{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":38,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":38,"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"},"query_hash":"37d9ef3d6007","filters":{"venue":"Discourse & Society"}},"results":[{"id":"W1970128214","doi":"10.1177/0957926504045031","title":"Telling it Like it isn’t: Obscuring Perpetrator Responsibility for Violent Crime","year":2004,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Attribution; Blame; Psychology; Social psychology; Resistance (ecology); Dysfunctional family; Causation; Clinical psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.06048800632329698,"gpt":0.4009205914436557,"spread":0.3404325851203587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001149997,0.0001756165,0.0002301267,0.00001978459,0.001605283,0.0001192275,0.0002254311,0.0001351437,0.0001410465],"category_scores_gemma":[0.0002530555,0.0001611358,0.0003255399,0.000263268,0.000424492,0.0002826021,0.00005705768,0.0001624632,0.0000308422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182604,"about_ca_system_score_gemma":0.0004075569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004569056,"about_ca_topic_score_gemma":0.001095198,"domain_scores_codex":[0.9982553,0.00007985697,0.0002865204,0.0004156808,0.0004587374,0.0005039204],"domain_scores_gemma":[0.999062,0.0002395373,0.0001004089,0.0002180881,0.0002367627,0.0001432057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001645158,0.0009627381,0.006952046,0.0001291704,0.0003757457,0.000003429994,0.8817968,0.002432255,0.0007469506,0.0277398,0.07532991,0.003366582],"study_design_scores_gemma":[0.001394221,0.0001125812,0.002902786,0.0001164816,0.0001277751,4.431944e-7,0.7561284,0.0003316996,0.0006210673,0.003133152,0.2345211,0.0006103279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591721,0.00250291,0.05013363,0.05699417,0.003235186,0.002576867,0.0002042202,0.0006497151,0.02453121],"genre_scores_gemma":[0.9898773,0.0005707624,0.00355802,0.001966676,0.0007997611,0.00009152483,0.00001745149,0.00002582458,0.003092707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591912,"threshold_uncertainty_score":0.9996945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033852659","doi":"10.1177/0957926506058059","title":"Historical representations of aboriginal people in the Canadian news media","year":2006,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Newspaper; Meaning (existential); Critical discourse analysis; Context (archaeology); Politics; News media; Sociology; Media studies; Discourse analysis; Colonialism; Audience reception; Gender studies; History; Political science; Linguistics; Ideology; Law; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01771784588578755,"gpt":0.345433751991079,"spread":0.3277159061052914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365275,0.00007690879,0.0001710106,0.00002798264,0.0006621379,0.00005614933,0.000285755,0.0001027451,0.00007342763],"category_scores_gemma":[0.00008093543,0.00006442613,0.0002091044,0.0005134445,0.0002814445,0.0001312506,0.000004936693,0.0001801172,0.000006848323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007849466,"about_ca_system_score_gemma":0.001327228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649011,"about_ca_topic_score_gemma":0.9953514,"domain_scores_codex":[0.9986605,0.0001736487,0.0002119251,0.0001546747,0.0004581933,0.0003410741],"domain_scores_gemma":[0.9993867,0.0001947284,0.00007810059,0.0001621569,0.00008291801,0.00009545493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003436546,0.0001278816,0.1781632,0.000004867413,0.0000112258,0.000004881461,0.5106411,0.0000150298,0.00001554405,0.1822472,0.1278852,0.0008804051],"study_design_scores_gemma":[0.0004620322,0.00001103952,0.2812658,0.000008749365,0.00004826554,3.482881e-7,0.2829753,0.00002072332,0.000002521701,0.009444707,0.4255728,0.0001877729],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7404176,0.001584403,0.0001137156,0.04625104,0.001070227,0.0006376303,0.00004883631,0.00004392312,0.2098327],"genre_scores_gemma":[0.9978002,0.0001315147,0.0001043183,0.0002669189,0.0007540992,0.00002809494,0.00001218065,0.000006052892,0.000896658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976876,"threshold_uncertainty_score":0.5092697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004402732","doi":"10.1177/0957926509345066","title":"‘We’re not ethnic, we’re Irish!’: Oral histories and the discursive construction of immigrant identity","year":2010,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Irish; Sociology; Immigration; Identity (music); Ethnic group; Discourse analysis; Gender studies; Context (archaeology); Constructive; Narrative; National identity; Assimilation (phonology); Linguistics; Anthropology; Aesthetics; Political science; Politics; History; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.05746077346839468,"gpt":0.4519614504746577,"spread":0.3945006770062631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008379932,0.0001202956,0.0002119907,0.00001589176,0.0006746619,0.00007854571,0.0002439692,0.0001466305,0.0003433599],"category_scores_gemma":[0.0002779741,0.00008453848,0.0002275053,0.0002063005,0.003889356,0.0003615213,0.00004845001,0.0003568459,0.000006364611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559859,"about_ca_system_score_gemma":0.0003712008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01583248,"about_ca_topic_score_gemma":0.02542046,"domain_scores_codex":[0.9988185,0.0001671667,0.0002202621,0.0001948806,0.0003632539,0.0002359108],"domain_scores_gemma":[0.999128,0.0001878067,0.0002113497,0.0002128252,0.000145703,0.0001143215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002586158,0.000058256,0.002256746,0.00002600127,0.0000367909,1.647162e-7,0.8309975,4.757123e-7,0.0002440976,0.1483454,0.008945002,0.009063726],"study_design_scores_gemma":[0.0008022105,0.00001178317,0.008250548,0.00002137728,0.00009599553,0.000001163384,0.9120151,0.00004013672,0.0003099663,0.004649322,0.07361554,0.0001868832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408425,0.0007507933,0.00004529876,0.05124512,0.002235167,0.000311249,0.00005514541,0.0000377802,0.004476948],"genre_scores_gemma":[0.9950017,0.001484811,0.0004089416,0.000363872,0.0005324566,0.00001588475,0.000007223009,0.000008845076,0.002176234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143696,"threshold_uncertainty_score":0.9988215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025625823","doi":"10.1177/0957926502013004455","title":"Accountability in action: the accomplishment of gender, race and class in a meeting of the University of California Board of Regents","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Gender and Health","funders":"","keywords":"Race (biology); Accountability; Class action; Affirmative action; Relevance (law); Class (philosophy); Action (physics); Sociology; Gender studies; Political science; Law; Epistemology; State (computer science)","retraction":null,"screen_n_in":null,"score":{"opus":0.05781767614338146,"gpt":0.3106424890934284,"spread":0.2528248129500469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002063,0.00006226596,0.0001894509,0.00001106104,0.0001054771,0.000003256396,0.0002440162,0.00008176742,0.00004145585],"category_scores_gemma":[0.000073771,0.00004528369,0.0001243842,0.0002536493,0.0008121214,0.00007491621,0.00008919219,0.0001309139,2.894263e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009307912,"about_ca_system_score_gemma":0.0001066905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465338,"about_ca_topic_score_gemma":0.005850182,"domain_scores_codex":[0.9989629,0.0001873902,0.0002088562,0.0001299038,0.000363754,0.0001472245],"domain_scores_gemma":[0.99932,0.0001561126,0.0002366111,0.0001900404,0.00006797045,0.00002925184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001901524,0.0002487691,0.5094728,0.00009689252,0.00002679332,1.670512e-7,0.4860139,0.00004742541,0.001013403,0.0002063601,0.001926452,0.0009279583],"study_design_scores_gemma":[0.0004244623,0.000008629647,0.2695857,0.00005003166,0.00002737729,9.342984e-8,0.7276873,0.0001097669,0.0007806208,0.0001441167,0.001132013,0.00004988509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966626,0.0002469872,0.000005624425,0.000611993,0.0002081481,0.0002096063,0.00002798559,0.000002655503,0.002024376],"genre_scores_gemma":[0.9991586,0.0006622048,0.00005477776,0.00001632641,0.00004000864,9.063577e-7,6.144833e-7,0.000002600909,0.00006402229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416734,"threshold_uncertainty_score":0.6750286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167133869","doi":"10.1177/0957926504046503","title":"There’s Risks in Everything: Extreme-Case Formulations and Accountability in Inquiry Testimony","year":2004,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Cabinet (room); Accountability; Context (archaeology); Sociology; Political