{"id":"W4220705722","doi":"10.18331/sfs2022.8.1.9","title":"Profitability of tilapia (Oreochromis spp.) at various farming scales in Honduras","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Fisheries and Aquaculture Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tilapia; Profitability index; Oreochromis; Agricultural science; Agriculture; Business; Fishery; Mathematics; Biology; Fish <Actinopterygii>; Ecology; Finance","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":[0.003901904,0.000141414,0.0004431571,0.00004859362,0.0004150207,0.00004991923,0.0005897885,0.0000425682,0.0005903752],"category_scores_gemma":[0.0004815805,0.00005777211,0.0001102617,0.001305854,0.0006628087,0.0003466102,0.0003580404,0.0002574889,7.300884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137135,"about_ca_system_score_gemma":0.00004467832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316334,"about_ca_topic_score_gemma":0.04888116,"domain_scores_codex":[0.997613,0.000499062,0.0007158995,0.0002367546,0.0006154422,0.0003198095],"domain_scores_gemma":[0.9986972,0.0006030611,0.0004718582,0.00004655172,0.0001280384,0.00005324146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200645,0.0001258625,0.9866799,0.000009908992,0.000006274904,0.00001480401,0.0006242463,0.00006066479,0.009556226,0.00002237657,0.001189935,0.001589725],"study_design_scores_gemma":[0.0001587977,0.000734994,0.9896086,0.00001943475,0.000002377261,0.00003097765,0.003922896,0.000006042337,0.000480007,0.0003747387,0.004534196,0.0001269274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963704,0.0004378744,2.098083e-7,0.001582041,0.000305832,0.0001231395,0.00006121382,0.00000515095,0.001114132],"genre_scores_gemma":[0.9995571,0.00009131991,0.0001154495,0.00005999261,0.00004645737,0.000007120895,0.000004382347,8.068583e-7,0.0001173885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04571782,"threshold_uncertainty_score":0.9684743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134710160930708,"score_gpt":0.248766162801014,"score_spread":0.1352951467079431,"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."}}