{"id":"W7015595705","doi":"","title":"Tilapia fish farming in Pacific Island countries. Volume 1. Tilapia hatchery operation","year":2004,"lang":"en","type":"article","venue":"Pacific Community (SPC) Oceanic Fisheries Programme (The Pacific Community (SPC))","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Agency for International Development; Government of Canada","keywords":"Tilapia; Aquaculture; Hatchery; Fish hatchery; Fish farming; Fish <Actinopterygii>; Agriculture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005226082,0.00135742,0.0004159674,0.003539174,0.0004291778,0.0006975959,0.0007617064,0.0003920401,0.02766854],"category_scores_gemma":[0.0004879957,0.0006131881,0.0003765417,0.006543234,0.0002396348,0.0005805635,0.000642805,0.0007228171,0.009599143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385965,"about_ca_system_score_gemma":0.00335412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1489207,"about_ca_topic_score_gemma":0.180892,"domain_scores_codex":[0.9997925,0.0000161812,0.00002830862,0.00003536706,0.00009613451,0.00003134624],"domain_scores_gemma":[0.9993516,0.0000608963,0.0001470242,0.00002620819,0.0002619581,0.0001523227],"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":[0.0002563861,0.0001146884,0.02432317,0.001191593,0.00005478834,0.0001815808,0.0001120204,0.000817988,0.001128867,0.0002090859,0.7920779,0.1795319],"study_design_scores_gemma":[0.0001054884,0.0001495851,0.3108831,0.0006084537,0.00009146864,0.0004376937,0.0002798333,0.0006047141,0.0006345124,0.0001614768,0.686012,0.00003170204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.07059266,0.1696495,0.004055872,0.007640118,0.01090856,0.001308579,0.5082587,0.002854457,0.2247316],"genre_scores_gemma":[0.1167033,0.1398605,0.007497284,0.001206656,0.001474782,0.00139318,0.4613146,0.0005177963,0.2700319],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1489207,"threshold_uncertainty_score":0.2961079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734618575527734,"score_gpt":0.2171496288303554,"score_spread":0.1898034430750781,"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."}}