{"id":"W7108343768","doi":"10.2307/48847218","title":"CONCISION, HUMOUR, <em>ÊTHOS</em>","year":2021,"lang":"","type":"article","venue":"Phoenix","topic":"Health, Education, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002166002,0.0005849933,0.0009361017,0.00008250175,0.00547271,0.0006281541,0.0007469199,0.0004638494,0.008974288],"category_scores_gemma":[0.001596575,0.0005418363,0.0004408793,0.001843027,0.000635725,0.0006608064,0.000184122,0.0005945939,0.002075217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984398,"about_ca_system_score_gemma":0.003443573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789065,"about_ca_topic_score_gemma":0.04078778,"domain_scores_codex":[0.9930629,0.00118733,0.001226117,0.001243258,0.001642309,0.001638146],"domain_scores_gemma":[0.9954463,0.0006328131,0.000469522,0.0006924776,0.001821399,0.0009374691],"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":[0.00004686188,0.0007230664,0.002130905,0.0001921354,0.0002424297,0.00005710701,0.6609198,0.000005034485,0.002196671,0.02186384,0.2268359,0.08478621],"study_design_scores_gemma":[0.0005307242,0.0001085532,0.01786803,0.0001406304,0.0001328303,0.00001256384,0.09918268,0.00001046928,0.0009549074,0.002930444,0.8774771,0.00065108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188424,0.04407971,0.00004145322,0.02034791,0.009553588,0.0008054415,0.00008661481,0.0001843959,0.1060585],"genre_scores_gemma":[0.9152192,0.03765561,0.0003106635,0.002479107,0.003636334,0.00006044434,0.0000450771,0.00004577765,0.04054775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6506412,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526128100213679,"score_gpt":0.3212775299833452,"score_spread":0.2860162489812085,"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."}}