{"id":"W2147088462","doi":"","title":"Critical incident analysis through narrative reflective practice: A case study","year":2015,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Narrative; Narrative inquiry; Reflective practice; Critical Incident Technique; Psychology; Art; Pedagogy; Literature; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00003982829,0.0003137211,0.0004090972,0.0007986494,0.002223921,0.0005541633,0.0007008518,0.0002402732,0.00001059316],"category_scores_gemma":[0.003577642,0.0004043347,0.0002758266,0.004059554,0.0005843962,0.01205667,0.0004611344,0.0005145513,0.00004416675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925509,"about_ca_system_score_gemma":0.00143758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310876,"about_ca_topic_score_gemma":0.01704986,"domain_scores_codex":[0.995456,0.001833912,0.0002663115,0.0008794755,0.001027992,0.0005362693],"domain_scores_gemma":[0.994561,0.001339033,0.0004332351,0.0004992881,0.002542067,0.0006253768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004204544,0.01120373,0.5431901,0.00003664062,0.007334917,0.04130819,0.3263529,0.001513543,0.0005005355,0.006596959,0.05594261,0.001815348],"study_design_scores_gemma":[0.0006597129,0.0004550592,0.001279671,0.000008373545,0.001390128,0.0003591717,0.8187936,0.000003493775,0.00001603331,0.0002005624,0.1764581,0.0003760837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5945109,0.00003697387,0.004568824,0.00007862828,0.0006145303,0.0006394792,0.00001406505,0.0002635998,0.399273],"genre_scores_gemma":[0.845715,0.0000140877,0.00101206,0.00004522085,0.0001704224,6.832523e-7,0.000005989302,0.00001659218,0.1530199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419104,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035689143584451,"score_gpt":0.3562109012129095,"score_spread":0.315854009777065,"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."}}