{"id":"W4407601301","doi":"10.1079/searchrxiv.2025.00879","title":"Laughter-inducing interventions in the workplace (Academic Search Complete).","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Laughter; Psychological intervention; Psychology; Public relations; Applied psychology; Social psychology; Political science; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008567348,0.0001962379,0.0002903396,0.0001820649,0.0001869948,0.00004659651,0.001029558,0.0002601642,0.002028132],"category_scores_gemma":[0.00002291326,0.0001460575,0.0002545842,0.0003526367,0.00008670067,0.000008436611,0.001042567,0.002289342,0.0004624967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007208959,"about_ca_system_score_gemma":0.00004243022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504438,"about_ca_topic_score_gemma":0.001058167,"domain_scores_codex":[0.9981266,0.000337534,0.0005032397,0.0005307458,0.000150923,0.0003510156],"domain_scores_gemma":[0.9984812,0.0004615822,0.00008678572,0.000906797,0.00003224969,0.00003140133],"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":[0.0000196426,0.0004515506,0.006867443,0.0003782002,0.0003246298,0.0000143148,0.03229412,0.000175598,0.00001077982,0.7106407,0.2341089,0.01471411],"study_design_scores_gemma":[0.001623209,0.00009379588,0.1636636,0.003870206,0.0003133846,0.00002826581,0.1041161,0.0008069,0.00001361122,0.03106193,0.6931128,0.001296287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04998509,0.002553,0.006768562,0.03376868,0.001242561,0.001917591,0.0002456932,0.0001443856,0.9033744],"genre_scores_gemma":[0.930205,0.0001664715,0.0005660465,0.001106183,0.0002570843,0.00146656,0.00009613069,0.00001500388,0.06612144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.88022,"threshold_uncertainty_score":0.9988841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2196758904911296,"score_gpt":0.4724545994446921,"score_spread":0.2527787089535625,"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."}}