{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"955643d43ee3","filters":{"venue":"Gragoatá"}},"results":[{"id":"W3129404529","doi":"10.22409/gragoata.v26i54.46376","title":"L’essor d’une norme endogène au Québec : l’exemple du dictionnaire Usito","year":2021,"lang":"fr","type":"article","venue":"Gragoatá","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Hélène Cajolet-Laganière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02289044097999318,"gpt":0.2409909155217755,"spread":0.2181004745417824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001798592,0.0003537331,0.0004809441,0.0001176784,0.001814036,0.0006780323,0.0002396689,0.0001343135,0.00992767],"category_scores_gemma":[0.0002446905,0.0003521516,0.0004972173,0.0001995162,0.0004623478,0.0003276776,0.0001683398,0.0002706843,0.0007953451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003319023,"about_ca_system_score_gemma":0.001318555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5609043,"about_ca_topic_score_gemma":0.6966951,"domain_scores_codex":[0.9978275,0.00009111923,0.0005212489,0.0005250408,0.0003824541,0.0006526241],"domain_scores_gemma":[0.998275,0.0001199269,0.0001775272,0.0005760806,0.0005839319,0.0002675508],"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":[0.0000197519,0.000653555,0.01023284,0.0001642876,0.000596634,0.0008043621,0.01917148,0.00008561807,0.00004672537,0.9233848,0.04112883,0.003711086],"study_design_scores_gemma":[0.0005139399,0.00006618652,0.002648421,0.0001258233,0.0008498366,0.00004820983,0.007843342,0.0004193779,0.0002138214,0.003183056,0.9836406,0.0004473556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1267995,0.02102073,0.0003429119,0.0531613,0.009491901,0.0001871402,0.0008046558,0.0001459416,0.7880459],"genre_scores_gemma":[0.7813407,0.0008860694,0.00004036992,0.0006544697,0.01241697,0.0000185823,0.0001702605,0.00004640745,0.2044261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9425118,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129984756","doi":"10.22409/gragoata.v26i54.46918","title":"Migration in the Context of a Multination State: Language Policies, Division and Intolerance in South Tyrol","year":2021,"lang":"en","type":"article","venue":"Gragoatá","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Xenophobia; Declaration; Legitimation; Context (archaeology); Corporate governance; Racism; State (computer science); Political science; Sociology; Accommodation; Gender studies; Psychology; Geography; Law","authors":[{"name":"Luana Franco Rocha","is_ca":false},{"name":"Debora Amaral Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0345306357682513,"gpt":0.4104497294951991,"spread":0.3759190937269478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004507024,0.00003830101,0.00006835409,0.00006697561,0.00005596746,0.0000383015,0.00006723198,0.00003088717,0.00001610171],"category_scores_gemma":[0.0004829981,0.0000314729,0.00001304929,0.0003299367,0.0000642975,0.0001063807,0.00001035988,0.00006765106,0.000002009048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002503857,"about_ca_system_score_gemma":0.0001171623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03131245,"about_ca_topic_score_gemma":0.1127453,"domain_scores_codex":[0.9993129,0.0002308456,0.0001394181,0.0000847904,0.0001332534,0.0000988122],"domain_scores_gemma":[0.9996873,0.0001109497,0.00005416276,0.00007638014,0.00005030841,0.00002095181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004209659,0.00004769435,0.05005653,0.000008629232,7.011637e-7,0.000001159865,0.9063625,0.00000551534,0.0005662405,0.004216273,0.00003023557,0.03870026],"study_design_scores_gemma":[0.0006431566,0.00001569319,0.5619267,0.00005673278,0.00000224774,4.796217e-7,0.4209729,0.0005234077,0.001949571,0.0003545028,0.01345993,0.00009467996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957799,0.000303647,0.00001598843,0.00240206,0.00005386085,0.0001580622,0.000007459048,0.00000550083,0.001273562],"genre_scores_gemma":[0.9989258,0.00007369753,0.00004086455,0.0005334731,0.00003140642,0.00001143245,0.00000917479,0.00000217271,0.0003719744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5118702,"threshold_uncertainty_score":0.9751381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899727578","doi":"10.22409/gragoata.v23i46.33593","title":"A