{"id":"W4300887794","doi":"10.31227/osf.io/a4rbu","title":"PROFIL PERALATAN DAN KETERLAKSANAAN PRAKTIKUM FISIKA SMA DI WILAYAH MISKIN PROPINSI BENGKULU","year":2017,"lang":"id","type":"preprint","venue":"","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; 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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003045706,0.001050755,0.001364026,0.0002333983,0.003345059,0.001753327,0.003395997,0.001185073,0.0013111],"category_scores_gemma":[0.002347671,0.0008994423,0.000825818,0.0002627824,0.001496118,0.0006744963,0.001345678,0.001648154,0.0003305964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463335,"about_ca_system_score_gemma":0.002690896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008146276,"about_ca_topic_score_gemma":0.004438991,"domain_scores_codex":[0.9921067,0.001585909,0.001196745,0.002036955,0.001662242,0.001411387],"domain_scores_gemma":[0.9939955,0.0006974358,0.001391963,0.002388013,0.000689125,0.0008379855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109129,0.001429781,0.6936935,0.001509402,0.0007351602,0.0000679575,0.06405412,0.00002967407,0.0003003046,0.1296438,0.01296146,0.09546389],"study_design_scores_gemma":[0.0007687556,0.0002931143,0.5083095,0.001061075,0.0003498491,0.0000148004,0.01786399,0.0002079873,0.0008241811,0.01213194,0.4556189,0.002555869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4670447,0.001260992,0.0005065696,0.07611646,0.0166925,0.005194723,0.0001817056,0.0004545498,0.4325478],"genre_scores_gemma":[0.7543893,0.002238946,0.03086127,0.001172257,0.006864596,0.0004879866,0.0003639837,0.0001986337,0.203423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426574,"threshold_uncertainty_score":0.9996018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09334311355448928,"score_gpt":0.4167441103938346,"score_spread":0.3234009968393453,"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."}}