{"meta":{"query_hash":"dbe98ec7a48c","filters":{"venue":"Critical Humanities"},"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/dbe98ec7a48c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Critical+Humanities"},"results":[{"id":"W4378530948","doi":"10.33470/2836-3140.1014","title":"Character Development and the ‘In-Between’","year":2023,"lang":"en","type":"article","venue":"Critical Humanities","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Character (mathematics); Character development; Negotiation; Context (archaeology); Space (punctuation); Sociology; Aesthetics; Epistemology; Linguistics; Social science; History; Philosophy","score_opus":0.12683200177491838,"score_gpt":0.37056111846278955,"score_spread":0.24372911668787117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378530948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76473045,0.00011514009,0.0000023123628,0.017984906,0.00062215346,0.0001150986,0.0000019663748,0.00006815139,0.21635981],"genre_scores_gemma":[0.98759115,0.000086215936,0.000011231169,0.00039476127,0.00032946476,0.00002356889,0.0000013916962,0.000002492526,0.011559697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995039,0.000038278988,0.000084963096,0.00006397035,0.00013298354,0.00017589646],"domain_scores_gemma":[0.9995079,0.00039512035,0.0000063771486,0.000032883334,0.000032995802,0.000024708448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004564464,0.000035118726,0.00007268007,0.000035896952,0.00075413275,0.00008519151,0.00006399913,0.000019826022,0.00013123674],"category_scores_gemma":[0.00018137429,0.000020189676,0.000013094646,0.00007972554,0.0011152045,0.00007440305,0.00004668418,0.000052979394,0.0001839663],"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":[0.0000015700681,0.000004430848,0.0024749497,0.000007174074,0.000003892814,0.0000012150581,0.082283534,6.654568e-9,5.666472e-8,0.9118925,0.0009055678,0.0024251165],"study_design_scores_gemma":[0.00014646887,0.00000258831,0.08545259,0.0000131097295,0.000003752736,7.0622185e-8,0.1664682,5.201012e-7,0.0000026308014,0.011109125,0.736748,0.000052977288],"about_ca_topic_score_codex":0.00017489618,"about_ca_topic_score_gemma":0.00027131606,"teacher_disagreement_score":0.90078336,"about_ca_system_score_codex":0.000022561013,"about_ca_system_score_gemma":0.000037572347,"threshold_uncertainty_score":0.58002555},"labels":[],"label_agreement":null},{"id":"W4391106970","doi":"10.33470/2836-3140.1039","title":"ChatGPT and Death of an Author","year":2024,"lang":"en","type":"article","venue":"Critical Humanities","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"History","score_opus":0.37743564467551155,"score_gpt":0.5136715591739017,"score_spread":0.13623591449839018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391106970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98559684,0.0027164705,0.00020241864,0.002880305,0.00047083135,0.00008579938,0.000005816006,0.00007068294,0.007970831],"genre_scores_gemma":[0.99790275,0.000034877427,0.00029992659,0.0002953373,0.00040609264,0.000008428612,0.0000063759094,0.000008492462,0.0010377149],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995307,0.000015953856,0.00015338021,0.0001059742,0.000085147425,0.000108849345],"domain_scores_gemma":[0.9995478,0.00020336559,0.0000042963443,0.00008122578,0.000091297996,0.00007203649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100209,0.000046931655,0.000095236785,0.00006624728,0.000059217542,0.000035210636,0.000019679943,0.000043620286,0.00030659398],"category_scores_gemma":[0.00020601743,0.000040171053,0.000019849811,0.000030549356,0.00017375598,0.00011185928,0.000008257768,0.00009225626,0.000022409453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001842447,0.000064029,0.00056646625,0.0010063791,0.000007337208,0.000023733095,0.0075268727,4.6377135e-8,0.0004017849,0.9527819,0.0002523214,0.037350703],"study_design_scores_gemma":[0.00006782451,0.0038360136,0.0155184455,0.0023851688,0.00039432984,0.0004102393,0.06700876,0.006364292,0.07818039,0.75926626,0.06609666,0.0004715889],"about_ca_topic_score_codex":0.00016672892,"about_ca_topic_score_gemma":0.000017552276,"teacher_disagreement_score":0.19351561,"about_ca_system_score_codex":0.000015743819,"about_ca_system_score_gemma":0.00006505394,"threshold_uncertainty_score":0.3356989},"labels":[],"label_agreement":null},{"id":"W4405762467","doi":"10.33470/2836-3140.1068","title":"Modernist