{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":407,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":407,"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":"bde14d00faa6","filters":{"venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)"}},"results":[{"id":"W172912957","doi":"","title":"Impact du remplacement des conduites d'aqueduc sur le nombre annuel de bris.","year":2000,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Water resources management and optimization","field":"Engineering","cited_by":8,"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; Philosophy","authors":[{"name":"Geneviève Pelletier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05931509816221315,"gpt":0.2844091301218245,"spread":0.2250940319596114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002697248,0.0005918631,0.0003614047,0.0004514189,0.001013713,0.002695229,0.0006037637,0.0007381651,0.0003735786],"category_scores_gemma":[0.002148894,0.0006600444,0.0004042092,0.001095419,0.001754447,0.004080726,0.0001361332,0.0009081393,0.0002641221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007261045,"about_ca_system_score_gemma":0.003791953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008683232,"about_ca_topic_score_gemma":0.00006817705,"domain_scores_codex":[0.995856,0.0007012269,0.0006842455,0.0007683209,0.001079118,0.0009111091],"domain_scores_gemma":[0.9974323,0.000738324,0.0001519112,0.0003377548,0.0008378793,0.000501827],"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":[0.0001485361,0.0008339208,0.008700666,0.0003781004,0.0003883366,0.0002413035,0.001648859,0.9101244,0.002891212,0.03393744,0.02319033,0.01751693],"study_design_scores_gemma":[0.002475706,0.0001257693,0.04097113,0.001305854,0.000146264,0.001500744,0.0001185861,0.1839332,0.007057589,0.01656262,0.7442836,0.001518885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4784324,0.003196778,0.03495997,0.001292333,0.001139228,0.0007039921,0.000300476,0.0003818076,0.479593],"genre_scores_gemma":[0.8099791,0.0006266971,0.01976728,0.0001246119,0.0007890573,0.00009747969,0.0004285545,0.00007872431,0.1681084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7261912,"threshold_uncertainty_score":0.9995851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W161642135","doi":"","title":"Everyday cosmopolitan place making : multiethnic commercial streets in Montreal neighbourhoods.","year":2010,"lang":"en","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":5,"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; Ethnology; Sociology; Art","authors":[{"name":"Martha Radice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05871894737654407,"gpt":0.33749345179181,"spread":0.2787745044152659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.004330023,0.0002521482,0.0002523628,0.001056755,0.002152465,0.002052608,0.0006845641,0.0007897568,0.0001521023],"category_scores_gemma":[0.009056425,0.0003309713,0.0002163947,0.001123972,0.003856901,0.001924318,0.0001121656,0.00164546,0.0001101164],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00798164,"about_ca_system_score_gemma":0.01312871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04347043,"about_ca_topic_score_gemma":0.6260275,"domain_scores_codex":[0.9959071,0.000879636,0.0004857612,0.0006281628,0.00143263,0.0006666555],"domain_scores_gemma":[0.9970796,0.001527047,0.000185957,0.0002634103,0.0005023121,0.000441665],"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":[0.0002078126,0.001067221,0.021938,0.00008589108,0.00008870045,0.0004677114,0.01248023,0.003064163,0.003226733,0.8840274,0.04039852,0.0329476],"study_design_scores_gemma":[0.001032912,0.00001997321,0.1168156,0.0002157864,0.00002016762,0.0001113984,0.0005807851,0.0007490006,0.000136313,0.02707861,0.8525473,0.0006921579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1826929,0.0001802758,0.000417085,0.00121878,0.002509522,0.0004671035,0.0001656269,0.0001356228,0.8122131],"genre_scores_gemma":[0.9535052,0.00004448088,0.001788954,0.0002366755,0.0006654205,0.0000624745,0.0000576099,0.0000196688,0.04361957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8569488,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W97629867","doi":"","title":"Maturation thermique et potentiel pétroligène de la ceinture de Gaspé, Gaspésie, Québec, Canada.","year":2008,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary 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":"Political science","authors":[{"name":"Stéphanie Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04647757074065031,"gpt":0.2605468613050931,"spread":0.2140692905644428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003666507,0.0005088351,0.000412446,0.0002326887,0.001238003,0.0007692096,0.0006608812,0.001049188,0.000729659],"category_scores_gemma":[0.007609508,0.0004655685,0.0003788057,0.001064868,0.002799431,0.001317374,0.00009830215,0.001854526,0.0001008268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270181,"about_ca_system_score_gemma":0.02858432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3238958,"about_ca_topic_score_gemma":0.2813569,"domain_scores_codex":[0.9937853,0.00232907,0.0006504098,0.0008551262,0.001480929,0.0008991486],"domain_scores_gemma":[0.9945771,0.003370166,0.0002812675,0.0002777627,0.0007113989,0.0007822743],"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":[0.0008405055,0.001658118,0.1996403,0.0004189167,0.0008322099,0.0048966,0.001841323,0.4142731,0.0263653,0.1716623,0.1679119,0.009659423],"study_design_scores_gemma":[0.0007835353,0.00007176256,0.2581426,0.0003480875,0.0001026084,0.007504841,0.0001291688,0.02749001,0.006874168,0.06363648,0.6338853,0.001031504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4356494,0.007788967,0.009939427,0.02149354,0.001377702,0.0004304244,0.0007425945,0.0001595639,0.5224184],"genre_scores_gemma":[0.9256542,0.0007845563,0.006613973,0.002109,0.0005258767,0.00002474732,0.0004538748,0.00001353961,0.06382021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4900048,"threshold_uncertainty_score":0.9999144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611254152","doi":"","title":"Geology