vitalidade identitária de contornos entonacionais característicos do falar manezinho","year":2018,"lang":"en","type":"article","venue":"Gragoatá","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Izabel Christine Seara","is_ca":false},{"name":"Juan Manuel Sosa","is_ca":true},{"name":"Roberta Pires de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02355243235149837,"gpt":0.3639257837776417,"spread":0.3403733514261433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004481103,0.0001889559,0.000238613,0.0001741881,0.0001712767,0.0001353259,0.0005228845,0.0002635109,0.00582686],"category_scores_gemma":[0.0001031656,0.0001866526,0.000109501,0.0002157288,0.0003307217,0.0001217808,0.0001423937,0.000335804,0.005561017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006802253,"about_ca_system_score_gemma":0.00007094503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006169127,"about_ca_topic_score_gemma":0.0001677067,"domain_scores_codex":[0.9980438,0.0002239904,0.0002673576,0.0004576891,0.0002435363,0.0007636369],"domain_scores_gemma":[0.9987378,0.0001361521,0.00007629818,0.0006601386,0.0001499108,0.0002396796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001347581,0.001688171,0.2345671,0.0000942042,0.001390784,0.00166968,0.06215464,9.533856e-7,0.2628237,0.1551498,0.2578732,0.02124021],"study_design_scores_gemma":[0.002150687,0.0006845021,0.80699,0.00003559123,0.00007554635,0.0003729553,0.0007194307,0.00003332026,0.008066233,0.01264942,0.1676963,0.0005261106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696258,0.0004786574,0.0005342896,0.0005451257,0.001554627,0.0002761721,0.00006934971,0.00008855773,0.02682744],"genre_scores_gemma":[0.9913713,0.0000292688,0.0001096132,0.0006370377,0.0006662956,0.00008982854,0.000024482,0.00003592667,0.007036269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5724229,"threshold_uncertainty_score":0.9952133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595032189","doi":"10.22409/gragoata.v18i35.32952","title":"A alteridade ameríndia na ficção contemporânea das Américas: Brasil, Argentina, Quebec","year":2013,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; Political science; Geography; Humanities","authors":[{"name":"Eloína Prati dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03713958456189419,"gpt":0.2571014387549177,"spread":0.2199618541930235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001986377,0.0008437312,0.001003093,0.0002206802,0.001259565,0.002168783,0.0005965512,0.0001892107,0.01183879],"category_scores_gemma":[0.00008999373,0.0006796493,0.0005649243,0.0001689452,0.00084469,0.002052861,0.0002770121,0.0005564893,0.005129952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044064,"about_ca_system_score_gemma":0.0001075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03147714,"about_ca_topic_score_gemma":0.0181503,"domain_scores_codex":[0.9961426,0.0002131882,0.001014639,0.0008935426,0.0005467468,0.001189337],"domain_scores_gemma":[0.9978009,0.0002113941,0.0004488398,0.0007448337,0.0003665621,0.000427474],"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":[0.00006421877,0.0004731743,0.005492792,0.0004227522,0.0006805565,0.0001204997,0.2641874,5.754627e-7,0.0002426586,0.02113965,0.6978818,0.009293981],"study_design_scores_gemma":[0.00104263,0.0002875195,0.01467284,0.0002984565,0.0001713064,0.00002242514,0.07310473,0.00008202034,0.000105413,0.0002753569,0.9089013,0.001035966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169043,0.01780818,0.00002813202,0.005410441,0.006566455,0.001768288,0.0006653103,0.0003857903,0.05046313],"genre_scores_gemma":[0.7226905,0.0006386249,0.00001770033,0.001948779,0.002197762,0.0001964202,0.0002592204,0.00006902751,0.271982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215188,"threshold_uncertainty_score":0.9997659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022887388","doi":"10.22409/gragoata.v25i51.39899","title":"L’écriture