{"meta":{"query_hash":"4238611c423b","filters":{"venue":"Revista de Estudos da Linguagem"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4238611c423b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+de+Estudos+da+Linguagem"},"results":[{"id":"W1509360356","doi":"10.17851/2237-2083.19.1.247-267","title":"Competência textual à entrada no Ensino Superior","year":2011,"lang":"pt","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Humanities; Philosophy; Psychology","score_opus":0.07351477011029167,"score_gpt":0.30101059750456577,"score_spread":0.2274958273942741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509360356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6981013,0.011366495,0.000078820805,0.00034438208,0.004545472,0.0013736539,0.000431373,0.00027577096,0.28348276],"genre_scores_gemma":[0.95128554,0.00041945383,0.0005163941,0.000657748,0.0058967597,0.000027091926,0.00008020849,0.000108504486,0.041008312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964391,0.0002659034,0.0008412519,0.00068218174,0.0006203256,0.0011512444],"domain_scores_gemma":[0.99712193,0.00027202826,0.00023570767,0.0008669945,0.00096448296,0.0005388415],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009187454,0.0005234916,0.0006470197,0.00022575047,0.0009810185,0.0017866907,0.00072759745,0.0001745422,0.02166327],"category_scores_gemma":[0.0012530597,0.0005070226,0.00029346684,0.00016011881,0.0005162007,0.00010999817,0.00027389557,0.00075775624,0.0036605387],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019402633,0.001807172,0.018730406,0.0012674913,0.00059914123,0.00072242605,0.23471817,0.0000013149863,0.00017450184,0.6906921,0.04661786,0.0044753365],"study_design_scores_gemma":[0.0005880638,0.00036780586,0.004276295,0.00046277378,0.00028369852,0.00002720233,0.022068776,0.00036110036,0.000114312694,0.00010640893,0.9705513,0.0007922259],"about_ca_topic_score_codex":0.0015614976,"about_ca_topic_score_gemma":0.000108988395,"teacher_disagreement_score":0.92393345,"about_ca_system_score_codex":0.00022368386,"about_ca_system_score_gemma":0.00084204343,"threshold_uncertainty_score":0.99973816},"labels":[],"label_agreement":null},{"id":"W1572846665","doi":"10.17851/2237-2083.12.1.191-198","title":"MAGALHÃES, Izabel. Eu e tu: a constituição do sujeito no discurso médico. Brasília: Thesaurus, 2000, 181 p.","year":2004,"lang":"pt","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Thesaurus; Humanities; Political science; Philosophy; Linguistics","score_opus":0.0361442406038699,"score_gpt":0.3133101239712331,"score_spread":0.2771658833673632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572846665","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37040213,0.14068456,0.000982285,0.01049481,0.019744506,0.0074214875,0.004103312,0.0011623456,0.44500455],"genre_scores_gemma":[0.8960756,0.0027512459,0.00068824354,0.0013319082,0.010410355,0.00008653423,0.00022289947,0.0002206774,0.08821253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941854,0.00032707,0.0013007894,0.0012446288,0.0011707924,0.0017713093],"domain_scores_gemma":[0.995479,0.00045316282,0.00048768183,0.0015217095,0.0011990396,0.0008594368],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016029803,0.0009215846,0.0010690824,0.00042682237,0.0017659375,0.005383689,0.0012548415,0.0003277927,0.009784141],"category_scores_gemma":[0.0025890297,0.0008392587,0.00049532193,0.00040827243,0.0011256135,0.00023508939,0.0004756012,0.001395752,0.0035987857],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017245513,0.0025749796,0.006941025,0.0021488913,0.00077068317,0.0010162878,0.06943353,0.00015022022,0.0001126123,0.8209999,0.09116526,0.0045141233],"study_design_scores_gemma":[0.0016808639,0.0003439525,0.0005368821,0.001732705,0.000401134,0.000053344145,0.010199342,0.00015083232,0.00006567661,0.000861877,0.98277897,0.0011944004],"about_ca_topic_score_codex":0.0023322988,"about_ca_topic_score_gemma":0.00029201724,"teacher_disagreement_score":0.8916137,"about_ca_system_score_codex":0.0008092628,"about_ca_system_score_gemma":0.0033675048,"threshold_uncertainty_score":0.99953365},"labels":[],"label_agreement":null},{"id":"W1603758578","doi":"10.17851/2237-2083.20.2.91-124","title":"A construção do conhecimento fonológico na aquisição da