of the Paleoproterozoic Zn-Cu-Au Lalor volcanogenic massive sulphide deposit and its gold-rich lenses, Snow Lake, Manitoba. / Géologie du gisement de sulfures massifs volcanogène Paléoprotérozoïque à Zn-Cu-Au de Lalor et de ses lentilles riches en or, Snow Lake, Manitoba.","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Geology; Geochemistry; Massif; Mineralogy; Humanities; Art","authors":[{"name":"Antoine Caté","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06661445236200468,"gpt":0.2829825245732376,"spread":0.2163680722112329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.00639281,0.0009479356,0.0007510673,0.0004050308,0.00131988,0.0009504954,0.002171649,0.001476253,0.0000384654],"category_scores_gemma":[0.02641854,0.0007272928,0.0004717184,0.001227957,0.00371127,0.002032969,0.001529197,0.001313685,0.00003847819],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005215128,"about_ca_system_score_gemma":0.01752036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296743,"about_ca_topic_score_gemma":0.03402711,"domain_scores_codex":[0.9905115,0.003182228,0.001248849,0.001724392,0.001563085,0.001769902],"domain_scores_gemma":[0.9899384,0.005766228,0.0009129795,0.0008615361,0.001874726,0.0006460804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008340722,0.002052737,0.5213902,0.001939334,0.00130905,0.001813305,0.003920887,0.0141231,0.1423474,0.2834498,0.01121572,0.01560442],"study_design_scores_gemma":[0.003458484,0.0004372016,0.5655464,0.004974722,0.0003705616,0.007989933,0.0006512858,0.008250721,0.2257315,0.03273452,0.1475593,0.002295331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8570986,0.002288443,0.06641526,0.02457041,0.00299922,0.002053164,0.000852891,0.000355708,0.04336634],"genre_scores_gemma":[0.9540679,0.0007417055,0.00872566,0.0005900656,0.000812383,0.0004467346,0.00007540876,0.00003274424,0.03450735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507152,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1669068650","doi":"","title":"Analyse fréquentielle locale des crues au Québec.","year":2003,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","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":"Forestry; Geography; Humanities; Political science; Art","authors":[{"name":"Aziz Kouider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0658248281355899,"gpt":0.3008249093228817,"spread":0.2350000811872918,"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":[0.004699936,0.0005570588,0.0003925761,0.0003325433,0.002725956,0.0007190896,0.0006190408,0.0007935666,0.000629601],"category_scores_gemma":[0.006485872,0.0005771935,0.0003881708,0.001287753,0.01017167,0.002634395,0.0003605539,0.001002163,0.001441606],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118913,"about_ca_system_score_gemma":0.00449908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009870898,"about_ca_topic_score_gemma":0.007808705,"domain_scores_codex":[0.9941533,0.00174305,0.0006831528,0.001124756,0.001297125,0.0009986198],"domain_scores_gemma":[0.9972695,0.001339592,0.0002393382,0.0003942292,0.0002710749,0.0004862353],"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":[0.0002019651,0.002981017,0.3397163,0.0004996596,0.001113687,0.0007596058,0.005586324,0.1863111,0.008293225,0.3833728,0.05695216,0.01421212],"study_design_scores_gemma":[0.001050396,0.00009682425,0.04281138,0.0004283538,0.0002009247,0.0006195743,0.0005269932,0.002578004,0.01405095,0.06373104,0.8728284,0.001077169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1771348,0.003803654,0.03320825,0.002760751,0.002509041,0.0005413484,0.00009984638,0.0001462308,0.7797961],"genre_scores_gemma":[0.774719,0.0003030244,0.008875765,0.0003822201,0.0002097177,0.00008542567,0.00003734158,0.00002770634,0.2153598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8158762,"threshold_uncertainty_score":0.9996679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W108044855","doi":"","title":"Responsabilité et socialisation au cours du passage à l'âge adulte : le cas de jeunes adultes de la région montréalaise.","year":2002,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Social Sciences and Governance","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; Philosophy; Sociology","authors":[{"name":"Stéphanie Gaudet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0665520459634548,"gpt":0.3335085935402073,"spread":0.2669565475767525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01605854,0.0004817901,0.0003784276,0.0002321631,0.004087231,0.002242429,0.0008390604,0.001338559,0.00007408414],"category_scores_gemma":[0.02746736,0.0005396614,0.0004756909,0.001765872,0.009461208,0.003575292,0.0001602496,0.001351611,0.00008649414],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01280328,"about_ca_system_score_gemma":0.01710918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02208006,"about_ca_topic_score_gemma":0.009512669,"domain_scores_codex":[0.9877382,0.00709629,0.0007064312,0.0009891692,0.002352084,0.00111782],"domain_scores_gemma":[0.9906844,0.006848666,0.0005183193,0.0002809156,0.001005875,0.000661855],"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":[0.0001127181,0.001129145,0.04411684,0.00008997173,0.00009881394,0.0001715905,0.0447365,0.007823724,0.001862495,0.8612608,0.02996393,0.008633511],"study_design_scores_gemma":[0.001579799,0.0001026743,0.1332906,0.000958489,0.0001013758,0.0004379704,0.007898123,0.0118131,0.001983003,0.1345016,0.7059833,0.001350038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5119712,0.003247816,0.007367778,0.05185429,0.002748674,0.000741848,0.0003629431,0.000250897,0.4214545],"genre_scores_gemma":[0.9338009,0.0009878045,0.003652285,0.0006182041,0.00150072,0.0001293621,0.00003912717,0.00003350813,0.05923811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7267591,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160770045","doi":"10.13140/rg.2.2.22056.80643","title":"Habitation