cyborg: un bricolage (im)possible? Le (dés)astre: une genèse pour l’écriture? Un dialogue discursif entre Maurice Blanchot et Réjean Ducharme","year":2020,"lang":"fr","type":"article","venue":"Gragoatá","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Arnaldo Rosa Vianna Neto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02338232482541196,"gpt":0.2451941456306966,"spread":0.2218118208052847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000403344,0.001065021,0.00115869,0.0002333527,0.001536396,0.002010113,0.001005319,0.0004694155,0.006434625],"category_scores_gemma":[0.0003534727,0.001001405,0.0009256749,0.0006032602,0.000705084,0.0008006602,0.0003980304,0.001057057,0.0009303964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030474,"about_ca_system_score_gemma":0.0005197605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537679,"about_ca_topic_score_gemma":0.002092892,"domain_scores_codex":[0.9948488,0.0004106672,0.001047595,0.001377188,0.0008831486,0.001432616],"domain_scores_gemma":[0.9968731,0.0002311288,0.0004709564,0.0008948122,0.0005371722,0.0009927809],"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":[0.0001424417,0.001552909,0.001224446,0.0004406728,0.0011045,0.001401824,0.0470073,0.0002005224,0.000444504,0.8469467,0.09742442,0.002109829],"study_design_scores_gemma":[0.003141965,0.0003597969,0.001642808,0.0002886937,0.002586844,0.00004459231,0.02972395,0.001335551,0.0009993276,0.02802934,0.9298304,0.002016725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1167234,0.05215348,0.00214378,0.390411,0.00839515,0.001741281,0.01280396,0.0007579518,0.41487],"genre_scores_gemma":[0.9371076,0.003311084,0.000370457,0.008336553,0.01308382,0.00003798429,0.001443814,0.0001933294,0.03611538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.832406,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737797987","doi":"10.22409/gragoata.v9i17.33318","title":"Trânsitos e lugares da extraterritorialidade na poética das migrações","year":2005,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Maria Bernadette Porto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07258650356193344,"gpt":0.343584007380271,"spread":0.2709975038183375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005033296,0.0003962439,0.0003961783,0.0002663784,0.001002334,0.003584891,0.0005982634,0.0001897688,0.00735228],"category_scores_gemma":[0.000384835,0.000363029,0.0002253691,0.0001104062,0.0003678607,0.0003440853,0.0001417124,0.0004769744,0.001968293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563628,"about_ca_system_score_gemma":0.0004653023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902516,"about_ca_topic_score_gemma":0.001058871,"domain_scores_codex":[0.9968956,0.0001479625,0.0006278754,0.0005716074,0.0008681161,0.0008888914],"domain_scores_gemma":[0.9980456,0.0001980609,0.0001490553,0.0005453491,0.0006686977,0.000393296],"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":[0.00007625925,0.000656347,0.0006747763,0.0001773117,0.0001816757,0.00002510359,0.04811265,0.00001508496,0.0002346507,0.3904608,0.5565708,0.002814493],"study_design_scores_gemma":[0.0004775721,0.0001462677,0.0003170187,0.00009955973,0.00007077498,0.00000582974,0.006820026,0.0002948105,0.0005661646,0.00152731,0.9891948,0.0004798906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4288061,0.009092886,0.00008321528,0.03027643,0.05518747,0.00181825,0.001631948,0.0005486386,0.4725551],"genre_scores_gemma":[0.8374303,0.0001597373,0.00007388046,0.0005724041,0.03502833,0.00004206799,0.00009741542,0.0000612947,0.1265346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.432624,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735094842","doi":"10.22409/gragoata.v22i42.33461","title":"Ethnicity in motion: constructing &lt;i&gt;brasilidade&lt;/i&gt; by giving former migrants autochthonous status","year":2017,"lang":"en","type":"article","venue":"Gragoatá","topic":"Migration, Racism, and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Perspective (graphical); Postmodernism; Diversity (politics); Sociology; Gender studies; Government (linguistics); Motion (physics); Linguistics; Ethnology; Anthropology; Art; Literature; Philosophy; Visual arts; Computer science","authors":[{"name":"Konstanze Jungbluth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02856693896680356,"gpt":0.3054603837603181,"spread":0.2768934447935145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001084206,0.0002423713,0.0003466446,0.0001439216,0.00295136,0.0006231922,0.0006276427,0.0002501633,0.0005405261],"category_scores_gemma":[0.0005102681,0.0002349375,0.0001301181,0.0001536702,0.0005195637,0.001547058,0.00007980892,0.0002817868,0.00007735047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964054,"about_ca_system_score_gemma":0.0002261208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028092,"about_ca_topic_score_gemma":0.3446698,"domain_scores_codex":[0.997296,0.0002483557,0.0004826699,0.0005031368,0.0005967501,0.0008731193],"domain_scores_gemma":[0.9985,0.0001487354,0.0004109216,0.0005434735,0.0001286877,0.0002681669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007534803,0.0004486228,0.151935,0.0001461892,0.0000988445,0.00008027267,0.6095783,0.00003069167,0.01177374,0.1526691,0.01403995,0.05912391],"study_design_scores_gemma":[0.00336458,0.0001629898,0.6819136,0.0004121751,0.00009436732,0.00001841953,0.03026747,0.0005448566,0.002205127,0.04637717,0.2326164,0.002022938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700276,0.0004555833,0.000482691,0.0002059075,0.0007543448,0.0004359065,0.00005931138,0.0001359542,0.02744266],"genre_scores_gemma":[0.9932487,0.0001852718,0.0004457138,0.00007697874,0.0003750449,0.00002588016,0.00002312296,0.00002242368,0.005596869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5793109,"threshold_uncertainty_score":0.9983467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237241860","doi":"10.22409/gragoata.v24i50.40544","title":"Sobre esta edição","year":2020,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Sociology and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade Federal do Rio de Janeiro; Université de Poitiers; Université de Paris; Universidade Federal de Minas Gerais; Universidade do Porto; Universidade Estadual de Campinas; Université de Montréal; Universidade Federal do Rio Grande do Sul; Concordia University; Universiteit van Amsterdam","keywords":"Computer science","authors":[{"name":"Equipe Editorial","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1075381794795926,"gpt":0.3673905748641024,"spread":0.2598523953845098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003801142,0.0001560476,0.0002133186,0.00002741612,0.0008856439,0.0000928961,0.000525355,0.0003519402,0.003211931],"category_scores_gemma":[0.0006726449,0.0001651541,0.000131105,0.0005043682,0.0005850212,0.0002990752,0.00008468153,0.0003829031,0.004031035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000524383,"about_ca_system_score_gemma":0.0004508345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028074,"about_ca_topic_score_gemma":0.00006893397,"domain_scores_codex":[0.9983457,0.0002968088,0.0002417704,0.000381467,0.0002616827,0.0004725513],"domain_scores_gemma":[0.9989667,0.0002421052,0.0001162825,0.0001911841,0.00008777134,0.0003959487],"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":[0.00001822647,0.00006557137,0.03896262,0.00002852386,0.00004714616,0.000006706407,0.2456186,0.000003919521,0.0000319611,0.0294994,0.6830083,0.002709044],"study_design_scores_gemma":[0.0003054594,0.00009484081,0.03272871,0.00001934301,0.00006204512,0.000001393915,0.1157357,0.00003963323,0.0000314811,0.004614497,0.8460222,0.0003445963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2764072,0.001954223,0.0004141292,0.5497156,0.01593778,0.0005486424,0.00006029935,0.0004395162,0.1545226],"genre_scores_gemma":[0.9625247,0.0005641319,0.00005076249,0.01246057,0.004043106,0.00001944247,0.00001793853,0.00001791104,0.02030146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6861175,"threshold_uncertainty_score":0.9976993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2552205132","doi":"10.22409/gragoata.v17i33.33012","title":"Le