{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"bc9a1b8f59d3","filters":{"venue":"English Text Construction"}},"results":[{"id":"W2626554074","doi":"10.1075/etc.10.1.06lou","title":"Multimodal simile","year":2017,"lang":"en","type":"article","venue":"English Text Construction","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Simile; Metonymy; Linguistics; Metaphor; Viewpoints; Multimodality; Psychology; Communication; Art; Philosophy; Visual arts","authors":[{"name":"Adrian Lou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01559253670059636,"gpt":0.2847440520133286,"spread":0.2691515153127323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001568742,0.0001233161,0.0001367747,0.00006672724,0.0004528975,0.0001340296,0.0002012999,0.0001483465,0.004449986],"category_scores_gemma":[0.0003121066,0.0001212668,0.00008093817,0.00003896802,0.0002251651,0.0002939634,0.00003597848,0.0001960416,0.0005870272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002335072,"about_ca_system_score_gemma":0.00001655045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045434,"about_ca_topic_score_gemma":0.00003475614,"domain_scores_codex":[0.9991163,0.00007059074,0.0001666352,0.0002948478,0.0001278712,0.0002237491],"domain_scores_gemma":[0.9989799,0.00003962974,0.0001666592,0.0005950739,0.0001510719,0.00006761935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001299691,0.0001315172,0.02076912,0.0000112599,0.0001324008,0.0000456618,0.008330282,0.00000188282,0.0006944722,0.04879159,0.008298242,0.9126636],"study_design_scores_gemma":[0.01122774,0.0003847675,0.5911947,0.0001099345,0.0003007524,0.0003998628,0.04802373,0.0002950339,0.008910946,0.02250736,0.3148459,0.001799289],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6275328,0.00009802348,0.0007784039,0.00006198755,0.00782685,0.000147443,0.00002074282,0.0001843427,0.3633494],"genre_scores_gemma":[0.9952686,0.000009606377,0.0009956098,0.00008328488,0.001541346,0.00003504388,0.00002422323,0.0000181528,0.002024091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9108643,"threshold_uncertainty_score":0.9964601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068315731","doi":"10.1075/etc.3.2.03dan","title":"Alternativity in poetry and drama","year":2010,"lang":"en","type":"article","venue":"English Text Construction","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Negation; Praise; Evocation; Poetry; Interpretation (philosophy); Tranquillity; Style (visual arts); Drama; Linguistics; Causation; Construals; Frame (networking); Aesthetics; Epistemology; Philosophy; Literature; Art; Psychology; Construal level theory; Social psychology; Computer science; Cognitive psychology","authors":[{"name":"Barbara Dancygier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007769640347425978,"gpt":0.261300303570242,"spread":0.253530663222816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002106918,0.00009101059,0.0001084102,0.0001265207,0.00004760083,0.00003798143,0.00005498674,0.0001384354,0.001238299],"category_scores_gemma":[0.0001647913,0.00009130287,0.000025585,0.000133373,0.0001387666,0.0001667549,0.00001802914,0.0003830342,0.00005103519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001087159,"about_ca_system_score_gemma":0.00001055708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189617,"about_ca_topic_score_gemma":0.0002925448,"domain_scores_codex":[0.999296,0.00007898344,0.0001416193,0.0002426054,0.00008500489,0.0001557976],"domain_scores_gemma":[0.9996037,0.00006405952,0.00005718351,0.0001664386,0.00006081561,0.00004779454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007458162,0.0001315951,0.1794078,0.00001181605,0.00003738509,0.00004006229,0.009604541,2.262995e-7,0.005709853,0.1262205,0.0003924388,0.6783692],"study_design_scores_gemma":[0.004788525,0.0001350223,0.8974975,0.00003829761,0.00004820189,0.0005281905,0.01915564,0.00006772778,0.005520583,0.02795453,0.04358192,0.0006838609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901456,0.00008257164,0.0002031323,0.00003563887,0.004166146,0.0001007636,0.000007057541,0.00007539909,0.09387326],"genre_scores_gemma":[0.9983249,0.000009392473,0.00065693,0.00006575111,0.0006079116,0.00001763252,0.000009646987,0.00001013227,0.0002977577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7180898,"threshold_uncertainty_score":0.9996747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739254805","doi":"10.1075/etc.10.2.04men","title":"Co-occurrence and iteration of intensifiers in Early English","year":2017,"lang":"en","type":"article","venue":"English Text Construction","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Grammaticalization; Salient; History; Linguistics; Focus (optics); Philosophy; Physics; Optics","authors":[{"name":"Belén