{"id":"W3003349991","doi":"10.4324/9780367855093-21","title":"Laughter, lament, and stigma","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lament; Laughter; Stigma (botany); Psychology; Psychoanalysis; Sociology; Art; Literature; Social psychology; Psychiatry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003215832,0.0001484925,0.0001935595,0.00003162802,0.00005656274,0.00001239711,0.00007860699,0.0001342673,0.01832754],"category_scores_gemma":[7.036303e-7,0.0001237087,0.00004590679,0.000005613752,0.00005866082,0.000004359978,0.00007836993,0.0001349366,0.006140915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009355594,"about_ca_system_score_gemma":0.000007339875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003130522,"about_ca_topic_score_gemma":0.00004328288,"domain_scores_codex":[0.9994099,0.000003207595,0.0001263862,0.0002826464,0.00005628965,0.0001216246],"domain_scores_gemma":[0.999516,0.00003742661,0.00005733869,0.0003381028,0.0000122364,0.0000389649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001965045,0.000006436995,0.00002864023,0.000006216547,0.00007669823,0.000001971407,0.0001176737,6.110136e-9,0.000001417526,0.8203663,0.17311,0.006282598],"study_design_scores_gemma":[0.0001673787,0.00002704198,0.0003351521,0.00001271494,0.0000310292,0.00000504104,0.00007300129,2.987908e-7,4.143907e-7,0.006992876,0.9922105,0.0001445286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004431286,0.001324484,0.00003840339,0.0007224171,0.0002474429,0.0002502674,0.00005295209,0.00004468787,0.9972751],"genre_scores_gemma":[0.002046442,0.0003510831,0.00009655517,0.0005433079,0.0001583297,0.00002101499,0.00002148567,0.00002898319,0.9967328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8191005,"threshold_uncertainty_score":0.9946329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763160190136124,"score_gpt":0.3154701597031304,"score_spread":0.2778385578017692,"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."}}