{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dae406569426","filters":{"venue":"Topics in humor research"}},"results":[{"id":"W4297841144","doi":"10.1075/thr.11.12gru","title":"Second thoughts about second versions","year":2022,"lang":"en","type":"book-chapter","venue":"Topics in humor research","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Rhetorical question; Argument (complex analysis); Agency (philosophy); Identity (music); Originality; Linguistics; Dialectic; Irony; Notice; Face (sociological concept); Comedy; Epistemology; Literature; Sociology; Psychology; Aesthetics; Philosophy; Art; Social psychology; Political science; Law","authors":[{"name":"Rainier Grutman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2614199096415256,"gpt":0.3908230380949961,"spread":0.1294031284534705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005189307,0.0007778536,0.0006014045,0.002067088,0.006341932,0.01380205,0.00183051,0.004626862,0.03571484],"category_scores_gemma":[0.01792602,0.0003417883,0.0009217576,0.001450026,0.01338848,0.01425136,0.005760822,0.01376246,0.008112241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004802862,"about_ca_system_score_gemma":0.00175899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396998,"about_ca_topic_score_gemma":0.002396642,"domain_scores_codex":[0.9943129,0.002868144,0.000187479,0.0008069225,0.001304299,0.0005201877],"domain_scores_gemma":[0.9926385,0.004114699,0.0002599578,0.001359527,0.00126359,0.0003637742],"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":[0.000008996713,0.000003840783,0.00002835853,0.00002561432,0.000003349844,0.00007059746,0.003844377,0.0000274821,0.00004738315,0.9506255,0.04135565,0.003958945],"study_design_scores_gemma":[0.000006770708,0.000008974815,0.00004459425,0.0001823596,0.000004292337,0.0001819013,0.002295804,0.0001581643,0.0002135152,0.2179207,0.7789729,0.0000101929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004491297,0.01340503,0.0264326,0.159058,0.03528986,0.00007124517,0.0001775999,0.0004308548,0.7606436],"genre_scores_gemma":[0.3322568,0.007866273,0.01139225,0.05473988,0.02026216,0.0003571834,0.0003365453,0.001610492,0.5711784],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03571484,"threshold_uncertainty_score":0.119478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211177439","doi":"10.1075/thr.3","title":"Made-in-Canada Humour","year":2015,"lang":"en","type":"book","venue":"Topics in humor research","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"History; Art","authors":[{"name":"Beverly Rasporich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1496459875741567,"gpt":0.385781491863081,"spread":0.2361355042889243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945307,0.0007086844,0.0003664937,0.003780584,0.0134016,0.008712525,0.0009098142,0.001081572,0.0275031],"category_scores_gemma":[0.001360163,0.0002698427,0.0003214246,0.005995136,0.004636608,0.002074755,0.001576752,0.001635417,0.004443911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06871369,"about_ca_system_score_gemma":0.06491083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9490572,"about_ca_topic_score_gemma":0.9854653,"domain_scores_codex":[0.9987771,0.00006332588,0.00001378271,0.0001103906,0.000774481,0.0002608626],"domain_scores_gemma":[0.9991111,0.00006810149,0.00001762345,0.0000375715,0.0006107609,0.0001547478],"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":[0.00002259614,0.00001408391,0.0009638033,0.0002137028,0.000009494004,0.0002226659,0.01111816,0.0001934592,0.0003881678,0.2904681,0.593881,0.1025048],"study_design_scores_gemma":[4.231334e-7,0.000001148214,0.0004135857,0.00005572534,0.000001955244,0.00003792977,0.0009337772,0.00001809786,0.00009426264,0.001039657,0.9973989,0.000004607238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003484481,0.01604347,0.0008391186,0.004393172,0.002092797,0.00003617062,0.0009076394,0.0001834929,0.9720196],"genre_scores_gemma":[0.04623857,0.01100545,0.0008152105,0.001235848,0.0001958718,0.00001978752,0.0005279675,0.0001621833,0.9397991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06871369,"threshold_uncertainty_score":0.498555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2545560665","doi":"10.1075/thr.3.02ch2","title":"2. Canada’s