{"id":"W4397034167","doi":"10.1007/978-3-031-54354-8_1","title":"Doctoring, Distorting, Denying, Doubting: Ignorance Production in the Age of Agnosis","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave socio-legal studies","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Regina","funders":"","keywords":"Ignorance; Medicine; Philosophy; Psychology; Epistemology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004615033,0.0004024748,0.0007603914,0.0001469915,0.0009915943,0.0001085863,0.0005491935,0.000398456,0.00009755798],"category_scores_gemma":[0.002545143,0.000291131,0.0004393584,0.0002479624,0.001879176,0.0001246187,0.0001812679,0.001208719,0.00006008247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460244,"about_ca_system_score_gemma":0.00008953992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009873121,"about_ca_topic_score_gemma":0.001636205,"domain_scores_codex":[0.9969487,0.0005464606,0.0007254492,0.0006343833,0.0007334657,0.0004115334],"domain_scores_gemma":[0.996851,0.001907009,0.0006638272,0.00032613,0.0002042111,0.0000477871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004358552,0.00002569962,0.002134762,0.0002603869,0.0004259597,0.000134112,0.0990246,0.000001589741,0.00001002929,0.8930863,0.002962697,0.001890338],"study_design_scores_gemma":[0.00007753583,0.00007082288,0.0002951611,0.0004486505,0.0001765437,0.000001235905,0.02469256,8.171018e-8,0.000006418818,0.3602357,0.6137011,0.0002941522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005313451,0.055121,0.000003613143,0.006749777,0.002462804,0.0009123556,0.00002370799,0.0001328699,0.9292804],"genre_scores_gemma":[0.839406,0.01873139,0.00002700511,0.0001866491,0.001629398,0.00009986862,0.00001287901,0.00003238754,0.1398745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8340925,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238761811702354,"score_gpt":0.3742720105332247,"score_spread":0.2503958293629893,"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."}}