Québec et la laïcité en 2012","year":2012,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Bernard Andrès","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118414651907352,"gpt":0.4081920425020637,"spread":0.2897773905947117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001402604,0.0002811967,0.000279361,0.00007384049,0.0005240736,0.0002356927,0.0004453413,0.0003524905,0.0007343046],"category_scores_gemma":[0.0003776893,0.0002637912,0.0001929087,0.0001909058,0.0005270574,0.001823489,0.0001245161,0.0003336912,0.001351008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969673,"about_ca_system_score_gemma":0.001982679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2189441,"about_ca_topic_score_gemma":0.2511629,"domain_scores_codex":[0.9966653,0.001130357,0.0003723877,0.0003136436,0.0005400148,0.0009783179],"domain_scores_gemma":[0.9984239,0.0003875233,0.0001754167,0.0003676578,0.0001529518,0.0004925628],"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":[0.00000665126,0.000303923,0.05387794,0.00003262741,0.00008118641,0.000002677455,0.3468356,0.000007688629,0.0001901879,0.4595751,0.1386138,0.0004725774],"study_design_scores_gemma":[0.0002838187,0.00001301138,0.112309,0.00001783311,0.0000515077,0.000006013779,0.03396321,0.00001077394,0.0001720283,0.00007009204,0.8527645,0.0003382493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6705899,0.004713378,0.0003073663,0.06803884,0.004118889,0.0009318356,0.0001733862,0.000367284,0.2507591],"genre_scores_gemma":[0.7730874,0.0001656798,0.00007610959,0.005453014,0.001208887,0.0000167176,0.00002968522,0.00003211918,0.2199304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7141507,"threshold_uncertainty_score":0.9999814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598323807","doi":"10.22409/gragoata.v16i31.33064","title":"Diálogos e \"Tombeaux\": H. de Campos, N. Perlongher e S. Sarduy","year":2011,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Literature, Culture, and Criticism","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":"Intertek (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Antonio Andrade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04630471212056501,"gpt":0.2317554266077171,"spread":0.1854507144871521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002963832,0.0006124424,0.0005435375,0.0001413819,0.0008030208,0.0009850902,0.000621501,0.0004017424,0.01356339],"category_scores_gemma":[0.00004035763,0.0005081977,0.0004395208,0.0000962662,0.0004855201,0.0008680411,0.0001259073,0.0007225128,0.001233017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009040086,"about_ca_system_score_gemma":0.0001310026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063518,"about_ca_topic_score_gemma":0.000726971,"domain_scores_codex":[0.9970716,0.0001842089,0.0005490444,0.0006637003,0.0003983945,0.001133095],"domain_scores_gemma":[0.9983969,0.00004727298,0.0001486834,0.0007285905,0.0002821898,0.0003963824],"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":[0.0000852196,0.0004599009,0.001398496,0.0002095628,0.0002068426,0.0002767277,0.2723745,2.10236e-7,0.000107469,0.6128213,0.1113249,0.000734834],"study_design_scores_gemma":[0.0009190534,0.0003211742,0.002892702,0.000206326,0.0003700863,0.00008773779,0.02049564,0.00001582629,0.0006611572,0.009784418,0.9632754,0.0009705342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1725398,0.01714372,0.0000939973,0.0006139571,0.006363325,0.0007710747,0.0007531372,0.0004349463,0.801286],"genre_scores_gemma":[0.7777858,0.0002335802,0.0001024408,0.003260591,0.002313957,0.00004824939,0.0000917044,0.00008909073,0.2160745],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8519505,"threshold_uncertainty_score":0.999737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2597223770","doi":"10.22409/gragoata.v18i35.32944","title":"The Disappearance of Canada: Margaret Atwood’s Transnational Turn and Ustopianism","year":2013,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Comparative and World