{"id":"W7073889235","doi":"","title":"Educational developments, practices and effectiveness: Global perspectives and contexts","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Information and Communications Technology; Metacognition; Educational technology; Educational research; Professional development; Formative assessment; Information technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01262063,0.0005773308,0.0008478994,0.005504519,0.004921338,0.02496373,0.0008303995,0.00318588,0.005456529],"category_scores_gemma":[0.01091704,0.0005319298,0.0003790382,0.01306142,0.0378192,0.01588594,0.01092026,0.003345008,0.0005157993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007788617,"about_ca_system_score_gemma":0.005385472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006324065,"about_ca_topic_score_gemma":0.007489317,"domain_scores_codex":[0.9853956,0.009503557,0.0006530404,0.0008749135,0.002154641,0.001418296],"domain_scores_gemma":[0.9773957,0.01800476,0.001302319,0.001027958,0.001402902,0.0008663919],"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":[0.00006763097,0.0001038192,0.01133851,0.002109097,0.0000791945,0.0004007505,0.2133756,0.0003404036,0.000462089,0.5677027,0.009071333,0.1949488],"study_design_scores_gemma":[0.00002735179,0.0003189307,0.04481562,0.005865793,0.00008823373,0.0008663369,0.3960927,0.0001492122,0.000706132,0.07899673,0.4720083,0.00006449336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.109691,0.2415618,0.002850676,0.08648899,0.0008464735,0.00006709641,0.0001967204,0.0001033107,0.5581939],"genre_scores_gemma":[0.877731,0.1085007,0.001579896,0.00337053,0.0005754258,0.0001241944,0.00005631907,0.00007305988,0.007988855],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02496373,"threshold_uncertainty_score":0.06674504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07783208876732729,"score_gpt":0.3655757664252826,"score_spread":0.2877436776579553,"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."}}