{"id":"W4323275452","doi":"10.1111/raq.12789","title":"Tilapia health: <i>quo vadis</i>?","year":2023,"lang":"en","type":"article","venue":"Reviews in Aquaculture","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Tilapia; Fishery; Aquaculture; Fish <Actinopterygii>; Biology; Business","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":[0.001753961,0.0006646566,0.0004045557,0.0003670172,0.001532526,0.004358209,0.0008666893,0.005597875,0.08447052],"category_scores_gemma":[0.002236123,0.0001546047,0.0004110626,0.000358511,0.001600835,0.00235338,0.002299858,0.002402826,0.01431589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237867,"about_ca_system_score_gemma":0.003139199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836558,"about_ca_topic_score_gemma":0.01053406,"domain_scores_codex":[0.999033,0.0001845421,0.0000673588,0.0001789659,0.0003153621,0.0002207972],"domain_scores_gemma":[0.9985288,0.0002212326,0.0001270234,0.00005207204,0.0004564119,0.0006144246],"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":[0.0001387771,0.00003133258,0.0005658468,0.0006512534,0.000005837327,0.000188073,0.0003655558,0.00001982114,0.001479943,0.00444833,0.8971772,0.09492794],"study_design_scores_gemma":[0.00001041283,0.00006977386,0.001059551,0.0003811053,0.000004368904,0.0001504401,0.0004219782,0.00002506033,0.0002279217,0.001074668,0.9965664,0.000008194344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002939114,0.06345779,0.000809447,0.6248546,0.1892494,0.000131886,0.0007607507,0.000365384,0.1174316],"genre_scores_gemma":[0.04238755,0.0505748,0.002173703,0.4235777,0.05740621,0.000279429,0.001230147,0.0001662464,0.4222041],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08447052,"threshold_uncertainty_score":0.282582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040340648268627,"score_gpt":0.2946706668850078,"score_spread":0.2342672604023215,"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."}}