remarkable humorist Stephen Leacock (1869–1944)","year":2015,"lang":"en","type":"book-chapter","venue":"Topics in humor research","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Art; History","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1909443502769453,"gpt":0.3810988966123944,"spread":0.190154546335449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008247237,0.000650261,0.0003830319,0.002569793,0.01688787,0.00554884,0.0007801686,0.003081115,0.02653214],"category_scores_gemma":[0.00218303,0.000319647,0.0003045802,0.00253691,0.005719401,0.002100063,0.001640445,0.003512506,0.004753934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04965688,"about_ca_system_score_gemma":0.06570297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600781,"about_ca_topic_score_gemma":0.9893332,"domain_scores_codex":[0.9988098,0.0001103826,0.00001673077,0.0001530668,0.0004992177,0.0004106558],"domain_scores_gemma":[0.9992417,0.0001065913,0.00002679343,0.000023125,0.0004448773,0.0001568353],"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":[0.00002056128,0.000007939524,0.000406789,0.00008286874,0.000003165765,0.0001624856,0.006664113,0.00004508887,0.00008570042,0.1780717,0.7818809,0.03256861],"study_design_scores_gemma":[9.751419e-7,8.819626e-7,0.0002538073,0.00004005797,9.376731e-7,0.00002332989,0.0003672415,0.000004135811,0.00002614666,0.0008981369,0.9983803,0.000003871937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004687866,0.07303625,0.000867436,0.0838202,0.01466571,0.00007824149,0.001380638,0.0001245858,0.8213391],"genre_scores_gemma":[0.03281853,0.008121495,0.0004249398,0.01401711,0.0007491214,0.000031457,0.0001614752,0.00009655779,0.9435793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04965688,"threshold_uncertainty_score":0.3602876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295979591","doi":"10.1075/thr.11.03ric","title":"Punning herself","year":2022,"lang":"en","type":"book-chapter","venue":"Topics in humor research","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pun; Linguistics; Alliteration; Typology; Art; History; Philosophy; Rhyme; Poetry","authors":[{"name":"Marlisa Amanda Richters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3190777529478532,"gpt":0.500606276367779,"spread":0.1815285234199258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006533241,0.0004064686,0.0002727469,0.0003732382,0.003239293,0.002813403,0.0003556103,0.0007995318,0.01299005],"category_scores_gemma":[0.001375827,0.0001253302,0.0001616319,0.0002448995,0.005856909,0.002574821,0.001967885,0.002479336,0.003786218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187822,"about_ca_system_score_gemma":0.001102054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933376,"about_ca_topic_score_gemma":0.004538406,"domain_scores_codex":[0.999099,0.000457039,0.00001956699,0.0001081503,0.0002230844,0.00009325494],"domain_scores_gemma":[0.9994789,0.0001825014,0.00003886727,0.00007628676,0.0001174789,0.0001060093],"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":[0.00007329939,0.00007662336,0.001337465,0.0002056401,0.0000103114,0.001376836,0.1757949,0.0001608861,0.002889057,0.6006591,0.09294139,0.1244745],"study_design_scores_gemma":[0.000004444702,0.00005943209,0.0008409166,0.0001216003,0.000003827004,0.001027752,0.02687485,0.0001715582,0.001144319,0.01421034,0.9555275,0.00001346087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05453446,0.002582071,0.006536445,0.007561698,0.001838631,0.00005541504,0.00004073097,0.0002724245,0.9265781],"genre_scores_gemma":[0.4485541,0.001437788,0.001616195,0.00241325,0.0002139214,0.00004291417,0.00003884374,0.0001339238,0.5455492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01299005,"threshold_uncertainty_score":0.04345608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}