science; History; Law; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.2392399050635899,"gpt":0.3713928652313692,"spread":0.1321529601677793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002907727,0.0001214487,0.0001612245,0.00002503193,0.000378249,0.00008448931,0.00009887053,0.00004538714,0.00008426646],"category_scores_gemma":[0.00002695048,0.0001019007,0.00007370289,0.00006730948,0.0004336222,0.0002994275,0.0001352834,0.0002318585,0.000007331427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249569,"about_ca_system_score_gemma":0.00005004095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007083635,"about_ca_topic_score_gemma":0.01502153,"domain_scores_codex":[0.999261,0.00003372448,0.0002422518,0.0001779405,0.0001065748,0.0001785051],"domain_scores_gemma":[0.9994804,0.0001073835,0.0000637566,0.0002689231,0.0000492835,0.00003028055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001004073,0.0003913598,0.06159468,0.00002395813,0.00003171734,0.00001189335,0.8274901,0.0001667265,0.000004348906,0.1055583,0.0005815724,0.004135273],"study_design_scores_gemma":[0.00160207,0.00003610798,0.1780699,0.0000992312,0.00003346884,0.00001645576,0.7514563,0.0005500908,0.000003964924,0.0624568,0.005303008,0.0003725092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892973,0.001572203,0.00004749561,0.001277562,0.0000951818,0.0001779952,0.00001198343,0.00003613129,0.007484142],"genre_scores_gemma":[0.9989833,0.0002611712,0.000236661,0.0001818192,0.00009797018,0.00005144045,0.000006061431,0.000009835972,0.0001717014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1164753,"threshold_uncertainty_score":0.9995283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987360359","doi":"10.1177/0957926510382842","title":"A bilingual corpus-assisted discourse study of the construction of nationhood and belonging in Quebec","year":2010,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Linguistics; Corpus linguistics; Comparability; Sociology; Identity (music); Symbol (formal); Art","retraction":null,"screen_n_in":null,"score":{"opus":0.008214640120715006,"gpt":0.2791367252643889,"spread":0.2709220851436739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004163658,0.00005427272,0.0001278544,0.00006992165,0.0004617006,0.00005666617,0.0001383123,0.00006887373,0.00003748224],"category_scores_gemma":[0.00009057862,0.00005207385,0.00008295766,0.0003384679,0.001751152,0.0001631033,0.00003196964,0.0001959845,3.2708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461305,"about_ca_system_score_gemma":0.001066573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7213629,"about_ca_topic_score_gemma":0.9943937,"domain_scores_codex":[0.9992054,0.00008289235,0.0001856943,0.0001285639,0.0002727941,0.0001246185],"domain_scores_gemma":[0.9995353,0.00004757158,0.0001588984,0.0001420138,0.00006937786,0.00004679476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001150775,0.0008096119,0.1697214,0.00004037695,0.0000699707,0.000001874154,0.7462189,0.00001361352,0.002996085,0.04941629,0.0004558634,0.03024454],"study_design_scores_gemma":[0.0006760018,0.00002307429,0.3314617,0.00003319454,0.00005669171,0.000001169169,0.6653507,0.00004123818,0.00003697934,0.0003045515,0.001904928,0.0001097107],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976691,0.00006380794,0.000002602875,0.0007833011,0.0004142494,0.0002347802,0.00001518275,0.000007930256,0.0008090299],"genre_scores_gemma":[0.9991829,0.00002463892,0.00005757124,0.00001362263,0.00005776095,0.000004881091,0.000001245676,0.00000468916,0.0006526908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2730308,"threshold_uncertainty_score":0.6452193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074136003","doi":"10.1177/0957926502013006753","title":"Legal institutions, nonspeaking recipiency and participants' orientations","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Jury; Conversation; Psychology; Social psychology; Sexual orientation; Aggression; Orientation (vector space); Conversation analysis; Law; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1294037423557755,"gpt":0.3486248636371376,"spread":0.2192211212813621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001592144,0.0001585341,0.0001523313,0.00002958443,0.001172673,0.0004678503,0.0002117425,0.00004079427,0.002254614],"category_scores_gemma":[0.00003184075,0.0001356275,0.000122519,0.00007516384,0.001071114,0.0009568865,0.00008303086,0.0002040557,0.0001279465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332321,"about_ca_system_score_gemma":0.000056589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004156178,"about_ca_topic_score_gemma":0.00142768,"domain_scores_codex":[0.9989359,0.0000547077,0.0002544084,0.0002273708,0.0002024762,0.0003250887],"domain_scores_gemma":[0.9992538,0.00006212477,0.0001028037,0.0004010096,0.00008549006,0.00009478903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001257709,0.0001450247,0.0004334859,0.000009977147,0.00004885929,0.000002367201,0.1736465,0.00001063894,0.00002074613,0.8131162,0.01133941,0.001225524],"study_design_scores_gemma":[0.0007413907,0.00005223058,0.001651319,0.00008255313,0.0001883157,0.00001100733,0.5420038,0.001050163,0.00003944971,0.002160385,0.4514916,0.0005277864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6092336,0.002675339,0.0002954647,0.00465659,0.0006008936,0.0003005764,0.0001244983,0.0002634258,0.3818496],"genre_scores_gemma":[0.9935277,0.0004053927,0.000466901,0.0004180888,0.0003096485,0.00006131923,0.00003893241,0.00001691119,0.004755159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8109558,"threshold_uncertainty_score":0.9986575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065143739","doi":"10.1177/0957926509104023","title":"Civilization and civilized in post-9/11 US presidential speeches","year":2009,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Civilization; Presidential system; Rhetorical question; Conceptualization; Terrorism; Narrative; Discourse analysis; Categorization; Sociology; Political science; History; Literature; Law; Epistemology; Philosophy; Linguistics; Politics; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01399007351757719,"gpt":0.2744261337099531,"spread":0.2604360601923759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002251498,0.0002005523,0.0002850789,0.00005758807,0.0002668113,0.0002411851,0.0001368068,0.00005264374,0.001007289],"category_scores_gemma":[0.00003524038,0.0001704441,0.0002034735,0.00007262534,0.0004227075,0.0004544413,0.0000559831,0.000122479,0.00001422395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553106,"about_ca_system_score_gemma":0.00003418689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007626531,"about_ca_topic_score_gemma":0.02030063,"domain_scores_codex":[0.998814,0.00004821276,0.000268667,0.0003128978,0.0002605623,0.000295647],"domain_scores_gemma":[0.999525,0.00003586383,0.00009840861,0.000202875,0.00008917068,0.00004865983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008111326,0.001147165,0.01859124,0.0001284512,0.0006881348,0.0000622388,0.6450523,0.0001001756,0.002008476,0.2787561,0.03723576,0.01614879],"study_design_scores_gemma":[0.004877404,0.00042038,0.210273,0.0004684249,0.001308074,0.00001218449,0.728232,0.001629906,0.001270426,0.01807415,0.03128632,0.002147783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973685,0.001898778,0.00004303499,0.001949344,0.0001501548,0.0002009816,0.00003002513,0.00007753744,0.02196513],"genre_scores_gemma":[0.9962292,0.000313379,0.0001230643,0.0007271218,0.0004727513,0.00001039993,0.000052141,0.0000155643,0.002056422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260682,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329687704","doi":"10.1177/0957926512455885","title":"Including social discourses and experience in research on refugees, race, and ethnicity","year":2012,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Booth University College","funders":"","keywords":"Sociology; Ethnomethodology; Refugee; Ethnic group; Conversation; Racism; Conversation analysis; Discourse analysis; Gender studies; Discursive psychology; Epistemology; Social science; Linguistics; Political science; Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.3192562478736107,"gpt":0.4969418126292549,"spread":0.1776855647556442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254784,0.0002057168,0.0002656489,0.0000758509,0.001282176,0.000342079,0.000273487,0.00009480432,0.0002230094],"category_scores_gemma":[0.0000547342,0.0001670801,0.00007746214,0.000117201,0.002371375,0.0009597696,0.0003659333,0.0006421283,0.00001379223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009482334,"about_ca_system_score_gemma":0.0000559804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005147964,"about_ca_topic_score_gemma":0.0008586654,"domain_scores_codex":[0.9980839,0.0003038115,0.0002530388,0.0003033474,0.0004447615,0.0006110783],"domain_scores_gemma":[0.9990916,0.0002882348,0.00009090905,0.0003329696,0.00007950831,0.0001167815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001845767,0.0002255859,0.00562446,0.0000301659,0.00002331599,0.00000134078,0.6109132,7.241184e-7,0.0001434145,0.3768651,0.004399342,0.00175491],"study_design_scores_gemma":[0.0005365734,0.00004971679,0.03366975,0.0001012989,0.00001866053,0.000002268655,0.9327679,0.00003863968,0.0001309703,0.002334009,0.02999246,0.0003577412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638069,0.002952769,0.000003593223,0.002741808,0.0001406369,0.0002198179,0.00003005689,0.00005224496,0.03005218],"genre_scores_gemma":[0.9970027,0.000468052,0.00007781685,0.000224824,0.0006137507,0.00008265943,0.00001607363,0.00002751526,0.001486667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745311,"threshold_uncertainty_score":0.9861588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162374251","doi":"10.1177/0957926513508855","title":"The ideological dilemma of subordination of self versus self-care: Identity construction of the ‘ethical social worker’","year":2013,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Ideology; Sociology; Identity (music); Dilemma; Subordination (linguistics); Negotiation; Argument (complex analysis); Epistemology; Context (archaeology); Social psychology; Gender studies; Social science; Politics; Aesthetics; Law; Psychology; Political science; Linguistics","retraction":null,"screen_n_in":null,"score":{"opus":0.02408141583255546,"gpt":0.3683547835809896,"spread":0.3442733677484341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001256629,0.00008595184,0.0001675579,0.000008716771,0.001395481,0.00005891188,0.0003824546,0.0003092565,0.0002970833],"category_scores_gemma":[0.0008051171,0.0000577863,0.0003376076,0.0006999787,0.001750978,0.0003377622,0.00007189735,0.000395809,0.000009278834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014233,"about_ca_system_score_gemma":0.0004530412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064108,"about_ca_topic_score_gemma":0.0003978106,"domain_scores_codex":[0.9979286,0.0007491516,0.0003182318,0.0001359488,0.0006689647,0.0001991481],"domain_scores_gemma":[0.9975868,0.001043524,0.0005322083,0.0001575405,0.0006358157,0.00004412172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004095,0.0002157258,0.03378152,0.0000270155,0.0001849725,3.493675e-8,0.1393462,0.000002512623,0.00007453609,0.8088999,0.01217975,0.005246845],"study_design_scores_gemma":[0.0007831416,0.00004808224,0.338582,0.00001539638,0.000250017,2.798418e-7,0.6168617,0.00002661572,0.0001916268,0.01395178,0.02912192,0.0001674856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458602,0.0001195769,0.00005202007,0.04456093,0.001598492,0.0004020889,0.000007255121,0.0000388822,0.007360579],"genre_scores_gemma":[0.998816,0.0001683829,0.0005256764,0.000107051,0.0002774438,0.00002288338,0.000003043519,0.000005634472,0.00007390256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7949482,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068715644","doi":"10.1177/0957926502013003055","title":"Human rights discourse and international relations: Le Monde's editorials on Russia","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Newspaper; Human rights; Discourse analysis; Chechen; Sociology; Critical discourse analysis; National identity; Media studies; Identity (music); Political science; Gender studies; Law; Politics; Linguistics; Ideology; Philosophy; Aesthetics","retraction":null,"screen_n_in":null,"score":{"opus":0.03079528054876268,"gpt":0.3069212527105004,"spread":0.2761259721617377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002186925,0.000282566,0.0003079512,0.00006746787,0.001599616,0.0003818927,0.0002691823,0.00007750023,0.006741146],"category_scores_gemma":[0.00002162566,0.0002192809,0.0003253219,0.00004581141,0.001040437,0.0006040547,0.000102273,0.0002587882,0.0002847368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006724217,"about_ca_system_score_gemma":0.00001216924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003295605,"about_ca_topic_score_gemma":0.0006073302,"domain_scores_codex":[0.9984145,0.00005503669,0.0003464482,0.0004271356,0.0004486218,0.0003082578],"domain_scores_gemma":[0.9992239,0.00007058532,0.000183647,0.0003416872,0.00009277604,0.00008742089],"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":[0.000002655319,0.0003060443,0.0001252589,0.00000504949,0.0004405708,0.000004819946,0.04437109,0.00001868816,0.00002107402,0.4477734,0.5065008,0.0004305618],"study_design_scores_gemma":[0.002055312,0.0001721912,0.0009010576,0.000196783,0.0006401647,0.000003632374,0.1755843,0.000932978,0.00006903663,0.03480422,0.783451,0.001189379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2938735,0.002347688,0.00003798452,0.01503543,0.00808908,0.0004200941,0.0002962667,0.0002903097,0.6796096],"genre_scores_gemma":[0.904394,0.00006328879,0.00007603588,0.0002168019,0.01051823,0.00004749522,0.00006704265,0.00002969233,0.08458737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6105205,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251341784","doi":"10.1177/0957926504041015","title":"After the Fall","year":2004,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Judgement; Narrative; Dissent; Politics; Power (physics); Exceptionalism; Aesthetics; History; Sociology; Shadow (psychology); Political science; Media studies; Law; Literature; Psychology; Art; Psychoanalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01283634586823884,"gpt":0.2962506784875015,"spread":0.2834143326192626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006482059,0.0001284445,0.0001103209,0.000004654089,0.001018718,0.0001473891,0.0003901173,0.0001366081,0.0002110197],"category_scores_gemma":[0.0000279257,0.0000883628,0.0004539689,0.0002419675,0.001035546,0.0002502442,0.00005970228,0.0002283637,0.0003153885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462187,"about_ca_system_score_gemma":0.0003110717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086555,"about_ca_topic_score_gemma":0.001680536,"domain_scores_codex":[0.9986431,0.0000755312,0.0001291712,0.0002158765,0.0004642189,0.0004721134],"domain_scores_gemma":[0.9994353,0.00004783799,0.00004969655,0.0002855263,0.00005916986,0.0001224772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001393428,0.0001620807,0.004832339,0.00001254965,0.0001010269,0.000009086423,0.8326613,0.00002682705,0.0000333257,0.07130148,0.0887638,0.002082229],"study_design_scores_gemma":[0.0008700054,0.00003848293,0.01938746,0.00004465959,0.0001037324,0.000002875076,0.5060602,0.000006820128,0.00007288179,0.01510556,0.4577507,0.0005565837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044825,0.001149731,0.0003487136,0.04273008,0.0009358491,0.0004155129,0.00004757948,0.0001736287,0.04971643],"genre_scores_gemma":[0.9897696,0.0002962925,0.0003704416,0.004477492,0.0007205403,0.00003937708,0.000007176784,0.00001592848,0.004303106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689869,"threshold_uncertainty_score":0.783526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167959953","doi":"10.1177/0957926502013001002","title":"(Un)reasonable Doubt? the Invocation of Children's Consent in Sexual Abuse Trial Judgments","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Psychology; Argument (complex analysis); Invocation; Sexual abuse; Child sexual abuse; Agency (philosophy); Warrant; Social psychology; Criminology; Sexual assault; Poison control; Law; Suicide prevention; Sociology; Political science; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04441587382422607,"gpt":0.3168127064497813,"spread":0.2723968326255553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002942228,0.0001541755,0.0002068457,0.00002248286,0.0001064036,0.00002182482,0.0002281262,0.0001191849,0.001302065],"category_scores_gemma":[0.00001100449,0.0001150705,0.0001706249,0.0002328202,0.0002144321,0.00008751501,0.00002622676,0.0002473051,0.000145135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346012,"about_ca_system_score_gemma":0.00002339274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006539389,"about_ca_topic_score_gemma":0.0001902976,"domain_scores_codex":[0.9987577,0.0001167947,0.0003104439,0.0002914731,0.0002289072,0.0002946321],"domain_scores_gemma":[0.9992043,0.0001150622,0.000151081,0.0004542133,0.00002587022,0.00004945563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003904966,0.01348429,0.1382945,0.00005053265,0.002481811,0.00002290506,0.4937383,0.0001017251,0.0003639577,0.01703174,0.2737844,0.05674086],"study_design_scores_gemma":[0.1729366,0.0009482546,0.6863348,0.000159868,0.0006584111,0.00005270871,0.1307816,0.0004344123,0.0007821585,0.0007303059,0.00500631,0.001174521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930236,0.0009858718,0.0000136953,0.001248753,0.0004229736,0.0006662757,0.00002979488,0.00002799121,0.003581031],"genre_scores_gemma":[0.9981074,0.0001790201,0.00003397913,0.0004846516,0.0002850088,0.00006714334,0.00003615817,0.00001933355,0.0007873388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480403,"threshold_uncertainty_score":0.9996109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313824471","doi":"10.1177/0957926516634549","title":"‘Talk, listen, think’: Discourses of agency and unintentional violence in consent guidance for gay, bisexual and trans men","year":2016,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Victoria University of Wellington; York University; Queen Mary University of London; University of Victoria","keywords":"Audience measurement; Agency (philosophy); Solidarity; Gender studies; Informed consent; Psychology; Sociology; Social psychology; Criminology; Law; Political science; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.08079082737546624,"gpt":0.4020011958531076,"spread":0.3212103684776413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004875351,0.0001131062,0.0001971719,0.00002096954,0.0002913404,0.00002461455,0.0001008895,0.00006772475,0.0000317532],"category_scores_gemma":[0.0001400157,0.00007886405,0.00007817337,0.0001221913,0.001286671,0.0002185859,0.00003560297,0.00004421187,4.366388e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003516959,"about_ca_system_score_gemma":0.0001268223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000646873,"about_ca_topic_score_gemma":0.001688706,"domain_scores_codex":[0.9989816,0.00006903327,0.0002325007,0.0002458232,0.0002369154,0.0002341175],"domain_scores_gemma":[0.9992909,0.0003311283,0.000102734,0.00007847742,0.0001281771,0.00006858294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000216088,0.0008612497,0.3863686,0.0003366492,0.0004198216,0.000005386587,0.4075679,0.00001980283,0.007788896,0.1290986,0.02074104,0.04657592],"study_design_scores_gemma":[0.00430231,0.0002774805,0.3264339,0.0009893868,0.000160679,0.000003306289,0.6389446,0.0003877211,0.0004807874,0.02013474,0.007144434,0.0007406339],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750224,0.002312342,0.005437229,0.01423713,0.0001987975,0.0005412664,0.0002381898,0.00003694597,0.001975647],"genre_scores_gemma":[0.9940771,0.00343516,0.0005708355,0.00008288483,0.00008239243,0.00003543628,0.000005460942,0.000008022675,0.001702659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2313767,"threshold_uncertainty_score":0.4740793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026567388","doi":"10.1177/0957926502013001001","title":"Discourse, Gender