{"id":"W4232080978","doi":"10.1007/978-1-4842-1931-7_21","title":"Walter Levitt","year":2016,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comedy; Bachelor; Alliance; Promotion (chess); Advertising; The arts; Art; Visual arts; Media studies; Sociology; Political science; Business; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173106,0.0006248722,0.0002516886,0.001252893,0.001852668,0.002936637,0.000459713,0.0009838805,0.04789821],"category_scores_gemma":[0.001091257,0.0002131542,0.0001575546,0.0007579687,0.001058785,0.002988158,0.00114294,0.002497417,0.02510031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154318,"about_ca_system_score_gemma":0.001655084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006204108,"about_ca_topic_score_gemma":0.01621992,"domain_scores_codex":[0.9995952,0.00006098502,0.00001085546,0.0001002459,0.0001877421,0.00004491855],"domain_scores_gemma":[0.9997068,0.00007921751,0.00001760974,0.00001589987,0.0001113303,0.00006905574],"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":[0.00001191441,0.00001416042,0.00006555834,0.00007477884,0.000001569079,0.0000560701,0.000599432,0.00003849971,0.0001822872,0.04822869,0.8911217,0.05960533],"study_design_scores_gemma":[4.740012e-7,0.000001747093,0.00004558368,0.00005224023,4.373881e-7,0.00006211377,0.00008382108,0.000009121232,0.00004024688,0.001398858,0.9983035,0.000001792086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001149204,0.09535147,0.001672416,0.03047484,0.01275119,0.0000253805,0.0002118249,0.0002954853,0.858068],"genre_scores_gemma":[0.007275345,0.01911213,0.0005417058,0.004124428,0.00101676,0.00001406061,0.00008404825,0.0001336935,0.9676979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04789821,"threshold_uncertainty_score":0.1602355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05589846282150654,"score_gpt":0.319708474819185,"score_spread":0.2638100119976784,"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."}}