{"id":"W1565543309","doi":"10.1111/acv.12078","title":"Using distribution patterns of small fishes to assess small fish by‐catch in tropical shrimp trawl fisheries","year":2013,"lang":"en","type":"article","venue":"Animal Conservation","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Consejo Nacional de Ciencia y Tecnología; International Development Research Centre","keywords":"Trawling; Fishery; Shrimp; Fishing; Range (aeronautics); Fisheries management; Taxon; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001319407,0.0001237317,0.0001723988,0.00002648264,0.0000608586,0.00007858447,0.0002061182,0.0001213077,0.002828444],"category_scores_gemma":[0.0001327867,0.0001248829,0.00003789617,0.0002808116,0.00008011679,0.0003647037,0.0001826479,0.0001778233,0.00002832644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431968,"about_ca_system_score_gemma":0.00002017644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03360783,"about_ca_topic_score_gemma":0.01055771,"domain_scores_codex":[0.9988023,0.00008727899,0.0003219082,0.0002693514,0.0002250355,0.0002941021],"domain_scores_gemma":[0.9995549,0.00007849076,0.00006945502,0.0001655939,0.00003841226,0.00009314618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005008238,0.00007221299,0.971776,0.00002160504,0.00000358984,0.000001767751,0.00009987334,0.000007837217,0.02033213,0.00003086905,0.004661296,0.002942735],"study_design_scores_gemma":[0.0002049278,0.0002021818,0.9829457,0.00001119698,0.000004029241,0.000001573822,0.0001478888,0.003638232,0.003524685,0.00006576244,0.009115565,0.0001382624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915034,0.000001067799,0.00321933,0.003011937,0.00002364105,0.0003675456,0.00004878872,0.0000175904,0.001806739],"genre_scores_gemma":[0.9978021,0.000007739055,0.0009753783,0.0007097562,0.00001958413,0.00005288915,0.0001233156,0.00001122445,0.0002979859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02305012,"threshold_uncertainty_score":0.9980831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0834814173801778,"score_gpt":0.2768973982727403,"score_spread":0.1934159808925625,"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."}}