{"id":"W2134946056","doi":"10.1111/j.1473-6861.2006.00124.x","title":"Change in reflections of physiotherapy students over time in clinical placements","year":2006,"lang":"en","type":"article","venue":"Learning in Health and Social Care","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Categorization; Medical education; Scope (computer science); Medicine; Psychology; Reflection (computer programming); Qualitative research; Clinical Practice; Physical therapy; Sociology; Computer science","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":[0.00515992,0.0006687919,0.0008999316,0.001858533,0.002366182,0.004561935,0.001652247,0.001918344,0.002134078],"category_scores_gemma":[0.04356004,0.0006193099,0.0006798095,0.001097484,0.003118683,0.001291692,0.004916015,0.002789652,0.0007884818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123516,"about_ca_system_score_gemma":0.001638755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141024,"about_ca_topic_score_gemma":0.00230535,"domain_scores_codex":[0.9908999,0.004659826,0.000422821,0.0006739827,0.002193839,0.001149643],"domain_scores_gemma":[0.9725314,0.01052524,0.006216968,0.001070047,0.005102371,0.004553827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003681037,0.0004430473,0.08615217,0.000292826,0.00006694349,0.002367993,0.8582937,0.0001829105,0.009756905,0.0002651515,0.00112597,0.04068435],"study_design_scores_gemma":[0.00001809611,0.001440388,0.1512847,0.0002686709,0.0000339174,0.001748508,0.8321182,0.0003027947,0.003469727,0.000328197,0.008852087,0.0001347303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975197,0.0001147635,0.0005642382,0.0003493932,0.00003400696,0.00004219914,0.00003486032,0.00002031968,0.001320498],"genre_scores_gemma":[0.9973878,0.000171132,0.0006156772,0.0001487728,0.00001902208,0.00004647679,0.00005611119,0.00001896863,0.001536061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00515992,"threshold_uncertainty_score":0.02728856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07524882851364109,"score_gpt":0.5684568704575029,"score_spread":0.4932080419438618,"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."}}