{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"e2bebd066220","filters":{"venue":"Biolinguistics"}},"results":[{"id":"W2804783317","doi":"10.5964/bioling.9089","title":"Cognitive Phonetics: The Transduction of Distinctive Features at the Phonology-Phonetics Interface","year":2018,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Phonetics; Phonology; Speech production; Coarticulation; Interface (matter); Linguistics; Phonological rule; Cognition; Computer science; Psychology; Speech recognition; Neuroscience; Vowel; Philosophy","authors":[{"name":"Veno Volenec","is_ca":false},{"name":"Charles Reiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03677696934331458,"gpt":0.3741138959543238,"spread":0.3373369266110092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009254409,0.0003042398,0.0002492335,0.0009342991,0.0007144946,0.004933311,0.0007353678,0.001155384,0.004200516],"category_scores_gemma":[0.003551645,0.0003198153,0.000562255,0.0004878457,0.006953775,0.004990756,0.002278117,0.00181774,0.0006268985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007073764,"about_ca_system_score_gemma":0.001346306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885911,"about_ca_topic_score_gemma":0.00107145,"domain_scores_codex":[0.9993991,0.0001197771,0.00003445612,0.0001744015,0.0001784168,0.00009390739],"domain_scores_gemma":[0.9991013,0.000318564,0.0001130273,0.000200019,0.0001602157,0.0001069596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008368585,0.00003730878,0.004739853,0.0001963045,0.00003518177,0.0004534273,0.008303449,0.002435833,0.0229719,0.8924691,0.0008082054,0.06746581],"study_design_scores_gemma":[0.00002198485,0.0000829376,0.01637443,0.0000494544,0.00004268337,0.00069061,0.001944706,0.01179779,0.004813147,0.9502508,0.01385373,0.00007767267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2096551,0.001727316,0.6040004,0.009234658,0.0007012346,0.00008660308,0.0002493784,0.0008912641,0.1734541],"genre_scores_gemma":[0.9502712,0.0005297569,0.04429791,0.0005003536,0.0001451784,0.00004038825,0.00008460112,0.0001090242,0.004021501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004933311,"threshold_uncertainty_score":0.01405215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1549098749","doi":"10.5964/bioling.8587","title":"Computing Long-Distance Dependencies in Vowel Harmony","year":2007,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Carleton University","funders":"","keywords":"Vowel harmony; Locality; Computer science; Harmony (color); Computation; Expressive power; Theoretical computer science; Focus (optics); Representation (politics); Vowel; Algorithm; Linguistics; Speech recognition","authors":[{"name":"Frédéric Mailhot","is_ca":true},{"name":"Charles Reiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04732402416050982,"gpt":0.3910025188052361,"spread":0.3436784946447263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004391065,0.0001961219,0.0004371838,0.0003861889,0.0005940679,0.001138855,0.0008559993,0.0004979401,0.002002704],"category_scores_gemma":[0.002937347,0.0004193474,0.0003529309,0.0003598201,0.0008752375,0.002613136,0.00143898,0.0008166641,0.0002325549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319493,"about_ca_system_score_gemma":0.0005630951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003366032,"about_ca_topic_score_gemma":0.006418039,"domain_scores_codex":[0.9997991,0.00004672946,0.00001235347,0.00006797416,0.00003761405,0.0000361622],"domain_scores_gemma":[0.9990079,0.000687052,0.00008290552,0.0001133161,0.00005254299,0.00005634288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000478972,0.0002044078,0.01032916,0.0001549089,0.00007769572,0.0003987764,0.001056234,0.5587063,0.04708138,0.2392148,0.001175717,0.1411216],"study_design_scores_gemma":[0.00001850594,0.0000426994,0.002271274,0.000005344752,0.00001172485,0.00002596017,0.0001127644,0.8237516,0.005573776,0.1675963,0.0005732382,0.0000169184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5588632,0.00009315962,0.4369033,0.0001535862,0.00001620955,0.00001686276,0.00008415733,0.0006180808,0.003251471],"genre_scores_gemma":[0.9597545,0.00004283176,0.03904988,0.00002445685,0.000009047836,0.00001507099,0.0001001237,0.00006996152,0.0009342826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366032,"threshold_uncertainty_score":0.006699741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1485933468","doi":"10.5964/bioling.8759","title":"The