{"id":"W7066387777","doi":"","title":"Gormley - Teri Parkhurst - August 21st, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics)","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":["insufficient_payload"],"category_scores_codex":[0.0001838475,0.0003942579,0.0005082138,0.00009938193,0.000121895,0.00004217192,0.0004403632,0.0004516604,0.7883508],"category_scores_gemma":[0.00005433241,0.0003894696,0.0002099798,0.00002014518,0.0001940139,7.840434e-8,0.0001441789,0.0003153776,0.2091095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000470267,"about_ca_system_score_gemma":0.000017679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523922,"about_ca_topic_score_gemma":0.006282058,"domain_scores_codex":[0.9981516,0.00005515302,0.0007016909,0.0003140121,0.0003182314,0.0004593364],"domain_scores_gemma":[0.9984092,0.0001421423,0.0005763082,0.0006711353,0.00006810337,0.0001331682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002523882,0.00006213331,0.000005002489,0.0001429375,0.0001945206,0.00001678318,0.0002590285,0.000009712604,6.521592e-8,0.0006731239,0.9956604,0.002951059],"study_design_scores_gemma":[0.0004145415,0.00008971474,0.00008673354,0.0001331326,0.00007250957,0.00003067462,0.0008277544,0.00000123792,4.266898e-7,0.00000968428,0.9979506,0.0003830269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009878974,0.0003995754,2.32723e-7,0.0003579491,0.0009508461,0.0005930603,0.0007069112,0.0007034795,0.996278],"genre_scores_gemma":[0.0002172757,0.000554612,0.0001727547,0.0002507755,0.0004552958,0.0001798871,0.0002224777,0.0003748185,0.9975721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5792413,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114063278536351,"score_gpt":0.235237906618934,"score_spread":0.2238315787652989,"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."}}