durable, mini-maison et transition socioécologique urbaine au Québec – Une relation pour le moins ambiguë","year":2020,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"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":"Guillaume Lessard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1146166222809846,"gpt":0.321567542234222,"spread":0.2069509199532373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004333221,0.0005109456,0.0004738489,0.0002182176,0.002898922,0.001374786,0.0004729432,0.001312492,0.00003569216],"category_scores_gemma":[0.01087844,0.0005952356,0.0004789214,0.001995133,0.004566384,0.005520165,0.00009966162,0.001454735,0.0001691401],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0129987,"about_ca_system_score_gemma":0.03503655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03655316,"about_ca_topic_score_gemma":0.02572042,"domain_scores_codex":[0.9927889,0.00293432,0.0008430856,0.0009960351,0.001709586,0.0007281429],"domain_scores_gemma":[0.9945815,0.002922946,0.0004484698,0.0001731689,0.001306952,0.0005670289],"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":[0.00014393,0.0008346097,0.0009606378,0.0002165818,0.0002439362,0.00009463239,0.06495269,0.03282841,0.003166375,0.8692163,0.02148845,0.005853463],"study_design_scores_gemma":[0.002843726,0.0003047701,0.04285732,0.001329121,0.0002211697,0.0001222881,0.01437738,0.01895747,0.001898371,0.1099109,0.8053396,0.00183786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08183897,0.00873765,0.07681876,0.2689596,0.004324648,0.001271816,0.0002520787,0.0004186997,0.5573778],"genre_scores_gemma":[0.9406526,0.0009817964,0.006885435,0.002565655,0.001625728,0.0001473262,0.0002678491,0.00004179462,0.04683184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8588136,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W174746580","doi":"","title":"Développement d'une procédure de mise en place d'un modèle hydrologique global sur des bassins jaugés et non jaugés: application du modèle MOHYSE au Québec.","year":2011,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Physics; Geology; Philosophy; Geography","authors":[{"name":"Thomas-Charles Fortier-Filion","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06712396048939079,"gpt":0.2842073550503664,"spread":0.2170833945609756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005505613,0.0007126874,0.00044147,0.0002056147,0.001844903,0.0004016972,0.0009666858,0.001074951,0.0001176202],"category_scores_gemma":[0.002577662,0.0007212232,0.0003133423,0.001091694,0.00462149,0.002642544,0.0007272812,0.001043509,0.0004459275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0158814,"about_ca_system_score_gemma":0.00498274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632304,"about_ca_topic_score_gemma":0.01195606,"domain_scores_codex":[0.9940069,0.001557301,0.0007676979,0.001368078,0.001212148,0.001087897],"domain_scores_gemma":[0.9975417,0.0007943207,0.0003688207,0.0004649425,0.0003130888,0.0005171209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039628,0.006117092,0.3864497,0.0006856454,0.001046713,0.0006274813,0.01909719,0.3791868,0.01683767,0.1576401,0.01171039,0.01956161],"study_design_scores_gemma":[0.003385873,0.0003902179,0.6163271,0.0007823252,0.0004136472,0.001253526,0.0006836955,0.08353023,0.02713813,0.1171982,0.1465819,0.002315167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5114685,0.000615586,0.190995,0.0121335,0.0009285279,0.00148673,0.0002489296,0.0002366371,0.2818866],"genre_scores_gemma":[0.9541349,0.0003526652,0.02890298,0.0008131458,0.0002334973,0.0005361127,0.0001148678,0.00003621123,0.01487559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426664,"threshold_uncertainty_score":0.9995239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1623544900","doi":"","title":"Contribution des systèmes d'information géographique à l'analyse quantitative de l'aléa (glissement de terrain): exemple d'application au secteur de Ville de La Baie, Québec.","year":2003,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Humanities; Art","authors":[{"name":"Magalie