{"id":"W1993238602","doi":"10.1055/s-0032-1311676","title":"Reflection as a Tool for Audiology Student and Novice Practitioner Learning, Development, and Self-Care","year":2012,"lang":"en","type":"article","venue":"Seminars in Hearing","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Grounded theory; Context (archaeology); Psychology; Reflection (computer programming); Temptation; Socialization; Reflective practice; Limiting; Facet (psychology); Medical education; Pedagogy; Medicine; Social psychology; Sociology; Computer science; Qualitative research; Engineering","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":[0.0347832,0.0005646556,0.0005537943,0.002251449,0.002966102,0.00799298,0.001549788,0.002496083,0.002592396],"category_scores_gemma":[0.04726802,0.000386885,0.0007375663,0.0008438359,0.009503354,0.007354151,0.009588776,0.003425779,0.0008634478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387722,"about_ca_system_score_gemma":0.005926253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004176131,"about_ca_topic_score_gemma":0.0009756283,"domain_scores_codex":[0.946867,0.04642577,0.001075763,0.001055665,0.003537744,0.001038025],"domain_scores_gemma":[0.9426245,0.04310245,0.002964934,0.005094858,0.003113376,0.003099757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001069666,0.000761836,0.007087839,0.0009513341,0.00003582911,0.0004170536,0.3357498,0.0003960628,0.002055023,0.09554163,0.009334206,0.5475624],"study_design_scores_gemma":[0.0001590687,0.002567875,0.0139652,0.006679287,0.0001221665,0.00387129,0.4803699,0.002958809,0.009778778,0.1349772,0.3442591,0.0002912331],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2839705,0.01206842,0.4320997,0.07186211,0.002380503,0.002170866,0.00009268202,0.001552144,0.1938031],"genre_scores_gemma":[0.7785449,0.004411751,0.1985155,0.002660816,0.0002587895,0.001083973,0.00007645837,0.0001638663,0.01428407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0347832,"threshold_uncertainty_score":0.1839533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567625900995734,"score_gpt":0.4244472214313131,"score_spread":0.3887709624213558,"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."}}