{"id":"W4413575381","doi":"10.64628/aam.m7jjw7jj5","title":"Environmental laws in Canada fall short of addressing the ongoing biodiversity crisis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biodiversity; Environmental crisis; Environmental law; Political science; Geography; Environmental resource management; Environmental planning; Law; Environmental ethics; Economics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330663,0.0004305452,0.0006459203,0.001262844,0.00961193,0.009948919,0.001024307,0.006220947,0.03229612],"category_scores_gemma":[0.01141677,0.0004010907,0.0004110564,0.003404366,0.002525401,0.002563831,0.001282237,0.004009753,0.002381412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06394163,"about_ca_system_score_gemma":0.1304477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912881,"about_ca_topic_score_gemma":0.994513,"domain_scores_codex":[0.9979163,0.0001050754,0.00003257922,0.0001472658,0.00106847,0.0007302655],"domain_scores_gemma":[0.9957974,0.0008136549,0.0001093954,0.0002049261,0.002479123,0.0005954919],"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":[0.00004922302,0.00002645379,0.002660154,0.00006700609,0.00002886547,0.0002253082,0.0008030454,0.001839771,0.0002008902,0.2714359,0.695214,0.02744929],"study_design_scores_gemma":[0.00003043833,0.000005671137,0.01292225,0.0001624531,0.00004200318,0.00005775409,0.003158991,0.005194348,0.0007752613,0.06940487,0.9081942,0.00005185661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05483077,0.006187058,0.00276649,0.3691142,0.004068634,0.00005443556,0.006416916,0.0007616716,0.5557999],"genre_scores_gemma":[0.4152424,0.004356084,0.002834236,0.02208665,0.0006668699,0.0000444595,0.00236276,0.0006019385,0.5518047],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06394163,"threshold_uncertainty_score":0.4639311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730084168890675,"score_gpt":0.212730764690613,"score_spread":0.1754299230017062,"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."}}