Levasseur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02392348665637421,"gpt":0.2895221600186648,"spread":0.2655986733622906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0101278,0.0005186687,0.0003644048,0.0004231557,0.001757355,0.001239485,0.0005191597,0.001232162,0.0001169506],"category_scores_gemma":[0.01080168,0.0005274653,0.0004050024,0.001483568,0.003912318,0.003042431,0.0001388471,0.00117452,0.0001369899],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02935124,"about_ca_system_score_gemma":0.0111682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084037,"about_ca_topic_score_gemma":0.002672618,"domain_scores_codex":[0.9933584,0.002734294,0.0008558495,0.0007107073,0.001211458,0.001129247],"domain_scores_gemma":[0.9959353,0.001898946,0.0004727198,0.0003347457,0.0006433784,0.000714927],"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":[0.0003315218,0.001306178,0.08302241,0.0003941384,0.0005282125,0.0001594255,0.01003093,0.2562062,0.08032025,0.5557917,0.004889825,0.007019175],"study_design_scores_gemma":[0.003182548,0.0002775129,0.2217939,0.001585489,0.0004741103,0.003975825,0.002136008,0.07926803,0.1055372,0.1733918,0.4063626,0.002014892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4373007,0.001559653,0.4326377,0.001069462,0.0005675255,0.0009026946,0.0002966163,0.0001657497,0.1254999],"genre_scores_gemma":[0.9666147,0.0004307484,0.02768179,0.0003076264,0.0001590369,0.0002903822,0.0002563189,0.00003129802,0.004228126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.529314,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6999228787","doi":"","title":"Characterization and numerical modeling of the bedrock aquifer in the Fox Creek area, Alberta.","year":2022,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Numerical modeling; Hydro power; Aquifer; Water equivalent; Numerical models","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04827481426811789,"gpt":0.284003738195071,"spread":0.2357289239269531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002740353,0.000414225,0.000356852,0.0002016722,0.001638914,0.0007336385,0.000868049,0.0004860385,0.0001462519],"category_scores_gemma":[0.002751086,0.0003381443,0.0002630308,0.001262213,0.001314193,0.001298454,0.0003808793,0.001260959,0.00001923198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236217,"about_ca_system_score_gemma":0.001366251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235617,"about_ca_topic_score_gemma":0.001694445,"domain_scores_codex":[0.9944355,0.001453792,0.000816521,0.0008074383,0.002067629,0.0004191284],"domain_scores_gemma":[0.9972994,0.001611131,0.0004122412,0.0003228076,0.0002558466,0.00009862738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005845193,0.003645909,0.1819553,0.0009035487,0.000534942,0.0001376719,0.05830399,0.421208,0.1063458,0.1647912,0.00132625,0.06026293],"study_design_scores_gemma":[0.001708071,0.0001197987,0.5011529,0.001153873,0.0002462674,0.0007387285,0.005325842,0.2333694,0.004770641,0.007236013,0.242632,0.001546589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694746,0.0005110065,0.04814456,0.001817584,0.001803196,0.001635581,0.0002608354,0.00002739959,0.07632524],"genre_scores_gemma":[0.9374114,0.00006224601,0.0003354012,0.0002361915,0.00007552308,0.0004059951,0.0004939522,0.00002161455,0.0609577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3191976,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W82585684","doi":"","title":"Évaluation d'un indice de pression sur les approvisionnements municipaux en eau potable au Québec à l'aide d'une méthode de régionalisation des débits d'étiage.","year":2007,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science","authors":[{"name":"Joëlle Bérubé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1313285488095007,"gpt":0.3334764110748171,"spread":0.2021478622653164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01914396,0.0006439036,0.0003899042,0.0003680782,0.002645426,0.0008123629,0.0008331071,0.001203987,0.0002770164],"category_scores_gemma":[0.01529657,0.0006942631,0.0003425154,0.001230103,0.004396494,0.004131288,0.0005445708,0.001403024,0.0001326432],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04269327,"about_ca_system_score_gemma":0.008331251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06187221,"about_ca_topic_score_gemma":0.0224673,"domain_scores_codex":[0.9909517,0.002968163,0.001056393,0.001160374,0.002447708,0.001415669],"domain_scores_gemma":[0.9943608,0.003479664,0.0004478348,0.0004928654,0.0003363976,0.000882453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000586205,0.003721664,0.4737941,0.0006163939,0.0002387383,0.0002917973,0.01917934,0.2024887,0.1403991,0.01795394,0.002161365,0.1385686],"study_design_scores_gemma":[0.001459045,0.0001245275,0.8422094,0.0007904806,0.0001247192,0.0006469024,0.001401558,0.01501073,0.06267999,0.0371465,0.0374785,0.0009276655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7823156,0.00106796,0.150418,0.001375908,0.000647566,0.0008954962,0.0001177725,0.0001118647,0.06304981],"genre_scores_gemma":[0.9038646,0.0001902517,0.06368377,0.0002602691,0.0003941351,0.0001030433,0.0002180312,0.0000510805,0.03123484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684153,"threshold_uncertainty_score":0.9995509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W199551153","doi":"","title":"Analyse hydrométéorologique multivariée et modélisation déterministe des crues de la rivière Richelieu, Québec.","year":2014,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology","authors":[{"name":"Christian