{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"699e7bc5e093","filters":{"venue":"Langages"}},"results":[{"id":"W4241686630","doi":"10.3406/lgge.2005.976","title":"La socioterminologie","year":2005,"lang":"en","type":"article","venue":"Langages","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Field (mathematics); Sociology; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07010397495989736,"gpt":0.2712536218663937,"spread":0.2011496469064963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006121214,0.00005650898,0.00007346486,0.00002304586,0.0001899799,0.00003954212,0.0000739555,0.00002892388,0.0005919678],"category_scores_gemma":[0.00005804089,0.00004187339,0.00002811959,0.000003426465,0.0002201138,0.00002670462,0.00003770052,0.0001034371,0.0003494764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007491337,"about_ca_system_score_gemma":0.00000493557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003110944,"about_ca_topic_score_gemma":0.0002644971,"domain_scores_codex":[0.9996886,0.00002343325,0.00006118905,0.00007640045,0.00003590724,0.0001144417],"domain_scores_gemma":[0.9997675,0.0001002298,0.00001931986,0.00007856889,0.00002208925,0.00001223798],"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":[0.000002323177,0.00004471865,0.002133132,0.000009612681,0.00005049816,0.00003870614,0.02608318,4.505814e-7,0.00001563957,0.8643502,0.04210559,0.06516597],"study_design_scores_gemma":[0.00008176429,0.00001300315,0.001593124,0.000003153944,0.00000927495,0.00000220379,0.001240387,0.000005141669,0.00007700901,0.002521606,0.9943879,0.00006539532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2331788,0.0006534553,0.000002414042,0.002544111,0.0003467199,0.0000312082,0.00001487858,0.0001713641,0.7630571],"genre_scores_gemma":[0.9780514,0.00004809157,0.000126284,0.0005378709,0.001297001,0.000004981253,0.000002853592,0.000006038018,0.01992542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9522824,"threshold_uncertainty_score":0.6481633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243758680","doi":"10.3917/lang.158.0066","title":"Le statut lexical des consonnes de liaison","year":2005,"lang":"fr","type":"article","venue":"Langages","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Allomorph; Linguistics; Morphophonology; Phonology; Computer science; Lexical item; Constraint (computer-aided design); Mathematics; Philosophy; Morpheme","retraction":null,"screen_n_in":null,"score":{"opus":0.06304756270270101,"gpt":0.400332035583722,"spread":0.337284472881021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006160374,0.0001543512,0.0002182791,0.00007512472,0.0002539508,0.00005356659,0.0002637813,0.0003547966,0.003557374],"category_scores_gemma":[0.0001488934,0.0001634004,0.00007916086,0.0001311409,0.0008591204,0.00006505496,0.00008591058,0.0007444138,0.003319608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300641,"about_ca_system_score_gemma":0.0003478613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257719,"about_ca_topic_score_gemma":0.002546853,"domain_scores_codex":[0.9978623,0.0007479221,0.0001812184,0.0002858565,0.0001071767,0.0008155465],"domain_scores_gemma":[0.998899,0.0004949305,0.0000380841,0.0003094699,0.00004876764,0.0002097352],"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":[0.0003339979,0.001926209,0.0535712,0.0001977183,0.0004097748,0.0005059692,0.04193893,0.00005357113,0.01511746,0.2178582,0.4308175,0.2372694],"study_design_scores_gemma":[0.001006214,0.0002420269,0.1236942,0.00004785468,0.00002518223,0.0001659751,0.001052931,0.00008184412,0.005224213,0.007014438,0.8612257,0.000219407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558928,0.04983833,0.0003196312,0.03309484,0.0006947636,0.0001373777,0.0001190699,0.00007533627,0.1598278],"genre_scores_gemma":[0.9073285,0.001735798,0.002104799,0.0009637591,0.0008970529,0.00002027007,0.00001571987,0.00003284164,0.08690129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304082,"threshold_uncertainty_score":0.9974564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988577453","doi":"10.3917/lang.192.0029","title":"Langue maternelle et langue seconde : approche par l'observation