{"id":"W7134851721","doi":"10.25673/122515","title":"Humor and laughter, playfulness and cheerfulness : upsides and downsides to a life of lightness","year":2019,"lang":"","type":"article","venue":"Digitalen Hochschulbibliothek Sachsen-Anhalt (Universitäts- und Landesbibliothek Sachsen-Anhalt)","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laughter; Amusement; Similarity (geometry); Face (sociological concept); Perception; Psychological research","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","bibliometrics","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001722471,0.002596786,0.004110399,0.01684235,0.00157207,0.001846047,0.001801713,0.001300517,0.002392364],"category_scores_gemma":[0.0003338722,0.002639399,0.0006419249,0.01710789,0.002392911,0.002476024,0.002350575,0.001501723,0.0007035046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766939,"about_ca_system_score_gemma":0.0006311095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692361,"about_ca_topic_score_gemma":0.0009559311,"domain_scores_codex":[0.9880377,0.0007454521,0.002363033,0.004230358,0.001648618,0.002974863],"domain_scores_gemma":[0.9893605,0.00258588,0.001649844,0.002890013,0.0007958605,0.002717929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01476799,0.01012835,0.2751756,0.01813717,0.02533888,0.001952225,0.1461954,0.0005980015,0.006687822,0.2590853,0.08424475,0.1576886],"study_design_scores_gemma":[0.03947653,0.008223469,0.3391866,0.005090742,0.006418511,0.002424468,0.1418924,0.001901797,0.002832093,0.007576563,0.430785,0.01419184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980185,0.03250854,0.0008011156,0.003845033,0.0009408546,0.004035644,0.001901756,0.0002883009,0.0576603],"genre_scores_gemma":[0.9695872,0.01072656,0.0006145793,0.00121746,0.0005108861,0.0001772886,0.000110705,0.000435318,0.01662002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3465403,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162828787818925,"score_gpt":0.2823917272556795,"score_spread":0.2707634393774902,"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."}}