Transitions: Cultural Encounters between British and Bangla Modernist Fiction from 1910s to 1950s","year":2024,"lang":"en","type":"article","venue":"Critical Humanities","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bengali; Art; Cultural politics; Literature; Linguistics; Philosophy; Politics; Political science","score_opus":0.047501695198564065,"score_gpt":0.27169859229558485,"score_spread":0.2241968970970208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405762467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5071644,0.01482816,0.003349934,0.009926705,0.0038165492,0.0008934848,0.010450717,0.002050352,0.4475197],"genre_scores_gemma":[0.9854151,0.000025181816,0.00008688565,0.00088922016,0.0029477023,0.0000660843,0.00032769114,0.000041634543,0.01020047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862283,0.00003499936,0.00029104072,0.00044157502,0.00025912933,0.000350422],"domain_scores_gemma":[0.9994344,0.00012485927,0.000012049502,0.00013762106,0.00013312307,0.00015792147],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050039525,0.00024462584,0.0002709722,0.00007686694,0.00090492563,0.0032461144,0.00013371298,0.00009173602,0.003116273],"category_scores_gemma":[0.00003330253,0.00024213149,0.00012558408,0.000030349396,0.0007214133,0.00063304475,0.000034181365,0.00028273262,0.00021544118],"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":[0.00003047702,0.00007432379,0.000073700045,0.0004513352,0.00016366511,0.00018553039,0.35711658,0.0000041571443,0.000139314,0.569601,0.066586874,0.005573052],"study_design_scores_gemma":[0.00040004795,0.0002470263,0.00075150403,0.0011295074,0.000429771,0.000049335584,0.18765478,0.00078356476,0.000060815673,0.04560062,0.7619349,0.00095817726],"about_ca_topic_score_codex":0.0010245402,"about_ca_topic_score_gemma":0.0026106115,"teacher_disagreement_score":0.69534796,"about_ca_system_score_codex":0.000055676788,"about_ca_system_score_gemma":0.000020646221,"threshold_uncertainty_score":0.997795},"labels":[],"label_agreement":null},{"id":"W4412057001","doi":"10.33470/2836-3140.1067","title":"The Extraction Unconscious: Solar-Powered Utopias in Catching the Sun (2015) and In the Name of Lithium (2021)","year":2025,"lang":"en","type":"article","venue":"Critical Humanities","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"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 Toronto","funders":"","keywords":"Lithium (medication); Unconscious mind; Extraction (chemistry); Utopia; Art; Psychoanalysis; Art history; Psychology; Chemistry; Psychiatry","score_opus":0.02945483873734409,"score_gpt":0.29861709599692854,"score_spread":0.2691622572595844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412057001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74229497,0.0018868964,0.00010129427,0.01088997,0.0018763398,0.0006540771,0.000029996645,0.000039335,0.2422271],"genre_scores_gemma":[0.9384854,0.00020736673,0.0000064038713,0.00044811223,0.00029531692,0.0000503249,0.000004299652,0.000008308314,0.060494512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862444,0.0003447845,0.000387643,0.00017963922,0.00019767559,0.00026583506],"domain_scores_gemma":[0.99742013,0.0021408421,0.000049244496,0.00024724033,0.00012738198,0.00001516948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078383664,0.00014548269,0.00018929399,0.00010507787,0.0009381464,0.0004402252,0.00023142077,0.000058183417,0.00024259501],"category_scores_gemma":[0.00039614356,0.0000793134,0.000064624335,0.000057483063,0.0013699732,0.00026079718,0.000050063707,0.0004097686,0.0000064437104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025047779,0.000051854484,0.0005055585,0.000057903802,0.000011246446,0.0000044622643,0.03840684,0.0000015105556,0.0000151275,0.9596409,0.00024601864,0.0010335303],"study_design_scores_gemma":[0.0003273258,0.00007233439,0.013116081,0.000185655,0.00003561955,0.000005651889,0.04736995,0.00020418926,0.000058346657,0.11368937,0.8247806,0.00015490044],"about_ca_topic_score_codex":0.0011972386,"about_ca_topic_score_gemma":0.027314061,"teacher_disagreement_score":0.84595156,"about_ca_system_score_codex":0.000054871944,"about_ca_system_score_gemma":0.000049304046,"threshold_uncertainty_score":0.99043494},"labels":[],"label_agreement":null}]}