{"id":"W7009305366","doi":"","title":"Ecosystem Approach to Salmon Mariculture: Charting Law and Policy Coordinates from Theory, International Law, and State Practice","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Kantian Philosophy and Modern Interpretations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Ecosystem services; International law; Scholarship; Ecosystem; Ecosystem-based management; Scope (computer science); Normative","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096521,0.0001865672,0.0001934413,0.00007912994,0.0005725186,0.0007912185,0.0001758474,0.00005001654,0.0001180893],"category_scores_gemma":[0.000130541,0.0001608537,0.00004745221,0.00006143816,0.0001484356,0.0007815821,0.0001667395,0.0001957909,0.0002094812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003423888,"about_ca_system_score_gemma":0.00001655221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399065,"about_ca_topic_score_gemma":0.004206611,"domain_scores_codex":[0.9987883,0.0001292923,0.000272294,0.0003684306,0.0001916398,0.000250047],"domain_scores_gemma":[0.9991326,0.0002722617,0.0001190753,0.000174383,0.0001370787,0.0001645659],"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":[0.00005542791,0.00004467822,0.00002087411,0.00002834664,0.0001283844,0.00000786759,0.01723964,0.00002462585,0.0001663503,0.9808512,0.001148641,0.0002839149],"study_design_scores_gemma":[0.0005307388,0.00007044079,0.0001130188,0.0001338186,0.00006633681,0.00001776246,0.005269419,0.0009365495,0.0002966383,0.2553549,0.7368442,0.0003661042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06759005,0.0003074332,0.0002520627,0.007953931,0.0006020729,0.0004740126,0.001052359,0.0003254954,0.9214426],"genre_scores_gemma":[0.9875649,0.0000252621,0.0003397486,0.007243572,0.0007828837,0.00006786239,0.0001482252,0.00002968776,0.003797808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199749,"threshold_uncertainty_score":0.7629738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947238062310392,"score_gpt":0.2527306682937175,"score_spread":0.2332582876706136,"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."}}