Literature","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":true},"ca_institutions":"University of Alberta","funders":"","keywords":"History; Humanities; Literature; Media studies; Art; Sociology","authors":[{"name":"Albert Braz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120807748248994,"gpt":0.192966741837913,"spread":0.1817586643554231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009722501,0.0001784568,0.0002083191,0.00002480982,0.0006438191,0.0003641248,0.000186905,0.00003965558,0.001006584],"category_scores_gemma":[0.000007837517,0.0001182722,0.0000628963,0.00004417579,0.0002884032,0.0002547304,0.0000313917,0.0002118864,0.000004706162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002878125,"about_ca_system_score_gemma":0.0001992371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03383181,"about_ca_topic_score_gemma":0.64424,"domain_scores_codex":[0.998902,0.0000654924,0.0003079701,0.0001875189,0.0002646861,0.0002722821],"domain_scores_gemma":[0.9992914,0.0001377821,0.0001131348,0.0001916234,0.0001854704,0.00008056821],"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":[0.00001178314,0.00002054615,0.0005335615,0.00004308454,0.00005422268,0.000001853069,0.008604848,0.000001634129,0.00002450373,0.9272929,0.06283688,0.0005741204],"study_design_scores_gemma":[0.0002878819,0.00004509332,0.05023937,0.00004845329,0.0000235753,0.000003433528,0.002031131,0.000142545,0.00005176885,0.005127679,0.9418185,0.0001805586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7180626,0.02176609,0.00005591654,0.1030828,0.003161857,0.001383549,0.001412051,0.00003524832,0.1510398],"genre_scores_gemma":[0.9016216,0.00005695501,0.000003402835,0.0003267037,0.0002321272,0.00001876808,0.00001786527,0.00001016487,0.09771238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9221653,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548242116","doi":"","title":"Interaction, ratés de l’intercompréhension et identité professionnelle: traces discursives du social","year":2006,"lang":"fr","type":"article","venue":"Gragoatá","topic":"Linguistics and Discourse Analysis","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":true},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Appropriation; Identity (music); Psychology; Interpretation (philosophy); Discourse analysis; Pedagogy; Sociology; Intervention (counseling); Conversation analysis; Linguistics; Social psychology; Conversation; Communication; Philosophy","authors":[{"name":"Marty Laforest","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02360799441640959,"gpt":0.3000590682485458,"spread":0.2764510738321362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003256827,0.0002862915,0.0003392789,0.000214641,0.001330102,0.0009381851,0.0002139518,0.0001323709,0.004509043],"category_scores_gemma":[0.00008216992,0.0002493707,0.0003214144,0.0001084926,0.0003885189,0.0006165805,0.0001003537,0.0003314785,0.0002008837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008793463,"about_ca_system_score_gemma":0.00009460577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008868297,"about_ca_topic_score_gemma":0.007460099,"domain_scores_codex":[0.9981855,0.0002302136,0.0005280549,0.0003450436,0.0002687766,0.0004423697],"domain_scores_gemma":[0.9990253,0.0001088903,0.0002789659,0.0001791972,0.0003387386,0.00006889083],"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":[0.00003243527,0.0005505526,0.0008240921,0.00008049812,0.0001072671,0.00007106803,0.01264809,0.00007082245,0.0001295661,0.8510221,0.133902,0.00056152],"study_design_scores_gemma":[0.0006306599,0.00007613497,0.002364938,0.0003600694,0.0006282295,0.00002360733,0.04110746,0.001210682,0.0003106618,0.07841454,0.8743523,0.0005206589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6044221,0.007841471,0.00178243,0.04936522,0.01215084,0.0003569314,0.0003454706,0.0001511569,0.3235844],"genre_scores_gemma":[0.8795187,0.0004511674,0.0000770696,0.000399405,0.01062297,0.00001531607,0.0001595665,0.00003709221,0.1087187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7726076,"threshold_uncertainty_score":0.9999958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610101981","doi":"","title":"Os