{"id":"W1982409935","doi":"10.1093/jel/equ037","title":"Innovative Environmental Protection: Lessons from the Arctic","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Law","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Arctic; The arctic; Environmental protection; Business; Environmental planning; Environmental resource management; Geography; Environmental science; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0079166,0.0002879106,0.0004019248,0.000694597,0.01037658,0.008566082,0.001472398,0.004506921,0.002860261],"category_scores_gemma":[0.006140545,0.0001602204,0.0005799582,0.0008134325,0.01460925,0.005495241,0.007579325,0.004425287,0.0003984757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008588453,"about_ca_system_score_gemma":0.01716478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03703391,"about_ca_topic_score_gemma":0.06366414,"domain_scores_codex":[0.9940789,0.003320794,0.0001336256,0.0004106666,0.0009590466,0.001096951],"domain_scores_gemma":[0.9953408,0.002466109,0.0003121879,0.0003858151,0.000635611,0.0008594783],"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":[0.00003022672,0.00006797978,0.001859045,0.0001849262,0.00001585317,0.000996304,0.02384908,0.002349386,0.000184241,0.9196175,0.01114582,0.0396997],"study_design_scores_gemma":[0.00001691627,0.00005544616,0.003060618,0.0008141979,0.00001772022,0.0005326053,0.0373139,0.0007767593,0.0005135667,0.2768005,0.6800628,0.00003486975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07357109,0.01614729,0.009726542,0.1837249,0.001664463,0.00005207131,0.00003177911,0.00006523698,0.7150165],"genre_scores_gemma":[0.9360855,0.01284717,0.004613353,0.01552668,0.0006488042,0.00004961594,0.00003922709,0.00005157765,0.03013814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03703391,"threshold_uncertainty_score":0.07363671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250261028217714,"score_gpt":0.3009562879446173,"score_spread":0.2484536776624402,"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."}}