{"id":"W7019633803","doi":"","title":"High Rise, Low Carbon: Canada’s &amp;amp;#36;40 billion Net Zero building challenge","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Production (economics); Key (lock); Measure (data warehouse); Investment (military)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001721952,0.0006745822,0.0006416262,0.0005084729,0.00006162371,0.00007870245,0.0004028135,0.0004720151,0.001469791],"category_scores_gemma":[0.00003691909,0.0006560871,0.0001050039,0.0004088001,0.00002760847,0.000042962,0.00009899027,0.0004795402,0.00009345745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100758,"about_ca_system_score_gemma":0.0004560394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5361827,"about_ca_topic_score_gemma":0.7127289,"domain_scores_codex":[0.9976051,0.00003895307,0.0003731315,0.0005593724,0.0005504756,0.0008729434],"domain_scores_gemma":[0.9987645,0.0001122116,0.00009344749,0.0007522008,0.0000411577,0.0002365169],"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":[0.000004405756,0.00001761938,0.00001553711,0.0005040515,0.0002325055,0.00009258016,0.00002581139,0.009149313,0.00007367039,0.00111929,0.9866832,0.002082044],"study_design_scores_gemma":[0.0003036431,0.00001167523,0.00002704991,0.0004040137,0.00005371994,0.000003806715,0.00005170954,0.001262175,0.0000660062,0.0002541342,0.9967027,0.0008593519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001227631,0.007297775,0.01847824,0.0006438622,0.01084998,0.001639525,0.0001617824,0.01296713,0.9467341],"genre_scores_gemma":[0.02198968,0.002080351,0.004117341,0.00007976222,0.001400912,0.0001469232,0.00008059802,0.003275219,0.9668292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1765461,"threshold_uncertainty_score":0.999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471393024990553,"score_gpt":0.2312891263987513,"score_spread":0.2165751961488458,"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."}}