and Sexual Violence","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Sexual violence; Discourse analysis; Psychology; Critical discourse analysis; Sociology; Social psychology; Gender studies; Criminology; Linguistics; Politics; Ideology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.06003911576085964,"gpt":0.3619928187810245,"spread":0.3019537030201649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002401601,0.0001017302,0.00009987271,0.00001207381,0.0005989573,0.0001063196,0.0001294923,0.00008782309,0.0002794332],"category_scores_gemma":[0.00002156195,0.00008976995,0.00007781106,0.0001116673,0.0006954608,0.0002103191,0.00004565781,0.0001209248,0.00003983574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004252434,"about_ca_system_score_gemma":0.00004296838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162866,"about_ca_topic_score_gemma":0.000126715,"domain_scores_codex":[0.9988234,0.00006979814,0.0001174286,0.0002564393,0.0003535851,0.0003793357],"domain_scores_gemma":[0.999546,0.00003955303,0.0000495208,0.0001501487,0.00004286236,0.0001719317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003145843,0.0004229272,0.04839051,0.00005697387,0.0001592427,0.00001055157,0.634258,0.0000457668,0.0004879223,0.1989492,0.07127335,0.04594234],"study_design_scores_gemma":[0.0004718209,0.00002911388,0.03127697,0.00001964939,0.0000721956,0.000003356721,0.9482029,0.001679423,0.00005672096,0.01082604,0.006960389,0.0004014035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526259,0.001325407,0.0004255509,0.003142128,0.0003209001,0.000205107,0.00001822329,0.00006992443,0.04186691],"genre_scores_gemma":[0.9952275,0.001137967,0.0002388564,0.0003359692,0.0004013303,0.00001079948,0.000005302646,0.00001081177,0.00263152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3139449,"threshold_uncertainty_score":0.4606756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792400508","doi":"10.1177/0957926518754415","title":"Building consensus: Design media and multimodality in architecture education","year":2018,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Multimodality; Semiotics; Architecture; Cognitive dissonance; Gestalt psychology; Sociology; Convergence (economics); Technological convergence; Computer science; Linguistics; Psychology; Social psychology; Visual arts; Telecommunications; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02753957018285374,"gpt":0.353554764269613,"spread":0.3260151940867593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004503255,0.0001258077,0.0001397468,0.00003076395,0.00009169032,0.0000251127,0.00007694324,0.000129433,0.0002552838],"category_scores_gemma":[0.00006775681,0.0001085545,0.00007169085,0.0001390247,0.0003347992,0.00003820613,0.00002136573,0.0001920891,0.00003023481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003294434,"about_ca_system_score_gemma":0.00008364479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004065861,"about_ca_topic_score_gemma":0.0001216751,"domain_scores_codex":[0.9989865,0.0002029621,0.0001579481,0.0003057996,0.000110098,0.000236661],"domain_scores_gemma":[0.9994446,0.0001662022,0.00006549622,0.0001979281,0.00005552439,0.00007023502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002863723,0.001372834,0.01531277,0.00008015419,0.000259492,0.0000167987,0.498841,0.000009179857,0.01308745,0.02330897,0.02969751,0.4177274],"study_design_scores_gemma":[0.005831385,0.0003241239,0.539288,0.0003200912,0.0003753532,0.0001358467,0.3099517,0.000968709,0.005730008,0.132002,0.003585201,0.001487535],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842383,0.0007992944,0.01088555,0.0009362604,0.0006312086,0.0002683524,0.00001761773,0.00004512997,0.002178252],"genre_scores_gemma":[0.9854424,0.00001703646,0.01310534,0.000739386,0.0004891561,0.00004498494,0.00001836749,0.0000155236,0.0001278055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5239753,"threshold_uncertainty_score":0.4426725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976526777","doi":"10.1177/0957926512455880","title":"Embodying discourse analysis: Lessons learned about epistemic and ontological psychologies","year":2012,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Booth University College","funders":"","keywords":"Discursive psychology; Epistemology; Sociology; Discourse analysis; Value (mathematics); Constitution; Psychology; Social psychology; Linguistics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1498232152552806,"gpt":0.413734879050655,"spread":0.2639116637953744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007134694,0.0003818574,0.0005766442,0.00008354486,0.0009558809,0.0005393903,0.0005424704,0.0001568837,0.001057592],"category_scores_gemma":[0.00004921111,0.0002836458,0.0005739931,0.0001765875,0.002143621,0.000981111,0.0002325699,0.0005060402,0.00007681028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006637631,"about_ca_system_score_gemma":0.00005285335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003038361,"about_ca_topic_score_gemma":0.0007591026,"domain_scores_codex":[0.997752,0.0002344307,0.0004439475,0.0004590077,0.0003495908,0.0007610783],"domain_scores_gemma":[0.9983047,0.0002077958,0.0002802508,0.0009079279,0.00009479639,0.0002045182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001981917,0.0004583957,0.01456268,0.00003975973,0.001246971,0.000003047893,0.2538895,0.00002203569,0.0001228089,0.7188059,0.005715959,0.005113135],"study_design_scores_gemma":[0.0007264947,0.00005602424,0.0530336,0.00006907182,0.001676167,0.00001039479,0.9256405,0.0002235492,0.00002608912,0.005399053,0.01229111,0.000847968],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901896,0.01213568,0.0004764321,0.01474097,0.0004332781,0.0003007601,0.0001422774,0.0003935133,0.06948107],"genre_scores_gemma":[0.9927976,0.001263276,0.0004629454,0.0005194112,0.000548357,0.00008643441,0.0001315753,0.00003514824,0.00415524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7134069,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099881085","doi":"10.1177/0957926520970381","title":"‘Those people who chose us’: Discursive construction of identity and belonging in the context of Quebec’s 2018 provincial elections","year":2020,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Critical discourse analysis; Identity (music); French; Sociology; Conceptualization; Discourse analysis; Context (archaeology); Gender studies; Ethnic group; Political science; Power (physics); Ideology; Law; Politics; Humanities; Linguistics; Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.02270070694251338,"gpt":0.2804358369301708,"spread":0.2577351299876575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869476,0.0001200265,0.0002920296,0.00002920113,0.0002597644,0.0001071959,0.0001352023,0.00003809131,0.0001280314],"category_scores_gemma":[0.00007814221,0.00008726937,0.0002241811,0.0001198624,0.0006265093,0.0002777878,0.00004745185,0.0001498417,0.000001650267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548658,"about_ca_system_score_gemma":0.0001114703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02481439,"about_ca_topic_score_gemma":0.1286435,"domain_scores_codex":[0.9990833,0.00005174827,0.0002949724,0.0001842118,0.0002314369,0.0001542725],"domain_scores_gemma":[0.9994138,0.00005449832,0.0002120717,0.0001301689,0.0001449821,0.00004448152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001971594,0.0001608375,0.02308482,0.0001049631,0.0001489689,0.000001250768,0.4283702,0.00001357568,0.0001231501,0.5448192,0.002479266,0.0006741012],"study_design_scores_gemma":[0.0008383939,0.0001219878,0.02151851,0.0001007937,0.0005594342,0.000001652993,0.9666503,0.002204729,0.0002403604,0.00410604,0.003372447,0.000285359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935681,0.0003563268,0.0001397271,0.002952829,0.000146484,0.0002129004,0.0001713151,0.00001102073,0.002441319],"genre_scores_gemma":[0.998823,0.0001667896,0.0000387889,0.0002388563,0.0005443754,0.00001200804,0.0000271804,0.000009117846,0.0001398784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5407131,"threshold_uncertainty_score":0.9816794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976279137","doi":"10.1177/0957926514536832","title":"Irish emigration in the 1970s: The ‘problem’ discourse of political elites","year":2014,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Irish and British Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Elite; Irish; Emigration; Argument (complex analysis); Politics; Sociology; Discourse analysis; Gender studies; Political economy; Political