{"id":"W2790506133","doi":"","title":"Practitioner expectations for intern leadership skills: implications for interior designer education","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Interior design; Medical education; Pedagogy; Management; Engineering; Mathematics education; Medicine; Architectural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01223191,0.000135086,0.0002101033,0.0008760188,0.004055382,0.003294858,0.0006927773,0.0005020971,0.004827439],"category_scores_gemma":[0.03833568,0.0002410643,0.0001690519,0.001196078,0.001889566,0.00116212,0.001528001,0.001402329,0.0004126166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359119,"about_ca_system_score_gemma":0.04757642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3455973,"about_ca_topic_score_gemma":0.5765375,"domain_scores_codex":[0.9929843,0.002040694,0.0003558583,0.0003794743,0.002674521,0.001565182],"domain_scores_gemma":[0.9588799,0.01367833,0.003642341,0.0007239279,0.01491805,0.008157441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001175092,0.0002936311,0.685743,0.000399567,0.00001277397,0.0005769368,0.2078398,0.0002825609,0.001231457,0.005038468,0.01015479,0.08830959],"study_design_scores_gemma":[0.00001741572,0.0001795828,0.3853605,0.0005851694,0.00001073618,0.0003817425,0.5884486,0.000494987,0.0004624482,0.001275317,0.02274985,0.00003365019],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626125,0.0005015921,0.001248752,0.01168383,0.00006548701,0.00009607688,0.0001630641,0.00003308172,0.02359577],"genre_scores_gemma":[0.9943575,0.0005344466,0.0009745107,0.0006884018,0.000007509408,0.00006464461,0.00006773605,0.000008140275,0.003297134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455973,"threshold_uncertainty_score":0.6871713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05170089757659396,"score_gpt":0.2563723808159294,"score_spread":0.2046714832393355,"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."}}