{"id":"W2295132645","doi":"","title":"First Big Fish","year":2010,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004899531,0.0005496247,0.0004287436,0.0002971725,0.0005127958,0.0001075181,0.0009808851,0.00025336,0.03344337],"category_scores_gemma":[0.0002816987,0.0005510264,0.000421972,0.0007055852,0.0002299673,0.0002753775,0.0005589849,0.000656214,0.05989303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153153,"about_ca_system_score_gemma":0.0001227604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005966781,"about_ca_topic_score_gemma":0.003721908,"domain_scores_codex":[0.9963375,0.00007209064,0.0006182728,0.0009190902,0.0009562347,0.001096849],"domain_scores_gemma":[0.9972992,0.00007044691,0.0002522116,0.001329357,0.0002690582,0.0007797228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001572371,0.0009915329,0.4199925,0.0000968419,0.0003885296,0.0001649182,0.001088997,0.00004578071,0.08311192,0.003928363,0.4881281,0.001905338],"study_design_scores_gemma":[0.001294156,0.00007946372,0.165666,0.00001784825,0.0001001293,0.00002365552,0.00008447112,0.0004960308,0.02683313,0.0003232064,0.8042755,0.0008064485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719603,0.00007902117,0.00007145909,0.0009748576,0.01723654,0.000595209,0.0005592888,0.0007721199,0.00775118],"genre_scores_gemma":[0.9920827,0.00007412527,0.0003347155,0.0007723345,0.0009470623,0.0001076305,0.0001752422,0.0001955541,0.005310633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161474,"threshold_uncertainty_score":0.9996941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271491874722732,"score_gpt":0.2366983727702335,"score_spread":0.2139834540230062,"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."}}