{"id":"W4409590202","doi":"10.20956/jdp.v10i2.42118","title":"PENINGKATAN PENDAPATAN PETANI PADA KELOMPOK TANI CENDRANA 1 DAN 2 MELALUI PRODUKSI BENIH PADI VARIETAS GENJAH DALAM MENUNJANG KEMANDIRIAN PERBENIHAN DI KABUPATEN BARRU","year":2025,"lang":"id","type":"article","venue":"Jurnal Dinamika Pengabdian (JDP)","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001353877,0.002087695,0.002204117,0.0002142356,0.004624076,0.001545778,0.002544376,0.001149466,0.001765452],"category_scores_gemma":[0.0004683518,0.001067761,0.001198165,0.002618678,0.0007581608,0.001232008,0.001275067,0.002900069,0.0003581991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006583409,"about_ca_system_score_gemma":0.0003323367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060697,"about_ca_topic_score_gemma":0.005890394,"domain_scores_codex":[0.9894848,0.001022081,0.002067171,0.002892824,0.001627831,0.002905234],"domain_scores_gemma":[0.9956216,0.0006403002,0.001009706,0.0007824824,0.0006768436,0.001269131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00151936,0.004361433,0.5517014,0.001666003,0.005119281,0.0038186,0.01443123,0.00005006284,0.1550426,0.01652106,0.1572503,0.08851875],"study_design_scores_gemma":[0.001403516,0.001205481,0.7610933,0.0008142059,0.001195652,0.0002120081,0.01818895,0.000128634,0.003142951,0.0003754092,0.2098291,0.002410782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982501,0.01301059,0.00002501869,0.02594369,0.003689219,0.002774213,0.001007907,0.0005371826,0.05476207],"genre_scores_gemma":[0.9548945,0.001786547,0.00009083463,0.0005872236,0.003025565,0.000120921,0.0008882427,0.00003861974,0.03856749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093919,"threshold_uncertainty_score":0.9994907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147233319356155,"score_gpt":0.2260683143755653,"score_spread":0.2113449824399498,"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."}}