gestuelle","year":2013,"lang":"fr","type":"article","venue":"Langages","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":7,"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":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.05422327810624823,"gpt":0.3235193757413937,"spread":0.2692960976351454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004916648,0.0001998923,0.0002067141,0.00006231424,0.0001384915,0.0001029278,0.0003481332,0.0002816671,0.008505242],"category_scores_gemma":[0.00005452715,0.0001998004,0.00007067787,0.0001412786,0.00006867472,0.0002538156,0.0001338456,0.0004780761,0.01157149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327236,"about_ca_system_score_gemma":0.00002308859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105385,"about_ca_topic_score_gemma":0.0003591797,"domain_scores_codex":[0.9981738,0.0007750444,0.0002671574,0.000272691,0.0001309557,0.0003803758],"domain_scores_gemma":[0.998803,0.0002124348,0.0001127905,0.0007100525,0.00006078816,0.0001009965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002392839,0.000992434,0.09632046,0.000353855,0.0002340556,0.00002521043,0.03735484,0.00002887239,0.01730145,0.03443285,0.7710363,0.04189575],"study_design_scores_gemma":[0.0006277984,0.0001049543,0.6568782,0.0001042856,0.00003616702,0.00001519089,0.004227045,0.000323109,0.0009505777,0.003512515,0.3329249,0.0002952159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383744,0.004033539,0.0002058055,0.02366351,0.0008472799,0.0004587563,0.00001914321,0.0002099571,0.1321876],"genre_scores_gemma":[0.8531204,0.0003121052,0.00153658,0.002429668,0.000294631,0.0001723072,0.0002587927,0.00004972844,0.1418258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5605578,"threshold_uncertainty_score":0.9955316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386937195","doi":"10.3917/lang.230.0021","title":"Qualité vocale et enseignement de la phonétique comme point de convergence épistémologique","year":2023,"lang":"fr","type":"article","venue":"Langages","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.08945405553469962,"gpt":0.450953096024976,"spread":0.3614990404902764,"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":[0.007950865,0.0002382601,0.0003228166,0.0001420129,0.0001894316,0.00005799573,0.0004827508,0.0006837579,0.005234656],"category_scores_gemma":[0.0005950216,0.0002507457,0.0001213651,0.0003530776,0.000594563,0.00003632658,0.0002710243,0.001464726,0.003716947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929611,"about_ca_system_score_gemma":0.000352916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009187305,"about_ca_topic_score_gemma":0.0006607843,"domain_scores_codex":[0.9888517,0.009181597,0.0003153105,0.0004198247,0.000169768,0.001061807],"domain_scores_gemma":[0.9957533,0.003313542,0.00008728748,0.0005484429,0.00005442096,0.0002430164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001562065,0.0006551472,0.02777265,0.000251115,0.0003087869,0.002330537,0.09183776,0.0000534275,0.03301631,0.0428984,0.7964706,0.004249013],"study_design_scores_gemma":[0.001618991,0.0006717725,0.6366183,0.0001453111,0.0000503136,0.0005167563,0.006179486,0.0007512938,0.01388101,0.1022282,0.2367556,0.00058297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027411,0.004895293,0.002125419,0.04535422,0.001386047,0.0003675513,0.0003180614,0.0002721014,0.04254026],"genre_scores_gemma":[0.9380009,0.004216468,0.0008349202,0.005488143,0.000216111,0.0001476562,0.00008214264,0.00005359173,0.05096005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6088457,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281750085","doi":"10.3917/lang.226.0083","title":"Une ou deux périphrases à valeur progressive en français québécois de tous les jours ? ‹ Être après  INF› et ‹ être en train de  INF›","year":2022,"lang":"fr","type":"article","venue":"Langages","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; Philosophy; Art; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03064046448177909,"gpt":0.2824018813130925,"spread":0.2517614168313134,"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":[0.0009143574,0.000422267,0.0005278254,0.0001962772,0.001521338,0.0004753634,0.000519667,0.0001527999,0.005618506],"category_scores_gemma":[0.0005675102,0.0004039854,0.0003982744,0.000170496,0.0002544276,0.0001555888,0.0002572949,0.0009582381,0.0000562168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965541,"about_ca_system_score_gemma":0.0004754951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2802061,"about_ca_topic_score_gemma":0.1522074,"domain_scores_codex":[0.9968801,0.00101314,0.0004540845,0.0004353768,0.0004656623,0.0007516739],"domain_scores_gemma":[0.9982176,0.0007542034,0.0002588289,0.0004033621,0.0001404575,0.0002254826],"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":[0.0001042101,0.001411373,0.04915813,0.0005696549,0.001592566,0.004362149,0.5036744,0.003515526,0.0001019608,0.2810159,0.1172181,0.037276],"study_design_scores_gemma":[0.0006156871,0.0003093546,0.009025281,0.0001745786,0.0009555097,0.00009880558,0.1045837,0.0005895022,0.00009922632,0.003924821,0.8789893,0.000634185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034648,0.07173875,0.0001090738,0.03061222,0.001076481,0.0004780538,0.003571664,0.0002908853,0.08865813],"genre_scores_gemma":[0.9284922,0.00148129,0.0004661689,0.001643389,0.003195509,0.0001451712,0.0003177977,0.00009744577,0.06416105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617713,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215741750","doi":"10.3917/lang.224.0025","title":"Élaboration