{"meta":{"query_hash":"ba4c015226a0","filters":{"venue":"Revista Linguíʃtica"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/ba4c015226a0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revista+Lingu%C3%AD%CA%83tica"},"results":[{"id":"W2774220074","doi":"10.31513/linguistica.2017.v13n2a14034","title":"The split-S system and the source of the absolutive case in Tenetehára","year":2017,"lang":"en","type":"article","venue":"Revista Linguíʃtica","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal do Rio de Janeiro; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Toronto; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Humanities; Philosophy","score_opus":0.022264070517232826,"score_gpt":0.24154637139811358,"score_spread":0.21928230088088074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774220074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76601833,0.00035461792,0.017495595,0.00066394237,0.00008111686,0.000070788235,0.00019228477,0.00023093415,0.21489236],"genre_scores_gemma":[0.9939991,0.000036506586,0.0013408521,0.00003616467,0.00000615341,0.000014780366,0.00005787912,0.000044754786,0.004463778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992982,0.0001671938,0.000038550257,0.00018579683,0.000112293244,0.0001978829],"domain_scores_gemma":[0.9995272,0.00018424467,0.000059784063,0.00009309306,0.00007864359,0.000057027526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006731167,0.00042486616,0.00054220436,0.00130844,0.0017460013,0.003187511,0.000902257,0.0007882073,0.010247412],"category_scores_gemma":[0.0013888638,0.00050024834,0.0004083916,0.0012210296,0.0048456555,0.0041680173,0.003282267,0.0014628111,0.0009168294],"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":[0.0006055158,0.00009739319,0.0108729815,0.00017481373,0.000035674635,0.0023953766,0.032835584,0.0006933403,0.023841944,0.87932235,0.0009694468,0.048155583],"study_design_scores_gemma":[0.0003037862,0.00049872295,0.048147622,0.00020491658,0.00014093854,0.007318343,0.06887782,0.013972745,0.018220259,0.6991066,0.1428949,0.00031340113],"about_ca_topic_score_codex":0.0057493825,"about_ca_topic_score_gemma":0.005682589,"teacher_disagreement_score":0.010247412,"about_ca_system_score_codex":0.002456553,"about_ca_system_score_gemma":0.0010650322,"threshold_uncertainty_score":0.034281015},"labels":[],"label_agreement":null},{"id":"W2775320955","doi":"10.31513/linguistica.2017.v13n2a14030","title":"Asymmetry and the Language Faculty","year":2017,"lang":"en","type":"article","venue":"Revista Linguíʃtica","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Syntax; Linguistics; Computer science; Phonology; Pronunciation; Semantics (computer science); Numeral system; Autonomy; Abstract syntax; Complement (music); Natural language processing; Artificial intelligence; Programming language; Philosophy","score_opus":0.034005616082364534,"score_gpt":0.28850485403545995,"score_spread":0.2544992379530954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775320955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6091528,0.0013001547,0.13188192,0.0048954706,0.000090595364,0.000039810693,0.00025674966,0.00032790448,0.2520546],"genre_scores_gemma":[0.9944047,0.00010011252,0.0031687669,0.000091620626,0.000026719248,0.0000139949125,0.000026966538,0.000037452042,0.0021297885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988257,0.00040208013,0.000057198984,0.00024502506,0.00034692162,0.00012298634],"domain_scores_gemma":[0.99849415,0.0007493867,0.00015918893,0.00036853683,0.00015211425,0.000076718345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012877826,0.00017487902,0.00029382014,0.00095970434,0.0012180076,0.0020502429,0.0005416305,0.0006103698,0.0044700964],"category_scores_gemma":[0.003427976,0.0001910267,0.00027937416,0.000578386,0.009204598,0.003967164,0.0029026994,0.0012415644,0.0003587816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017736602,0.0000033676758,0.00061925984,0.000015554906,0.0000033311533,0.00004428181,0.0011177909,0.0003040446,0.0016576117,0.9844779,0.00012626027,0.011612828],"study_design_scores_gemma":[0.000011562515,0.000017553522,0.0020401923,0.000014780476,0.00001030066,0.0001790466,0.0005501885,0.0014194002,0.0014323094,0.98722535,0.0070871697,0.000012145224],"about_ca_topic_score_codex":0.0012814332,"about_ca_topic_score_gemma":0.0008660297,"teacher_disagreement_score":0.0044700964,"about_ca_system_score_codex":0.0013709905,"about_ca_system_score_gemma":0.0009486272,"threshold_uncertainty_score":0.0149540305},"labels":[],"label_agreement":null},{"id":"W2914298754","doi":"10.31513/linguistica.2018.v14n2a17542","title":"Perceptual categorization of English vowels by native European Portuguese speakers","year":2018,"lang":"en","type":"article","venue":"Revista Linguíʃtica","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Linguistics; Portuguese; Vowel; European Portuguese; Second