science; Linguistics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0163002992331688,"gpt":0.3394052392032685,"spread":0.3231049399700997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820729,0.0001124724,0.0001762453,0.00001133367,0.0006554141,0.000101035,0.0004191138,0.00008411316,0.00002961233],"category_scores_gemma":[0.0001998598,0.00006514382,0.0002294472,0.0002897219,0.001638946,0.0001874378,0.00005052812,0.000221035,0.00001137462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000481001,"about_ca_system_score_gemma":0.000104197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007623893,"about_ca_topic_score_gemma":0.003116918,"domain_scores_codex":[0.9981781,0.0003720007,0.0002432734,0.0001833207,0.0005260585,0.000497266],"domain_scores_gemma":[0.9991288,0.0004357916,0.00008967202,0.000207219,0.00008527551,0.0000532198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007773016,0.0004058511,0.05440472,0.00003615929,0.00005612657,0.000001362294,0.2126402,0.000009503572,0.00007632351,0.1813154,0.543294,0.007752665],"study_design_scores_gemma":[0.0003822058,0.0000647058,0.05909978,0.00008940067,0.00008064299,0.000001326568,0.9054604,0.00008087005,0.00004907667,0.007765376,0.02670524,0.0002209322],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272975,0.0009282301,0.0001630796,0.05333313,0.000158827,0.0004419657,0.00002873874,0.00003162069,0.1176169],"genre_scores_gemma":[0.9972698,0.0003497924,0.0001526555,0.001234775,0.0005461947,0.0000422129,0.000008326856,0.000007231261,0.0003890145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6928203,"threshold_uncertainty_score":0.9989844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734768143","doi":"10.1177/0957926516651524d","title":"Book review: Christopher Hart and Piotr Cap (eds), <i>Contemporary Critical Discourse Studies</i>","year":2016,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Russian Literature and Bakhtin Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02839951235497622,"gpt":0.3847851641155129,"spread":0.3563856517605367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008926034,0.0003105434,0.0005716686,0.00001567718,0.001072067,0.0000970782,0.0002131556,0.0001493382,0.0003443481],"category_scores_gemma":[0.0003951865,0.0001883913,0.0003561197,0.0001946725,0.003416654,0.000848842,0.000157494,0.000227023,0.00006850471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362227,"about_ca_system_score_gemma":0.000230964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007292834,"about_ca_topic_score_gemma":0.0000409805,"domain_scores_codex":[0.9976187,0.0002511472,0.0003850358,0.00056414,0.0005575068,0.0006235151],"domain_scores_gemma":[0.9986973,0.0003962059,0.0001200076,0.0003456122,0.0001791274,0.0002616823],"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":[0.000006836769,0.00007235943,0.0004846826,0.0001881693,0.0001205418,0.00001827636,0.01694043,4.032576e-9,0.00006428036,0.004497542,0.97563,0.001976864],"study_design_scores_gemma":[0.0003535883,0.00003982979,0.0003646587,0.001544706,0.0001139104,0.000003075553,0.02126748,1.640328e-7,0.00002093597,0.0005552476,0.9753913,0.0003451313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009964788,0.7949631,0.00003455727,0.1870205,0.0006139114,0.0003799013,0.00006426825,0.0001054737,0.01582187],"genre_scores_gemma":[0.1219871,0.7330312,0.0003100862,0.07481561,0.002543628,0.0001833894,0.00001022868,0.00006084082,0.06705796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1209906,"threshold_uncertainty_score":0.9992955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965161068","doi":"10.1177/0957926519859748d","title":"Book review: Monica Heller and Bonnie McElhinny, <i>Language, Capitalism, Colonialism: Toward a Critical History</i>","year":2019,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Capitalism; Colonialism; Sociology; History; Political science; Archaeology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.03238013976379716,"gpt":0.4331506583685767,"spread":0.4007705186047795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005887736,0.0001713627,0.0002943832,0.0000171698,0.0002431583,0.00005838382,0.0002392414,0.0001518615,0.006146675],"category_scores_gemma":[0.0002849169,0.0001632215,0.0002356588,0.0001070076,0.0007898328,0.0002481148,0.00006118779,0.0002545756,0.0002416597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035495,"about_ca_system_score_gemma":0.0008322612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328368,"about_ca_topic_score_gemma":0.0001095563,"domain_scores_codex":[0.9983739,0.0001740651,0.0002482215,0.0003499418,0.0004024295,0.0004514285],"domain_scores_gemma":[0.9990379,0.0001689222,0.00008598396,0.0002821537,0.0001084778,0.0003166293],"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":[0.000002952198,0.00006333698,0.00008794043,0.0001537905,0.00001421099,0.000001411277,0.2203488,9.727304e-8,0.00004388088,0.005999738,0.7728317,0.0004520764],"study_design_scores_gemma":[0.0002090544,0.00002048064,0.000161358,0.000146338,0.0000499319,0.000001642447,0.03443782,0.00001848611,0.00001353927,0.00005544385,0.9646695,0.0002164528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.07872346,0.6935119,0.000008181983,0.1570668,0.00227766,0.001067942,0.00005264046,0.0001886814,0.06710271],"genre_scores_gemma":[0.331826,0.1235161,0.0007066775,0.3465044,0.001782671,0.0001348616,0.00005601972,0.00008047088,0.1953928],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5699958,"threshold_uncertainty_score":0.9947618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401400836","doi":"10.1177/09579265241259094","title":"Eberhard Kranzmayer’s dovetailing with Nazism: His fascist years and the ‘One Standard German Axiom (OSGA)’","year":2024,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Nazism; German; Nazi Germany; World War II; Axiom; Classics; Political science; Law; History; Archaeology; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02121434358965417,"gpt":0.2937822104908105,"spread":0.2725678669011564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006660984,0.0001766434,0.0002896416,0.00003463936,0.0005618064,0.001224511,0.0001904082,0.00003658271,0.001120669],"category_scores_gemma":[0.00003143873,0.00009978038,0.0003013466,0.00008934579,0.00147382,0.0001741887,0.00007871302,0.0003267016,0.00005765327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376422,"about_ca_system_score_gemma":0.0001159797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005239991,"about_ca_topic_score_gemma":0.0005053352,"domain_scores_codex":[0.998476,0.0000598728,0.0002008298,0.0003315393,0.000565194,0.0003665325],"domain_scores_gemma":[0.9993052,0.0001611756,0.00004419842,0.0002610821,0.0001143225,0.000114032],"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":[0.0002059951,0.0000748008,0.0001366069,0.0002660497,0.001820379,0.000103971,0.3806246,0.00001159278,0.00005039352,0.5661055,0.04055855,0.01004153],"study_design_scores_gemma":[0.003384319,0.0002340522,0.0002248536,0.0004753475,0.001347963,0.00001600313,0.1134532,0.01039093,0.00006892994,0.02710251,0.8424208,0.0008811843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036288,0.0143082,0.001248798,0.01633334,0.0007707188,0.0007908585,0.0006769995,0.000402379,0.06183987],"genre_scores_gemma":[0.9860237,0.0006093231,0.0001260019,0.0002753248,0.001140628,0.00002768238,0.00003479516,0.00003302027,0.01172955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018622,"threshold_uncertainty_score":0.9998123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055900479","doi":"10.1177/0957926512443301a","title":"Book review: Paul A. Prior and Julie A. Hengst (eds), <i>Exploring Semiotic Remediation as Discourse Practice</i>","year":2012,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Semiotics; Sociology; Linguistics; Discourse analysis; Media studies; Psychoanalysis; Psychology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02934905036954814,"gpt":0.311934446837192,"spread":0.2825853964676439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098434,0.0004584803,0.0006162368,0.00004364935,0.0009110575,0.0002585349,0.0002476234,0.00007067055,0.002149406],"category_scores_gemma":[0.0004297008,0.0003691491,0.0004349389,0.0001144294,0.0009170891,0.003607871,0.0002169737,0.0004187995,0.0003493638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036569,"about_ca_system_score_gemma":0.00007759347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009271909,"about_ca_topic_score_gemma":0.00006645321,"domain_scores_codex":[0.9972783,0.0001600951,0.0005627144,0.0004865949,0.0007253761,0.0007868689],"domain_scores_gemma":[0.9982284,0.0002796374,0.0004418648,0.0005710614,0.0002195189,0.000259508],"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":[0.00001169286,0.0003456642,0.0001470193,0.0004252402,0.00064022,0.000009018263,0.107605,0.000002059186,0.00001630197,0.009140251,0.8743426,0.007314956],"study_design_scores_gemma":[0.0003230615,0.00004671219,0.00009750114,0.000619249,0.001580537,0.000013126,0.1251897,0.00001554979,0.00003664592,0.00006683211,0.8715215,0.0004896123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01181961,0.9058557,0.00003761822,0.03832776,0.001496876,0.0008324125,0.00008810036,0.0002447731,0.04129717],"genre_scores_gemma":[0.217953,0.6594615,0.0005849362,0.08017762,0.008600587,0.0005313632,0.0003337582,0.0002059472,0.0321513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2463942,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093348859","doi":"10.1177/09579265080190020503","title":"Book review: ANGELA REYES, Language, Identity, and Stereotype among Southeast Asian American Youth. Hillsdale, NJ: Erlbaum, 2007. 