du corpus DEMOCRAT : procédures d’annotation et d’évaluation","year":2021,"lang":"fr","type":"article","venue":"Langages","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"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":"Agence Nationale de la Recherche","keywords":"Humanities; Philosophy; Annotation; Computer science; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.04037754227829086,"gpt":0.2941102141943758,"spread":0.253732671916085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004937819,0.000150696,0.0001794164,0.00006286991,0.0005266451,0.0005786489,0.00005970521,0.00008136563,0.002722914],"category_scores_gemma":[0.0006665985,0.0001467271,0.00009333096,0.00009730388,0.0000932029,0.0002331877,0.00002939551,0.0001647512,0.0002138938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004167043,"about_ca_system_score_gemma":0.0002727043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091385,"about_ca_topic_score_gemma":0.006620306,"domain_scores_codex":[0.9986722,0.0003747866,0.0002634287,0.0002406955,0.0002694761,0.0001793537],"domain_scores_gemma":[0.9987492,0.0001549649,0.0001435187,0.0001763786,0.0007247432,0.00005121293],"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":[0.00001027484,0.0002108283,0.003333016,0.0001212063,0.0001438096,0.00008480523,0.01582806,0.0005886903,0.0003422355,0.9438729,0.0279769,0.007487324],"study_design_scores_gemma":[0.0003949768,0.00008091761,0.01026276,0.0001695632,0.0007651479,0.0000110766,0.007381068,0.00673599,0.002462893,0.0282389,0.9430902,0.0004065028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2591926,0.05489371,0.002179781,0.07721121,0.006829561,0.0004475476,0.0007495849,0.000217451,0.5982786],"genre_scores_gemma":[0.9024892,0.003050191,0.000501903,0.001230111,0.004963251,0.00002009901,0.001217287,0.00002959504,0.08649831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.915634,"threshold_uncertainty_score":0.9981887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281985096","doi":"10.3917/lang.226.0069","title":"La dynamique de la variation pronominale : micro-diachronie des formes simples et complexes en français montréalais","year":2022,"lang":"fr","type":"article","venue":"Langages","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01593328908617436,"gpt":0.2978925834816631,"spread":0.2819592943954888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002802156,0.0001497619,0.0002115304,0.00007099246,0.001112884,0.0001037359,0.0002584946,0.0001704758,0.002579174],"category_scores_gemma":[0.000821465,0.0001659456,0.00009323256,0.0001872776,0.0004450842,0.000122979,0.0001522353,0.0004388776,0.00004919833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004245073,"about_ca_system_score_gemma":0.0003543342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04631624,"about_ca_topic_score_gemma":0.01065599,"domain_scores_codex":[0.9948847,0.00410953,0.0002188765,0.0002418269,0.000171108,0.0003739002],"domain_scores_gemma":[0.997384,0.002206776,0.0001345755,0.0001368542,0.0000488931,0.00008893535],"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":[0.00003985875,0.0004654957,0.0413223,0.0001451795,0.0001481214,0.00009442497,0.370602,0.0009968784,0.003167017,0.5484648,0.01275925,0.02179464],"study_design_scores_gemma":[0.0005500009,0.0001098363,0.240072,0.00002304847,0.00009074678,0.00004959387,0.01487297,0.0008842623,0.0001499013,0.02681649,0.7161169,0.000264261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364969,0.007348475,0.008925951,0.01311404,0.001330566,0.0006609306,0.0006658385,0.0002446159,0.1312126],"genre_scores_gemma":[0.985429,0.0005018692,0.00684014,0.0005977988,0.000340561,0.0001111229,0.00008132479,0.00002520073,0.00607292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7033576,"threshold_uncertainty_score":0.9983326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981192666","doi":"10.3917/lang.215.0073","title":"L’augment clitique le dans le français du Poitou à la fin du XVI e  et au début du XVII e  siècle : un effet du substrat ?","year":2019,"lang":"fr","type":"article","venue":"Langages","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.009537354188079633,"gpt":0.2064287658845546,"spread":0.1968914116964749,"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":[0.000799566,0.0004308803,0.0005674645,0.00007313153,0.001602411,0.0002563709,0.0003185233,0.0001947407,0.001553089],"category_scores_gemma":[0.0003756034,0.0003913382,0.0002665694,0.00006496426,0.0005348512,0.0001073535,0.0001858899,0.0005373938,0.0005730623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416376,"about_ca_system_score_gemma":0.0001412097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07273104,"about_ca_topic_score_gemma":0.02067637,"domain_scores_codex":[0.9976482,0.000497679,0.0004495127,0.000481381,0.0003026636,0.0006205098],"domain_scores_gemma":[0.9982842,0.0008382488,0.0001538627,0.000386115,0.0001624717,0.0001751102],"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":[0.0000345896,0.0005167927,0.02008684,0.0002830018,0.0001923043,0.0004428152,0.1204099,0.00003445962,0.0001453861,0.8244896,0.03250522,0.0008590605],"study_design_scores_gemma":[0.001074549,0.0002418143,0.02752546,0.0001560635,0.0001020196,0.00002012601,0.01099565,0.00008719904,0.000382414,0.00109035,0.9577855,0.0005388549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4098498,0.009493615,0.00009552533,0.0133389,0.004413847,0.0003776095,0.0007519005,0.0001683525,0.5615105],"genre_scores_gemma":[0.9528143,0.001672533,0.0001018917,0.0007341755,0.004551668,0.00003865129,0.0001146422,0.00007868275,0.03989341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9252803,"threshold_uncertainty_score":0.9998538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967588452","doi":"10.3917/lang.196.0037","title":"La réanalyse syntaxique et le conflit formaliste-fonctionnaliste en linguistique","year":2014,"lang":"fr","type":"article","venue":"Langages","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.01997747774633016,"gpt":0.3028491726775039,"spread":0.2828716949311738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001662774,0.0003034138,0.0004445843,0.0001469394,0.0005982585,0.0006572852,0.0002484641,0.0002171477,0.001810801],"category_scores_gemma":[0.001126666,0.0002829806,0.0003386539,0.00006008615,0.0003751701,0.0001494424,0.00008572379,0.0005589808,0.0002609797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004744742,"about_ca_system_score_gemma":0.0001294952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03071827,"about_ca_topic_score_gemma":0.01150455,"domain_scores_codex":[0.9976462,0.0009656834,0.0004317986,0.0003402233,0.0002378534,0.0003782101],"domain_scores_gemma":[0.9981219,0.0007895741,0.0002142255,0.0004164042,0.0002959118,0.0001619886],"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":[0.00001246228,0.000147936,0.0003838136,0.0001921445,0.0003050299,0.00005588873,0.00596114,0.0001330568,0.00001479307,0.9844012,0.007430871,0.0009616205],"study_design_scores_gemma":[0.0003712693,0.00006707651,0.0004369686,0.0001533325,0.0005186821,0.0000159163,0.003541938,0.001412053,0.0001269332,0.01130476,0.9816714,0.0003796522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005496798,0.007094061,0.001990976,0.01299495,0.001419107,0.0001233773,0.0003093165,0.0001242588,0.9704471],"genre_scores_gemma":[0.8862132,0.0008572247,0.0002448721,0.001431879,0.005663477,0.00001754952,0.0001542294,0.00005028886,0.1053672],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9742405,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173902651","doi":"10.3917/lang.222.0077","title":"La compétence interculturelle et l’humour comme stratégie dans le contexte du management international","year":2021,"lang":"fr","type":"article","venue":"Langages","topic":"Humor Studies and Applications","field":"Psychology","cited_by":2,"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":"Humanities; Political science; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04762858098270522,"gpt":0.3532211627091608,"spread":0.3055925817264556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003374274,0.0001711536,0.0001980065,0.00002496431,0.0003104325,0.0001034822,0.0003454588,0.00009583468,0.001160169],"category_scores_gemma":[0.00002152198,0.0001749912,0.0001081592,0.0001165056,0.0002342965,0.00004051827,0.0003071695,0.0004133979,0.0006753244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005068656,"about_ca_system_score_gemma":0.00002133221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006505475,"about_ca_topic_score_gemma":0.001259615,"domain_scores_codex":[0.9986152,0.0004248472,0.0002328381,0.0003483696,0.0001309052,0.000247813],"domain_scores_gemma":[0.9992315,0.0002216921,0.00008095499,0.0003334738,0.00006560632,0.00006679893],"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":[0.000008697465,0.000