{"meta":{"query_hash":"dae406569426","filters":{"venue":"Topics in humor research"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dae406569426","api":"https://metacan.xera.ac/api/v1/cohort?venue=Topics+in+humor+research"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Art; History","score_opus":0.19094435027694534,"score_gpt":0.3810988966123944,"score_spread":0.19015454633544904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545560665","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007194838,0.0026342962,2.2147918e-7,0.004392905,0.0009031368,0.00047392183,0.00009677753,0.00002498459,0.9914018],"genre_scores_gemma":[0.00083883,0.0007962898,0.000023842455,0.0001086535,0.0017995365,0.000021134303,0.000030037567,0.000045422497,0.9963363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955081,0.00023315828,0.00038350018,0.00050491636,0.002468984,0.0009013567],"domain_scores_gemma":[0.99801,0.00017586081,0.00009483465,0.0006057837,0.0005769888,0.00053654425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030463175,0.00018489902,0.00039858138,0.0010421096,0.0012397364,0.00044464116,0.0010197788,0.00039579315,0.008429206],"category_scores_gemma":[0.0006320751,0.00025901053,0.00007751723,0.00019271455,0.0011927679,0.000112508154,0.000226941,0.0017462893,0.00040879106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000076254764,0.0000076255737,0.000020980428,0.00004246084,0.000009732452,0.00031322252,0.0016448244,0.0000011929316,2.5072296e-7,0.37822494,0.6172291,0.0024980223],"study_design_scores_gemma":[0.00013669432,0.000023408207,0.000056958837,0.00010284071,0.000005833891,0.0000014172132,0.00073663995,0.000001091231,2.3500631e-7,0.03533032,0.9633463,0.00025827292],"about_ca_topic_score_codex":0.99840045,"about_ca_topic_score_gemma":0.99996984,"teacher_disagreement_score":0.34611717,"about_ca_system_score_codex":0.015508567,"about_ca_system_score_gemma":0.037775133,"threshold_uncertainty_score":0.99998623},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"History; Art","score_opus":0.1496459875741567,"score_gpt":0.38578149186308097,"score_spread":0.23613550428892427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211177439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000801358,0.0014947129,4.4842967e-8,0.0021686996,0.000624993,0.00033353068,0.000029188905,0.000008155712,0.9945393],"genre_scores_gemma":[0.0011581877,0.0005428864,0.000008628952,0.0000752612,0.0011102136,0.000026567532,0.000013151562,0.000019786725,0.99704534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965288,0.0003646968,0.00026721842,0.0003197833,0.0017810889,0.00073839835],"domain_scores_gemma":[0.9989406,0.0001787161,0.000044677978,0.00032640505,0.00020683433,0.00030280786],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027123925,0.000099634664,0.00026816275,0.0013284342,0.00040115265,0.00023639819,0.0008189755,0.00023942809,0.0032721066],"category_scores_gemma":[0.0005489638,0.00014537854,0.00004036056,0.00039555476,0.00062409707,0.00007026176,0.00013286786,0.0016282599,0.0003107502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000048298025,0.000011503072,0.0003269082,0.000054731903,0.0000035043518,0.0006406355,0.0046007433,0.0000018178671,1.5172348e-7,0.1070685,0.8828737,0.0044129556],"study_design_scores_gemma":[0.00011371687,0.00000877164,0.00056014553,0.0000843137,0.0000012148728,5.069962e-7,0.0015563926,0.0000012401127,1.2439925e-7,0.029742638,0.9677892,0.00014177103],"about_ca_topic_score_codex":0.9994336,"about_ca_topic_score_gemma":0.9999959,"teacher_disagreement_score":0.08491545,"about_ca_system_score_codex":0.0390399,"about_ca_system_score_gemma":0.08620662,"threshold_uncertainty_score":0.99763906},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pun; Linguistics; Alliteration; Typology; Art; History; Philosophy; Rhyme; Poetry","score_opus":0.31907775294785323,"score_gpt":0.500606276367779,"score_spread":0.18152852341992576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295979591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022759532,0.0015394255,0.0000016118289,0.0026228675,0.00032737854,0.0007227749,0.000034014203,0.000043418902,0.9944809],"genre_scores_gemma":[0.009415517,0.00030874246,0.000067399014,0.00007797642,0.0007086452,0.00073619414,0.00003210728,0.000068418325,0.988585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978285,0.00009470773,0.0003326868,0.0005659622,0.00060908473,0.0005690847],"domain_scores_gemma":[0.998717,0.00025101937,0.00006267548,0.00082872785,0.00006231364,0.00007822768],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010062638,0.00018281856,0.00029936276,0.00039695713,0.000412807,0.00003263558,0.00060671224,0.0001716698,0.07334871],"category_scores_gemma":[0.000036372618,0.00019855413,0.000096554446,0.00013768692,0.00022679035,0.000011005865,0.0006369958,0.002323467,0.001696585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010757077,0.000037870563,0.00009363513,0.000017088418,0.000039744027,0.0001987695,0.0025522916,9.964532e-7,0.0000011909419,0.9513957,0.034827963,0.0108240275],"study_design_scores_gemma":[0.00017971781,0.000068728215,0.00030348147,0.000022570312,0.000004954035,0.0000073532524,0.0011908599,0.0000017220436,7.730596e-7,0.04742815,0.9506225,0.00016920529],"about_ca_topic_score_codex":0.00041609656,"about_ca_topic_score_gemma":0.00021291904,"teacher_disagreement_score":0.91579455,"about_ca_system_score_codex":0.00029847506,"about_ca_system_score_gemma":0.00007114724,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.26141990964152556,"score_gpt":0.3908230380949961,"score_spread":0.12940312845347052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297841144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003175199,0.0041804616,1.3470971e-7,0.0012186911,0.0008935863,0.00035203976,0.00035245036,0.000030742107,0.9926544],"genre_scores_gemma":[0.003620173,0.0013339587,0.000017713413,0.00014443717,0.0020881759,0.000048245813,0.00006880726,0.000042599375,0.9926359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810326,0.000112231304,0.00033195288,0.00037731914,0.0006984128,0.0003768438],"domain_scores_gemma":[0.998698,0.00062292727,0.00009032839,0.0003859354,0.00013700375,0.000065824905],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081769394,0.00019359897,0.00029896887,0.0004003268,0.0010836602,0.00022418512,0.0003764956,0.00010180495,0.40217772],"category_scores_gemma":[0.00001763545,0.00018602493,0.000114503666,0.000030193407,0.00037182085,0.00019017406,0.00027964497,0.001880297,0.00051935774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029360534,0.000022179878,0.000008560086,0.00011762392,0.000056717072,0.000082866325,0.01243713,7.504175e-7,5.047017e-7,0.93357134,0.04817971,0.005493231],"study_design_scores_gemma":[0.00021872729,0.00007968801,0.000026677073,0.00004182668,0.000009085536,0.0000019291726,0.0012487195,0.0000018967654,0.0000021175892,0.03690968,0.96126336,0.0001962988],"about_ca_topic_score_codex":0.00010713248,"about_ca_topic_score_gemma":0.017203102,"teacher_disagreement_score":0.9130836,"about_ca_system_score_codex":0.00011818308,"about_ca_system_score_gemma":0.00011057291,"threshold_uncertainty_score":0.95997345},"labels":[],"label_agreement":null}]}