{"id":"W1999097841","doi":"10.1080/13803610512331383489","title":"Reflection on Teaching: Types and Goals of Reflection","year":2004,"lang":"en","type":"article","venue":"Educational Research and Evaluation","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reflection (computer programming); Psychology; Elaboration; Cognition; Mathematics education; Epistemology; Cognitive science; Computer science; Philosophy; Neuroscience; Humanities","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":[0.01830476,0.0004887827,0.0006371648,0.002931237,0.000967274,0.00671421,0.001552281,0.002923873,0.001009125],"category_scores_gemma":[0.06458864,0.0005395246,0.000984353,0.001978759,0.00512753,0.007705347,0.004148768,0.002290586,0.0004297183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522804,"about_ca_system_score_gemma":0.002213793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004696791,"about_ca_topic_score_gemma":0.0004906668,"domain_scores_codex":[0.9712214,0.01594758,0.002269862,0.001789732,0.007160872,0.001610616],"domain_scores_gemma":[0.9303645,0.04060679,0.009198827,0.0108355,0.006651405,0.002342984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005352198,0.0006962087,0.1371909,0.001635129,0.0001698917,0.0004203533,0.1303101,0.003026795,0.008516095,0.3922419,0.003889658,0.3213678],"study_design_scores_gemma":[0.0001327857,0.000882205,0.1332869,0.002229477,0.0001983101,0.003697288,0.08508188,0.01646494,0.01839149,0.6840891,0.05525595,0.0002896176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5477114,0.002281042,0.3245459,0.009057743,0.0002181646,0.00100168,0.000359846,0.0006061175,0.1142181],"genre_scores_gemma":[0.9469017,0.0006449239,0.04973089,0.0003304258,0.00004861289,0.0003637403,0.0001577027,0.0001234486,0.001698496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830476,"threshold_uncertainty_score":0.09680599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3760522189486467,"score_gpt":0.6269748441534377,"score_spread":0.250922625204791,"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."}}