{"id":"W2058210008","doi":"10.5539/ijb.v2n1p44","title":"Comparative Growth Performance of Mixed-Sex and Monosex Nile Tilapia Population in Freshwater Cage Culture System under Indian Perspective","year":2010,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission","keywords":"Nile tilapia; Tilapia; Biology; Cage; Androgen; Population; Context (archaeology); Feed conversion ratio; Animal science; Weight gain; Body weight; Fishery; Fish <Actinopterygii>; Endocrinology; Hormone; Demography; Oreochromis; Mathematics; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002264154,0.00008623102,0.0002448413,0.00004999496,0.00005437227,0.00000751196,0.0001897751,0.0001690503,0.00004492707],"category_scores_gemma":[0.00003727656,0.00003497411,0.00004373124,0.00005920654,0.0001732259,0.0001019914,0.0000550637,0.0002548023,0.000002509785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004164554,"about_ca_system_score_gemma":0.000006810359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000408863,"about_ca_topic_score_gemma":0.008458509,"domain_scores_codex":[0.9993385,0.00008310728,0.0002834223,0.0001191956,0.00006366621,0.0001121174],"domain_scores_gemma":[0.9993094,0.0001138973,0.0002549904,0.00001725649,0.0002758649,0.00002863238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520865,0.00005682477,0.9280623,0.00000366073,0.000105633,0.000008118889,0.0009985142,0.000005059906,0.06683277,0.003070089,0.0001648645,0.0005401439],"study_design_scores_gemma":[0.000256188,0.0004741517,0.9905388,0.00001784655,0.00000686815,0.0001216062,0.003235748,0.0000385003,0.003844253,0.001175784,0.0002213111,0.0000689521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979874,0.0001090318,8.745202e-7,0.0008850761,0.0006218472,0.00005439466,0.00004034468,0.000004338658,0.0002967307],"genre_scores_gemma":[0.9995384,0.00006599427,0.00006695393,0.00006814986,0.0002065722,0.000002317184,0.00002393281,4.48913e-7,0.00002718195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06298851,"threshold_uncertainty_score":0.4720047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288233661310948,"score_gpt":0.2521776472853757,"score_spread":0.2392953106722663,"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."}}