language; Categorization; Perception; Humanities; Art; Philosophy","score_opus":0.023732756963691152,"score_gpt":0.3296871102306732,"score_spread":0.30595435326698206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914298754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993895,0.000014945781,0.00010363768,0.0000067916867,0.00000187098,0.000004300335,0.000010972058,0.000001679772,0.00046613283],"genre_scores_gemma":[0.99920136,0.000029281166,0.00021768456,0.00001818081,0.0000023455657,0.000005620616,0.00003572567,0.000002604667,0.00048716337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99963176,0.00009440973,0.00003800902,0.00007714556,0.000110240035,0.000048378453],"domain_scores_gemma":[0.99831605,0.0007728621,0.00032078693,0.00014382631,0.0002709804,0.00017556733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094638113,0.00030580457,0.00021425495,0.0003376738,0.00039953235,0.0010890088,0.00012694289,0.00036514713,0.0011143475],"category_scores_gemma":[0.004871847,0.0002285398,0.0002420366,0.00013272997,0.00050181913,0.00047323862,0.0008124939,0.00032371597,0.00033825662],"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":[0.0017112304,0.00041798354,0.670924,0.00016302976,0.00011368825,0.0012250156,0.10436673,0.0004490163,0.17594324,0.0003732194,0.00028926582,0.04402358],"study_design_scores_gemma":[0.000023646744,0.00056759606,0.9658612,0.000018868728,0.000017398359,0.0010954894,0.024732586,0.0005774291,0.0055648237,0.00031286228,0.0011866576,0.000041380907],"about_ca_topic_score_codex":0.0016849741,"about_ca_topic_score_gemma":0.0027200875,"teacher_disagreement_score":0.0016849741,"about_ca_system_score_codex":0.000101902624,"about_ca_system_score_gemma":0.0001327839,"threshold_uncertainty_score":0.0050050616},"labels":[],"label_agreement":null},{"id":"W3099489575","doi":"10.31513/linguistica.2020.v16nesp.a39406","title":"Deriving coordinate nouns with Merge and Principles of efficient computation","year":2020,"lang":"pt","type":"article","venue":"Revista Linguíʃtica","topic":"Speech and dialogue systems","field":"Computer Science","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":"Université du Québec à Montréal","funders":"","keywords":"Merge (version control); Noun; Associative property; Computer science; Computation; Natural language processing; Linguistics; Mathematics; Artificial intelligence; Pure mathematics; Algorithm; Philosophy; Information retrieval","score_opus":0.0363172215559239,"score_gpt":0.24771461970747147,"score_spread":0.21139739815154757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099489575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049887896,0.00028864804,0.92246914,0.00044609513,0.000046909536,0.00007537888,0.00008457192,0.0004144123,0.026286943],"genre_scores_gemma":[0.56313986,0.0004742829,0.42421386,0.00017633942,0.000091528644,0.00019021978,0.0002281695,0.0005665186,0.010919269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974112,0.00087921834,0.00022455,0.0005064771,0.0007639474,0.00021454293],"domain_scores_gemma":[0.99654007,0.0016318847,0.00033190794,0.00069537625,0.0006966095,0.000104168306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022360564,0.0006304152,0.0006842929,0.002008442,0.0017177672,0.0048898607,0.0011661252,0.0010187353,0.0058581615],"category_scores_gemma":[0.009138227,0.0005810864,0.0019177354,0.0017821209,0.0055125277,0.010808641,0.0037953837,0.0017329488,0.001410413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028928154,0.00001270076,0.0009024131,0.00006499296,0.000015864902,0.00016208642,0.0017607727,0.0019446283,0.0015322344,0.9688173,0.0004120389,0.024346115],"study_design_scores_gemma":[0.00001181893,0.000039981704,0.0006497756,0.00003403795,0.00002767242,0.0002991199,0.0006922834,0.01761166,0.005151659,0.96266145,0.012794267,0.000026220192],"about_ca_topic_score_codex":0.0019755089,"about_ca_topic_score_gemma":0.0020428882,"teacher_disagreement_score":0.0058581615,"about_ca_system_score_codex":0.0015641937,"about_ca_system_score_gemma":0.0013120838,"threshold_uncertainty_score":0.01959747},"labels":[],"label_agreement":null},{"id":"W4232991566","doi":"10.31513/linguistica.2018.v14n2a18495","title":"Introdução","year":2018,"lang":"pt","type":"article","venue":"Revista Linguíʃtica","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Philosophy","score_opus":0.03925102589610127,"score_gpt":0.3040204535911581,"score_spread":0.26476942769505685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232991566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067484714,0.19292343,0.022902587,0.040256463,0.041344672,0.0002432647,0.0086011095,0.0017662088,0.6852138],"genre_scores_gemma":[0.0820278,0.24951845,0.039287902,0.017805155,0.053976297,0.0007179013,0.01781706,0.003379537,0.5354699],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769765,0.0005879187,0.00019716636,0.00063562364,0.0007196456,0.0001619304],"domain_scores_gemma":[0.99662507,0.0011778852,0.0002478089,0.0004465977,0.0012851971,0.00021732983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018296744,0.0012542121,0.0010518318,0.0053878706,0.0028652414,0.006132777,0.0015199106,0.0019497391,0.15953957],"category_scores_gemma":[0.008493889,0.0005701594,0.000861698,0.005275265,0.0021566285,0.005935969,0.0031070907,0.004742174,0.06566384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001069345,0.000084555126,0.0014432104,0.0019949598,0.000049210816,0.00041233766,0.004105441,0.0003691577,0.00078807515,0.13923028,0.5236657,0.32775012],"study_design_scores_gemma":[0.0000022887486,0.000008305833,0.0004043638,0.000443244,0.000006232771,0.00025175323,0.0002803418,0.000032559117,0.000089310175,0.0067494693,0.99172384,0.000008352197],"about_ca_topic_score_codex":0.0073891305,"about_ca_topic_score_gemma":0.0052954634,"teacher_disagreement_score":0.8404604,"about_ca_system_score_codex":0.003066217,"about_ca_system_score_gemma":0.002929636,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null}]}