{"id":"W4283792965","doi":"10.1108/s1479-36792022000042a020","title":"Prelims","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Public Safety Canada","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008114274,0.0006866673,0.0004311142,0.001444805,0.004647904,0.003757396,0.0007562577,0.001777504,0.09789862],"category_scores_gemma":[0.001684516,0.0003824129,0.000421226,0.0007614459,0.00260287,0.003269393,0.0020381,0.003237242,0.02585707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317654,"about_ca_system_score_gemma":0.002799429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006859382,"about_ca_topic_score_gemma":0.0178884,"domain_scores_codex":[0.9995221,0.0001209344,0.00002431726,0.00008721876,0.0001761827,0.00006929047],"domain_scores_gemma":[0.9994015,0.0001841785,0.0000369189,0.00008497669,0.0001902991,0.0001021594],"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":[0.00005121274,0.00007718826,0.000382774,0.000183841,0.00000405219,0.0001592183,0.001317906,0.000125701,0.0003648636,0.4840321,0.4337195,0.07958153],"study_design_scores_gemma":[0.000005002273,0.00001942055,0.0006849799,0.0001091358,0.000002942216,0.0001096929,0.0004873574,0.000114139,0.0001814752,0.03997563,0.9583049,0.00000540786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001496897,0.006715081,0.001637437,0.005976192,0.003171871,0.00006162257,0.0001549788,0.00008028886,0.9807056],"genre_scores_gemma":[0.01549182,0.001988426,0.0004123255,0.002030022,0.001243318,0.00007067386,0.00009885658,0.00005456891,0.9786099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09789862,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644037283880514,"score_gpt":0.2916409044230752,"score_spread":0.26520053158427,"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."}}