{"id":"W4390410119","doi":"10.24135/hi.v7i2.151","title":"Workplace toxicity during disruptions","year":2023,"lang":"en","type":"article","venue":"Hospitality Insights","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Toxicity; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005850077,0.0001384962,0.0002138429,0.000184968,0.002105838,0.00001215092,0.0002054732,0.000202421,0.0005931928],"category_scores_gemma":[0.0004752234,0.0001195809,0.00007886328,0.001013124,0.00007777449,0.0002078708,0.0001981758,0.000664571,0.007670797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508573,"about_ca_system_score_gemma":0.0003215797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039114,"about_ca_topic_score_gemma":0.0003192608,"domain_scores_codex":[0.9974071,0.0004485823,0.0004914937,0.0003283667,0.0005103317,0.0008141072],"domain_scores_gemma":[0.9980921,0.0007915264,0.00009457467,0.000443249,0.0002048823,0.0003737392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003201363,0.000253608,0.9207866,0.001378186,0.00004790396,0.00007535797,0.009516328,0.00006670702,0.0005926893,0.04538765,0.01938088,0.002194022],"study_design_scores_gemma":[0.0004940677,0.00004396323,0.9830708,0.00009432746,0.000003627518,4.875403e-7,0.001197362,0.0002094557,0.00004719391,0.003954425,0.01074024,0.0001440646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591827,0.00007048954,0.0000459527,0.003208675,0.0008903645,0.000952502,0.00005405995,0.000485495,0.03510979],"genre_scores_gemma":[0.9870664,0.0001507741,0.00005245121,0.0003102266,0.000509479,0.0003797255,0.000127784,0.00002140637,0.01138178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06228425,"threshold_uncertainty_score":0.9991933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08007408134001312,"score_gpt":0.4574094681668731,"score_spread":0.37733538682686,"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."}}