654945,0.001467426,0.00004275752,0.0004318848,0.0004745953,0.01288279,0.00001794392,0.0005720458,0.7605596,0.2150633,0.00782396],"study_design_scores_gemma":[0.0007534689,0.00002205652,0.02681164,0.000102264,0.00004701421,0.0001237423,0.06798157,0.00004293113,0.000159482,0.001633684,0.9021463,0.0001757838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01313566,0.004384301,0.005130336,0.1248521,0.001492478,0.0001832338,0.000328382,0.00007219691,0.8504213],"genre_scores_gemma":[0.8828131,0.003214488,0.001800801,0.002945482,0.0002777874,0.00007615659,0.0001766775,0.00002437548,0.1086711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8696774,"threshold_uncertainty_score":0.9997529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281759171","doi":"10.3917/lang.225.0065","title":"Statut phraséologique de quelques séquences émergentes en français parlé préfaçant une scène recréée","year":2022,"lang":"fr","type":"article","venue":"Langages","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":1,"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; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02197339373287555,"gpt":0.3075727043946115,"spread":0.285599310661736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002046285,0.0003912381,0.0004923405,0.0001909207,0.0006067692,0.00007423235,0.0005412143,0.0003068284,0.0203012],"category_scores_gemma":[0.0003495294,0.0003799044,0.0002368188,0.0005795788,0.000287187,0.0001726217,0.0002010433,0.001333565,0.0007256054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655269,"about_ca_system_score_gemma":0.0002054307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04124937,"about_ca_topic_score_gemma":0.003182849,"domain_scores_codex":[0.9929644,0.004555782,0.0004937034,0.0006932534,0.0003852209,0.0009076546],"domain_scores_gemma":[0.998155,0.0008186206,0.0002327975,0.0005286327,0.00007926375,0.0001856746],"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":[0.0009375542,0.003644919,0.08337144,0.0007259749,0.00191129,0.004793222,0.2694677,0.0002053871,0.02444398,0.0918953,0.2621972,0.2564061],"study_design_scores_gemma":[0.00191985,0.001616448,0.06118154,0.0001928849,0.0005525797,0.00056618,0.1079049,0.0000769304,0.008371351,0.03379413,0.7825724,0.001250798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7685453,0.1082897,0.0009793055,0.02152303,0.005294363,0.0008352585,0.001249181,0.000496634,0.09278732],"genre_scores_gemma":[0.9387819,0.005680472,0.001754355,0.004437362,0.001035101,0.0003808145,0.0003672389,0.00008377257,0.04747904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5203753,"threshold_uncertainty_score":0.9998653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980783715","doi":"10.3917/lang.215.0107","title":"Des dialectes primaires aux dialectes secondaires : les origines dialectales du français québécois selon les artisans de la Société du parler français au Canada","year":2019,"lang":"fr","type":"article","venue":"Langages","topic":"Canadian Identity and History","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 de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.00765223214805317,"gpt":0.2181516964855088,"spread":0.2104994643374556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007018651,0.0005221837,0.0007327932,0.0003481155,0.004567949,0.0007354149,0.00068405,0.0005353676,0.006559463],"category_scores_gemma":[0.001399241,0.000620338,0.0003459164,0.0006857049,0.002906038,0.000643853,0.0001032878,0.0007269653,0.0002135831],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003490384,"about_ca_system_score_gemma":0.01361128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997842,"about_ca_topic_score_gemma":0.9999774,"domain_scores_codex":[0.9955819,0.001322423,0.0005126198,0.000661029,0.0006469377,0.001275079],"domain_scores_gemma":[0.995681,0.002911856,0.0002978122,0.0003729517,0.0002257911,0.0005105576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002924155,0.0001462569,0.722652,0.0005010196,0.0002431556,0.0001441254,0.09573426,0.00005035514,0.0006381161,0.006627281,0.09085267,0.08238147],"study_design_scores_gemma":[0.0003035659,0.00005215085,0.3803673,0.0001645457,0.000121975,0.00001548269,0.004919433,0.00001628011,0.0002692509,0.0003322354,0.6129051,0.0005327041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028453,0.04685821,0.0000261653,0.004415045,0.002540056,0.0003610969,0.0003617959,0.0001982472,0.04239412],"genre_scores_gemma":[0.9582185,0.006720447,0.0001039643,0.0004667771,0.003022998,0.00006490639,0.00003169598,0.0000950699,0.03127566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220524,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}