{"id":"W4375843542","doi":"10.24036/abdi.v5i1.418","title":"Peningkatan Usaha Melalui Hilirisasi Produk Berbasis Tomat Pada Masyarakat","year":2023,"lang":"id","type":"article","venue":"Abdi Jurnal Pengabdian dan Pemberdayaan Masyarakat","topic":"Agricultural Development and Management","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mathematics","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002129947,0.001950706,0.001669358,0.0003527188,0.002676131,0.00156633,0.002750657,0.0007469167,0.003694552],"category_scores_gemma":[0.000373584,0.001034237,0.001107652,0.004531573,0.0005715155,0.001593177,0.001951498,0.00160178,0.01172102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005910175,"about_ca_system_score_gemma":0.0001628859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005589382,"about_ca_topic_score_gemma":0.001909226,"domain_scores_codex":[0.9884264,0.0008616534,0.00206862,0.002776145,0.00241966,0.003447449],"domain_scores_gemma":[0.9954507,0.0006913498,0.001008145,0.0007862408,0.0004817061,0.00158189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003860916,0.0006883188,0.06416599,0.0005321085,0.0008939899,0.001956677,0.002998722,0.00006145375,0.02954926,0.002245205,0.775951,0.1205712],"study_design_scores_gemma":[0.00109729,0.0007649402,0.5108056,0.0005182974,0.0003743709,0.0002068004,0.007398093,0.0001908609,0.00301196,0.0004371116,0.4726126,0.00258211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391219,0.001200593,0.000005217995,0.02047456,0.003470838,0.002464449,0.0002392055,0.001241705,0.03178151],"genre_scores_gemma":[0.832124,0.002727366,0.0003244723,0.001301845,0.002878259,0.0002372416,0.001478881,0.00005878779,0.1588692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4466396,"threshold_uncertainty_score":0.9994701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182992850705333,"score_gpt":0.2264646430420205,"score_spread":0.2046347145349672,"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."}}