Méndez-Naya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986287516417735,"gpt":0.3036481454965423,"spread":0.2837852703323649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004589453,0.00005114042,0.000106431,0.0000826248,0.0002991092,0.0001074873,0.0001008182,0.00009474128,0.00005883928],"category_scores_gemma":[0.007936194,0.00005731168,0.00001662197,0.00005044122,0.0005816005,0.0002868814,0.00001418021,0.0001076152,0.000001852791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148422,"about_ca_system_score_gemma":0.0000775985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009759005,"about_ca_topic_score_gemma":0.0004523837,"domain_scores_codex":[0.9993629,0.00009321827,0.0001705724,0.0001435285,0.0001156627,0.0001140934],"domain_scores_gemma":[0.9991333,0.00007585916,0.0001806242,0.00013551,0.0004291499,0.00004553159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003041065,0.00002424005,0.5468366,0.00001067075,0.00001031324,0.000003675693,0.1506641,0.000002080243,0.0001497345,0.2662457,0.0005365585,0.03548596],"study_design_scores_gemma":[0.003456164,0.000164545,0.7579558,0.0001556427,0.00003727527,0.000007039129,0.06934568,0.0001859593,0.001593512,0.01139879,0.1551032,0.0005963971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485194,0.00001268106,0.0001986785,0.0001170306,0.003432431,0.00012651,0.00001851422,0.00003340036,0.04754132],"genre_scores_gemma":[0.99901,0.00004261815,0.0004871287,0.00002258887,0.0003722913,0.000003917913,0.000008221004,0.000002156633,0.0000510913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548469,"threshold_uncertainty_score":0.9500938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999219849","doi":"10.1075/etc.3.2.02bor","title":"Illusions of simplicity","year":2010,"lang":"en","type":"article","venue":"English Text Construction","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Poetry; Materiality (auditing); Simplicity; Illusion; Comics; Cognition; Cognitive science; Linguistics; Style (visual arts); Computer science; Optical illusion; Psychology; Aesthetics; Art; Cognitive psychology; Epistemology; Philosophy; Literature; Artificial intelligence","authors":[{"name":"Mike Borkent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009397967425416586,"gpt":0.2627442698536038,"spread":0.2533463024281872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000165361,0.00009369767,0.0001367684,0.0001028506,0.00008791444,0.00001197738,0.00009588917,0.0001633544,0.006138146],"category_scores_gemma":[0.0002460368,0.00008886458,0.00007747993,0.0001931746,0.0002015808,0.00009998783,0.00002368752,0.0003008041,0.0001074945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007623085,"about_ca_system_score_gemma":0.00002014559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129661,"about_ca_topic_score_gemma":0.00007666256,"domain_scores_codex":[0.9992428,0.00006194856,0.0002150882,0.0002037187,0.0001192164,0.0001571852],"domain_scores_gemma":[0.9992252,0.00007665056,0.0001175706,0.000297555,0.0002251091,0.00005789935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001002847,0.0002843576,0.0155339,0.00001976484,0.0001227876,0.000008999908,0.01337333,0.000001231993,0.07125187,0.3425811,0.004168547,0.5525538],"study_design_scores_gemma":[0.007998051,0.0005947137,0.4464221,0.00008598429,0.000460815,0.0007676458,0.07597295,0.00008536424,0.09349545,0.07056187,0.3017227,0.001832298],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8438535,0.00002889071,0.0007230515,0.00002728048,0.005138615,0.0001130661,0.00002496196,0.0001075401,0.1499831],"genre_scores_gemma":[0.9977152,0.000004586517,0.001111872,0.00006159374,0.0006500831,0.00001626461,0.00002193191,0.00001193769,0.0004064801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5507215,"threshold_uncertainty_score":0.9947704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408918915","doi":"10.1075/etc.8.2.01bel","title":"Saying the unsayable","year":2015,"lang":"en","type":"article","venue":"English Text Construction","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CBC (Canada)","funders":"","keywords":"Narrative; Reflexivity; Reading (process); Wish; Aesthetics; Sociology; Dimension (graph theory); Epistemology; Literature; Philosophy; Art; Linguistics; Social science; Anthropology","authors":[{"name":"Valérie-Anne Belleflamme","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03977099788356803,"gpt":0.2884314833349079,"spread":0.2486604854513399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045289,0.0001058433,0.0001022993,0.0000573634,0.0001780253,0.00007266628,0.0001535678,0.00009666301,0.000780958],"category_scores_gemma":[0.0001578826,0.00008376473,0.00004216021,0.0002119676,0.0001240962,0.000181245,0.00001971062,0.0002212641,0.0004110016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002777,"about_ca_system_score_gemma":0.00004561323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000096862,"about_ca_topic_score_gemma":0.00003138883,"domain_scores_codex":[0.9990412,0.0001865473,0.0001912292,0.0002110275,0.0001681695,0.000201838],"domain_scores_gemma":[0.9991864,0.00006940141,0.00008793519,0.0003820287,0.0001959162,0.00007833305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001536851,0.0001121903,0.01457767,0.00000863354,0.0001266817,0.00001062476,0.03512644,0.0001370677,0.0001640198,0.1619559,0.1857042,0.6019229],"study_design_scores_gemma":[0.002968492,0.0001963898,0.01008617,0.00002417798,0.00006663916,0.0002177657,0.1053776,0.00040793,0.00106418,0.01295192,0.8661327,0.0005059715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4374337,0.0003761212,0.003249182,0.0005183151,0.01234664,0.0002570425,0.000003546446,0.0002865525,0.5455289],"genre_scores_gemma":[0.9951763,0.000005700467,0.0006799157,0.0002587666,0.001408121,0.00003888761,0.00001319135,0.0000162397,0.00240289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6804285,"threshold_uncertainty_score":0.8550943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}