183 pp. $57.49","year":2008,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Stereotype (UML); Identity (music); Gender studies; Psychology; Sociology; Linguistics; Social psychology; Art; Philosophy; Aesthetics","retraction":null,"screen_n_in":null,"score":{"opus":0.03600231327861909,"gpt":0.414332397740141,"spread":0.3783300844615219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006016912,0.000234511,0.0003733938,0.00003019942,0.0008482799,0.0001080026,0.0003533033,0.0001093511,0.000901717],"category_scores_gemma":[0.0001793171,0.0002223442,0.0002712409,0.0004466195,0.001921622,0.0005275625,0.00008788821,0.0003431095,0.0001644163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013568,"about_ca_system_score_gemma":0.0004413881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999063,"about_ca_topic_score_gemma":0.003815961,"domain_scores_codex":[0.9979299,0.0002544579,0.0003291915,0.0004045433,0.0005414111,0.0005404595],"domain_scores_gemma":[0.9987869,0.000049749,0.0002714677,0.0003754103,0.0001153635,0.0004010831],"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":[0.000004528144,0.0001258854,0.02431388,0.00008450721,0.00004807313,0.000006774385,0.3286574,1.924474e-7,0.000005078711,0.000276646,0.6409072,0.005569783],"study_design_scores_gemma":[0.0003704868,0.00003797965,0.0613135,0.0003497276,0.000139007,0.000007283876,0.3478333,0.00000870311,0.000007406456,0.00002348754,0.5893751,0.0005340395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6220506,0.280269,0.00002294365,0.01638629,0.001046106,0.001258305,0.0003351167,0.0003347945,0.07829676],"genre_scores_gemma":[0.6234702,0.2842927,0.0004399991,0.02977737,0.002896302,0.00006076402,0.0002036061,0.00009625014,0.05876277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05153213,"threshold_uncertainty_score":0.9873168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572557383","doi":"10.1177/0957926515619086c","title":"Book review: Shi-xu, <i>Chinese Discourse Studies</i>","year":2016,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Discourse analysis; Linguistics; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04113779246491021,"gpt":0.3545028546839871,"spread":0.3133650622190768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000397917,0.0003103869,0.0004585744,0.00001429846,0.0007060129,0.00009106907,0.0001809738,0.0000419871,0.005349396],"category_scores_gemma":[0.00004353452,0.0001604959,0.0004501265,0.00007038195,0.0008973273,0.001086503,0.00008016334,0.0001602104,0.0004244438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004196276,"about_ca_system_score_gemma":0.00004769446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002982199,"about_ca_topic_score_gemma":0.000200618,"domain_scores_codex":[0.9983916,0.00008142018,0.0003928554,0.0003728404,0.0003714789,0.0003897993],"domain_scores_gemma":[0.9987378,0.000344638,0.0002259307,0.00038671,0.0002103575,0.00009461013],"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":[0.00001155373,0.00008456497,0.0001538137,0.0002110068,0.0003589832,0.000003762445,0.0236148,2.266203e-7,0.00001654048,0.004561263,0.960715,0.01026851],"study_design_scores_gemma":[0.0004982839,0.00003731842,0.00007310248,0.0005744123,0.00021603,0.000002094949,0.01509665,0.000001444359,0.000004602089,0.0003155626,0.9828805,0.0002999376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001682421,0.8339488,0.00008651441,0.1250001,0.001293131,0.0004284415,0.0002362275,0.000177711,0.03714661],"genre_scores_gemma":[0.05120352,0.7944059,0.0000851349,0.07260022,0.002928587,0.0001772021,0.00003143598,0.00007723669,0.07849071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05239993,"threshold_uncertainty_score":0.9955599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320163048","doi":"10.1177/0957926512474271d","title":"Book review: Michael Birch, <i>Mediating Mental Health: Contexts, Debates and Analysis</i>","year":2013,"lang":"en","type":"article","venue":"Discourse & Society","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Sociology; Mental health; Psychology; Psychoanalysis; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.01482462520328682,"gpt":0.2733412254090544,"spread":0.2585166002057676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003165963,0.0001345367,0.0003323029,0.00002920557,0.000639972,0.00005784557,0.0001107645,0.00002107895,0.002821944],"category_scores_gemma":[0.00001297498,0.00009843932,0.0001941577,0.0000684761,0.0008394803,0.0004148143,0.00003119452,0.0001176128,0.00007437828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743194,"about_ca_system_score_gemma":0.00005876197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004950116,"about_ca_topic_score_gemma":0.0001192157,"domain_scores_codex":[0.9989391,0.00002918878,0.0002604988,0.0002350634,0.0002425234,0.0002936251],"domain_scores_gemma":[0.9994523,0.00003055835,0.0001386157,0.0001419608,0.00005906068,0.0001774895],"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":[4.363301e-7,0.00002636863,0.0001349112,0.0001067413,0.00007803254,2.40654e-7,0.08490343,1.386314e-7,0.0000754643,0.0002301237,0.9112891,0.003155005],"study_design_scores_gemma":[0.0002095153,0.00004686936,0.000213313,0.0002133874,0.0001269634,0.000001030008,0.03107101,0.0001968041,0.000006896073,0.00001875055,0.9677587,0.0001367213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02441298,0.89584,0.00002833005,0.07475778,0.0004919605,0.0006764724,0.00007322631,0.00008401849,0.003635201],"genre_scores_gemma":[0.07943238,0.2572141,0.0003238279,0.5654539,0.00158706,0.0001136071,0.0004828394,0.00004923979,0.09534312],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.638626,"threshold_uncertainty_score":0.9980896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315322900","doi":"10.1177/0957926514538130","title":"Book review: Melani Schröter, <i>Silence and Concealment in Political Discourse</i>","year":2014,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Silence; Politics; Sociology; Critical discourse analysis; Discourse analysis; Media studies; Political science; Gender studies; Linguistics; Ideology; Aesthetics; Art; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02059810976778719,"gpt":0.3134879247628062,"spread":0.292889814995019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005238996,0.0002964025,0.0004373677,0.0000269967,0.000305571,0.0002361025,0.0004295763,0.00006862071,0.001609619],"category_scores_gemma":[0.00004126374,0.0002358466,0.0001911754,0.00005222911,0.001580966,0.0006105811,0.000187537,0.0003742617,0.00007003298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007784714,"about_ca_system_score_gemma":0.00009601369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00031634,"about_ca_topic_score_gemma":0.0002347648,"domain_scores_codex":[0.998004,0.0001940636,0.0004492891,0.0004039396,0.0003601946,0.0005885576],"domain_scores_gemma":[0.9987242,0.0001612947,0.000146804,0.0007050681,0.00008071793,0.0001819802],"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":[0.000005388496,0.0001767412,0.0003535479,0.0003088379,0.00004324177,0.000003008975,0.02862684,0.000001018751,0.00002392681,0.6815826,0.2876754,0.001199464],"study_design_scores_gemma":[0.0009788194,0.00009381035,0.0005634913,0.00149423,0.0001333753,0.000009696376,0.1509968,0.0001716651,0.00006234955,0.003021811,0.8418348,0.000639159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05058653,0.6467234,0.000177158,0.07499424,0.0006468896,0.001383952,0.0002198185,0.0003259297,0.2249421],"genre_scores_gemma":[0.9106917,0.03512963,0.0001784999,0.04583007,0.0006025193,0.0001691553,0.0001053695,0.00005575054,0.007237349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8601052,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2568099577","doi":"10.1177/0957926516677193d","title":"Book review: Katja Pelsmaekers, Geert Jacobs and Craig Rollo (eds), <i>Trust and Discourse: Organizational Perspectives</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Media studies","retraction":null,"screen_n_in":null,"score":{"opus":0.01196365639991847,"gpt":0.3216363958711842,"spread":0.3096727394712657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007617893,0.0002262253,0.0002988807,0.00002139513,0.003004849,0.0005800597,0.0004590875,0.00009705081,0.0007786553],"category_scores_gemma":[0.0002589688,0.000209971,0.0001499907,0.0001202516,0.00143085,0.0009791404,0.0003764484,0.000236711,0.00003110232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008749626,"about_ca_system_score_gemma":0.0001496109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001442089,"about_ca_topic_score_gemma":0.000214798,"domain_scores_codex":[0.9983448,0.00007697053,0.0002007282,0.00051176,0.0004380962,0.0004276336],"domain_scores_gemma":[0.9989992,0.00004778998,0.0001952638,0.0003936974,0.0001586165,0.0002054783],"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":[0.00000661654,0.0001255554,0.03724956,0.0002603839,0.0001460824,0.000005441489,0.05836961,3.968921e-7,0.00003024092,0.02685073,0.8688312,0.008124252],"study_design_scores_gemma":[0.0007298691,0.00001906961,0.02574964,0.0004633165,0.0002956887,0.000001713184,0.05339589,0.000154752,0.00000749595,0.00077252,0.9178444,0.0005656829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02137303,0.8008259,0.0002893752,0.06386417,0.0007823677,0.001239431,0.00005758067,0.000195521,0.1113726],"genre_scores_gemma":[0.3957613,0.5182675,0.0002952007,0.005294784,0.002047255,0.00005563959,0.00005309358,0.00008191889,0.07814343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3743882,"threshold_uncertainty_score":0.9982931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2535524000","doi":"10.1177/0957926516665559a","title":"Book review: Bronwen Thomas and Julia