{"id":"W4400878752","doi":"10.5325/jmodeperistud.15.1.0155","title":"The Idler’s Club: Humor and Mass Readership from Jerome K. Jerome to P. G. Wodehouse","year":2024,"lang":"en","type":"article","venue":"The Journal of Modern Periodical Studies","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Audience measurement; Art; Advertising; Medicine; Business; Anatomy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006490803,0.0002546876,0.0004957219,0.00007186244,0.001927765,0.0008590646,0.0003760126,0.00003175507,0.00009118808],"category_scores_gemma":[0.0001609275,0.0001114744,0.0001522312,0.00006589833,0.002219396,0.0001839869,0.0001939036,0.000525717,0.00003717775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005788658,"about_ca_system_score_gemma":0.00005019571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004885527,"about_ca_topic_score_gemma":0.0003836348,"domain_scores_codex":[0.9983665,0.0001552554,0.0004919415,0.0001799617,0.0004652363,0.0003410806],"domain_scores_gemma":[0.9983264,0.001033202,0.0001402392,0.0002011929,0.0001776668,0.00012135],"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":[0.000352458,0.00003728907,0.00006076389,0.00005767808,0.001757486,0.00009482337,0.9034708,0.00001000763,0.0002947824,0.01259373,0.06529341,0.01597678],"study_design_scores_gemma":[0.0002418536,0.0005099256,0.0002601841,0.0003448069,0.0003694264,0.00004191441,0.1584156,0.0000962554,0.00002570617,0.02538244,0.8140515,0.0002603917],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4599681,0.4759165,0.0001923145,0.05935542,0.001585927,0.0002377412,0.00008632131,0.00008768043,0.002570059],"genre_scores_gemma":[0.9834982,0.008392693,0.00007709335,0.001605434,0.002081232,0.00001148156,6.889728e-7,0.00003203472,0.004301135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7487581,"threshold_uncertainty_score":0.9993716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06672236624108778,"score_gpt":0.2854357730521228,"score_spread":0.218713406811035,"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."}}