{"id":"W2974658205","doi":"10.24114/bss.v8i2.14469","title":"ANALISIS KESALAHAN BERBAHASA PADA PENULISAN MEDIA LUAR RUANG DI PANYABUNGAN","year":2019,"lang":"id","type":"article","venue":"Basastra","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; Art; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116455,0.0005162173,0.0006096534,0.0002507335,0.0001989151,0.0004386007,0.001645989,0.0002642212,0.001490933],"category_scores_gemma":[0.0003928776,0.0005059853,0.0003092804,0.0009113013,0.0001619493,0.0008122977,0.0003549096,0.0006046416,0.002141466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409815,"about_ca_system_score_gemma":0.0008821883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003786071,"about_ca_topic_score_gemma":0.0001196047,"domain_scores_codex":[0.9956563,0.0004841785,0.0006715901,0.001133274,0.001064968,0.0009896717],"domain_scores_gemma":[0.9960175,0.001096327,0.0003418566,0.001521391,0.0002731456,0.0007497832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001225155,0.00270397,0.3962255,0.000943131,0.0006362492,0.0002617353,0.05969145,0.00007991829,0.03346925,0.04240329,0.05409998,0.409363],"study_design_scores_gemma":[0.002037225,0.0005904239,0.8334411,0.0007099766,0.0002368694,0.00008865706,0.008024365,0.00341572,0.011872,0.001797972,0.1358524,0.001933306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712043,0.001291028,0.00450756,0.005034829,0.01065522,0.0006360658,0.00007646843,0.0001320369,0.006462426],"genre_scores_gemma":[0.9126214,0.0002823078,0.07948343,0.001101241,0.001946426,0.00004959757,0.00008347647,0.00007737721,0.004354706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372156,"threshold_uncertainty_score":0.9997392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769546087394784,"score_gpt":0.284307666535598,"score_spread":0.2566122056616502,"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."}}