{"id":"W4380303349","doi":"10.5406/15351882.136.540.03","title":"“Urgencies” in the Field: Three Perspectives","year":2023,"lang":"en","type":"article","venue":"Journal of American Folklore","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Folklore; Stewardship (theology); Sociology; Creativity; Indigenous; History; Media studies; Anthropology; Political science; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005044461,0.0001235757,0.0002921608,0.0002672298,0.0002005976,0.000101437,0.0003553303,0.00002100122,0.0002214723],"category_scores_gemma":[0.0002651265,0.00006958782,0.0001784738,0.0002744794,0.0005589014,0.0001555558,0.00003972235,0.0003651348,0.00003200853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930451,"about_ca_system_score_gemma":0.00003418484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453023,"about_ca_topic_score_gemma":0.0008571362,"domain_scores_codex":[0.99901,0.00008201654,0.000304144,0.0001160055,0.0002494667,0.0002383946],"domain_scores_gemma":[0.9990156,0.0003905878,0.0002410739,0.0001561516,0.0001641725,0.00003242433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126168,0.00009965595,0.004416752,0.00001502294,0.0001510174,0.0003419975,0.5286964,0.000008956496,0.00002315979,0.1715245,0.284773,0.009823408],"study_design_scores_gemma":[0.0002191643,0.0007007098,0.0225813,0.00003244192,0.00003004026,0.00004178899,0.4335887,0.000007779274,0.00000451169,0.004545425,0.5381293,0.0001187966],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708253,0.00329628,0.00001927222,0.04356485,0.001388253,0.0001496415,0.00001397086,0.00004866801,0.08069375],"genre_scores_gemma":[0.995666,0.000303828,0.00006303857,0.00198244,0.001416538,0.00000494043,0.000001043925,0.00001084975,0.0005513509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533563,"threshold_uncertainty_score":0.2837709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423516516234439,"score_gpt":0.2780488251358327,"score_spread":0.2538136599734883,"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."}}