{"id":"W2229799507","doi":"","title":"Educational Developments, Practices and Effectiveness: Global Perspectives and Contexts","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Pedagogy; Psychology; Engineering ethics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01266977,0.0003606167,0.0004922126,0.006534818,0.003894186,0.01911477,0.000981028,0.002642235,0.007028662],"category_scores_gemma":[0.02517854,0.0003180714,0.0002887154,0.01461265,0.01687001,0.01053557,0.006073992,0.002555115,0.0003730086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290879,"about_ca_system_score_gemma":0.01573742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05033208,"about_ca_topic_score_gemma":0.07187071,"domain_scores_codex":[0.9887525,0.005931662,0.0005167152,0.0006917362,0.002146874,0.001960533],"domain_scores_gemma":[0.965988,0.02035369,0.004460788,0.001270133,0.004608057,0.00331938],"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":[0.0001918443,0.0005512945,0.09772657,0.001925184,0.0001322892,0.0005155221,0.1202272,0.0007520958,0.0005356861,0.4579296,0.01573455,0.3037782],"study_design_scores_gemma":[0.00008380185,0.0003654646,0.3359886,0.005065576,0.0001549455,0.0003329789,0.2869082,0.0003349378,0.0009942017,0.06872854,0.3009302,0.0001125415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.3516194,0.06514987,0.001093423,0.1570319,0.0005245598,0.00007337567,0.0006559662,0.00007249654,0.423779],"genre_scores_gemma":[0.982543,0.0123032,0.0004459919,0.001540722,0.0001934755,0.00002120687,0.00006735096,0.00002041679,0.002864558],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05033208,"threshold_uncertainty_score":0.1000782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705220373336062,"score_gpt":0.3351295208561512,"score_spread":0.3080773171227906,"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."}}