{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644954,0.0007736702,0.0002436102,0.00205851,0.0056501,0.003826034,0.001026957,0.001229695,0.2031762],"category_scores_gemma":[0.00111047,0.0003843317,0.0003031129,0.003785704,0.0006552269,0.0009928548,0.001645117,0.001332068,0.03512249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141415,"about_ca_system_score_gemma":0.02495189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9141449,"about_ca_topic_score_gemma":0.9852905,"domain_scores_codex":[0.9994941,0.00002071064,0.00001126987,0.00003545181,0.0002864258,0.0001520437],"domain_scores_gemma":[0.9989679,0.00005015456,0.00002988329,0.00004278866,0.0006420653,0.0002672068],"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":[0.00003901116,0.00008996449,0.005357958,0.0002863664,0.000007007548,0.0001837006,0.0002438823,0.0004474797,0.0004261341,0.008123377,0.8220537,0.1627414],"study_design_scores_gemma":[0.000006535639,0.00001056356,0.02396472,0.0002002888,0.000007325442,0.00007728098,0.0008280107,0.0003279087,0.0005575797,0.001060903,0.9729402,0.00001861766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008645408,0.001975979,0.0005334092,0.002519464,0.0002174018,0.000100516,0.01754314,0.000520538,0.9679441],"genre_scores_gemma":[0.01641737,0.001801369,0.0004933608,0.0003213653,0.00001678698,0.00003566172,0.007844977,0.0001727012,0.9728963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2031762,"threshold_uncertainty_score":0.679692,"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."}}