{"id":"W2473441309","doi":"10.5539/sar.v5n4p13","title":"Comparative Growth Performance of Oreochromis Hybrids and Selectively-Bred Strain (F8) in Malawi","year":2016,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal science; Biology; Feed conversion ratio; Hybrid; Tilapia; Fish <Actinopterygii>; Body weight; Endocrinology; Botany; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001028529,0.0002590989,0.000203783,0.0003982871,0.0002737413,0.0002416142,0.0001680846,0.0002337626,0.001320339],"category_scores_gemma":[0.0001620705,0.0001753582,0.000159747,0.0001856367,0.000306817,0.0001802635,0.0003257481,0.000425194,0.0003773074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188126,"about_ca_system_score_gemma":0.0001976283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670845,"about_ca_topic_score_gemma":0.0367704,"domain_scores_codex":[0.9998658,0.00001595085,0.00001170656,0.00004611356,0.00002013379,0.00004033785],"domain_scores_gemma":[0.9996883,0.00004320041,0.00008071245,0.00002117166,0.00004400509,0.0001227247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002790888,0.0002953534,0.02015644,0.00004567929,0.00002804515,0.0002802814,0.0005411178,0.00009490666,0.9725596,0.00009102519,0.0001348164,0.002981823],"study_design_scores_gemma":[0.00008261028,0.0054026,0.8531143,0.00002051109,0.0001063214,0.0003826068,0.00139178,0.0005642051,0.136533,0.00004438519,0.002322041,0.00003571167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994795,0.00004276291,0.00004104425,0.000009742275,0.000002532023,0.000004108712,0.000160586,0.000002603981,0.0002571809],"genre_scores_gemma":[0.9940401,0.00007608358,0.0001843082,0.00003822623,0.00000232965,0.00001939901,0.0004963291,0.000006263818,0.005136948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670845,"threshold_uncertainty_score":0.03322238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351552894027129,"score_gpt":0.2911057133404391,"score_spread":0.2575901844001678,"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."}}