Biological Nature of Human Language","year":2010,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Language Development and Disorders","field":"Psychology","cited_by":39,"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":"Universitat de Barcelona; University of Oxford; University of Connecticut","keywords":"Psycholinguistics; Cognitive science; Human language; Cognition; Computer science; Language technology; Linguistics; Language and Communication Technologies; Psychology; Comprehension approach; Natural language; Artificial intelligence; Neuroscience","authors":[{"name":"Anna Maria Di Sciullo","is_ca":true},{"name":"Massimo Piattelli‐Palmarini","is_ca":false},{"name":"Kenneth Wexler","is_ca":false},{"name":"Robert C. Berwick","is_ca":false},{"name":"Cédric Boeckx","is_ca":false},{"name":"Lyle Jenkins","is_ca":false},{"name":"Juan Uriagereka","is_ca":false},{"name":"Karin Stromswold","is_ca":false},{"name":"Lisa Lai‐Shen Cheng","is_ca":false},{"name":"Heidi Harley","is_ca":false},{"name":"Andrew Wedel","is_ca":false},{"name":"James McGilvray","is_ca":false},{"name":"Elly van Gelderen","is_ca":false},{"name":"Thomas G. Bever","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401085325760097,"gpt":0.3445569672656101,"spread":0.3305461140080091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092484,0.0001537835,0.0002181692,0.0008394003,0.0007614013,0.00250061,0.0003726755,0.0008435646,0.002895586],"category_scores_gemma":[0.002102899,0.0001595262,0.0001408816,0.0004560908,0.007961713,0.002438825,0.001019822,0.0006943855,0.0006155062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769756,"about_ca_system_score_gemma":0.0007702627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247501,"about_ca_topic_score_gemma":0.0008575072,"domain_scores_codex":[0.9995615,0.000149502,0.0000192165,0.0001230119,0.0001063301,0.00004051995],"domain_scores_gemma":[0.999246,0.0004130944,0.00009239186,0.00007630988,0.0001159583,0.00005632515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004851142,0.00003355306,0.01221925,0.0003966787,0.00005083255,0.001017925,0.006870083,0.001474458,0.02016093,0.8172533,0.003994441,0.1364802],"study_design_scores_gemma":[0.000009128988,0.00007634771,0.0502344,0.0002258741,0.00002525802,0.002664037,0.004495508,0.001913007,0.003707499,0.8004661,0.1361287,0.00005414932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3715447,0.07185487,0.1081605,0.04917519,0.0008881045,0.00007088057,0.0007913508,0.0003400166,0.3971743],"genre_scores_gemma":[0.9689879,0.008908092,0.01035267,0.002197473,0.0003882151,0.00003921028,0.0001661232,0.00004364568,0.008916677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002895586,"threshold_uncertainty_score":0.009686708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1695056469","doi":"10.5964/bioling.8661","title":"The Asymmetry of Merge","year":2008,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Merge (version control); Computer science; Generative grammar; Grammar; Merge algorithm; Artificial intelligence; Natural language processing; Theoretical computer science; Mathematics; Algorithm; Linguistics; Information retrieval; Philosophy","authors":[{"name":"Anna Maria Di Sciullo","is_ca":true},{"name":"Daniela Isac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04035854022898569,"gpt":0.2434221813249237,"spread":0.203063641095938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004059754,0.0004113351,0.000787499,0.001903079,0.00230222,0.004254614,0.001356627,0.001593357,0.009513468],"category_scores_gemma":[0.01467239,0.0005355293,0.001169465,0.001409668,0.008947349,0.02379267,0.008361435,0.002426975,0.001319366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551588,"about_ca_system_score_gemma":0.001015508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241264,"about_ca_topic_score_gemma":0.0004878773,"domain_scores_codex":[0.9949759,0.001276236,0.0004044065,0.001080976,0.001674784,0.0005876253],"domain_scores_gemma":[0.9932663,0.002830405,0.0007577244,0.002060469,0.0008766467,0.0002084032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000521586,0.000004291233,0.0006292573,0.00004379676,0.000007370657,0.00008102123,0.0009647736,0.0002439174,0.001072606,0.9867043,0.0004008485,0.009795686],"study_design_scores_gemma":[0.00001441067,0.00003141737,0.0009379785,0.00003955983,0.00002348537,0.0005360691,0.0006136173,0.001527767,0.003850616,0.9679817,0.02442178,0.00002151789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2336422,0.002299737,0.3833718,0.005294588,0.000426882,0.00009944646,0.0004877964,0.0008609819,0.3735165],"genre_scores_gemma":[0.9723176,0.0005492166,0.0180837,0.0005565975,0.0002151091,0.00007394306,0.0002243601,0.0002675487,0.007711778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009513468,"threshold_uncertainty_score":0.03182572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1939174981","doi":"10.5964/bioling.8897","title":"The