{"id":"W1057512088","doi":"10.1007/s10459-012-9372-1","title":"Seeing the same thing differently","year":2012,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Salience (neuroscience); Formative assessment; Narrative; Psychology; Grounded theory; Valence (chemistry); Qualitative research; Applied psychology; Cognitive psychology; Social psychology; Computer science; Medical education; Mathematics education; Medicine","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":[0.009109698,0.0006961275,0.0008328378,0.001517677,0.007824413,0.01849316,0.001566429,0.01054331,0.02999151],"category_scores_gemma":[0.0227235,0.0004678382,0.0008350692,0.001043938,0.01902677,0.02155376,0.00768508,0.02902827,0.01041187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820034,"about_ca_system_score_gemma":0.007134023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00501566,"about_ca_topic_score_gemma":0.009230806,"domain_scores_codex":[0.9878732,0.005538576,0.0003169283,0.001414951,0.003028303,0.001828148],"domain_scores_gemma":[0.9869003,0.002726251,0.0007989547,0.001276749,0.003580098,0.004717691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001350126,0.000137378,0.003522095,0.0002232131,0.00009378244,0.0005235645,0.02257921,0.0001488732,0.002193738,0.35031,0.5321609,0.08797229],"study_design_scores_gemma":[0.00003548335,0.00007043408,0.002034449,0.0003523115,0.00005285245,0.0007162367,0.02374852,0.0001749711,0.000781389,0.1668047,0.8051409,0.0000877883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006562023,0.006785906,0.005291362,0.8410581,0.02909927,0.00001685234,0.00007366361,0.0002059687,0.1109069],"genre_scores_gemma":[0.2026997,0.008821809,0.00686938,0.642891,0.01183378,0.00006159076,0.0001818304,0.0004966215,0.1261443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02999151,"threshold_uncertainty_score":0.1003316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650132101113494,"score_gpt":0.4353385852226313,"score_spread":0.4088372642114964,"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."}}