{"id":"W7017920997","doi":"","title":"Buildings in British Columbia use a lot of energy. Better energy efficiency in our building stock would reduce pollution, conserve valuable resources, save money and create jobs.","year":2015,"lang":"en","type":"other","venue":"","topic":"Energy Efficiency and Management","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Stock (firearms); Energy consumption; Operational efficiency; Renewable energy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007851756,0.0005409471,0.001098722,0.0009281181,0.00009883363,0.0003532886,0.0005912599,0.001052589,0.0005524969],"category_scores_gemma":[0.0002134218,0.0007723234,0.0001304328,0.001198066,0.0002209897,0.0002008141,0.0004913586,0.0004899945,0.000003471707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085378,"about_ca_system_score_gemma":0.0001737166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.882686,"about_ca_topic_score_gemma":0.7975336,"domain_scores_codex":[0.9956474,0.0003621971,0.001065988,0.001251614,0.0007196504,0.0009531229],"domain_scores_gemma":[0.9982731,0.00007050173,0.0005307089,0.0007418051,0.0001350057,0.0002488554],"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":[0.00008734263,0.0008284023,0.005835833,0.0002479511,0.0002266438,0.0003211524,0.0003336881,0.01496123,0.0005475039,0.009011855,0.9598723,0.007726074],"study_design_scores_gemma":[0.002555872,0.0002114707,0.002099129,0.001649284,0.00009787396,0.00004013712,0.0003767259,0.001873134,0.0002707354,0.0007339706,0.9889621,0.001129545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4079573,0.01221799,0.003293784,0.0008597603,0.001104035,0.001164014,0.0004127335,0.0008873304,0.572103],"genre_scores_gemma":[0.314205,0.000947393,0.002918879,0.001124985,0.0001773166,0.0001245501,0.00009091878,0.0004822121,0.6799288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1078257,"threshold_uncertainty_score":0.9994728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612393603495911,"score_gpt":0.2337895236990221,"score_spread":0.217665587664063,"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."}}