Biolinguistics of Autism: Emergent Perspectives","year":2012,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Autism; Psychology; Cognition; Generativity; Cognitive psychology; Comprehension; Perception; Cognitive science; Developmental psychology; Neuroscience; Linguistics","authors":[{"name":"Nicolas Bourguignon","is_ca":true},{"name":"Aparna Nadig","is_ca":true},{"name":"Daniel Valois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0515875793119022,"gpt":0.3370619044024349,"spread":0.2854743250905327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003202833,0.0007400672,0.0007947994,0.004642806,0.001914774,0.007313419,0.001389676,0.002183184,0.002357572],"category_scores_gemma":[0.003001536,0.0003237283,0.0003845618,0.001435414,0.02772288,0.01295496,0.003849956,0.003735993,0.000481197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649533,"about_ca_system_score_gemma":0.001221211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675118,"about_ca_topic_score_gemma":0.001804498,"domain_scores_codex":[0.9988656,0.0006397895,0.00004607179,0.0001853547,0.000180462,0.00008262379],"domain_scores_gemma":[0.9954845,0.003688655,0.0001513539,0.0002194413,0.0002555609,0.0002005005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002309946,0.00002524727,0.000956333,0.000272076,0.00002064175,0.0002678798,0.004309328,0.0006579707,0.0006080666,0.9636716,0.002874836,0.02631286],"study_design_scores_gemma":[0.000003694283,0.0000152614,0.001014868,0.0001424284,0.000006709768,0.0002700257,0.00185235,0.0005279214,0.0001425825,0.9461936,0.04981306,0.00001745344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04514021,0.4049016,0.08544686,0.244338,0.002737035,0.00002890978,0.0002917522,0.0002620211,0.2168535],"genre_scores_gemma":[0.774797,0.1611182,0.03157454,0.01603805,0.008488304,0.0001065571,0.0001738515,0.0001980376,0.007505283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007313419,"threshold_uncertainty_score":0.01922381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112317934","doi":"10.5964/bioling.8881","title":"Solving the UG Problem","year":2012,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":8,"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":"Computer science; Word order; Grammar; Interrogative; Universal grammar; Linguistics; Inversion (geology); Interpretation (philosophy); Natural language processing; Appeal; Artificial intelligence; Cognitive science; Psychology; Generative grammar; Programming language; Philosophy","authors":[{"name":"Denis Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01799674507289738,"gpt":0.2764029868971752,"spread":0.2584062418242778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005594289,0.0009206556,0.001542501,0.0015279,0.003076967,0.00391973,0.002295584,0.003874329,0.01486706],"category_scores_gemma":[0.03439253,0.0009108477,0.001808512,0.001279916,0.008931659,0.01426758,0.006646566,0.008016084,0.002892266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478712,"about_ca_system_score_gemma":0.001962708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291361,"about_ca_topic_score_gemma":0.00255972,"domain_scores_codex":[0.9956573,0.002070933,0.0001751484,0.001149924,0.0006119654,0.0003347062],"domain_scores_gemma":[0.9810452,0.01296913,0.0005145394,0.004125837,0.000957439,0.0003877275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003725322,0.00003117661,0.0006999793,0.0001301862,0.00003438807,0.0002132588,0.0004618386,0.003569481,0.0002718405,0.923318,0.01612895,0.05510366],"study_design_scores_gemma":[0.00001173958,0.000004617269,0.00008859087,0.00002004728,0.000006034908,0.00009214866,0.0001079383,0.006585983,0.0001367211,0.983065,0.009872744,0.000008417701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04490222,0.003326393,0.7971381,0.06029546,0.0009576504,0.0001563409,0.0008052751,0.002194036,0.09022456],"genre_scores_gemma":[0.4929757,0.003172513,0.4575779,0.009506581,0.002223187,0.0004472423,0.001718442,0.001824714,0.03055365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01486706,"threshold_uncertainty_score":0.04973531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1888446546","doi":"10.5964/bioling.8767","title":"The