{"id":"W4245449194","doi":"10.31219/osf.io/j9f7n","title":"Laporan 3 (Jumat Bersih)","year":2020,"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":"Encana (Canada)","funders":"","keywords":"Computer science","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":[0.0007086921,0.0004296311,0.0005490697,0.0001219559,0.0001428341,0.0004006937,0.002223067,0.0003061319,0.001079725],"category_scores_gemma":[0.000451889,0.0004030107,0.0003066095,0.0003945267,0.0001093167,0.0002251035,0.002159875,0.0009152779,0.002878183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123859,"about_ca_system_score_gemma":0.001360077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002592021,"about_ca_topic_score_gemma":0.00001802424,"domain_scores_codex":[0.996738,0.0003130738,0.0005377498,0.001286357,0.0006639439,0.0004609118],"domain_scores_gemma":[0.9969758,0.0004930681,0.000279967,0.001283669,0.0002643016,0.0007031709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002182372,0.0005113937,0.000929295,0.0007395913,0.0002634044,0.00008084847,0.02048886,0.00004834814,0.000845935,0.6508636,0.1410946,0.1841123],"study_design_scores_gemma":[0.0004560409,0.00015716,0.004604369,0.0002427058,0.00009079157,0.00002953923,0.0007423299,0.0129753,0.00229345,0.1112814,0.8659793,0.001147635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00397849,0.0007831839,0.7283033,0.128654,0.01925152,0.0008418323,0.00001830694,0.0004100994,0.1177592],"genre_scores_gemma":[0.01217214,0.0004907108,0.9521639,0.006806849,0.001873266,0.00006531196,0.00004798541,0.00003901226,0.02634082],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7248847,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141370245113763,"score_gpt":0.3536412394026234,"score_spread":0.2395042148912472,"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."}}