{"id":"W4205159252","doi":"10.31219/osf.io/scwd7","title":"PRODUKSI ROTI HAMBAR KHAS DESA RANTAU KEMINTING HULU SUNGAI TENGAH SEBAGAI SUMBER BELAJAR IPS","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Forestry; Art; Geography","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":["insufficient_payload"],"category_scores_codex":[0.003833835,0.001018257,0.001225763,0.0002653772,0.001940559,0.001614531,0.001419643,0.001080074,0.00914278],"category_scores_gemma":[0.0008229277,0.001030342,0.0006403132,0.001075139,0.0005173826,0.0005846826,0.001350339,0.002161341,0.001328583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094421,"about_ca_system_score_gemma":0.005502903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283825,"about_ca_topic_score_gemma":0.005068284,"domain_scores_codex":[0.9914537,0.001149693,0.001701024,0.002297321,0.001770552,0.001627704],"domain_scores_gemma":[0.9954104,0.0003745919,0.000889213,0.001225952,0.001309423,0.0007904159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005244919,0.002634025,0.3501941,0.001510913,0.001518054,0.0001447192,0.5647545,0.00002117052,0.002943768,0.006029746,0.03614723,0.03404924],"study_design_scores_gemma":[0.001175449,0.00004922929,0.1697893,0.002058459,0.0004073326,0.00004276247,0.3139973,0.00006801884,0.01581286,0.0001806132,0.4927977,0.003620964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8155491,0.000579575,0.0001839028,0.014529,0.009285193,0.001887719,0.00001708266,0.0003806441,0.1575878],"genre_scores_gemma":[0.7507643,0.00148041,0.003879697,0.002231124,0.001933531,0.0003066506,0.0004385455,0.0001078061,0.2388579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4566505,"threshold_uncertainty_score":0.999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340866065989567,"score_gpt":0.3139106188959807,"score_spread":0.270501958236085,"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."}}