{"id":"W1970377095","doi":"10.1126/science.1185345","title":"Sustainability and Global Seafood","year":2010,"lang":"en","type":"article","venue":"Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":516,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Sustainability; Environmental science; Business; Biology; Ecology","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":[0.0007857243,0.0003292117,0.0001955469,0.0006468318,0.0005489445,0.003212324,0.0001878289,0.0008935733,0.009147964],"category_scores_gemma":[0.001341608,0.00006458833,0.0001323392,0.001127192,0.002618448,0.001780126,0.002095297,0.0007214586,0.0006243474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023964,"about_ca_system_score_gemma":0.0018354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956411,"about_ca_topic_score_gemma":0.006564029,"domain_scores_codex":[0.9996706,0.0001086804,0.00001534609,0.00004923308,0.00008260194,0.00007351914],"domain_scores_gemma":[0.9995751,0.00007765055,0.0001041508,0.00003269225,0.0001230742,0.00008738141],"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":[0.00005095504,0.0000505858,0.01832285,0.0003015575,0.00005480459,0.0002165307,0.001562926,0.002651952,0.001354726,0.6624884,0.03259377,0.280351],"study_design_scores_gemma":[0.000004961697,0.00004951891,0.01899372,0.0003706424,0.00001989139,0.0001930811,0.004312874,0.0006449168,0.0003732662,0.6122863,0.3627347,0.00001613352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2022706,0.1151887,0.005932587,0.1123297,0.0008652625,0.00002448225,0.0008065941,0.0001093343,0.5624728],"genre_scores_gemma":[0.9474876,0.02933783,0.0009484507,0.003133074,0.0003544733,0.00002192981,0.0001884681,0.00002700825,0.01850119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009147964,"threshold_uncertainty_score":0.03060299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00565642654282535,"score_gpt":0.2704254052141747,"score_spread":0.2647689786713494,"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."}}