{"id":"W1561409332","doi":"10.1002/9781118539415.wbwell032","title":"The Working Wounded","year":2014,"lang":"en","type":"other","venue":"Well Being","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Saint Mary's University","funders":"","keywords":"Stigma (botany); Situational ethics; Affect (linguistics); Psychology; Vulnerability (computing); Social psychology; Compensation (psychology); Isolation (microbiology); Intervention (counseling); Work (physics); Workers' compensation; Psychiatry; Computer security; Engineering","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":["insufficient_payload"],"category_scores_codex":[0.001466349,0.0001631854,0.0002361805,0.0001199749,0.001664441,0.00001712022,0.0003487008,0.0004521483,0.005369641],"category_scores_gemma":[0.0002911742,0.0001086855,0.000062021,0.0001568399,0.00006710771,0.0000106122,0.0001360087,0.001348218,0.01325788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334478,"about_ca_system_score_gemma":0.0004129973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251152,"about_ca_topic_score_gemma":0.001518095,"domain_scores_codex":[0.99749,0.0006482622,0.0003733681,0.0002527349,0.000425438,0.0008101979],"domain_scores_gemma":[0.9966192,0.002438163,0.0002487461,0.0004725769,0.00004759175,0.0001737754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003948583,0.000005516516,0.009624282,0.0003314606,0.0000206355,0.000002126047,0.0001275755,3.367464e-7,8.900018e-7,0.02017607,0.9458927,0.02377891],"study_design_scores_gemma":[0.000225787,0.00001289467,0.002235265,0.0008022123,0.000005434184,1.953659e-7,0.00007033852,0.00005879653,2.187536e-7,0.001376414,0.9951027,0.0001097307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001377392,0.0007918013,0.0001817294,0.001619972,0.0022535,0.001001543,0.000002831833,0.0001818947,0.9939529],"genre_scores_gemma":[0.004808843,0.0007256895,0.0001432034,0.001139832,0.003788191,0.0002168187,0.0000374966,0.0003236792,0.9888163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04920999,"threshold_uncertainty_score":0.9996353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06166753990184563,"score_gpt":0.4436387902020494,"score_spread":0.3819712503002037,"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."}}