linguagem","year":2012,"lang":"pt","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.06610628120551486,"score_gpt":0.3471261285311981,"score_spread":0.28101984732568325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603758578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7521137,0.10787875,0.00030612748,0.00086572254,0.009254072,0.002721598,0.00062384014,0.00046624482,0.12576991],"genre_scores_gemma":[0.95042163,0.00085204706,0.00044147478,0.00087650074,0.011390654,0.00010785082,0.00014160898,0.0001978283,0.03557038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99354327,0.0005193429,0.0014439508,0.0009847225,0.0011072311,0.0024014781],"domain_scores_gemma":[0.99482256,0.00085643196,0.00064451556,0.0015208289,0.00091818743,0.001237465],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028310628,0.0009304247,0.0010993395,0.00048587954,0.0015983335,0.005742612,0.0010896258,0.00035021582,0.015176313],"category_scores_gemma":[0.0023801122,0.00091860566,0.0005217532,0.00034460446,0.00081035116,0.0003070923,0.0006475583,0.001313941,0.0036732943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015729513,0.0023010268,0.038745414,0.0017339542,0.0010189866,0.00024427805,0.20555454,0.000009640074,0.00015177017,0.70097303,0.0323321,0.016777944],"study_design_scores_gemma":[0.0013052787,0.00026276786,0.00077615987,0.0010132098,0.00054238143,0.000055849046,0.053247448,0.0003744007,0.00017529092,0.00023493034,0.9406858,0.0013265003],"about_ca_topic_score_codex":0.00068606366,"about_ca_topic_score_gemma":0.000020084155,"teacher_disagreement_score":0.9083537,"about_ca_system_score_codex":0.0005231625,"about_ca_system_score_gemma":0.000991922,"threshold_uncertainty_score":0.99970144},"labels":[],"label_agreement":null},{"id":"W1603945217","doi":"10.17851/2237-2083.11.1.245-252","title":"SILVA, Maria da Conceição Fonseca. Questões de linguagem: gramática, texto e discurso. Vitória da Conquista: UESB, 2001. 116p.","year":2003,"lang":"pt","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.04919092764852629,"score_gpt":0.318771803552099,"score_spread":0.2695808759035727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603945217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43013772,0.338008,0.002418794,0.0016682657,0.012972257,0.006481278,0.0031468614,0.0017697047,0.20339713],"genre_scores_gemma":[0.94447875,0.0032550604,0.0017436814,0.0017030968,0.006759109,0.00017351899,0.00022724278,0.00043339795,0.04122614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98994386,0.0013608099,0.0022993651,0.002029722,0.0011241437,0.0032420848],"domain_scores_gemma":[0.9929725,0.0015474068,0.001162705,0.002147185,0.0011116128,0.0010586028],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0032159386,0.0019669365,0.0024526308,0.00043371145,0.002502667,0.0060645384,0.0014062099,0.00059409346,0.00544605],"category_scores_gemma":[0.00878107,0.0018510835,0.0009414179,0.0004979439,0.0019240432,0.0002835955,0.00067385007,0.0018585728,0.00053492875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031917507,0.0018187262,0.01317744,0.0028707245,0.002548249,0.0051537803,0.21175168,0.000070609916,0.00040029216,0.7178969,0.038541865,0.00545057],"study_design_scores_gemma":[0.0030771242,0.0007507648,0.00061513606,0.0024331487,0.0026425603,0.00016139778,0.07309957,0.0007217825,0.00022031456,0.0020286606,0.91093093,0.0033186115],"about_ca_topic_score_codex":0.0044021495,"about_ca_topic_score_gemma":0.0017305813,"teacher_disagreement_score":0.8723891,"about_ca_system_score_codex":0.0007507248,"about_ca_system_score_gemma":0.0012114558,"threshold_uncertainty_score":0.9995684},"labels":[],"label_agreement":null},{"id":"W1926234892","doi":"10.17851/2237-2083.12.2.383-404","title":"Diminutive reduplication in government phonology","year":2004,"lang":"pt","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diminutive; Phonology; Reduplication; Linguistics; Humanities; Art; Philosophy","score_opus":0.03310110707806343,"score_gpt":0.3568710259937743,"score_spread":0.3237699189157109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926234892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780386,0.012163401,0.0006590831,0.0027704136,0.00058252586,0.0011254087,0.00009241802,0.000059092254,0.0045090746],"genre_scores_gemma":[0.99443054,0.0013691712,0.0003605523,0.0005212083,0.00034727185,0.00019668949,0.000034672135,0.000077061064,0.0026628517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957526,0.00060785934,0.0008453936,0.0010977389,0.0004432042,0.0012532276],"domain_scores_gemma":[0.9977044,0.00033169184,0.00033066169,0.0012741514,0.000092150134,0.00026694863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013718938,0.00045065902,0.0006995949,0.00021960372,0.00018538232,0.00015274427,0.0008348619,0.00065294385,0.000563891],"category_scores_gemma":[0.0005831031,0.0005047216,0.00016796541,0.0008718497,0.00036107737,0.000055638968,0.00038354268,0.0014215048,0.0013028837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00417919,0.0144314235,0.32435295,0.0013650265,0.002250207,0.0070672203,0.31795672,0.001820235,0.066377535,0.13928491,0.008113563,0.112801],"study_design_scores_gemma":[0.010839697,0.0020494617,0.9256061,0.0010536292,0.00028957083,0.00041980506,0.009931347,0.00039159003,0.0053214533,0.0043840148,0.03807349,0.0016398545],"about_ca_topic_score_codex":0.0009492809,"about_ca_topic_score_gemma":0.00019378886,"teacher_disagreement_score":0.60125315,"about_ca_system_score_codex":0.0016286918,"about_ca_system_score_gemma":0.00043130398,"threshold_uncertainty_score":0.9997404},"labels":[],"label_agreement":null},{"id":"W2613343918","doi":"10.17851/2237-2083.25.3.1613-1646","title":"On