{"id":"W230317570","doi":"","title":"Use of chemicals in aquaculture in Asia. Proceedings of the Meeting on the Use of Chemicals in Aquaculture in Asia, 20-22 May 1996; Tigbauan, Iloilo, Philippines.","year":2000,"lang":"en","type":"book","venue":"","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Aquaculture; Government (linguistics); Agriculture; Work (physics); Geography; Unit (ring theory); Political science; Economic growth; Fishery; Business; Fish <Actinopterygii>; Engineering; Economics; Sociology; Social science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007331918,0.0005678716,0.001374916,0.00008935614,0.00007415099,0.00002040186,0.0008802692,0.001611332,0.0004550372],"category_scores_gemma":[0.000949549,0.0001800296,0.0002922079,0.0009283378,0.0008270282,0.0001704799,0.0003436034,0.00135117,0.000006534963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407322,"about_ca_system_score_gemma":0.00003836169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058873,"about_ca_topic_score_gemma":0.01256439,"domain_scores_codex":[0.9968075,0.0001346036,0.001390869,0.0007477183,0.0003279402,0.000591377],"domain_scores_gemma":[0.9978374,0.001093796,0.000727069,0.0001434398,0.0001500461,0.00004823624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008101602,0.001421496,0.4119257,0.0003779395,0.0002066273,0.00001341216,0.001925025,0.00004032758,0.403845,0.002119673,0.175198,0.00211666],"study_design_scores_gemma":[0.00161246,0.000719739,0.6976507,0.005291427,0.0001178069,0.00001858899,0.002957825,0.00003526188,0.1001055,0.003108431,0.1867482,0.001634085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95112,0.0004154736,1.602681e-9,0.005410233,0.00004718342,0.001055484,0.0001569952,0.00001815253,0.04177654],"genre_scores_gemma":[0.9140102,0.001887434,0.00006305233,0.001441091,0.0001719514,0.0001716701,0.0002115272,0.00001023146,0.08203287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037395,"threshold_uncertainty_score":0.9996848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609949963940253,"score_gpt":0.2226847066617092,"score_spread":0.1765852070223067,"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."}}