Round (eds), <i>Real Lives, Celebrity Stories: Narratives of Ordinary and Extraordinary People Across Media</i>","year":2016,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Sociology; Art; Media studies; Gender studies; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.01850218878250481,"gpt":0.3343431993620237,"spread":0.3158410105795189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183235,0.0002623659,0.0005410891,0.00001230219,0.0007000611,0.00005065732,0.0002603934,0.0001703545,0.0001563195],"category_scores_gemma":[0.0001319181,0.0001941482,0.0002057087,0.0001908311,0.002093812,0.0007099819,0.0001757728,0.0001804979,0.000004256305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007900006,"about_ca_system_score_gemma":0.0003852239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007677035,"about_ca_topic_score_gemma":0.001614734,"domain_scores_codex":[0.9977672,0.0002742602,0.0003417506,0.0004925416,0.0005302951,0.0005939303],"domain_scores_gemma":[0.9986289,0.0003619756,0.0002374586,0.0002858143,0.0001329027,0.0003529361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000220763,0.0001269637,0.01184243,0.0003043882,0.00007574587,0.000005555074,0.6520965,1.791208e-8,0.0007065916,0.0003481348,0.3284058,0.006065765],"study_design_scores_gemma":[0.0008375071,0.0001554792,0.02304282,0.0006361387,0.0001147864,0.000009278493,0.5793492,5.544929e-7,0.0001041291,0.0005761705,0.3947397,0.000434273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5855086,0.3992136,0.0000560822,0.009294209,0.0006069851,0.0006351107,0.0002502305,0.0000842267,0.004350909],"genre_scores_gemma":[0.4531652,0.5366052,0.0003057936,0.001248864,0.0005477445,0.00005259826,0.00001970325,0.00002967219,0.008025241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1373916,"threshold_uncertainty_score":0.7917133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2536521342","doi":"10.1177/0957926516665559e","title":"Book review: Luke Collins, <i>Language, Corpus and Empowerment: Applications to Deaf Education, Healthcare and Online Resources</i>","year":2016,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Empowerment; Health care; Sociology; Psychology; Linguistics; Pedagogy; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01445443175251673,"gpt":0.3774737158218656,"spread":0.3630192840693489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633175,0.0001438713,0.0001826847,0.00002323653,0.0002257649,0.00002582226,0.0001776712,0.00008440089,0.0001702048],"category_scores_gemma":[0.00001861479,0.0001124582,0.00006225524,0.0001572921,0.0001321211,0.00008035293,0.0001037543,0.0001280029,0.00005715872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006177803,"about_ca_system_score_gemma":0.0001004413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380811,"about_ca_topic_score_gemma":0.00004531876,"domain_scores_codex":[0.998913,0.0001123844,0.0002636486,0.0003389617,0.000129876,0.0002420628],"domain_scores_gemma":[0.9988871,0.00008601509,0.0001066211,0.0006211055,0.00007691307,0.0002222987],"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":[0.00001808443,0.0004734802,0.008383815,0.0002022383,0.00005051019,3.823907e-7,0.01485743,2.526471e-8,0.0002437062,0.0009237817,0.8214368,0.1534098],"study_design_scores_gemma":[0.0004262297,0.00008058899,0.03452014,0.0006536338,0.00005142597,0.00001128149,0.006105223,9.707618e-7,0.00001061803,0.00005234479,0.9579117,0.0001758252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.229799,0.6054098,0.0005368562,0.1605676,0.0001638803,0.002061811,0.0001957194,0.0001361354,0.001129212],"genre_scores_gemma":[0.4057719,0.2327749,0.00206504,0.2827284,0.0008150715,0.002938743,0.0004928969,0.0001278132,0.07228532],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3726349,"threshold_uncertainty_score":0.4585914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2578814354","doi":"10.1177/0957926515591689e","title":"Book review: Jodie Clark, <i>Language, Sex and Social Structure: Analyzing Discourses of Sexuality</i>","year":2015,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Human sexuality; Sociology; Gender studies","retraction":null,"screen_n_in":null,"score":{"opus":0.03837061123076201,"gpt":0.3351998544176568,"spread":0.2968292431868948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000571144,0.0003421119,0.0006220074,0.00003800719,0.0004346087,0.0002283894,0.0004620944,0.0000987384,0.0009837735],"category_scores_gemma":[0.00003982956,0.0002743872,0.0002899137,0.00008480257,0.001556584,0.0007231309,0.0002330515,0.0003702217,0.000009410231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005584589,"about_ca_system_score_gemma":0.000218837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050433,"about_ca_topic_score_gemma":0.000368764,"domain_scores_codex":[0.9979501,0.0002384169,0.0005492731,0.0003647306,0.0005092247,0.0003882706],"domain_scores_gemma":[0.9984938,0.00009089387,0.0004245801,0.0006245841,0.0002351853,0.0001309724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001059475,0.0001275659,0.0001933242,0.0005557584,0.0002548907,0.000003236861,0.2897677,0.000002660671,0.0001523661,0.02901652,0.6785337,0.001381709],"study_design_scores_gemma":[0.0008531078,0.00006697216,0.000150802,0.000314963,0.0004869436,0.000007938363,0.5663706,0.0000346538,0.0002674494,0.001096471,0.4297427,0.0006074207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.145882,0.7906199,0.00009619063,0.02430132,0.0006009056,0.00101257,0.001333055,0.0003061223,0.03584794],"genre_scores_gemma":[0.9656588,0.007647237,0.0002787244,0.01132948,0.001257421,0.00004223246,0.0004901367,0.00008485447,0.01321108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8197768,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762559881","doi":"10.1177/0957926517721078d","title":"Book review: Jennifer Andrus, <i>Entextualizing Domestic Violence: Language Ideology and Violence against Women in the Anglo-American Hearsay Principle</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Hearsay; Ideology; Domestic violence; Sociology; Political science; Law; Politics; Poison control; Suicide prevention; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01586810146572064,"gpt":0.3818926341935864,"spread":0.3660245327278657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530821,0.0001315517,0.0002363821,0.00001464235,0.0008911494,0.000149422,0.0004620747,0.00005676276,0.00004276082],"category_scores_gemma":[0.0002374201,0.00009534465,0.00009999633,0.0001030977,0.001502249,0.0002284926,0.0001177598,0.0002100442,0.00000776789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100639,"about_ca_system_score_gemma":0.0001558871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084473,"about_ca_topic_score_gemma":0.0002411464,"domain_scores_codex":[0.9982714,0.0002918662,0.0002165972,0.0002983329,0.0003396877,0.0005821311],"domain_scores_gemma":[0.9990677,0.000113491,0.000213295,0.0004340008,0.00003680838,0.0001346605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001651337,0.0004325807,0.1563407,0.0006407323,0.0001172905,0.0001509811,0.6939974,0.00002513747,0.0004825695,0.01486304,0.05989761,0.07303549],"study_design_scores_gemma":[0.00123845,0.0001217957,0.2924558,0.00211157,0.000103714,0.00001822618,0.5753872,0.0002383484,0.00005171625,0.003789741,0.1236583,0.0008251866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188161,0.06699351,0.00001928877,0.009556367,0.0001616375,0.0005133443,0.00001565941,0.00002565937,0.003898392],"genre_scores_gemma":[0.8943925,0.08966759,0.00003908931,0.01527854,0.0001448018,0.00006266462,0.000007030015,0.000009089506,0.0003987183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361151,"threshold_uncertainty_score":0.6854091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569276352","doi":"10.1177/0957926516677193b","title":"Book review: Chantal Claudel, Patricia von Münchow, Michele Pordeus Ribeiro, Frédéric Pugnière-Saavedra and Geneviève Tréguer-Felten (eds), <i>Cultures, discours, langues. Nouveaux abordages</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0116522470224062,"gpt":0.328331949942811,"spread":0.3166797029204048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008771345,0.0005566721,0.0008448809,0.00002065209,0.004930019,0.0004961926,0.0009538225,0.0003677166,0.0002217093],"category_scores_gemma":[0.0005845024,0.0004221313,0.0006179236,0.0001736552,0.001757816,0.0006388707,0.0004239012,0.0005865753,0.00006305498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266672,"about_ca_system_score_gemma":0.0002323273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00640157,"about_ca_topic_score_gemma":0.001356555,"domain_scores_codex":[0.9964694,0.0001906002,0.0005117338,0.0008228028,0.0009558525,0.001049609],"domain_scores_gemma":[0.9978782,0.0001070044,0.0006005879,0.0006708651,0.0003340962,0.000409243],"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":[0.00001599679,0.0001681009,0.002700025,0.0001924095,0.0002831609,0.00003599944,0.03613362,4.814847e-7,0.0000782753,0.001768979,0.9557281,0.002894904],"study_design_scores_gemma":[0.0009626595,0.00005576767,0.005192123,0.000437182,0.0004792925,0.000004507501,0.02841062,0.0000155212,0.00002940605,0.0004115452,0.9631979,0.0008035141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02618249,0.9134294,0.00003686409,0.03723239,0.00145456,0.001597344,0.0004558425,0.0002641974,0.01934696],"genre_scores_gemma":[0.1679589,0.7854797,0.0004066211,0.01276195,0.004135446,0.000158071,0.000265136,0.00008329195,0.0287509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1417764,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2777861043","doi":"10.1177/0957926517745928d","title":"Book