{"id":"W2909451677","doi":"10.15453/2168-6408.1489","title":"Role Emerging Placements: Skills Development, Postgraduate Employment, and Career Pathways","year":2019,"lang":"en","type":"article","venue":"The Open Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Career Pathways; Occupational therapy; Career development; Medical education; Psychology; Work (physics); Computer-assisted web interviewing; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003349508,0.0001906748,0.0001839771,0.0007188346,0.002757002,0.002443776,0.0008302661,0.000532683,0.006817352],"category_scores_gemma":[0.01419949,0.0002209689,0.0001952961,0.0005921064,0.001597435,0.001896198,0.004825223,0.001548024,0.0006091691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748992,"about_ca_system_score_gemma":0.008881851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009176591,"about_ca_topic_score_gemma":0.03773896,"domain_scores_codex":[0.9974231,0.0008644575,0.000120356,0.0001642253,0.0007165361,0.0007114341],"domain_scores_gemma":[0.9862857,0.002075247,0.002284398,0.0002604952,0.001304662,0.007789545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001532753,0.001849111,0.6467001,0.0003883814,0.00002692026,0.002209213,0.1204724,0.0002149002,0.002148717,0.00302082,0.00552477,0.2172914],"study_design_scores_gemma":[0.00002285679,0.0008821083,0.6528276,0.0005287633,0.00001032921,0.001838196,0.319849,0.000310587,0.0004487044,0.001637725,0.02160168,0.00004252731],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890422,0.000328815,0.0004076316,0.001419276,0.00004998998,0.00003709672,0.00004411869,0.00001241512,0.008658451],"genre_scores_gemma":[0.9965346,0.0003667152,0.0004411831,0.0001535807,0.00001212737,0.00001838929,0.00004882137,0.000005051917,0.002419544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009176591,"threshold_uncertainty_score":0.02280629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234912918210995,"score_gpt":0.4885353733235863,"score_spread":0.2536224551125913,"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."}}