discursos da mestiçagem: interseções com outros discursos, críticas, ressematizações","year":2007,"lang":"pt","type":"article","venue":"Gragoatá","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diaspora; Historicity (philosophy); Creolization; Ethnic group; Reading (process); Immigration; Sociology; Ethnology; Humanities; Anthropology; Geography; Gender studies; Political science; Politics; Art","authors":[{"name":"Eurídice Figueiredo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04578268155367404,"gpt":0.2831249178826579,"spread":0.2373422363289838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007588801,0.0009930547,0.001173231,0.0003211296,0.001644214,0.001712587,0.0008228741,0.0002295918,0.002482077],"category_scores_gemma":[0.000286475,0.0007102015,0.0005890911,0.0002154811,0.001443551,0.001558245,0.0004315528,0.0007651451,0.0006322676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191178,"about_ca_system_score_gemma":0.00005177893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004782093,"about_ca_topic_score_gemma":0.004545009,"domain_scores_codex":[0.9952632,0.0002041229,0.001295133,0.0009629417,0.0008211106,0.00145348],"domain_scores_gemma":[0.9973021,0.0005825998,0.0004552278,0.0009056628,0.0002949412,0.0004595226],"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":[0.0002536324,0.000622689,0.005003163,0.0008911676,0.000746618,0.0003372948,0.4438917,0.000001979143,0.00005883622,0.1202987,0.4242238,0.003670411],"study_design_scores_gemma":[0.001248603,0.000441902,0.005239872,0.001136145,0.0005088372,0.00003838976,0.2138785,0.00005432465,0.0001549938,0.001479974,0.7745538,0.001264702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6089415,0.07506496,0.002092046,0.03650817,0.03840128,0.006175791,0.006150048,0.002074,0.2245922],"genre_scores_gemma":[0.8260645,0.0006525365,0.00005817046,0.0008827245,0.002986579,0.00005931096,0.0003586211,0.0001002197,0.1688373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3503299,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596106091","doi":"","title":"Sites et Lieux de mémoire: les cybermigrances de Régine Robin","year":2008,"lang":"fr","type":"article","venue":"Gragoatá","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Romance; Loneliness; Narrative; Subject (documents); Representation (politics); Art history; Art; History; Literature; Psychology; Computer science; Politics; World Wide Web","authors":[{"name":"Simon Harel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2635237762295133,"gpt":0.3154155644673303,"spread":0.05189178823781698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002239435,0.0003226429,0.0002990066,0.00006967931,0.0003732631,0.001037604,0.0006315972,0.0001755129,0.00005974638],"category_scores_gemma":[0.0001606931,0.0002581475,0.0001967341,0.0005061231,0.0003578232,0.003623893,0.000232609,0.0002869312,0.0001932538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390945,"about_ca_system_score_gemma":0.0003326173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004213526,"about_ca_topic_score_gemma":0.001487795,"domain_scores_codex":[0.9980143,0.0001241594,0.0002935213,0.0004427888,0.0002818029,0.0008433699],"domain_scores_gemma":[0.9987399,0.0001557657,0.0001157549,0.0004256264,0.000125218,0.00043775],"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":[0.0000354275,0.0007531101,0.01936798,0.0001435217,0.000108557,0.003028335,0.01998083,0.002374979,0.01663695,0.6796083,0.1959648,0.06199725],"study_design_scores_gemma":[0.0009182998,0.0004807777,0.101443,0.0003712857,0.00004457713,0.006194375,0.0001300081,0.01363016,0.02061843,0.02443936,0.8305847,0.001145044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8310667,0.03249888,0.01836444,0.03054304,0.001023923,0.0002457973,0.00004882638,0.0003515497,0.0858569],"genre_scores_gemma":[0.8839839,0.00376731,0.01103217,0.003384773,0.0004359387,0.000009426244,0.00001756699,0.00002319796,0.09734575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.655169,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}