{"id":"W6959597710","doi":"10.11575/prism/35976","title":"The Benefits Of Building Resealing And Lighting Fixture Renovation","year":2016,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payback period; Fixture; Energy consumption; Reduction (mathematics); Energy requirement; Energy conservation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009373048,0.0007475534,0.0003813804,0.001715765,0.0007050803,0.001501736,0.000837777,0.0003943237,0.005044935],"category_scores_gemma":[0.001732888,0.0001503085,0.0008213894,0.001662863,0.0004363997,0.0006993812,0.0007579796,0.0003847752,0.0003360603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109107,"about_ca_system_score_gemma":0.002244824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02631995,"about_ca_topic_score_gemma":0.1149882,"domain_scores_codex":[0.9992536,0.0001792105,0.00002303804,0.00008530976,0.0002741483,0.0001847873],"domain_scores_gemma":[0.9991812,0.0002525614,0.0001519619,0.00009917457,0.0002560095,0.00005904852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004539308,0.0003597054,0.09783404,0.0007915054,0.0002342724,0.0004117947,0.0004127886,0.1600493,0.0155776,0.02151979,0.001906558,0.7004488],"study_design_scores_gemma":[0.00006697016,0.001977168,0.7955363,0.0002919791,0.0005868839,0.0008236508,0.005119652,0.05899402,0.04875274,0.007682437,0.08001593,0.0001521416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8413655,0.002787726,0.04424274,0.0008489973,0.00006244409,0.000324863,0.0006978933,0.0004094159,0.1092604],"genre_scores_gemma":[0.9737507,0.0008838974,0.01832084,0.00002961787,0.00001195989,0.0000377218,0.0002520178,0.00003246431,0.006680826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02631995,"threshold_uncertainty_score":0.05233347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008580747820526216,"score_gpt":0.2103341215941651,"score_spread":0.2017533737736389,"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."}}