{"id":"W2939734480","doi":"10.7202/1058477ar","title":"“THINGS I CANNOT CHANGE”","year":2019,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Ethics in medical practice","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Distress; Argument (complex analysis); Context (archaeology); Moral disengagement; Work (physics); Sociology; Psychology; Social psychology; Medicine; Psychotherapist; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004754955,0.000141496,0.0004336871,0.00005725425,0.001684249,0.000008144328,0.0003524536,0.0004498336,0.01799746],"category_scores_gemma":[0.004200848,0.000136143,0.00009447705,0.0008425029,0.00009337068,0.0001854974,0.00005840649,0.004117036,0.02074938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007648953,"about_ca_system_score_gemma":0.001698142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05064199,"about_ca_topic_score_gemma":0.05400854,"domain_scores_codex":[0.996325,0.001876033,0.0004313954,0.0002596861,0.0003472023,0.0007606493],"domain_scores_gemma":[0.997304,0.001276384,0.000227201,0.0003193014,0.0002171248,0.000655981],"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":[0.00000312066,0.000005868365,0.007819394,0.005544231,0.00002517256,0.00002350162,0.004799258,2.422125e-9,8.344392e-7,0.06299082,0.8685002,0.05028761],"study_design_scores_gemma":[0.0001042931,0.000006127807,0.002107019,0.005884824,0.00004073449,5.923011e-7,0.000559173,2.124911e-7,3.027338e-8,0.001060106,0.9900895,0.0001473797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006491576,0.07673056,0.0000029734,0.3669637,0.003344205,0.002489529,0.00001928302,0.00007933727,0.5497212],"genre_scores_gemma":[0.06540047,0.03324835,0.0002256238,0.8619841,0.002994416,0.0005325351,0.00005516891,0.00008540188,0.03547392],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5142473,"threshold_uncertainty_score":0.9996154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828799701084534,"score_gpt":0.4983251912707958,"score_spread":0.3154452211623423,"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."}}