{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"fb065156befb","filters":{"venue":"Cahiers de l’Urmis"}},"results":[{"id":"W1576551207","doi":"10.4000/urmis.320","title":"Le multiculturalisme canadien","year":2000,"lang":"fr","type":"article","venue":"Cahiers de l’Urmis","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science","authors":[{"name":"Denise Helly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005024369484270969,"gpt":0.1949236544922589,"spread":0.1898992850079879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002629812,0.0001323267,0.0001857814,0.0001377272,0.001824447,0.0003104036,0.0003219764,0.0004168888,0.01303408],"category_scores_gemma":[0.00008915126,0.0001947903,0.0001582835,0.0004672621,0.003083026,0.0003251411,0.000007604589,0.0003932669,0.00170029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004322844,"about_ca_system_score_gemma":0.001958324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574236,"about_ca_topic_score_gemma":0.9822946,"domain_scores_codex":[0.9983974,0.0001994434,0.0001792796,0.0002711058,0.0002169225,0.0007359261],"domain_scores_gemma":[0.9988781,0.00005214067,0.00004867084,0.0001966848,0.00005646998,0.0007679836],"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":[0.00001082766,0.00007662415,0.000046326,0.00004536721,0.00006449257,0.0003350612,0.1564235,0.0001202349,0.00002934985,0.1464772,0.5576875,0.1386836],"study_design_scores_gemma":[0.0002816927,0.00001905101,0.0004942524,0.00002868852,0.00004896309,0.00002252413,0.004938489,0.00005540664,0.000005811655,0.0006958608,0.993148,0.0002612481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3023402,0.01089555,0.000004154091,0.03697319,0.001980826,0.0001939649,0.0001438197,0.00007128018,0.647397],"genre_scores_gemma":[0.1344794,0.001990505,0.0001213126,0.002445281,0.0007097246,0.000009628978,0.000009961681,0.00001866867,0.8602155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4354605,"threshold_uncertainty_score":0.99963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W192518390","doi":"10.4000/urmis.810","title":"Minding the Gap: Feminist perspectives on policies affecting immigrant labor in the domestic services industry in Europe","year":2009,"lang":"en","type":"article","venue":"Cahiers de l’Urmis","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Immigration; Government (linguistics); Immigration policy; Private sector; Globalization; Economics; Labour economics; Political science; Business; Economic growth; Market economy; Law","authors":[{"name":"Kerry Pannell","is_ca":false},{"name":"Meryl Altman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027745490409726,"gpt":0.3857204287716836,"spread":0.3579749383619575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001414454,0.0002115244,0.0002472153,0.0001742033,0.001202732,0.00003867165,0.000393574,0.0003561667,0.00002352348],"category_scores_gemma":[0.0006182093,0.0001235384,0.00004684149,0.001025257,0.0001863304,0.00006641589,0.00005223197,0.002743309,0.00002947996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665278,"about_ca_system_score_gemma":0.00007871076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009813927,"about_ca_topic_score_gemma":0.0009372883,"domain_scores_codex":[0.9976541,0.0008936636,0.0003166102,0.0002633566,0.0002149832,0.0006572768],"domain_scores_gemma":[0.9978282,0.001616419,0.0001476774,0.000292198,0.00006197339,0.00005356387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006623896,0.0001194666,0.2769531,0.000082557,0.00002198667,0.00006836085,0.7100837,0.00002157247,0.0001393428,0.01013623,0.001457225,0.0008502578],"study_design_scores_gemma":[0.0005343385,0.0001050288,0.5076323,0.0004144923,0.00001749951,0.000004500383,0.4867176,0.0000120976,0.00001701031,0.0005109145,0.003901237,0.0001329828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936946,0.0009643149,8.259752e-7,0.03111777,0.0001486432,0.0005533593,0.00000977707,0.00004974002,0.03020959],"genre_scores_gemma":[0.9884282,0.0001924424,0.0000102982,0.009759367,0.0002916155,0.00006343648,0.000002561362,0.00001915035,0.001232956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306792,"threshold_uncertainty_score":0.9995574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491374925","doi":"10.4000/urmis.304","title":"anne-marie