{"id":"W2019482206","doi":"10.1007/s12526-014-0235-2","title":"Giant trevally spawning aggregation highlights importance of community fisheries management no-take zone","year":2014,"lang":"en","type":"article","venue":"Marine Biodiversity","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"World Wildlife Fund","keywords":"Fishery; Fisheries management; Fisheries science; Biodiversity; Management strategy; Biology; Business; Ecology; Fishing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003011198,0.0001311628,0.00019587,0.00002769114,0.0003834127,0.00001386832,0.0002634892,0.0000316161,0.001368728],"category_scores_gemma":[0.00001980443,0.0001172196,0.00005992341,0.0001230176,0.00013922,0.0001507865,0.001692201,0.00008956427,0.0004426732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009803639,"about_ca_system_score_gemma":0.000001522682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006393671,"about_ca_topic_score_gemma":0.006426426,"domain_scores_codex":[0.9991859,0.00008883871,0.0001823657,0.0001582206,0.0002117587,0.0001729457],"domain_scores_gemma":[0.9994287,0.00003154399,0.0001587134,0.0003094845,0.00001985731,0.0000516776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005618996,0.00009825286,0.9673408,0.00008487933,0.00003315755,0.000003616066,0.0002621978,0.00000523414,0.0001004627,0.0001694474,0.01440853,0.01743725],"study_design_scores_gemma":[0.0002719969,0.0001046114,0.9124473,0.00001011834,0.00003178194,0.000001127049,0.0001430432,0.00004674846,0.0002814624,0.0001817591,0.08634513,0.000134907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214925,0.000004060303,0.0001387415,0.0004986594,0.0001580573,0.0001550923,0.00001172656,0.00003993197,0.07750122],"genre_scores_gemma":[0.9911805,0.00005590343,0.002049857,0.000137273,0.00002619081,0.000003086287,0.00004020631,0.000003692014,0.006503291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0719366,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275101819968283,"score_gpt":0.1785754917832238,"score_spread":0.165824473583541,"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."}}