Saad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05075057084884133,"gpt":0.3247046956112611,"spread":0.2739541247624198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01032168,0.0005805486,0.0004237767,0.0003527339,0.001668626,0.001011033,0.0007321788,0.001151833,0.000134639],"category_scores_gemma":[0.01120752,0.0005914994,0.0003390256,0.0008111831,0.009329149,0.00261629,0.0005460308,0.00135939,0.0004257462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005296683,"about_ca_system_score_gemma":0.001989688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572011,"about_ca_topic_score_gemma":0.001786009,"domain_scores_codex":[0.9913316,0.004947331,0.0006827212,0.001123009,0.001085934,0.000829361],"domain_scores_gemma":[0.9943696,0.004266477,0.0003358994,0.0003996194,0.0002263742,0.0004020146],"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":[0.0002610939,0.001898795,0.1460691,0.0003490126,0.0005802393,0.0003072277,0.00502293,0.586115,0.01746286,0.2167667,0.01200396,0.01316313],"study_design_scores_gemma":[0.001885413,0.0002396617,0.2549414,0.0006646852,0.0002984562,0.0009094471,0.0002606792,0.123654,0.01141075,0.139461,0.4647532,0.00152137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2800416,0.001047532,0.1539496,0.005367953,0.001013327,0.0005889521,0.0001156195,0.0002403667,0.557635],"genre_scores_gemma":[0.9338481,0.0003108366,0.01859875,0.00101212,0.0002740963,0.0001477125,0.00008577584,0.00003345092,0.0456892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6538064,"threshold_uncertainty_score":0.9996536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560233315","doi":"","title":"Le logement locatif dans Villeray : la transformation du parc de logements locatifs et ses coûts sociaux","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gentrification; Humanities; Political science; Economy; Economics; Art; Economic growth","authors":[{"name":"Antoine Guilbault-Houde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08303623902152724,"gpt":0.3475028591937711,"spread":0.2644666201722439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.008639782,0.0004412545,0.0003365175,0.0001966997,0.002127947,0.001260292,0.0009321786,0.0008643995,0.00008237096],"category_scores_gemma":[0.00552626,0.0004084651,0.0003510774,0.001394218,0.00675559,0.004211789,0.000155327,0.0006175973,0.0001639948],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007355917,"about_ca_system_score_gemma":0.02067793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005128187,"about_ca_topic_score_gemma":0.004230176,"domain_scores_codex":[0.9924669,0.002545999,0.0007483704,0.0008628163,0.002448109,0.0009278518],"domain_scores_gemma":[0.9952204,0.00256364,0.0004558929,0.0002516854,0.0009867997,0.0005215313],"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":[0.00005002594,0.0007003819,0.004412427,0.0000812144,0.0001234859,0.0000463408,0.01086302,0.002561243,0.004096988,0.9467604,0.01177303,0.01853151],"study_design_scores_gemma":[0.001419537,0.0000658228,0.02625385,0.001016842,0.00006122622,0.0001289468,0.002941557,0.0009183037,0.004933386,0.08237708,0.8790156,0.000867806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08439441,0.0008392145,0.1360063,0.06416155,0.002848439,0.0008328599,0.0003713941,0.0001814644,0.7103643],"genre_scores_gemma":[0.9357247,0.0009535128,0.002563064,0.0006921095,0.0006012244,0.000152506,0.00004175465,0.0000258875,0.05924528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8672426,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W60709271","doi":"","title":"Sols pollués par les métaux lourds résultant de l'enfouissement de déchets industriels (Montréal, Canada): Géochimie, spéciation des métaux, et décontamination par flottation.","year":2008,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Institut national de la recherche scientifique; Office of Research and Development; U.S. Environmental Protection Agency","keywords":"Forestry; Humanities; Chemistry; Art; Geography","authors":[{"name":"G. Dermont","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.087536796119211,"gpt":0.3099261739413487,"spread":0.2223893778221377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007326788,0.000791087,0.0005114846,0.000342973,0.002867434,0.0007384444,0.0008289222,0.001238146,0.0003281971],"category_scores_gemma":[0.01163698,0.0009029091,0.0003101871,0.001291291,0.004564715,0.002980415,0.0003506703,0.001695035,0.000157253],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03592412,"about_ca_system_score_gemma":0.01654333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08244406,"about_ca_topic_score_gemma":0.03660505,"domain_scores_codex":[0.9903277,0.002628283,0.00130106,0.001323701,0.00306754,0.001351687],"domain_scores_gemma":[0.9953349,0.002102137,0.0006214348,0.0005163656,0.0004467156,0.0009785059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002989745,0.003629377,0.1446617,0.0003662883,0.0006329158,0.00107645,0.006081164,0.5111184,0.1361873,0.07155687,0.07421415,0.05017648],"study_design_scores_gemma":[0.001800027,0.0001533523,0.4810913,0.0008883127,0.0001624137,0.001910371,0.0004150548,0.01712159,0.09144322,0.01209043,0.3913046,0.001619321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7380929,0.003208508,0.1189334,0.007600298,0.002180477,0.001562078,0.0008373621,0.0001869912,0.127398],"genre_scores_gemma":[0.9363869,0.001351066,0.03615506,0.0008163311,0.0004674366,0.0002635507,0.0002989793,0.0000670528,0.02419363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4939968,"threshold_uncertainty_score":0.9993421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1212193483","doi":"","title":"Les différentes perceptions d'accessibilité aux services pour les sourds à Montréal : l'accessibilité spatiale, les coûts, l'organisation des ressources, la disponibilité et l'acceptabilité.","year":2015,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"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":"Cynthia