{"id":"W4380244553","doi":"10.31219/osf.io/68ny3","title":"Analisis Angka Pendidikan di Salo Timur, Kabupaten Kampar, Provinsi Riau: Pendekatan Penelitian Inovatif dalam Wilayah yang Belum Pernah Diteliti Sebelumnya","year":2023,"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":"WiLAN (Canada)","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009682355,0.0003490258,0.0003431809,0.001542899,0.001124868,0.002032847,0.0006673717,0.000461515,0.008428035],"category_scores_gemma":[0.001962203,0.0002532119,0.0005470839,0.003164527,0.0005853396,0.0008725518,0.001094134,0.0009457186,0.001226478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407448,"about_ca_system_score_gemma":0.001772251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04965134,"about_ca_topic_score_gemma":0.1130432,"domain_scores_codex":[0.9992983,0.0001538388,0.00004228326,0.0001344267,0.0002188516,0.00015227],"domain_scores_gemma":[0.9984105,0.000440623,0.0003205347,0.00008077858,0.0005688572,0.0001787193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000489168,0.0002548764,0.8543195,0.001185856,0.0003088328,0.001652143,0.03323343,0.0006032391,0.01093245,0.003633795,0.005784038,0.08760256],"study_design_scores_gemma":[0.000006950544,0.0001312377,0.9292918,0.0001381358,0.00009354857,0.0002505819,0.03774913,0.0003324974,0.001380388,0.0003684274,0.03023247,0.00002469291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647796,0.001625203,0.000929444,0.0005635358,0.00004507024,0.0001123979,0.003918946,0.00005481871,0.02797089],"genre_scores_gemma":[0.9791445,0.0009079,0.001641057,0.0001712291,0.00001976073,0.0001321325,0.002027823,0.00002976409,0.01592594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04965134,"threshold_uncertainty_score":0.09872472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104512075585178,"score_gpt":0.3422133025773054,"score_spread":0.2377012269921274,"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."}}