{"id":"W3187137511","doi":"","title":"Impact Assessment, Sustainability, and Climate Change: Lessons from Lower Churchill","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Sustainability; Environmental law; Environmental resource management; Environmental planning; Political science; Environmental ethics; Environmental science; Law; Geology; Philosophy; Oceanography; Ecology","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":[0.004955925,0.0003323228,0.000389193,0.0009361445,0.01470511,0.00800452,0.002486669,0.00216269,0.00929454],"category_scores_gemma":[0.005523487,0.0003088909,0.0003562684,0.001387791,0.009554706,0.003374806,0.006453022,0.004618413,0.0004576177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05215994,"about_ca_system_score_gemma":0.04409366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8635522,"about_ca_topic_score_gemma":0.9454552,"domain_scores_codex":[0.9966881,0.001457641,0.0000469723,0.0002116869,0.0007269175,0.0008687933],"domain_scores_gemma":[0.9928289,0.003099477,0.0003188915,0.0002463622,0.001055911,0.002450479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002134012,0.000668573,0.01473349,0.0005309471,0.00004984265,0.002928439,0.06640863,0.002640933,0.001361138,0.5302669,0.1589304,0.2212673],"study_design_scores_gemma":[0.0000354047,0.0001352828,0.02494965,0.001045299,0.00002813284,0.0002822616,0.04781761,0.001818118,0.001149934,0.06297725,0.8596377,0.0001233624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1523587,0.01571785,0.00412281,0.4274128,0.0006146742,0.0001241344,0.0001860566,0.00009102525,0.3993719],"genre_scores_gemma":[0.8262527,0.009116618,0.005024973,0.0263296,0.0002336689,0.00008696094,0.00009551746,0.0001633515,0.1326967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1364478,"threshold_uncertainty_score":0.3784486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779134315640975,"score_gpt":0.3231759226221346,"score_spread":0.3053845794657249,"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."}}