{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:RFDN2NQYB5RADGVMGP3F7IM7YB","short_pith_number":"pith:RFDN2NQY","schema_version":"1.0","canonical_sha256":"8946dd36180f62019aac33f65fa19fc05d0e8506954b8d2bd5680ca53811a1e9","source":{"kind":"arxiv","id":"2605.22699","version":1},"attestation_state":"computed","paper":{"title":"An Analytics Framework for Modeling Residential Photovoltaic Adoption and Decision Dynamics","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Canig\\'o Callau-Boix, Pere Colet, Ra\\'ul Toral","submitted_at":"2026-05-21T16:41:19Z","abstract_excerpt":"Photovoltaic generation plays a central role in the energy transition, yet understanding its adoption dynamics requires robust analytical frameworks that capture both temporal and spatial patterns of decision behavior. This study applies a data-driven decision analytics approach to examine residential self-consumption photovoltaic installations in Catalonia within an innovation diffusion framework. The temporal evolution of adoption is modeled using a logistic growth function, providing evidence that imitation effects are a primary driver of adoption decisions. To extend the analysis, a quanti"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2605.22699","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"physics.soc-ph","submitted_at":"2026-05-21T16:41:19Z","cross_cats_sorted":[],"title_canon_sha256":"da34f3f453d137db5414be990f784340a454665d92043f7ad81106d6cb6a3186","abstract_canon_sha256":"b874b981260ef0086aa1a14d674712ab9846b03c6f0e216e9172b66f47e01ff4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-22T02:04:50.938007Z","signature_b64":"iG17lN9vuZTxzufQh8WL+zvR5klqqpM3t53HwFgDK7vSwsX9V2n6DS3zWN+2J10HF0FZtg3Wm/P+C/KR5Kl2CQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8946dd36180f62019aac33f65fa19fc05d0e8506954b8d2bd5680ca53811a1e9","last_reissued_at":"2026-05-22T02:04:50.937099Z","signature_status":"signed_v1","first_computed_at":"2026-05-22T02:04:50.937099Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"An Analytics Framework for Modeling Residential Photovoltaic Adoption and Decision Dynamics","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"physics.soc-ph","authors_text":"Canig\\'o Callau-Boix, Pere Colet, Ra\\'ul Toral","submitted_at":"2026-05-21T16:41:19Z","abstract_excerpt":"Photovoltaic generation plays a central role in the energy transition, yet understanding its adoption dynamics requires robust analytical frameworks that capture both temporal and spatial patterns of decision behavior. This study applies a data-driven decision analytics approach to examine residential self-consumption photovoltaic installations in Catalonia within an innovation diffusion framework. The temporal evolution of adoption is modeled using a logistic growth function, providing evidence that imitation effects are a primary driver of adoption decisions. To extend the analysis, a quanti"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.22699","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2605.22699/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2605.22699","created_at":"2026-05-22T02:04:50.937239+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.22699v1","created_at":"2026-05-22T02:04:50.937239+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.22699","created_at":"2026-05-22T02:04:50.937239+00:00"},{"alias_kind":"pith_short_12","alias_value":"RFDN2NQYB5RA","created_at":"2026-05-22T02:04:50.937239+00:00"},{"alias_kind":"pith_short_16","alias_value":"RFDN2NQYB5RADGVM","created_at":"2026-05-22T02:04:50.937239+00:00"},{"alias_kind":"pith_short_8","alias_value":"RFDN2NQY","created_at":"2026-05-22T02:04:50.937239+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB","json":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB.json","graph_json":"https://pith.science/api/pith-number/RFDN2NQYB5RADGVMGP3F7IM7YB/graph.json","events_json":"https://pith.science/api/pith-number/RFDN2NQYB5RADGVMGP3F7IM7YB/events.json","paper":"https://pith.science/paper/RFDN2NQY"},"agent_actions":{"view_html":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB","download_json":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB.json","view_paper":"https://pith.science/paper/RFDN2NQY","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.22699&json=true","fetch_graph":"https://pith.science/api/pith-number/RFDN2NQYB5RADGVMGP3F7IM7YB/graph.json","fetch_events":"https://pith.science/api/pith-number/RFDN2NQYB5RADGVMGP3F7IM7YB/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB/action/timestamp_anchor","attest_storage":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB/action/storage_attestation","attest_author":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB/action/author_attestation","sign_citation":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB/action/citation_signature","submit_replication":"https://pith.science/pith/RFDN2NQYB5RADGVMGP3F7IM7YB/action/replication_record"}},"created_at":"2026-05-22T02:04:50.937239+00:00","updated_at":"2026-05-22T02:04:50.937239+00:00"}