{"meta":{"query_hash":"62d324cf4b28","filters":{"venue":"Glossa."},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/62d324cf4b28","api":"https://metacan.xera.ac/api/v1/cohort?venue=Glossa."},"results":[{"id":"W2965308454","doi":"10.61989/021mpw15","title":"La dyspraxie verbale chez l'enfant : identification, évaluation et intervention","year":2010,"lang":"en","type":"article","venue":"Glossa.","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Quebec Rehabilitation Research Network","funders":"","keywords":"Political science","score_opus":0.022907470067704792,"score_gpt":0.3734662196448604,"score_spread":0.3505587495771556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965308454","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":[0.9371019,0.000033943525,0.00034222868,0.0029901743,0.00095579756,0.00012668855,0.000004226861,0.00013119169,0.05831383],"genre_scores_gemma":[0.9953821,0.00002493793,0.00043953749,0.00006946467,0.00043021629,0.00003078563,0.000044347584,0.000007835628,0.003570813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99883306,0.00036098942,0.00019823153,0.00017281288,0.0002830481,0.00015183358],"domain_scores_gemma":[0.99937177,0.00013271056,0.00011722977,0.00015612112,0.00016406698,0.000058097317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041878494,0.00005815601,0.00006333904,0.000059828213,0.0003768674,0.00023320426,0.00014642204,0.00010912502,0.00038518955],"category_scores_gemma":[0.0011139945,0.00006481197,0.000052834836,0.0001858849,0.00013809626,0.00024483178,0.000015591017,0.00019363048,0.0002018851],"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":[0.000022171049,0.0008670898,0.06908207,0.00009458687,0.000047236244,0.0000029397029,0.10622895,0.000009650431,0.061512385,0.41045883,0.025873842,0.32580024],"study_design_scores_gemma":[0.00060888234,0.000030618285,0.6222757,0.00011361084,0.000054085955,0.0000062118825,0.018332055,0.0001543864,0.003973834,0.0180002,0.3361081,0.0003423256],"about_ca_topic_score_codex":0.0013820367,"about_ca_topic_score_gemma":0.0034953137,"teacher_disagreement_score":0.5531936,"about_ca_system_score_codex":0.000043739572,"about_ca_system_score_gemma":0.00016813198,"threshold_uncertainty_score":0.42175555},"labels":[],"label_agreement":null},{"id":"W4396666081","doi":"10.61989/00tnjs80","title":"Le voyage d’Alice : un texte standardisé pour l’évaluation de la parole et de la voix en Français.","year":2023,"lang":"en","type":"article","venue":"Glossa.","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; McGill University; Sunnybrook Hospital; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Reading (process); Fluency; Alice (programming language); Protocol (science); Set (abstract data type); Computer science; USable; Singing; Speech recognition; Linguistics; Natural language processing; Psychology; Multimedia; Mathematics education; Medicine","score_opus":0.017887559881686374,"score_gpt":0.38713521456738986,"score_spread":0.3692476546857035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396666081","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":[0.83862823,0.00027634067,0.0008443041,0.0023391522,0.00013927586,0.00013757432,0.00011750761,0.00012974851,0.15738787],"genre_scores_gemma":[0.9914232,0.00011627146,0.00032910972,0.00042589134,0.00013156259,0.00007563673,0.000039323517,0.000032950462,0.0074260714],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969146,0.0019161757,0.00016565231,0.00028143192,0.00022413554,0.0004979617],"domain_scores_gemma":[0.99827945,0.0011564246,0.00003934789,0.00035723194,0.000055676657,0.00011185903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040515615,0.00012250412,0.00016154743,0.00012378425,0.00016717271,0.000065836386,0.00028155246,0.00031428275,0.0008931152],"category_scores_gemma":[0.0003097782,0.0001282454,0.0000702796,0.00032900946,0.0001886189,0.00003771426,0.00010944307,0.0004910216,0.0015598496],"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":[0.00067353644,0.0009251423,0.14665256,0.00007354732,0.0007422921,0.0009086727,0.11584805,0.0008544396,0.07526508,0.09077173,0.48913643,0.078148514],"study_design_scores_gemma":[0.0013322126,0.000066750625,0.788809,0.000010023331,0.000020520934,0.000051365936,0.0004854414,0.00040987422,0.0015735559,0.029801829,0.1772876,0.00015183067],"about_ca_topic_score_codex":0.0026463673,"about_ca_topic_score_gemma":0.00011458184,"teacher_disagreement_score":0.6421564,"about_ca_system_score_codex":0.000040551844,"about_ca_system_score_gemma":0.0005373536,"threshold_uncertainty_score":0.99921757},"labels":[],"label_agreement":null},{"id":"W4401205493","doi":"10.61989/37my4s19","title":"Emploi