{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008176939,0.000193599,0.0002989689,0.0004003268,0.00108366,0.0002241851,0.0003764956,0.000101805,0.4021777],"category_scores_gemma":[0.00001763545,0.0001860249,0.0001145037,0.00003019341,0.0003718208,0.0001901741,0.000279645,0.001880297,0.0005193577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181831,"about_ca_system_score_gemma":0.0001105729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071325,"about_ca_topic_score_gemma":0.0172031,"domain_scores_codex":[0.9981033,0.0001122313,0.0003319529,0.0003773191,0.0006984128,0.0003768438],"domain_scores_gemma":[0.998698,0.0006229273,0.00009032839,0.0003859354,0.0001370037,0.0000658249],"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":[0.00002936053,0.00002217988,0.000008560086,0.0001176239,0.00005671707,0.00008286633,0.01243713,7.504175e-7,5.047017e-7,0.9335713,0.04817971,0.005493231],"study_design_scores_gemma":[0.0002187273,0.00007968801,0.00002667707,0.00004182668,0.000009085536,0.000001929173,0.00124872,0.000001896765,0.000002117589,0.03690968,0.9612634,0.0001962988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003175199,0.004180462,1.347097e-7,0.001218691,0.0008935863,0.0003520398,0.0003524504,0.00003074211,0.9926544],"genre_scores_gemma":[0.003620173,0.001333959,0.00001771341,0.0001444372,0.002088176,0.00004824581,0.00006880726,0.00004259937,0.9926359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9130836,"threshold_uncertainty_score":0.9599735,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002712392,0.00009963466,0.0002681628,0.001328434,0.0004011526,0.0002363982,0.0008189755,0.0002394281,0.003272107],"category_scores_gemma":[0.0005489638,0.0001453785,0.00004036056,0.0003955548,0.0006240971,0.00007026176,0.0001328679,0.00162826,0.0003107502],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0390399,"about_ca_system_score_gemma":0.08620662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9994336,"about_ca_topic_score_gemma":0.9999959,"domain_scores_codex":[0.9965288,0.0003646968,0.0002672184,0.0003197833,0.001781089,0.0007383983],"domain_scores_gemma":[0.9989406,0.0001787161,0.00004467798,0.000326405,0.0002068343,0.0003028079],"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":[0.000004829802,0.00001150307,0.0003269082,0.0000547319,0.000003504352,0.0006406355,0.004600743,0.000001817867,1.517235e-7,0.1070685,0.8828737,0.004412956],"study_design_scores_gemma":[0.0001137169,0.00000877164,0.0005601455,0.0000843137,0.000001214873,5.069962e-7,0.001556393,0.000001240113,1.243993e-7,0.02974264,0.9677892,0.000141771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000801358,0.001494713,4.484297e-8,0.0021687,0.000624993,0.0003335307,0.0000291889,0.000008155712,0.9945393],"genre_scores_gemma":[0.001158188,0.0005428864,0.000008628952,0.0000752612,0.001110214,0.00002656753,0.00001315156,0.00001978672,0.9970453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08491545,"threshold_uncertainty_score":0.9976391,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003046317,0.000184899,0.0003985814,0.00104211,0.001239736,0.0004446412,0.001019779,0.0003957931,0.008429206],"category_scores_gemma":[0.0006320751,0.0002590105,0.00007751723,0.0001927145,0.001192768,0.0001125082,0.000226941,0.001746289,0.0004087911],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01550857,"about_ca_system_score_gemma":0.03777513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984004,"about_ca_topic_score_gemma":0.9999698,"domain_scores_codex":[0.9955081,0.0002331583,0.0003835002,0.0005049164,0.002468984,0.0009013567],"domain_scores_gemma":[0.99801,0.0001758608,0.00009483465,0.0006057837,0.0005769888,0.0005365442],"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":[0.000007625476,0.000007625574,0.00002098043,0.00004246084,0.000009732452,0.0003132225,0.001644824,0.000001192932,2.50723e-7,0.3782249,0.6172291,0.002498022],"study_design_scores_gemma":[0.0001366943,0.00002340821,0.00005695884,0.0001028407,0.000005833891,0.000001417213,0.00073664,0.000001091231,2.350063e-7,0.03533032,0.9633463,0.0002582729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007194838,0.002634296,2.214792e-7,0.004392905,0.0009031368,0.0004739218,0.00009677753,0.00002498459,0.9914018],"genre_scores_gemma":[0.00083883,0.0007962898,0.00002384245,0.0001086535,0.001799537,0.0000211343,0.00003003757,0.0000454225,0.9963363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3461172,"threshold_uncertainty_score":0.9999862,"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001006264,0.0001828186,0.0002993628,0.0003969571,0.000412807,0.00003263558,0.0006067122,0.0001716698,0.07334871],"category_scores_gemma":[0.00003637262,0.0001985541,0.00009655445,0.0001376869,0.0002267903,0.00001100587,0.0006369958,0.002323467,0.001696585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984751,"about_ca_system_score_gemma":0.00007114724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004160966,"about_ca_topic_score_gemma":0.000212919,"domain_scores_codex":[0.9978285,0.00009470773,0.0003326868,0.0005659622,0.0006090847,0.0005690847],"domain_scores_gemma":[0.998717,0.0002510194,0.00006267548,0.0008287278,0.00006231364,0.00007822768],"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":[0.00001075708,0.00003787056,0.00009363513,0.00001708842,0.00003974403,0.0001987695,0.002552292,9.964532e-7,0.000001190942,0.9513957,0.03482796,0.01082403],"study_design_scores_gemma":[0.0001797178,0.00006872822,0.0003034815,0.00002257031,0.000004954035,0.000007353252,0.00119086,0.000001722044,7.730596e-7,0.04742815,0.9506225,0.0001692053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002275953,0.001539425,0.000001611829,0.002622867,0.0003273785,0.0007227749,0.0000340142,0.0000434189,0.9944809],"genre_scores_gemma":[0.009415517,0.0003087425,0.00006739901,0.00007797642,0.0007086452,0.0007361941,0.00003210728,0.00006841833,0.988585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9157946,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}