{"id":"W2079589844","doi":"10.1177/1050651905284396","title":"Look Who’s Talking","year":2006,"lang":"en","type":"article","venue":"Journal of Business and Technical Communication","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University of Waterloo","funders":"","keywords":"Apprenticeship; Medical education; Psychology; Qualitative research; Computer science; Pedagogy; Medicine; Sociology; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005956707,0.00008220109,0.0001965069,0.0001620653,0.0001881757,0.00004758177,0.000450743,0.000111221,0.0002380673],"category_scores_gemma":[0.00007987774,0.00007299065,0.00004974798,0.0003311569,0.0001347647,0.0001523979,0.0001106972,0.0003790006,0.00000935912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529358,"about_ca_system_score_gemma":0.00006034332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003164128,"about_ca_topic_score_gemma":0.0001050301,"domain_scores_codex":[0.9988866,0.0001723156,0.000604744,0.00008130322,0.0001419753,0.0001129893],"domain_scores_gemma":[0.9979184,0.0002341431,0.0005265766,0.0006892267,0.0005784938,0.00005312245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001919128,0.001399413,0.06647398,0.00009303178,0.00005587138,0.000007050528,0.0009507112,0.00003300138,0.002015162,0.7308112,0.06631213,0.1316565],"study_design_scores_gemma":[0.0004476813,0.00003830406,0.8851917,0.000125983,0.00002281967,0.0002685638,0.0003742932,0.00001088292,0.00001384642,0.01083164,0.1025751,0.00009911519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5539737,0.05777962,0.01903706,0.1120909,0.001210087,0.0006663802,0.000008996421,0.0002300761,0.2550033],"genre_scores_gemma":[0.9934789,0.001031025,0.004584306,0.0002665266,0.000127854,0.00001015428,0.000009465066,0.00001202062,0.0004797266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8187177,"threshold_uncertainty_score":0.2976472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503183780457984,"score_gpt":0.364690403907779,"score_spread":0.3296585661031991,"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."}}