{"id":"W4404941413","doi":"10.25071/2563-2418.49","title":"Jilid 5 Suplemen 1 sampul","year":2022,"lang":"en","type":"article","venue":"LOBO Annals of Sulawesi Research","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008301169,0.0001277726,0.0002727835,0.0005466247,0.0005170706,0.0001245871,0.002927772,0.00004646556,0.0006967431],"category_scores_gemma":[0.0005455146,0.0001316918,0.0001112322,0.001636705,0.0001625685,0.0002847873,0.002277527,0.0007502643,0.0001855493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006156971,"about_ca_system_score_gemma":0.0003144488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007768019,"about_ca_topic_score_gemma":0.00001282629,"domain_scores_codex":[0.9939242,0.001619541,0.0004347335,0.0005595937,0.002576886,0.0008850523],"domain_scores_gemma":[0.997034,0.000814872,0.0001197959,0.001226798,0.0005915021,0.0002130362],"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":[0.0002810234,0.001531095,0.03465467,0.0006100057,0.0002881894,0.0005594976,0.02080194,0.008914153,0.03075827,0.2797378,0.4606298,0.1612335],"study_design_scores_gemma":[0.00116857,0.001731983,0.01751379,0.00006987238,0.000003180308,0.00007542063,0.001786291,0.07502908,0.02475815,0.008863851,0.8683277,0.0006720577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330559,0.004351697,0.02796037,0.06959633,0.00274667,0.003544067,0.0001495857,0.0009458464,0.05764958],"genre_scores_gemma":[0.9920274,0.00002917367,0.003363227,0.000177133,0.0001291848,0.0001237527,0.00001093411,0.00002185593,0.004117358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076979,"threshold_uncertainty_score":0.7628848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.402414582228899,"score_gpt":0.4801185472372285,"score_spread":0.07770396500832955,"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."}}