thiesse - La création des identités nationales","year":2000,"lang":"fr","type":"article","venue":"Cahiers de l’Urmis","topic":"French Urban and Social Studies","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science; Art; Sociology","authors":[{"name":"Isabelle Taboada-Leonetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02112961811308404,"gpt":0.2637081835499523,"spread":0.2425785654368683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0008296761,0.0002014119,0.0002360484,0.00006677269,0.001839911,0.00023213,0.000275893,0.0004964283,0.004636968],"category_scores_gemma":[0.0009942857,0.0002326377,0.0001777717,0.0006906306,0.003705632,0.0005712059,0.0000219255,0.0003644321,0.0005375559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114515,"about_ca_system_score_gemma":0.0002754363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348106,"about_ca_topic_score_gemma":0.003715867,"domain_scores_codex":[0.9979317,0.0004924386,0.0002609994,0.0002854763,0.0004793439,0.0005500289],"domain_scores_gemma":[0.9986487,0.0007419296,0.00008943322,0.0001268516,0.000185174,0.0002079345],"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":[0.00001739198,0.0002009757,0.001508147,0.00008330493,0.0001752782,0.00004190637,0.1249455,0.0001451678,0.00001640564,0.5948003,0.1150716,0.162994],"study_design_scores_gemma":[0.0002854645,0.0000311736,0.006570289,0.00006892486,0.00007541212,0.000002422153,0.0053957,0.0001260555,0.00003047945,0.1197951,0.8673497,0.0002692134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1921139,0.1109612,0.0003619062,0.006054084,0.001365911,0.0002206913,0.00005111065,0.0001298238,0.6887413],"genre_scores_gemma":[0.3528622,0.02970518,0.0006186059,0.0009309343,0.001304003,0.00003565948,0.00001919967,0.00002738132,0.6144968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7522781,"threshold_uncertainty_score":0.9994596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1529225782","doi":"10.4000/urmis.1261","title":"Négociations identitaires et légitimités territoriales : les Chilapos dans le Bajo Atrato en Colombie","year":2014,"lang":"fr","type":"article","venue":"Cahiers de l’Urmis","topic":"International Relations in Latin America","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Jessica Corredor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007378687117113147,"gpt":0.2926888695011472,"spread":0.2853101823840341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001608854,0.0002706577,0.0003014737,0.0001582786,0.001573329,0.000273342,0.000671527,0.0006689325,0.0005647965],"category_scores_gemma":[0.004004557,0.0003329999,0.0002641552,0.0005424556,0.002263719,0.0006334265,0.00007243176,0.000737383,0.0002620092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495531,"about_ca_system_score_gemma":0.0007117682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009510749,"about_ca_topic_score_gemma":0.005064641,"domain_scores_codex":[0.9962125,0.001577279,0.0004937549,0.0004241789,0.0007028601,0.0005894283],"domain_scores_gemma":[0.9968076,0.002054832,0.0003092514,0.0003125846,0.0002657653,0.0002499751],"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":[0.000008016673,0.0001571016,0.005795053,0.00001884785,0.0001346635,0.000005573402,0.02503623,0.0007953612,0.0003721936,0.9390731,0.02026261,0.008341187],"study_design_scores_gemma":[0.0006544744,0.0001283616,0.02039512,0.0001481094,0.0001741017,0.00001340551,0.01041805,0.002720402,0.0003829586,0.06587283,0.8985283,0.0005639183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1699342,0.00129639,0.03252164,0.05336733,0.009147568,0.0006248396,0.0002413686,0.0002140049,0.7326527],"genre_scores_gemma":[0.9187238,0.0003708171,0.005564724,0.0008626182,0.002841018,0.00008372281,0.00006179342,0.00005265495,0.0714388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8782657,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524681180","doi":"10.4000/urmis.1301","title":"Langues