{"id":"W4405692349","doi":"10.47006/ijierm.v6i1.338","title":"THE ROLE OF FISHERY EXTENSIONS IN IMPROVING QUALITY CATFISH FARMERS IN BINJAI CITY NORTH SUMATRA PROVINCE","year":2024,"lang":"en","type":"article","venue":"International Journal of Islamic Education Research and Multiculturalism (IJIERM)","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Catfish; Fishery; Quality (philosophy); Geography; Fish <Actinopterygii>; Biology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005933781,0.0001790949,0.0001071072,0.0004114541,0.001775533,0.0008041192,0.0003179523,0.0002579228,0.0040806],"category_scores_gemma":[0.001179663,0.0001061416,0.00007981415,0.0004881523,0.0008038902,0.0004685346,0.001564078,0.0004332654,0.000151839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907171,"about_ca_system_score_gemma":0.005135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02794971,"about_ca_topic_score_gemma":0.1035208,"domain_scores_codex":[0.999663,0.0001065827,0.00001454162,0.00002735588,0.00005649705,0.0001320639],"domain_scores_gemma":[0.9989417,0.0001762286,0.0002736088,0.00002601023,0.0001411355,0.0004413312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001993293,0.0005111442,0.8118836,0.0005934445,0.00003400902,0.003709825,0.06123312,0.0003794486,0.01060534,0.001477389,0.001956173,0.1074171],"study_design_scores_gemma":[0.0000117984,0.0001738789,0.8598443,0.0001843654,0.00002136803,0.0002918828,0.1280269,0.0002524233,0.000519866,0.0002231219,0.01043631,0.00001394488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974257,0.00007917549,0.00004391291,0.0005437066,0.000004617801,0.0000157429,0.00001332108,0.000001812851,0.001872014],"genre_scores_gemma":[0.9977913,0.0001737973,0.0001770675,0.00006800244,0.000002112868,0.00001461439,0.00001395409,8.561518e-7,0.001758205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02794971,"threshold_uncertainty_score":0.05557406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794667784206286,"score_gpt":0.3585652094279281,"score_spread":0.3106185315858652,"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."}}