{"id":"W4415298046","doi":"10.25181/.v3i1.4038","title":"SALURAN PEMASARAN UBI KAYU DI DESA PURBA SAKTI KECAMATAN ABUNG SURAKARTA KABUPATEN LAMPUNG UTARA","year":2025,"lang":"","type":"article","venue":"Jurnal Manajemen Agribisnis Terapan","topic":"Agriculture and Agroindustry Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Margin (machine learning); Quarter (Canadian coin); Dispose pattern","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.000916037,0.001762864,0.001895788,0.0001609124,0.002801807,0.001409798,0.002055733,0.0009852517,0.0006019691],"category_scores_gemma":[0.0001102987,0.0007914595,0.001198606,0.002632615,0.0005782269,0.001027872,0.0009503042,0.001793506,0.0001680545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039506,"about_ca_system_score_gemma":0.0001045698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007731415,"about_ca_topic_score_gemma":0.002213435,"domain_scores_codex":[0.9911758,0.00062588,0.002199586,0.002153456,0.00129677,0.002548564],"domain_scores_gemma":[0.9967465,0.0005539338,0.0009045244,0.0005451103,0.0005119774,0.0007379874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004976828,0.001613984,0.7071281,0.0004056093,0.002424998,0.0003350186,0.001558631,0.0001159804,0.06182738,0.004649861,0.05617832,0.1632644],"study_design_scores_gemma":[0.001139951,0.0007883136,0.8330739,0.0009706727,0.000588148,0.00006034912,0.003225446,0.0001821286,0.001857526,0.0005189663,0.1559846,0.001609927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481763,0.007084486,0.0000129945,0.02341823,0.002053871,0.001553691,0.0001256579,0.0003220154,0.0172528],"genre_scores_gemma":[0.9578235,0.002583458,0.00004981649,0.001291439,0.002691697,0.00009709124,0.0003320767,0.00001698727,0.03511396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616545,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393541040937608,"score_gpt":0.2358981360760949,"score_spread":0.2219627256667188,"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."}}