{"id":"W4281727247","doi":"10.31219/osf.io/8qr4p","title":"UAS ILMU ANTROPOLOGI DAN PENDIDIKAN IPS","year":2022,"lang":"id","type":"preprint","venue":"","topic":"Educational Research and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006720074,0.0003580038,0.0005072249,0.0002413419,0.002165123,0.0003195328,0.002022098,0.0003697555,0.1443533],"category_scores_gemma":[0.004130209,0.0003369347,0.0003946466,0.0006346009,0.001195552,0.0001521874,0.001993907,0.001998514,0.0007047082],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009724139,"about_ca_system_score_gemma":0.005981049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606943,"about_ca_topic_score_gemma":0.001954958,"domain_scores_codex":[0.9913648,0.003785453,0.000500194,0.001050841,0.002074024,0.001224668],"domain_scores_gemma":[0.9959651,0.0018817,0.00026005,0.0007614617,0.000299788,0.000831856],"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":[0.000101986,0.001012419,0.01808627,0.0001676458,0.0002748693,0.00005524898,0.02817227,0.00002371696,0.0004298175,0.7755438,0.1293317,0.04680023],"study_design_scores_gemma":[0.0001365746,0.0001514372,0.0131566,0.00001696467,0.00002903327,0.000002396979,0.09449931,0.00001235946,0.00015108,0.01581258,0.8756374,0.0003942883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05232048,0.001080432,0.0002499027,0.02358167,0.005201282,0.000979899,0.00006083747,0.0001281641,0.9163973],"genre_scores_gemma":[0.2477944,0.008281884,0.01834727,0.001234063,0.002961695,0.0004767065,0.0003433922,0.00005590029,0.7205047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7597312,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550071323631647,"score_gpt":0.5124257583527884,"score_spread":0.3574186259896237,"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."}}