et migrationsLa langue et son parcours dans le temps et dans l’espace : La « communauté portugaise » à Montréal","year":2016,"lang":"fr","type":"article","venue":"Cahiers de l’Urmis","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Fabio Scetti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01362340512148465,"gpt":0.2526418482637778,"spread":0.2390184431422932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001115132,0.0003988475,0.0004512931,0.0001673229,0.0006998743,0.0004268978,0.0003703476,0.0003137066,0.0007552463],"category_scores_gemma":[0.0004458075,0.0003192967,0.0003566895,0.00009168546,0.001131018,0.0002919256,0.00008853065,0.0005186099,0.0001358634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792963,"about_ca_system_score_gemma":0.000328333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05632227,"about_ca_topic_score_gemma":0.1485975,"domain_scores_codex":[0.9975074,0.0007920589,0.0004101638,0.0003893914,0.0003203917,0.000580584],"domain_scores_gemma":[0.9978744,0.0007372571,0.0002378367,0.0006586076,0.0001934581,0.0002984371],"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":[0.00002602843,0.0003578503,0.001327622,0.00004018755,0.0002881469,0.0001968845,0.1072111,0.00007729086,0.0002867748,0.8039786,0.08542169,0.0007879198],"study_design_scores_gemma":[0.001040557,0.0001012297,0.002201698,0.000377106,0.0005566847,0.00003063806,0.08711181,0.0003301952,0.0002871131,0.008696882,0.8986514,0.0006147158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1251971,0.0154704,0.00507204,0.07232936,0.0007983134,0.000311658,0.002489568,0.000234832,0.7780968],"genre_scores_gemma":[0.7752001,0.004498252,0.0003712244,0.00218907,0.0007982428,0.00004054908,0.0003231,0.00008991866,0.2164895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8132297,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174478610","doi":"10.4000/urmis.2292","title":"Looking Back on Proposals on the Biological Aspects of Race. UNESCO, Moscow, 1964.Interview by Jean-Luc Bonniol","year":2021,"lang":"en","type":"article","venue":"Cahiers de l’Urmis","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Ethnology; Art; Political science; Sociology","authors":[{"name":"Jean Benoist","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01382163020395327,"gpt":0.2453157244324192,"spread":0.2314940942284659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004870237,0.0002499535,0.0003002548,0.00001671778,0.0001520609,0.00003611195,0.0003397388,0.0004593086,0.0001620872],"category_scores_gemma":[0.0004921199,0.000182046,0.000283113,0.0001301923,0.0004507696,0.000001861901,0.0001016449,0.0003278166,0.00004171329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005172244,"about_ca_system_score_gemma":0.0001237421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005878072,"about_ca_topic_score_gemma":0.00000881815,"domain_scores_codex":[0.9982257,0.0003755307,0.0002976193,0.0005325249,0.0001795084,0.0003890491],"domain_scores_gemma":[0.9988356,0.0001174995,0.0001373339,0.0006713427,0.0001159534,0.0001222571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007288791,0.000274967,0.0004042844,0.00007807191,0.0001971646,0.00001910963,0.0005107328,0.0000649054,0.9469581,0.001779064,0.04627989,0.003360851],"study_design_scores_gemma":[0.0005166803,0.0005790045,0.0001664758,0.00009297214,0.00002951293,0.00001196178,0.001020814,0.0000487141,0.8836969,0.0005779339,0.1129958,0.0002633251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755748,0.007030921,0.0005806576,0.002981661,0.0002612678,0.0003464325,0.00006482132,0.0000150588,0.01314441],"genre_scores_gemma":[0.9860952,0.004874699,0.0003257746,0.004377762,0.000237342,0.00002349354,0.00009262832,0.00003789807,0.003935181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06671587,"threshold_uncertainty_score":0.7423622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}