{"id":"W1493243037","doi":"10.1111/j.1523-1739.2012.01850.x","title":"Global Cooperation among Diverse Organizations to Reduce Illegal Fishing in the Southern Ocean","year":2012,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishing; Business; Enforcement; Bycatch; Fish stock; Incentive; Agency (philosophy); Marine protected area; Corporate governance; Fishery; Finance; Political science; Economics; Ecology; Habitat","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":[0.004329201,0.0002365818,0.000137881,0.001287339,0.001490213,0.001111409,0.0005081277,0.0004303329,0.002405166],"category_scores_gemma":[0.006802163,0.0001226738,0.0001957462,0.001161983,0.0007023611,0.0009307089,0.004157326,0.0003383405,0.0001635774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132874,"about_ca_system_score_gemma":0.004388431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006454649,"about_ca_topic_score_gemma":0.01302088,"domain_scores_codex":[0.9976162,0.001352552,0.0001088342,0.000162189,0.0002995117,0.0004607856],"domain_scores_gemma":[0.9937788,0.001154008,0.002031933,0.000399864,0.0008709064,0.00176458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242919,0.0004618949,0.7851858,0.000487031,0.0001694714,0.0005042959,0.02280968,0.001270729,0.004472044,0.002986762,0.003152177,0.1783758],"study_design_scores_gemma":[0.00004112937,0.0003431649,0.9067084,0.00030045,0.00008227267,0.0001339955,0.06227977,0.001261072,0.0005697042,0.001653042,0.02660617,0.00002093477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856192,0.0004165292,0.001592285,0.001464069,0.00003002129,0.0001380045,0.00006449661,0.00002671558,0.01064861],"genre_scores_gemma":[0.9971513,0.0002326807,0.001721965,0.0001655465,0.000008385782,0.0000526099,0.00007475535,0.000003440511,0.0005892167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006454649,"threshold_uncertainty_score":0.02289528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380079751477891,"score_gpt":0.2695667596486325,"score_spread":0.2457659621338536,"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."}}