Benoît","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1253346416600287,"gpt":0.3707567662771402,"spread":0.2454221246171115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01180971,0.001060902,0.0008204374,0.0005689294,0.004397691,0.003564758,0.001729092,0.002041631,0.0004456683],"category_scores_gemma":[0.008951903,0.001053835,0.0007605321,0.002013728,0.01246077,0.007251774,0.0003877692,0.002265942,0.0001064802],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006167299,"about_ca_system_score_gemma":0.01057377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03179565,"about_ca_topic_score_gemma":0.02848928,"domain_scores_codex":[0.9855816,0.005858905,0.00177184,0.002178384,0.003388187,0.001221064],"domain_scores_gemma":[0.9895446,0.004520974,0.0008131815,0.000843386,0.00308952,0.001188381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003876816,0.00336263,0.7621419,0.001043536,0.0002618303,0.0001002426,0.03236512,0.008296867,0.002682071,0.1452674,0.0008734898,0.04321725],"study_design_scores_gemma":[0.002133612,0.0001307684,0.735705,0.001646737,0.000304635,0.0001546801,0.01444943,0.004380221,0.001482407,0.09400634,0.1437808,0.001825301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196657,0.008148273,0.01108803,0.003303326,0.001504756,0.001093372,0.0007618495,0.0004685637,0.1539661],"genre_scores_gemma":[0.9553921,0.0004769994,0.008057424,0.0001433163,0.001149752,0.0002002848,0.0005578176,0.00008821367,0.03393411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429073,"threshold_uncertainty_score":0.9993961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W160783466","doi":"","title":"Évolution et impacts de la contamination anthropique dans les sédiments et les sols du bassin du lac Clair, Station Forestière de Duchesnay (Québec, Canada).","year":2003,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forestry; Geology; Geography; Environmental science","authors":[{"name":"Sabary Omer Ndzangou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05086284526152551,"gpt":0.2931077400194098,"spread":0.2422448947578843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00651755,0.0004714379,0.0003025474,0.0001265354,0.001496346,0.0009478229,0.0003708277,0.0009918154,0.0001423857],"category_scores_gemma":[0.008656425,0.0003467948,0.0002418724,0.0006888917,0.002010564,0.001653602,0.0000548305,0.001033537,0.00001246063],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009129091,"about_ca_system_score_gemma":0.01652699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.202729,"about_ca_topic_score_gemma":0.4238644,"domain_scores_codex":[0.9930151,0.003490135,0.0006505207,0.0007440489,0.00138613,0.000714037],"domain_scores_gemma":[0.9945412,0.003641104,0.0003325344,0.0001249678,0.0008232456,0.0005369041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000169525,0.001332047,0.2386783,0.0001508915,0.0001332911,0.0002442936,0.001538244,0.02525915,0.06555618,0.6432601,0.01893611,0.004741842],"study_design_scores_gemma":[0.001029863,0.0001176497,0.6088117,0.0006378713,0.00006993926,0.0007030194,0.0006575148,0.006922029,0.01487074,0.005039514,0.3604324,0.0007077669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8029492,0.00107897,0.02435608,0.01996086,0.001720532,0.0007934859,0.0005812711,0.0001674949,0.1483921],"genre_scores_gemma":[0.9818826,0.0004758655,0.002642924,0.0007626475,0.0003020623,0.00007804776,0.0006364337,0.00001216599,0.01320727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6382206,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009882655","doi":"","title":"Évaluation du potentiel des anomalies géothermiques du bassin sédimentaire des basses-terres du Saint-Laurent (Québec, Canada).","year":2022,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat flow; Moment (physics); Satellite altimetry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05993333928202239,"gpt":0.2849986710248509,"spread":0.2250653317428286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003730558,0.001123783,0.0007505141,0.0006457914,0.005275611,0.001882319,0.001161282,0.00102917,0.0007701993],"category_scores_gemma":[0.00507872,0.001220037,0.0006418379,0.001336373,0.002697087,0.002025665,0.0002837885,0.001357325,0.00005764209],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02612308,"about_ca_system_score_gemma":0.03198599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7488893,"about_ca_topic_score_gemma":0.7791303,"domain_scores_codex":[0.9903628,0.002532065,0.001545866,0.001603036,0.002980107,0.0009761133],"domain_scores_gemma":[0.993548,0.00208442,0.0009517077,0.0005881615,0.002235944,0.0005917566],"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":[0.0003676197,0.001873556,0.05033734,0.0009531837,0.001017091,0.0003980344,0.003922869,0.5216011,0.0137655,0.3654279,0.0179471,0.02238869],"study_design_scores_gemma":[0.001229458,0.0001045921,0.1202116,0.001367273,0.0002718787,0.001088036,0.002207585,0.02740781,0.008877108,0.009017358,0.8264186,0.0017987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6939443,0.004233855,0.006864727,0.002849845,0.004326042,0.001333631,0.000880642,0.0003593413,0.2852076],"genre_scores_gemma":[0.900152,0.0004151384,0.003918089,0.0003665062,0.001144488,0.00128478,0.003395979,0.0001444551,0.0891786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8084715,"threshold_uncertainty_score":0.9991538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W143159515","doi":"","title":"Les politiques québécoises en matière de biotechnologies de la santé humaine de 1982 à aujourd'hui : innovation et dynamique spatiale.","year":2008,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Étienne