the acquisition of distributivity in Yudja","year":2017,"lang":"en","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Massachusetts Amherst","keywords":"Distributivity; Noun; Linguistics; Interpretation (philosophy); Determiner; Verb; Preference; Reduplication; Plural; Noun phrase; Psychology; Distributive property; Phrase; Mathematics; Philosophy; Statistics","score_opus":0.03380679566243789,"score_gpt":0.2801280683682929,"score_spread":0.24632127270585502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613343918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98586935,0.000069856666,0.00026901742,0.004083912,0.00038299174,0.0002830457,0.00006567006,0.00002930329,0.008946862],"genre_scores_gemma":[0.99891347,0.000010099049,0.00005358865,0.00010350933,0.00068609306,0.000012157768,0.00001696027,0.000014925187,0.00018922062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990023,0.00011276066,0.00029166712,0.00018722944,0.00021082387,0.0001952448],"domain_scores_gemma":[0.99841607,0.00039353286,0.00036265876,0.00068130525,0.00011727659,0.000029146066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009768233,0.00012880062,0.00022202777,0.000050027815,0.00046140995,0.0005307411,0.00036954554,0.000042337186,0.0002940839],"category_scores_gemma":[0.0034383272,0.00009784854,0.00007607929,0.00002068512,0.00019626385,0.0000751447,0.00009185172,0.00017056131,0.00003845601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021844433,0.00010769391,0.007965459,0.00005736057,0.000019358838,0.000015827278,0.0104677295,0.0000061006326,0.00007822374,0.9801538,0.00007763053,0.0010289672],"study_design_scores_gemma":[0.0031266473,0.00061402324,0.52179027,0.0036987837,0.00044986056,0.000012439072,0.016600154,0.005382148,0.0044605276,0.42239657,0.01991764,0.0015509529],"about_ca_topic_score_codex":0.00087823917,"about_ca_topic_score_gemma":0.0003648589,"teacher_disagreement_score":0.55775726,"about_ca_system_score_codex":0.00008235374,"about_ca_system_score_gemma":0.000040332437,"threshold_uncertainty_score":0.5117949},"labels":[],"label_agreement":null},{"id":"W2897517493","doi":"10.17851/2237-2083.26.4.1551-1570","title":"Automatic Speech Segmentation in French / Segmentação automática da fala em francês","year":2018,"lang":"en","type":"article","venue":"Revista de Estudos da Linguagem","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Syllable; Stress (linguistics); Stress (linguistics); Adverb; Phrase; Lexicon; Computer science; Noun; Speech recognition; Artificial intelligence; Philosophy","score_opus":0.031853545100071524,"score_gpt":0.3721659059897784,"score_spread":0.34031236088970684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897517493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928365,0.0013922477,0.0005423812,0.00014449697,0.0005733253,0.0007389309,0.00002344759,0.00016319475,0.0035854978],"genre_scores_gemma":[0.9925125,0.00004333963,0.0050409576,0.0004115761,0.00043020712,0.00012354112,0.000044996,0.00005630902,0.0013365591],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970551,0.0004752628,0.0006194787,0.00064016966,0.0003629121,0.0008470395],"domain_scores_gemma":[0.99845093,0.00026535444,0.00016442874,0.0008286774,0.00009850632,0.00019209713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011573392,0.00029618785,0.00043578944,0.000340559,0.00018883626,0.00024983674,0.0005526035,0.0002531741,0.0049823713],"category_scores_gemma":[0.00020980444,0.00030204703,0.00009595259,0.0008250846,0.00022766544,0.000074237345,0.00018362905,0.0005921993,0.0017021786],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017089504,0.0019357259,0.28101638,0.00048106845,0.00058116985,0.001625446,0.12396513,0.000008462076,0.02515058,0.0025555133,0.01531562,0.547194],"study_design_scores_gemma":[0.00549209,0.0014759023,0.95858157,0.0005905642,0.00017651866,0.00033394806,0.0072591337,0.009961019,0.005200204,0.0015221839,0.0081161605,0.0012907246],"about_ca_topic_score_codex":0.00051843276,"about_ca_topic_score_gemma":0.00015504945,"teacher_disagreement_score":0.67756516,"about_ca_system_score_codex":0.00021552347,"about_ca_system_score_gemma":0.00014002819,"threshold_uncertainty_score":0.99994314},"labels":[],"label_agreement":null}]}