{"id":"W3186650655","doi":"10.1002/naaq.10211","title":"Economic Effect of Hybrid Catfish (Channel Catfish ♀ × Blue Catfish ♂) Growth Variability on Traditional and Intensive Production Systems","year":2021,"lang":"en","type":"article","venue":"North American Journal of Aquaculture","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Catfish; Ictalurus; Stocking; Biology; Fishery; Hectare; Production (economics); Animal science; Fish <Actinopterygii>; Agricultural science; Economics; Ecology; Agriculture; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656251,0.0002864592,0.000745979,0.0000355244,0.0001625496,0.00007050273,0.0002068399,0.00006773957,0.00004490993],"category_scores_gemma":[0.000515725,0.0001230248,0.0002610232,0.0003783289,0.0003183227,0.0002364522,0.00002462452,0.0004598991,0.000005398106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170794,"about_ca_system_score_gemma":0.00005192792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022349,"about_ca_topic_score_gemma":0.0002969364,"domain_scores_codex":[0.9978687,0.0004726514,0.0006218253,0.0004162086,0.0003613484,0.0002593002],"domain_scores_gemma":[0.9974495,0.0003382839,0.0008118924,0.00008669298,0.001049685,0.000264015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007765411,0.004291996,0.5356265,0.001381903,0.002884747,0.0010918,0.01157189,0.002124233,0.203597,0.001792019,0.182569,0.04530349],"study_design_scores_gemma":[0.00297745,0.01800052,0.7610821,0.0007754011,0.0007198295,0.00866848,0.01483272,0.0001176742,0.180497,0.0008846167,0.009748361,0.001695847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958156,0.0001680369,0.000008431309,0.002942291,0.0003914488,0.000231423,0.0002844798,0.00001900011,0.0001393324],"genre_scores_gemma":[0.998124,0.0001731626,0.00003852301,0.0003730012,0.001008271,0.000009403757,0.0002130802,0.000003341149,0.00005723829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2254556,"threshold_uncertainty_score":0.5016807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044704289961829,"score_gpt":0.1992060178941462,"score_spread":0.1887589749945279,"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."}}