Vignola‐Gagné","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09994852853163394,"gpt":0.3906065059509346,"spread":0.2906579774193007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01015517,0.0004722498,0.0003832252,0.0004831473,0.002410301,0.00110754,0.001016735,0.001860267,0.00007540561],"category_scores_gemma":[0.02742774,0.0005097754,0.0002811443,0.002763074,0.009158278,0.002517001,0.0002268703,0.001677812,0.00003142708],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01395069,"about_ca_system_score_gemma":0.02227097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04644485,"about_ca_topic_score_gemma":0.007037102,"domain_scores_codex":[0.9921174,0.003624508,0.0007418625,0.0007998227,0.00166151,0.001054893],"domain_scores_gemma":[0.9936265,0.004200882,0.0005120309,0.0002669453,0.001063967,0.000329699],"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":[0.00004196699,0.0004484667,0.0161299,0.00009963442,0.00007970529,0.0002002515,0.013538,0.004319054,0.005270559,0.9430483,0.007256723,0.009567411],"study_design_scores_gemma":[0.0007104756,0.0001086103,0.1855889,0.001093519,0.00005652224,0.001290823,0.004228077,0.003398229,0.008121249,0.2916113,0.5026102,0.001182111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4653534,0.001654145,0.03309533,0.01618464,0.001028356,0.0005086384,0.0003571607,0.0003949605,0.4814233],"genre_scores_gemma":[0.9268597,0.001980268,0.02038867,0.0005499658,0.001048714,0.0001054622,0.00006394642,0.00003057575,0.04897266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.651437,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W142956999","doi":"","title":"Impact des installations septiques sur l'aquifère de roc fracturé du secteur résidentiel du Mont-Cervin, Lac-Beauport, Québec.","year":2004,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Jean-Marc Ballard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04431937076062541,"gpt":0.2943622989124934,"spread":0.250042928151868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003097328,0.0007690096,0.0004932184,0.0004244433,0.002343991,0.002039402,0.0008159918,0.0009011631,0.0005277159],"category_scores_gemma":[0.005139472,0.0007848238,0.0006394741,0.001285137,0.004143651,0.005695222,0.0005285216,0.001174133,0.0005253687],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01974566,"about_ca_system_score_gemma":0.00807154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02232337,"about_ca_topic_score_gemma":0.01979149,"domain_scores_codex":[0.9940081,0.0008837153,0.000953016,0.001179346,0.00192407,0.001051784],"domain_scores_gemma":[0.9963111,0.001198257,0.0004159505,0.0004325876,0.0009400689,0.0007020656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003450367,0.004631608,0.4640547,0.0004360171,0.001190727,0.001375642,0.01406311,0.3297025,0.0402931,0.07770596,0.03355388,0.03264768],"study_design_scores_gemma":[0.001857402,0.0001579184,0.6678752,0.0006900781,0.0001515454,0.002303469,0.0003525419,0.002869868,0.00706824,0.02173687,0.2936733,0.001263498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7581514,0.002673842,0.1212741,0.005408996,0.001566641,0.0007352469,0.0003452123,0.0002873079,0.1095573],"genre_scores_gemma":[0.9316281,0.0005059996,0.005056367,0.0004741045,0.0006428931,0.000145483,0.0001813478,0.00005670127,0.06130897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268327,"threshold_uncertainty_score":0.9994603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W92217652","doi":"","title":"Température de l'eau du fleuve Saint-Laurent :extrêmes hydroclimatiques, modélisation 2D et application à l'habitat du poisson.","year":2011,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Environmental science; Mathematics","authors":[{"name":"Valérie Ouellet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04956650163271314,"gpt":0.2817940626936933,"spread":0.2322275610609802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005373037,0.000599991,0.000385637,0.0003209537,0.001484713,0.0006288759,0.0007802217,0.001106776,0.0002602534],"category_scores_gemma":[0.004571856,0.0006439005,0.000302573,0.0009197043,0.00322112,0.003380986,0.0005500179,0.001258331,0.0005784861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008651147,"about_ca_system_score_gemma":0.001642233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009836016,"about_ca_topic_score_gemma":0.002467509,"domain_scores_codex":[0.9944586,0.001505275,0.0007619034,0.001190365,0.001270492,0.0008133258],"domain_scores_gemma":[0.9971786,0.001164578,0.0004592196,0.0004165563,0.0003856686,0.0003954131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00019848,0.001869882,0.1332167,0.0002585769,0.0003054103,0.0001687675,0.004119696,0.03166306,0.00395112,0.712164,0.1097354,0.002348901],"study_design_scores_gemma":[0.001314362,0.0001678169,0.4278105,0.0005372461,0.0002085584,0.0007608793,0.0004785684,0.03948876,0.004778742,0.1331935,0.3899154,0.001345685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08278003,0.001381922,0.1589203,0.01622457,0.002926881,0.001816898,0.0002956161,0.0003981141,0.7352557],"genre_scores_gemma":[0.9450144,0.0009234699,0.02476557,0.001913896,0.0004778513,0.0004668127,0.0002958511,0.00004641353,0.02609576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8622344,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W386772708","doi":"","title":"Étude des alternatives de contrôle des panaches d'eau souterraine contaminée par des liquides immiscibles denses et légers, Ville-Mercier, Québec, Canada.","year":2005,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Geography; Philosophy","authors":[{"name":"Cintia