du terme « Trouble développemental du langage » par les orthophonistes œuvrant en contexte linguistique minoritaire francophone.","year":2024,"lang":"en","type":"article","venue":"Glossa.","topic":"Language Development and Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Terminology; French; Context (archaeology); Psychology; Term (time); Multidisciplinary approach; Medicine; Linguistics; Sociology; History; Social science","score_opus":0.009105592634307354,"score_gpt":0.28032586035979207,"score_spread":0.2712202677254847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401205493","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":[0.9430341,0.005591731,0.00026146835,0.0016087672,0.004378964,0.0003655209,0.00009322211,0.00049301144,0.044173222],"genre_scores_gemma":[0.9910413,0.00009725329,0.0004591906,0.0004410884,0.0010517187,0.00011367496,0.000185709,0.00006242828,0.0065476354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823165,0.00014034865,0.00037216267,0.00054286025,0.0002158974,0.0004970671],"domain_scores_gemma":[0.9992832,0.00019270944,0.000056832883,0.00029920068,0.000050552448,0.00011750556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003504144,0.0003165917,0.00029753282,0.00012673557,0.00031808147,0.00014705824,0.00028143995,0.00021075702,0.0037815513],"category_scores_gemma":[0.00010235914,0.00027690514,0.00016500156,0.0002757859,0.00013797062,0.000090387395,0.00008980868,0.00030381753,0.002151962],"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":[0.00041637957,0.00054723973,0.58854806,0.00036691877,0.0008452214,0.0063972715,0.070827745,0.0000019349395,0.002573019,0.006914587,0.22242433,0.10013728],"study_design_scores_gemma":[0.0043958095,0.00034357802,0.5018936,0.00031986754,0.00011651229,0.00029240892,0.020752335,0.00005150036,0.0014422861,0.0015170798,0.46739337,0.0014816897],"about_ca_topic_score_codex":0.0017733576,"about_ca_topic_score_gemma":0.0008935047,"teacher_disagreement_score":0.24496904,"about_ca_system_score_codex":0.000074290576,"about_ca_system_score_gemma":0.00010137754,"threshold_uncertainty_score":0.9999683},"labels":[],"label_agreement":null},{"id":"W4403706207","doi":"10.61989/hnafgq13","title":"Editorial Glossa 141.","year":2024,"lang":"es","type":"article","venue":"Glossa.","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Engineering ethics; Engineering","score_opus":0.013183420405494943,"score_gpt":0.2514488932108915,"score_spread":0.23826547280539653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403706207","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007211461,0.032756314,0.000017262088,0.000625101,0.4512046,0.00013561898,0.0006216716,0.0002843524,0.5136339],"genre_scores_gemma":[0.31681454,0.0005711813,0.000029687315,0.000120294615,0.6250222,0.000015102661,0.000038661,0.000052593354,0.057335805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816155,0.0000424443,0.00036595095,0.00045368806,0.0004993163,0.0004770635],"domain_scores_gemma":[0.99912804,0.00019343314,0.00004865959,0.00027616834,0.00021643416,0.00013724055],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002123979,0.00032550984,0.00035335196,0.00011155802,0.00071026944,0.0017191549,0.00022107996,0.00016043565,0.0038420048],"category_scores_gemma":[0.0002660502,0.0002687657,0.00025746366,0.00007838906,0.00037399755,0.00008684779,0.0001297577,0.00044002404,0.0032084356],"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":[0.000011624488,0.000040682204,0.000008599953,0.00022407214,0.00012208325,0.00009077437,0.0071286513,3.4942656e-7,0.000007136322,0.43793377,0.5519243,0.0025079867],"study_design_scores_gemma":[0.0001536557,0.00013740193,0.000014143437,0.0002524588,0.00018235142,0.0000020451112,0.0006121944,0.00006127673,0.0000047484436,0.0025410976,0.9956747,0.00036388787],"about_ca_topic_score_codex":0.00065102126,"about_ca_topic_score_gemma":0.00008926943,"teacher_disagreement_score":0.4562981,"about_ca_system_score_codex":0.0001578104,"about_ca_system_score_gemma":0.00011227775,"threshold_uncertainty_score":0.99997646},"labels":[],"label_agreement":null},{"id":"W4405863156","doi":"10.61989/z4dt9f61","title":"Tâche