Biolinguistics Network","year":2010,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Language and cultural evolution","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":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Cognitive science; Linguistics; Artificial intelligence; Psychology; Philosophy","authors":[{"name":"Anna Maria Di Sciullo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009225677287515874,"gpt":0.304607549918157,"spread":0.2953818726306411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007229426,0.0008920366,0.0008192718,0.007676205,0.002754736,0.009862644,0.002010614,0.002670306,0.1406499],"category_scores_gemma":[0.03234565,0.0007654027,0.0004566691,0.01206288,0.001955938,0.008749871,0.007529753,0.002913913,0.07573559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581038,"about_ca_system_score_gemma":0.007112827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268617,"about_ca_topic_score_gemma":0.004117673,"domain_scores_codex":[0.9946503,0.002096482,0.0004943502,0.001016653,0.001364612,0.0003775873],"domain_scores_gemma":[0.9769793,0.008612709,0.001667491,0.003295354,0.003917067,0.005528045],"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":[0.00008817021,0.00001776594,0.001209876,0.0005008427,0.00002486715,0.0001336344,0.0006536308,0.0005033688,0.0005956398,0.0637516,0.7223583,0.2101624],"study_design_scores_gemma":[0.000002182286,0.000002207118,0.0003065496,0.0001135614,0.000002411417,0.00005060855,0.00006522966,0.0001379834,0.00004959643,0.007993798,0.9912683,0.000007597378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005695794,0.05387985,0.04200794,0.1823519,0.01374569,0.0002269505,0.04099276,0.01147547,0.6496235],"genre_scores_gemma":[0.09182659,0.09363925,0.06809688,0.02773085,0.01042434,0.001206131,0.1139959,0.01137261,0.5817075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1406499,"threshold_uncertainty_score":0.4705209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404194317","doi":"10.5964/bioling.15915","title":"Metatheoretical linguistics: A philosopher’s guide","year":2024,"lang":"en","type":"article","venue":"Biolinguistics","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Templeton World Charity Foundation; Cambridge Trust","keywords":"Linguistics; Applied linguistics; Cognitive science; Philosophy; Clinical linguistics; Computer science; Psychology","authors":[{"name":"Konstantinos Voudouris","is_ca":false},{"name":"Niall Roe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03978746667226057,"gpt":0.2834361222548202,"spread":0.2436486555825596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00779741,0.001488147,0.001429681,0.004355303,0.002944867,0.006058274,0.003030384,0.004992167,0.0182755],"category_scores_gemma":[0.01314031,0.001524256,0.00117516,0.004941177,0.0116439,0.01658215,0.004820941,0.0177171,0.02062093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295623,"about_ca_system_score_gemma":0.004523557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749922,"about_ca_topic_score_gemma":0.00329166,"domain_scores_codex":[0.9958942,0.002071636,0.0003060507,0.0003431906,0.001226258,0.0001586388],"domain_scores_gemma":[0.9923515,0.005516495,0.0002109131,0.0006854051,0.0009884598,0.0002472136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008927671,0.0000460397,0.00005963801,0.0002249944,0.00001298488,0.00009876364,0.001755835,0.0003759236,0.000172427,0.6725315,0.2864093,0.03830369],"study_design_scores_gemma":[0.000007242072,0.000006597743,0.00003545963,0.000308717,0.000002153349,0.0001247694,0.0002676851,0.0002581973,0.00004733159,0.3108778,0.6880544,0.000009610542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0009464385,0.1392583,0.2579532,0.2884113,0.01338078,0.0003803715,0.00148345,0.00206323,0.2961228],"genre_scores_gemma":[0.03998172,0.1758897,0.404576,0.118884,0.02133628,0.002838447,0.002483028,0.00495597,0.2290548],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0182755,"threshold_uncertainty_score":0.06113762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}