{"id":"W7085664158","doi":"10.61844/ibmasatim.v3i1.759","title":"Pendampingan Identifikasi Aset Kelompok Tani di Desa Pattallassang Kabupaten Gowa","year":2024,"lang":"id","type":"article","venue":"IbMAS ATIM Jurnal Pengabdian Masyarakat","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001123525,0.001110454,0.0008462863,0.0001637969,0.001291421,0.003064407,0.001346188,0.000457982,0.006115628],"category_scores_gemma":[0.0001019198,0.0005251186,0.0007441713,0.001576229,0.0002704026,0.001281182,0.0007815241,0.001135634,0.007086848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840741,"about_ca_system_score_gemma":0.0001189754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003747756,"about_ca_topic_score_gemma":0.001181731,"domain_scores_codex":[0.9936378,0.0004393061,0.001265816,0.001651168,0.001333877,0.001672009],"domain_scores_gemma":[0.9978989,0.000396457,0.0003634838,0.0002770865,0.0002327911,0.0008312631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002661194,0.0008502621,0.0251747,0.001576651,0.001934691,0.005764879,0.004166884,0.00009413475,0.1414234,0.009773647,0.5361117,0.2728629],"study_design_scores_gemma":[0.0004735239,0.000542882,0.4738361,0.001315367,0.0003690135,0.0001898958,0.002820245,0.0006799034,0.002537501,0.0009152971,0.5142513,0.002068975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945335,0.006991217,0.0000734284,0.01511225,0.006336435,0.001766359,0.000485458,0.0007462505,0.02315355],"genre_scores_gemma":[0.9298011,0.001739317,0.0001324671,0.0004839741,0.00215718,0.00007504824,0.001082603,0.00002517571,0.06450312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486614,"threshold_uncertainty_score":0.99972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118221241533518,"score_gpt":0.2334905935125527,"score_spread":0.2123083810972175,"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."}}