{"id":"W3020837338","doi":"10.1139/facets-2020-0006","title":"Sustaining Canadian marine biodiversity: Policy and statutory progress","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Dalhousie University","funders":"","keywords":"Statutory law; Business; Stewardship (theology); Environmental planning; Climate change; Environmental resource management; Political science; Geography; Economics; Politics; Ecology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003310007,0.00006330637,0.00005288417,0.00002743536,0.00009330424,0.00003057528,0.00008674101,0.00001459932,0.001347068],"category_scores_gemma":[0.00001279914,0.00006226976,0.00001074831,0.0001319602,0.00007889205,0.00007537849,0.001936076,0.00004471937,0.0003354885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121915,"about_ca_system_score_gemma":0.00002268991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1688901,"about_ca_topic_score_gemma":0.05480109,"domain_scores_codex":[0.9994763,0.000008596014,0.00004381655,0.0001623139,0.00009015956,0.0002187844],"domain_scores_gemma":[0.9996233,0.000003024232,0.00001338708,0.00006073171,0.00000217676,0.0002973995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001164497,0.00001185658,0.4956439,0.00002079474,0.0000118267,0.00007237255,0.001098314,0.00004660172,0.0000326513,0.0006040079,0.0423508,0.4600952],"study_design_scores_gemma":[0.0001832423,0.00005412707,0.2564965,0.000001075151,0.000005246892,0.00000118745,0.0003054892,0.0001709127,0.00001659061,0.0001213633,0.7425376,0.0001067027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6234638,0.00002252622,0.00002192422,0.04277163,0.0000491804,0.0003419617,0.00003420718,0.00006529407,0.3332295],"genre_scores_gemma":[0.9950318,0.00001287757,0.0002202656,0.002620095,0.00002510016,0.000002492711,0.00001087742,0.000003058911,0.002073381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7001868,"threshold_uncertainty_score":0.9995658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009069356946706478,"score_gpt":0.191896488874984,"score_spread":0.1828271319282775,"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."}}