{"id":"W6923401028","doi":"10.14288/1.0431198","title":"A humanities-based pedagogy of death : apocalyptic prose as public reimbursement collapse competency","year":2023,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Modern American Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Relation (database); Reimbursement; Process (computing); Work (physics); Poetry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001945566,0.00008503969,0.000461858,0.00017384,0.0005722049,0.0002011893,0.0003724342,0.00005077102,0.001398001],"category_scores_gemma":[0.00004775162,0.0002478875,0.0001844543,0.0002274254,0.00106753,0.0002684568,0.000172981,0.0001323178,0.00007420338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007785831,"about_ca_system_score_gemma":0.0002789401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06309335,"about_ca_topic_score_gemma":0.3397266,"domain_scores_codex":[0.9985069,0.00009161545,0.0002307409,0.0003798772,0.0004155112,0.0003753624],"domain_scores_gemma":[0.9987083,0.00008670579,0.0002494021,0.0003356526,0.0005314158,0.0000885194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003464226,0.004033422,0.04972141,0.004793539,0.002540796,0.002081052,0.190976,0.000108659,0.0007817628,0.06319244,0.1907934,0.4906311],"study_design_scores_gemma":[0.0034232,0.00140411,0.7886896,0.0006924769,0.0002745045,0.00002400094,0.09233097,0.0006334386,0.000003071051,0.003914168,0.1077219,0.0008885583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330335,0.000228253,0.00003542491,0.000365173,0.0002337623,0.0004553529,0.0004887271,0.0001960557,0.0649638],"genre_scores_gemma":[0.9834052,0.00005234016,0.0001159012,0.0001315706,0.00007667739,0.000002274626,0.00008237946,0.00002410696,0.01610958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7389682,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768655816785749,"score_gpt":0.2159756982072528,"score_spread":0.1882891400393954,"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."}}