review: Nuria Lorenzo-Dus and Pilar Garcės-Conejos Blitvich (eds), <i>Real Talk: Reality Television and Discourse Analysis in Action</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Action (physics); Reality television; Sociology; Media studies; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.03705262729116258,"gpt":0.4003260799937589,"spread":0.3632734527025963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001835343,0.0002124732,0.0005286863,0.0000380004,0.002064632,0.0002340976,0.0004748655,0.0001412446,0.0001442511],"category_scores_gemma":[0.0001539772,0.000183359,0.0002503603,0.0002924189,0.001466916,0.0006752544,0.0003139941,0.0003097444,0.000004258902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106538,"about_ca_system_score_gemma":0.0001096148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009931214,"about_ca_topic_score_gemma":0.01327249,"domain_scores_codex":[0.9979507,0.0003336677,0.0003690523,0.0004588418,0.000475302,0.0004124305],"domain_scores_gemma":[0.998232,0.0001480025,0.0003782139,0.0009379355,0.0001035668,0.0002002802],"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":[0.00009826721,0.0008936704,0.2436093,0.0008075932,0.001661487,0.00001802794,0.1000932,0.000006576302,0.0002019527,0.007754853,0.491204,0.153651],"study_design_scores_gemma":[0.001522771,0.000078665,0.4456598,0.0007967194,0.002135871,0.000001921616,0.05875546,0.0005849875,0.00003042546,0.0009282469,0.488611,0.0008941538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5645828,0.2970729,0.00008920838,0.1236833,0.0004217201,0.001514717,0.0001086737,0.00010637,0.01242028],"genre_scores_gemma":[0.4375974,0.5598446,0.00006881626,0.001257426,0.0001681685,0.00004306099,0.00003878753,0.00001050879,0.0009712221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2627717,"threshold_uncertainty_score":0.9992346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767222528","doi":"10.1177/0957926517703452d","title":"Book review: Arran Stibbe, <i>Ecolinguistics: Language, Ecology and the Stories We Live By</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Sociology; Ecology; Linguistics; Anthropology; Philosophy; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01245917132180798,"gpt":0.3311195250191036,"spread":0.3186603536972957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006094952,0.0002155194,0.000389004,0.000007966352,0.0007332154,0.0001037878,0.0003771128,0.0001419008,0.001796144],"category_scores_gemma":[0.000288717,0.0001432254,0.0002421956,0.0000306057,0.001108312,0.0001020363,0.00009673881,0.0003345351,0.0001877402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556955,"about_ca_system_score_gemma":0.00004005812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003822446,"about_ca_topic_score_gemma":0.000152317,"domain_scores_codex":[0.998657,0.0002225857,0.0002373488,0.00036393,0.000167444,0.0003516635],"domain_scores_gemma":[0.998548,0.0002316803,0.000293434,0.0007524251,0.00008950953,0.00008492601],"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":[0.00004656804,0.00008908162,0.0002973534,0.0001206657,0.0002197201,0.00001962998,0.05710857,3.863858e-8,0.00003018908,0.002415954,0.9368236,0.002828614],"study_design_scores_gemma":[0.004734718,0.0001319252,0.004390948,0.0003758806,0.001118573,0.00004208884,0.1150618,0.00001698538,0.00008802783,0.001610432,0.8718213,0.0006073696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03250476,0.9117258,0.0001548412,0.01737527,0.002364971,0.001086916,0.000301462,0.0001099624,0.03437608],"genre_scores_gemma":[0.5772405,0.2399276,0.0002253785,0.1006105,0.003051759,0.0006529855,0.0002480018,0.0001179768,0.07792539],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6717982,"threshold_uncertainty_score":0.9991164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767868894","doi":"10.1177/0957926517703452c","title":"Book review: Rainer Schulze and Hanna Pishwa (eds), <i>The Exercise of Power in Communication</i>","year":2017,"lang":"en","type":"article","venue":"Discourse & Society","topic":"Social and Educational Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Schulze method; Power (physics); Philosophy; Physics; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.01890463026808045,"gpt":0.3651436327386874,"spread":0.346239002470607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001646248,0.00007628473,0.0001652903,0.000007603857,0.001697102,0.0001139768,0.000775811,0.00005712663,0.0003084531],"category_scores_gemma":[0.0002899532,0.00005380323,0.0001138966,0.0001362195,0.002547971,0.0004761464,0.000119529,0.0001284096,0.00000738906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256345,"about_ca_system_score_gemma":0.0002617447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018844,"about_ca_topic_score_gemma":0.0007846419,"domain_scores_codex":[0.9989895,0.0001095768,0.0001816949,0.0001499307,0.0003556286,0.0002136797],"domain_scores_gemma":[0.9990991,0.0001170659,0.0002089824,0.0004016857,0.00009990562,0.00007323155],"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":[0.000001975897,0.00007218124,0.009769344,0.00002714216,0.000007777874,1.226245e-7,0.05623302,2.809864e-7,0.000009696611,0.004320363,0.9265829,0.002975229],"study_design_scores_gemma":[0.0001875041,0.000008377928,0.0978604,0.000611771,0.00003051437,2.353018e-7,0.04778602,0.000007012022,0.00001370305,0.003536235,0.8497922,0.0001659834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09030491,0.4881284,0.000002726173,0.3787548,0.0004672035,0.0008387355,0.00002308214,0.00002815308,0.04145199],"genre_scores_gemma":[0.6420116,0.3372962,0.0001620225,0.01122792,0.0001518272,0.00008125332,0.000006175339,0.000008283853,0.009054644],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5517067,"threshold_uncertainty_score":0.9996026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242396100","doi":"10.1177/0957926502013004456","title":"Book reviews","year":2002,"lang":"en","type":"article","venue":"Discourse & Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04334979795225431,"gpt":0.3202550127928586,"spread":0.2769052148406043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000393026,0.0002218859,0.0002985637,0.00001128283,0.0001758847,0.00004945762,0.0002636776,0.00008309524,0.0106947],"category_scores_gemma":[0.00003683518,0.0001837006,0.0006417889,0.0002576212,0.0002310902,0.0003578017,0.00006160236,0.0002408772,0.04305312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284253,"about_ca_system_score_gemma":0.00001276007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008749093,"about_ca_topic_score_gemma":0.000003340042,"domain_scores_codex":[0.9985422,0.00008224574,0.0002791086,0.0003386221,0.0003024195,0.0004553972],"domain_scores_gemma":[0.9990712,0.00002128641,0.0001371757,0.0005890069,0.00003374621,0.0001475603],"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":[8.574827e-7,0.000132966,0.0001956244,0.00001825231,0.00002866103,0.000002097556,0.003882286,0.00000206723,0.0008786417,0.0002102461,0.9924397,0.002208621],"study_design_scores_gemma":[0.000320084,0.00001432823,0.0003214157,0.00004500532,0.00006056145,0.00000489839,0.0008032853,0.0007137482,0.0001321713,0.0000384855,0.9972941,0.0002519609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03101792,0.7902429,0.0003414352,0.01014219,0.0008135262,0.002125565,0.0002579283,0.001328561,0.1637299],"genre_scores_gemma":[0.2677974,0.1418412,0.009306808,0.0817713,0.004127507,0.0008595985,0.0002757751,0.001132839,0.4928876],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6484018,"threshold_uncertainty_score":0.9902096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248258715","doi":"10.1177/0957926500011002008","title":"Book Reviews","year":2000,"lang":"en","type":"article","venue":"Discourse & Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0203945869788408,"gpt":0.3254085900547471,"spread":0.3050140030759063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004757108,0.0002211224,0.0002980812,0.000007768178,0.0001762808,0.0000486187,0.0002643846,0.00008220003,0.02868275],"category_scores_gemma":[0.00001268234,0.0001822938,0.00063357,0.0002393112,0.0002341836,0.000356047,0.00002733162,0.0002256848,0.05299451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153532,"about_ca_system_score_gemma":0.00005316887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002237615,"about_ca_topic_score_gemma":0.000005073942,"domain_scores_codex":[0.9985496,0.00008820913,0.0002811721,0.0003456489,0.0002834167,0.0004519243],"domain_scores_gemma":[0.9991555,0.00001668249,0.00008046519,0.0005788166,0.0000235145,0.0001450139],"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":[0.000004980373,0.00009993588,0.0001303256,0.00001414246,0.00002792778,0.00000183506,0.002606278,0.000007877771,0.0005616845,0.0001022346,0.9839825,0.01246029],"study_design_scores_gemma":[0.0003236825,0.00001381636,0.0008293464,0.00004770535,0.00005863616,0.00000464664,0.0004977681,0.0001202505,0.0001346302,0.0000678916,0.9976578,0.0002437863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2489967,0.4143162,0.0001092126,0.00740006,0.0004982451,0.002719206,0.0004139195,0.001633884,0.3239126],"genre_scores_gemma":[0.110689,0.1120842,0.006437052,0.07304713,0.003137851,0.0006865205,0.0005605078,0.0008816008,0.692476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3685635,"threshold_uncertainty_score":0.9722052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}