{"id":"W2056360654","doi":"10.1177/000841740407100407","title":"Exploring What Employers Seek When Hiring Occupational Therapists","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Occupational therapy; Curriculum; Medical education; Interpersonal communication; Variety (cybernetics); Exploratory research; Psychology; Work (physics); Medicine; Nursing; Pedagogy; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001815834,0.0002784765,0.0003685783,0.0009243364,0.001358885,0.0001659743,0.00054643,0.0001810678,0.002568031],"category_scores_gemma":[0.0003438047,0.0002372502,0.0002365839,0.0004542879,0.0001404276,0.003679019,0.00001933267,0.001131617,0.0002793279],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121891,"about_ca_system_score_gemma":0.01187112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474191,"about_ca_topic_score_gemma":0.004701015,"domain_scores_codex":[0.9964126,0.0005038025,0.001034144,0.0002724306,0.0009995847,0.0007774782],"domain_scores_gemma":[0.9957216,0.0008588008,0.0006761057,0.0002887457,0.001570832,0.000883858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01134559,0.0005691519,0.7133902,0.0001892669,0.001974021,0.0006622842,0.05907701,0.009248931,0.00439039,0.04714978,0.01481234,0.1371911],"study_design_scores_gemma":[0.007723772,0.0006939601,0.7650182,0.001019501,0.00002532279,0.0001091076,0.007352419,0.00002033447,0.0005481333,0.02087324,0.1959734,0.0006426434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845784,0.003305107,0.001708998,0.006217379,0.002846922,0.0005435921,0.0000504623,0.00002740719,0.0007217755],"genre_scores_gemma":[0.9854625,0.003764178,0.003607862,0.004374535,0.002124032,0.00008394686,0.00006104357,0.00007601537,0.0004458517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811611,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.640896757647482,"score_gpt":0.5140677545014822,"score_spread":0.1268290031459998,"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."}}