pour l’évaluation de la production et la compréhension de syntagmes nominaux complexes impliquant l’accord en genre en français.","year":2024,"lang":"en","type":"article","venue":"Glossa.","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":"Université de Montréal","funders":"","keywords":"Political science","score_opus":0.03693430244933058,"score_gpt":0.33346815762750065,"score_spread":0.29653385517817005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405863156","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":[0.92329663,0.00092729885,0.0008353684,0.0024111615,0.0005316515,0.00016505634,0.000066422464,0.00019207285,0.07157435],"genre_scores_gemma":[0.99364454,0.00018619532,0.00077929534,0.00018897538,0.0021753386,0.000020831234,0.000086382046,0.000029927554,0.002888542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871564,0.00035435817,0.0002251131,0.0002798531,0.00020099927,0.00022401277],"domain_scores_gemma":[0.99918395,0.00040658494,0.000050549494,0.00018987064,0.00011158597,0.000057483634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012128187,0.00016401021,0.00019317296,0.0001350956,0.00023954976,0.0005110949,0.00011817389,0.000081976425,0.0006274969],"category_scores_gemma":[0.00024342997,0.00013719773,0.00013103643,0.000051041014,0.00012173724,0.00011997522,0.00005316465,0.00021564565,0.00017187755],"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":[0.00004977263,0.00023792448,0.0035947862,0.0002464242,0.0003117778,0.0000967573,0.060335472,0.0007561351,0.008773657,0.8842819,0.02757372,0.013741675],"study_design_scores_gemma":[0.0005976894,0.00014676798,0.03315377,0.00048019513,0.001228483,0.00011931141,0.01884648,0.03666174,0.003439596,0.09718309,0.80722296,0.00091993395],"about_ca_topic_score_codex":0.0017941088,"about_ca_topic_score_gemma":0.0006653375,"teacher_disagreement_score":0.7870988,"about_ca_system_score_codex":0.000068185545,"about_ca_system_score_gemma":0.00017178948,"threshold_uncertainty_score":0.6870651},"labels":[],"label_agreement":null},{"id":"W4411796997","doi":"10.61989/m7jkds58","title":"La description d’image chez les adultes neurotypiques bilingues : analyse de la performance selon la langue utilisée.","year":2025,"lang":"en","type":"article","venue":"Glossa.","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.0178923035978645,"score_gpt":0.33957892164182396,"score_spread":0.3216866180439595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411796997","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":[0.8361787,0.00084350025,0.0012515513,0.00033135503,0.00011635973,0.000115046525,0.0000034509176,0.0003230663,0.16083692],"genre_scores_gemma":[0.97777003,0.00045608313,0.017032877,0.00014650782,0.000176432,0.000021184338,0.000008540171,0.000015186239,0.004373157],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99567556,0.0032947992,0.00018586896,0.00028044984,0.00022787857,0.00033546085],"domain_scores_gemma":[0.9984971,0.0010056978,0.00008332364,0.00022754514,0.000108283064,0.000078004494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003581503,0.0001483177,0.00018640357,0.00016835402,0.00043959063,0.00025558623,0.0003344088,0.0002492568,0.00014526979],"category_scores_gemma":[0.0029793472,0.00014186988,0.00008725791,0.00058637164,0.000667316,0.00026173462,0.00006756252,0.0004461479,0.000019596911],"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":[0.00005861625,0.00017442963,0.41096446,0.00020195208,0.00007881595,0.00010977779,0.051021233,0.00009618868,0.029363614,0.007491185,0.0036916789,0.49674803],"study_design_scores_gemma":[0.00074780424,0.00009520502,0.6166291,0.00053255516,0.0001826342,0.000016152793,0.02040781,0.0031102407,0.022886636,0.0023707051,0.33235404,0.0006670811],"about_ca_topic_score_codex":0.0065935757,"about_ca_topic_score_gemma":0.001985834,"teacher_disagreement_score":0.49608096,"about_ca_system_score_codex":0.00011216578,"about_ca_system_score_gemma":0.0002273311,"threshold_uncertainty_score":0.9967558},"labels":[],"label_agreement":null}]}