{"id":"W4235399789","doi":"10.31219/osf.io/gr37d","title":"Banyumas; Fiksi &amp;amp; Fakta Sebuah Kota","year":2017,"lang":"id","type":"preprint","venue":"","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Art","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","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002570734,0.0008844151,0.001006182,0.0003042258,0.0007783333,0.001834721,0.006585947,0.0007537149,0.002785712],"category_scores_gemma":[0.002601988,0.0008110206,0.0005666309,0.000219571,0.0003736012,0.0005933628,0.004864045,0.001649389,0.009591022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366461,"about_ca_system_score_gemma":0.002682091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115001,"about_ca_topic_score_gemma":0.0007153358,"domain_scores_codex":[0.9938818,0.0005982463,0.0009484865,0.002274966,0.001208772,0.001087722],"domain_scores_gemma":[0.989077,0.001174309,0.0009386993,0.00710889,0.0007715417,0.0009296172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000431404,0.00149355,0.00522279,0.00101762,0.0005189135,0.00004324448,0.01425591,0.0001075899,0.001434383,0.1313992,0.3907251,0.4537386],"study_design_scores_gemma":[0.0003333655,0.00002968467,0.007836157,0.0003788084,0.00006654458,0.00005204987,0.00005547301,0.0006638216,0.0003204008,0.02488806,0.9643424,0.001033299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03056833,0.001972731,0.6860421,0.03955664,0.04656092,0.001689783,0.00008260056,0.0004951858,0.1930317],"genre_scores_gemma":[0.002588128,0.001187204,0.675594,0.001479236,0.002331619,0.0001591245,0.0001018819,0.00005625928,0.3165025],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5736172,"threshold_uncertainty_score":0.9994341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580017583806707,"score_gpt":0.4029643395432214,"score_spread":0.2449625811625507,"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."}}