{"id":"W7115677096","doi":"10.26181/30485627","title":"A profile of Australian occupational therapy academic workforce job satisfaction","year":2020,"lang":"","type":"article","venue":"La Trobe University","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Workload; Quarter (Canadian coin); Occupational therapy; Job satisfaction; Inclusion (mineral); Economic shortage; Descriptive statistics","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":[0.002030048,0.0001761581,0.0003354774,0.001473528,0.0007643921,0.001007555,0.000457984,0.0003720018,0.003663138],"category_scores_gemma":[0.005611553,0.0001571342,0.0002562191,0.002080386,0.0004223585,0.0005037296,0.001162856,0.0004176529,0.0006701055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006844694,"about_ca_system_score_gemma":0.0009601567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009714002,"about_ca_topic_score_gemma":0.00948053,"domain_scores_codex":[0.9986923,0.0002834869,0.0001345403,0.0000916516,0.0005755957,0.0002224257],"domain_scores_gemma":[0.996676,0.0003459566,0.001020735,0.00007880257,0.001050704,0.0008278859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005676239,0.00009577096,0.9675096,0.0001347649,0.00001903795,0.0001738568,0.009017595,0.00006207816,0.0006735325,0.0000750674,0.001339859,0.02084216],"study_design_scores_gemma":[0.000001791088,0.0001705571,0.9920778,0.00002862796,0.000004153945,0.0001443382,0.006356327,0.0001384187,0.00004284545,0.00003232861,0.0009982151,0.000004430724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975492,0.0001820568,0.00008252733,0.0002947356,0.00001036935,0.00001599293,0.0002024894,0.000005280679,0.001657377],"genre_scores_gemma":[0.9988045,0.0002180676,0.00008560483,0.00008587998,0.000008458752,0.0000237175,0.0001915804,0.000002145865,0.0005800436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009714002,"threshold_uncertainty_score":0.01931494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2285089276141734,"score_gpt":0.4364516029380272,"score_spread":0.2079426753238539,"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."}}