{"id":"W6980217069","doi":"","title":"BIM Supports and Secure BIPV Design & Engineering","year":2023,"lang":"en","type":"other","venue":"View","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Universitat Politècnica de Catalunya; Universidad de Antofagasta; Turun Yliopisto; Università di Catania; Technische Universiteit Delft; Université de Liège; University of Toronto; Technische Universität Berlin; Agroscope; Technische Universiteit Eindhoven; KU Leuven; Radboud Universiteit","keywords":"Building-integrated photovoltaics; Work (physics); Key (lock); Photovoltaic system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004400504,0.0001638916,0.000165797,0.0001615223,0.00001045593,0.00002457601,0.00004053194,0.0001849554,0.001051196],"category_scores_gemma":[0.00000731421,0.0001573662,0.00003047951,0.0001369997,0.00001075597,0.00002595726,0.000008196666,0.0001311589,0.0003160804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709781,"about_ca_system_score_gemma":0.000008251237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852838,"about_ca_topic_score_gemma":0.00009688383,"domain_scores_codex":[0.9995783,0.000006417976,0.0001068341,0.0001236535,0.00006633673,0.0001184324],"domain_scores_gemma":[0.9997846,0.00001475489,0.00001936249,0.0001310003,0.000006589228,0.00004372917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[7.135824e-7,0.000003227874,0.00003520318,0.0009973627,0.000151982,0.00001244832,0.00007168058,0.0008418582,0.0001380853,0.00393057,0.8667889,0.1270279],"study_design_scores_gemma":[0.00004294129,0.000003581573,0.00002091089,0.0003817887,0.00002225496,0.0000204019,0.000003271663,0.0008992948,0.0000301864,0.00007375704,0.9983217,0.0001799315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00009746287,0.1015041,0.5060287,0.0001638696,0.01275732,0.001579882,0.0001990454,0.02192554,0.3557441],"genre_scores_gemma":[0.00365132,0.07752705,0.036546,0.0001363529,0.003038045,0.0004607087,0.0001959485,0.007245245,0.8711993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5154552,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286820574081205,"score_gpt":0.2038154105325668,"score_spread":0.1909472047917548,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}