{"id":"W4213274891","doi":"10.31219/osf.io/ry9b3","title":"MERDEKA BELAJAR: KAMPUS MERDEKA","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004550183,0.0006455908,0.0009361954,0.0001866652,0.001450946,0.0007773392,0.001247878,0.001120675,0.03154749],"category_scores_gemma":[0.002205987,0.0006413732,0.0007601388,0.001016629,0.0006417852,0.0002519436,0.0008605178,0.002087898,0.001332878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047272,"about_ca_system_score_gemma":0.003372489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124833,"about_ca_topic_score_gemma":0.001756397,"domain_scores_codex":[0.9910131,0.004040536,0.0008826715,0.001529806,0.001538024,0.0009959071],"domain_scores_gemma":[0.9954965,0.001435172,0.0006001684,0.0009136631,0.000924853,0.0006296462],"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":[0.00005172092,0.003690215,0.05708859,0.001053277,0.002272211,0.0001575236,0.4389988,0.001411614,0.0006883573,0.2290132,0.09548384,0.1700906],"study_design_scores_gemma":[0.0002870015,0.00006593523,0.03870231,0.0004184131,0.0003450866,0.00001359859,0.1121063,0.0000934653,0.0002200969,0.002898877,0.8434302,0.001418659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1390496,0.00614351,0.003267431,0.0161617,0.01808202,0.0008123858,0.00001195094,0.0003353021,0.8161361],"genre_scores_gemma":[0.4072365,0.004059926,0.05789147,0.00191045,0.00601722,0.0001968815,0.0003226888,0.0001161319,0.5222488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7479464,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882063884130564,"score_gpt":0.3930167201245117,"score_spread":0.3441960812832061,"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."}}