{"id":"W2796910944","doi":"10.1139/facets-2017-0106","title":"Towards linking environmental law and science","year":2018,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental law and policy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland; University of Calgary; Simon Fraser University","funders":"","keywords":"Environmental law; Statute; Political science; Legislature; Engineering ethics; Law; Legislation; Certainty; Scientific evidence; Indigenous; Uncertainty; Public relations; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1052304,0.001058728,0.001801752,0.01258546,0.0115547,0.03583406,0.003925906,0.0178499,0.01194312],"category_scores_gemma":[0.1118629,0.001496271,0.001440075,0.007399983,0.09010335,0.06760915,0.03202565,0.02273607,0.001569413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02127567,"about_ca_system_score_gemma":0.04221218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009283007,"about_ca_topic_score_gemma":0.005665743,"domain_scores_codex":[0.9264501,0.05070711,0.003459194,0.006689516,0.009631883,0.003062155],"domain_scores_gemma":[0.8048522,0.151255,0.008644558,0.01554739,0.01555104,0.004149791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003996656,0.00004483614,0.0006319468,0.00008699334,0.00001086037,0.00005717232,0.008373723,0.0006003749,0.00007791402,0.9787627,0.001594126,0.009755392],"study_design_scores_gemma":[0.000004425712,0.000009104782,0.0002306324,0.0002781368,0.000005814249,0.00002141307,0.005859066,0.0005263646,0.00008389691,0.961045,0.03192378,0.00001249019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02604457,0.01567229,0.1975068,0.5289346,0.001493155,0.0003330636,0.0001550754,0.0002850305,0.2295754],"genre_scores_gemma":[0.7877909,0.01337707,0.1431003,0.0422475,0.001520979,0.0008893652,0.0002440696,0.0003006743,0.01052909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1052304,"threshold_uncertainty_score":0.5565181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159473701289148,"score_gpt":0.3013233242206629,"score_spread":0.2853759540917481,"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."}}