{"id":"W4406895762","doi":"10.54082/jippm.686","title":"Penguatan Manajemen Rantai Pasok dan E-Logistik Produk Pertanian di Desa Jamali Kecamatan Mande Kabupaten Cianjur Jawa Barat","year":2025,"lang":"id","type":"article","venue":"Jurnal Inovasi Pengabdian dan Pemberdayaan Masyarakat","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":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001359772,0.002237696,0.002301181,0.0002869741,0.003770299,0.001742446,0.002959515,0.00129056,0.001205319],"category_scores_gemma":[0.0003713543,0.001156654,0.00102582,0.002937033,0.001115686,0.001128303,0.001485649,0.002969953,0.0005097101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007994076,"about_ca_system_score_gemma":0.0002853886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176694,"about_ca_topic_score_gemma":0.01039083,"domain_scores_codex":[0.9891635,0.001003698,0.002320398,0.002949866,0.001519915,0.003042663],"domain_scores_gemma":[0.99555,0.0005893148,0.001063048,0.000969978,0.0006752429,0.001152391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009793066,0.002163153,0.7124256,0.0009083099,0.002267385,0.003005485,0.002798802,0.00002714023,0.05638113,0.008302368,0.1548427,0.05589863],"study_design_scores_gemma":[0.001645726,0.00100855,0.8061376,0.0009939604,0.0006949194,0.0004055821,0.01305476,0.0000601605,0.003553834,0.0002714914,0.1699407,0.002232736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875527,0.004625158,0.0000126308,0.0229574,0.002151938,0.002303683,0.000312017,0.0004113874,0.07967313],"genre_scores_gemma":[0.9301597,0.00139006,0.00007521382,0.001760445,0.003158536,0.0001630237,0.0006934455,0.00003787583,0.06256167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09371197,"threshold_uncertainty_score":0.9997077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215151676434287,"score_gpt":0.2474877615926466,"score_spread":0.2259725939492179,"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."}}