{"id":"W4415459956","doi":"10.29406/jr.v13i2.8225","title":"ANALISIS KESESUAIAN LAHAN UNTUK PENGEMBANGAN KAWASAN BUDIDAYA IKAN NILA DI KECAMATAN BATURRADEN, KABUPATEN BANYUMAS","year":2025,"lang":"en","type":"article","venue":"Jurnal Ruaya Jurnal Penelitian dan Kajian Ilmu Perikanan dan Kelautan","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"Universitas Brawijaya","keywords":"Fish <Actinopterygii>","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008358827,0.001621009,0.001812961,0.0003218181,0.002827272,0.00132562,0.002512442,0.0008656392,0.0008263512],"category_scores_gemma":[0.0002807722,0.0007953029,0.001221628,0.003045036,0.0006591206,0.001096136,0.0007746261,0.002168912,0.0001387465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809799,"about_ca_system_score_gemma":0.0002013277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009646136,"about_ca_topic_score_gemma":0.005073907,"domain_scores_codex":[0.9914456,0.0006643626,0.001943684,0.002023016,0.001490813,0.002432553],"domain_scores_gemma":[0.9961581,0.0004155735,0.0008573691,0.0006772748,0.0005365372,0.001355201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008260441,0.001459474,0.5883168,0.0003069443,0.002047177,0.001974812,0.002188702,0.00005605067,0.1147287,0.01252374,0.08719822,0.1883733],"study_design_scores_gemma":[0.001058868,0.0008495981,0.8232635,0.0007446876,0.0003803041,0.0003686536,0.01099044,0.00005453312,0.002152605,0.0005447177,0.1578694,0.001722693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446862,0.002346932,0.00001108941,0.01292274,0.001042395,0.0008540194,0.0005560149,0.0004962712,0.03708435],"genre_scores_gemma":[0.9903625,0.0005856457,0.000070417,0.001492969,0.002587716,0.00008779982,0.0005983504,0.00002936133,0.004185276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2349467,"threshold_uncertainty_score":0.9997111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395353628573802,"score_gpt":0.2322345992611777,"score_spread":0.2182810629754397,"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."}}