{"id":"W2155438351","doi":"10.5539/ies.v3n1p126","title":"Summary of Development as a Reflective Practitioner","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Reflective practice; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000729826,0.000079045,0.0001004093,0.000202761,0.0003272782,0.00004163206,0.0002240793,0.00005578555,0.0005055042],"category_scores_gemma":[0.008173699,0.00007977697,0.0000336647,0.0002421148,0.0002787369,0.000678293,0.00004824319,0.0001899027,0.0001201754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281018,"about_ca_system_score_gemma":0.00242027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007308927,"about_ca_topic_score_gemma":0.001352233,"domain_scores_codex":[0.9988496,0.0001086943,0.0002564049,0.0001879437,0.0004846721,0.0001127029],"domain_scores_gemma":[0.9951156,0.0004742106,0.0003427537,0.0001161308,0.003902398,0.00004895554],"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":[0.0001094933,0.001823381,0.04140054,0.00002791783,0.0008143905,7.181686e-7,0.2142926,0.000004597555,0.008891891,0.4664654,0.04984663,0.2163225],"study_design_scores_gemma":[0.00006706065,0.00001148581,0.009988226,0.00002546459,0.00001277975,0.000002627328,0.03330538,5.537971e-7,0.003548449,0.02480255,0.9281459,0.00008951771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3540094,0.000276306,0.0001132981,0.009902444,0.01417028,0.0001894994,0.000001637442,0.0000368055,0.6213003],"genre_scores_gemma":[0.9524192,0.0003648493,0.02435514,0.0004519185,0.0007852346,0.0001942292,0.00001317712,0.000008566524,0.02140768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8782993,"threshold_uncertainty_score":0.9785272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187707223356787,"score_gpt":0.5161416303634964,"score_spread":0.4442645581299285,"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."}}