{"id":"W4412901495","doi":"10.1353/mos.2023.a966651","title":"Pandemic Writing as an Ecological Force","year":2023,"lang":"en","type":"article","venue":"Mosaic","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Ecology; Coronavirus disease 2019 (COVID-19); Geography; Biology; Medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003037304,0.00007299691,0.0001139515,0.00005877515,0.0003919681,0.00008751639,0.0001030597,0.0000267898,0.0070085],"category_scores_gemma":[0.00002727233,0.00005632439,0.00006262321,0.00006566497,0.0001047692,0.0001432156,0.00002887659,0.00008722413,0.001452582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143793,"about_ca_system_score_gemma":0.000008670538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002626621,"about_ca_topic_score_gemma":0.0002283631,"domain_scores_codex":[0.999397,0.00008027275,0.0001181187,0.0001453793,0.00007790484,0.0001813727],"domain_scores_gemma":[0.9997106,0.00008648288,0.00002990555,0.0001011414,0.00002610993,0.00004579186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001414906,0.000073619,0.001881043,0.000009982368,0.00004289162,0.00003682651,0.01683696,0.00003806912,0.0007242097,0.9718269,0.004620121,0.003895278],"study_design_scores_gemma":[0.0007063854,0.000615482,0.002441379,0.00003756846,0.0001056704,0.000009971118,0.07307273,0.003973619,0.0004810878,0.6147636,0.3031248,0.0006677678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360846,0.00001858098,0.000006106548,0.0001993905,0.00008487546,0.00003986815,0.00001152726,0.0002718864,0.06328312],"genre_scores_gemma":[0.9477949,0.000007975224,0.000005085449,0.000385515,0.0003991429,0.0000113213,0.00006257835,0.000007698663,0.05132585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3570633,"threshold_uncertainty_score":0.9993249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642837398495724,"score_gpt":0.2884526559278335,"score_spread":0.2320242819428763,"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."}}