{"id":"W4297982482","doi":"10.3390/ijerph191912408","title":"Workplace Assessment Scale: Pilot Validation Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Concurrent validity; Psychology; Clinical psychology; Convergent validity; Predictive validity; Scale (ratio); Population; Feeling; Likert scale; Test validity; Internal validity; Psychometrics; Humiliation; Social psychology; Medicine; Internal consistency; Developmental psychology","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":[0.01053126,0.0008066542,0.000748968,0.0008513785,0.001180894,0.0006662015,0.0008988951,0.0008760593,0.003208113],"category_scores_gemma":[0.01596001,0.0004113502,0.0008249254,0.0005344315,0.0006250752,0.0006313734,0.000988183,0.001729343,0.001856629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587427,"about_ca_system_score_gemma":0.001679788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603552,"about_ca_topic_score_gemma":0.00247221,"domain_scores_codex":[0.9961987,0.001768774,0.0004232435,0.0002483901,0.001155255,0.0002055836],"domain_scores_gemma":[0.9896605,0.002918411,0.0005421451,0.000996916,0.005204233,0.000677905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006582437,0.1072804,0.4566867,0.001673506,0.0005964414,0.002046807,0.03527414,0.001989689,0.04657582,0.001658721,0.01141039,0.3282248],"study_design_scores_gemma":[0.004457375,0.1193214,0.8186649,0.0004721028,0.0003301636,0.002881751,0.01127281,0.004833716,0.008393555,0.001017659,0.02820612,0.000148375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827565,0.0002465781,0.004711206,0.0003128189,0.0001169108,0.007200556,0.0007168271,0.00005908925,0.003879448],"genre_scores_gemma":[0.9576546,0.0005664266,0.02253403,0.0007977679,0.0001177739,0.01130444,0.002467735,0.00006916341,0.004488064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053126,"threshold_uncertainty_score":0.0556953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184778099649589,"score_gpt":0.558256996507276,"score_spread":0.3397791865423171,"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."}}