{"id":"W4026075","doi":"","title":"Masters level study in education: a guide to success for PGCE students","year":2008,"lang":"en","type":"book","venue":"The American Surgeon","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Success factors; Business","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":[0.00862915,0.001147276,0.001046184,0.01190888,0.001594426,0.002426309,0.001788804,0.001682732,0.01673753],"category_scores_gemma":[0.02175775,0.0008420158,0.0007029849,0.004992404,0.001307316,0.00397174,0.004298496,0.003317934,0.01157842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095357,"about_ca_system_score_gemma":0.006783745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007848876,"about_ca_topic_score_gemma":0.01143953,"domain_scores_codex":[0.9961751,0.001078063,0.0008754346,0.0001407218,0.001232416,0.0004982554],"domain_scores_gemma":[0.9838253,0.002552514,0.002174926,0.0005559176,0.006693153,0.004198176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001815526,0.00302338,0.1798858,0.0008801714,0.00002191029,0.0006152324,0.002569124,0.0004059171,0.0004346405,0.003042126,0.4484031,0.3605369],"study_design_scores_gemma":[0.0003486578,0.002167458,0.4314647,0.002981664,0.00002151818,0.002111152,0.01446764,0.003338754,0.0008212022,0.005696396,0.5364196,0.0001611969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2386977,0.02741596,0.04850104,0.1737981,0.01062305,0.05086383,0.03463672,0.01876859,0.396695],"genre_scores_gemma":[0.3852652,0.03611866,0.2689422,0.0221064,0.002477156,0.07787189,0.02850178,0.003089603,0.1756271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01673753,"threshold_uncertainty_score":0.0559926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017376056226279,"score_gpt":0.4489436337297336,"score_spread":0.3687698731674708,"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."}}