{"id":"W2127292589","doi":"10.1093/icesjms/fst078","title":"Evolution of international commitments for fisheries sustainability","year":2013,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Sustainability; Fishing; Fisheries law; Fisheries management; International law; Fishery; Fisheries science; Sustainability science; International waters; Biodiversity; Sustainable development; Environmental resource management; Business; Pace; Social sustainability; Environmental planning; Natural resource economics; Geography; Political science; Environmental science; Ecology; Economics; Law","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":[0.01054585,0.0004944336,0.0002827494,0.002563387,0.003043027,0.00801646,0.0009469024,0.00187756,0.00830721],"category_scores_gemma":[0.01800185,0.0002745219,0.0003332674,0.002747958,0.004797409,0.005418508,0.008107516,0.005087014,0.0007454409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009127984,"about_ca_system_score_gemma":0.005204922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005825055,"about_ca_topic_score_gemma":0.00401558,"domain_scores_codex":[0.9934354,0.001717954,0.0003630946,0.0008260409,0.002613866,0.001043576],"domain_scores_gemma":[0.992059,0.002087482,0.0008674728,0.00103571,0.002958369,0.0009920195],"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":[0.00002391328,0.00002303504,0.001281964,0.00002742696,0.00001025869,0.00006448101,0.002317119,0.0006818431,0.0001968315,0.9578898,0.01041159,0.02707166],"study_design_scores_gemma":[0.00002039708,0.00005555673,0.01033943,0.0004156464,0.0000142727,0.0001186333,0.0067304,0.001182264,0.000568421,0.3412162,0.6392713,0.00006751728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0559225,0.003737287,0.006918412,0.03553749,0.0009437274,0.00005923941,0.0002391434,0.0001092248,0.8965331],"genre_scores_gemma":[0.9350846,0.002460285,0.005256578,0.003709194,0.0002555251,0.0001549445,0.0003833491,0.0001752889,0.05252029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01054585,"threshold_uncertainty_score":0.06622851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233644032597926,"score_gpt":0.277539587937691,"score_spread":0.2652031476117118,"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."}}