Racine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0562964815761888,"gpt":0.2922271361159217,"spread":0.2359306545397329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003991487,0.0008293597,0.0006375964,0.000419753,0.001792252,0.001124288,0.0008265818,0.0008746219,0.00004997704],"category_scores_gemma":[0.01120659,0.0009041353,0.000374154,0.0007696495,0.005942306,0.002562875,0.0002515229,0.001317003,0.00003694982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01429363,"about_ca_system_score_gemma":0.01686288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1601792,"about_ca_topic_score_gemma":0.6505647,"domain_scores_codex":[0.9941558,0.001246271,0.001009495,0.0009779347,0.001251152,0.001359396],"domain_scores_gemma":[0.9942094,0.003007342,0.0003137469,0.000380422,0.00131554,0.0007735333],"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":[0.0003416128,0.001413976,0.02338132,0.00145599,0.001729538,0.001090769,0.01854938,0.3383009,0.05057539,0.517971,0.01156979,0.03362033],"study_design_scores_gemma":[0.005508516,0.0004035167,0.0865764,0.006269446,0.0006022615,0.008228236,0.005725298,0.1141047,0.1849709,0.1188256,0.463726,0.005059137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7571951,0.02805082,0.0906001,0.002653784,0.00210957,0.000640441,0.0005467217,0.0004221172,0.1177813],"genre_scores_gemma":[0.9385613,0.001570312,0.03976082,0.0004367394,0.0006722818,0.0001212109,0.0001122458,0.00008344818,0.01868163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4903856,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786042265","doi":"","title":"Nouvelles approches de calibration automatique appliquées à un modèle hydrologique conceptuel semi-distribué.","year":2017,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Calibration; Physics","authors":[{"name":"Samah Larabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05411808507857777,"gpt":0.2914648572803452,"spread":0.2373467722017674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004857447,0.0006063159,0.0004382056,0.0001784342,0.00409119,0.001884838,0.001341451,0.001417438,0.0001714962],"category_scores_gemma":[0.006092191,0.0006308244,0.0003080583,0.0003386585,0.009784817,0.003597389,0.0009178249,0.001323973,0.0002909686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003724374,"about_ca_system_score_gemma":0.002203472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003975309,"about_ca_topic_score_gemma":0.0001180701,"domain_scores_codex":[0.9947711,0.001290317,0.0006848787,0.001193869,0.001126147,0.0009337001],"domain_scores_gemma":[0.9969401,0.00123566,0.0005642776,0.0006392904,0.0002041832,0.0004164396],"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":[0.0002622099,0.001597654,0.03291981,0.0004460483,0.0006399246,0.0005388133,0.003282123,0.2473072,0.03081993,0.6506201,0.02350326,0.008062872],"study_design_scores_gemma":[0.002405057,0.0002047051,0.07990659,0.0008710581,0.0002688863,0.001022386,0.0005224431,0.2404417,0.08348468,0.2452116,0.3433855,0.002275402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.202046,0.001545308,0.2578206,0.01681549,0.002360228,0.001486839,0.0005250152,0.0004010137,0.5169995],"genre_scores_gemma":[0.94684,0.000384277,0.01381319,0.0005614653,0.0003478272,0.000282273,0.0001440121,0.00003220189,0.03759474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.744794,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W186710233","doi":"","title":"Prise en compte par le logiciel Hydrotel des lacs et réservoirs à sorties multiples.","year":2008,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":1,"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; Philosophy; Art","authors":[{"name":"R. Bourdillon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1410045777111361,"gpt":0.324352484691705,"spread":0.1833479069805689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003449618,0.0005233127,0.0004550749,0.0002085404,0.004689919,0.0005398833,0.0006875004,0.000877845,0.00005584631],"category_scores_gemma":[0.005871794,0.0005391481,0.0004478107,0.001080387,0.01571441,0.002618641,0.0003605149,0.001209196,0.0003294378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006844388,"about_ca_system_score_gemma":0.00467689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068319,"about_ca_topic_score_gemma":0.0004644459,"domain_scores_codex":[0.9936399,0.001953949,0.0007089625,0.0009037782,0.001961071,0.0008323073],"domain_scores_gemma":[0.9962199,0.002272789,0.0002825369,0.0002537504,0.0004247969,0.0005462719],"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":[0.0002288875,0.004218868,0.03877657,0.0003856669,0.0004998232,0.0008193527,0.03660129,0.08237498,0.006811285,0.7789769,0.04202238,0.008283999],"study_design_scores_gemma":[0.0008030222,0.00006582993,0.03449201,0.0003703194,0.00004443301,0.0004256539,0.0009015059,0.001447704,0.001634695,0.03162735,0.9273407,0.0008467105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.254373,0.007213204,0.009165979,0.005907676,0.002588973,0.000651138,0.0002004419,0.0002424361,0.7196571],"genre_scores_gemma":[0.8391945,0.002274483,0.01038104,0.0004223369,0.0005514951,0.000102727,0.00006178556,0.00002959966,0.146982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853184,"threshold_uncertainty_score":0.999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1155326440","doi":"","title":"Assimilation de données géophysiques pour la caractérisation hydrogéologique régionale: optimisation de la séquence.","year":2015,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geology; Political science; Forestry; Geography; Art","authors":[{"name":"Martin Blouin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0915637894253474,"gpt":0.3153844627906547,"spread":0.2238206733653073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009046122,0.0005774123,0.0004232104,0.0006877996,0.0005743303,0.001769854,0.0005392932,0.001815716,0.00003243037],"category_scores_gemma":[0.01161114,0.0006462574,0.0004064492,0.001310579,0.001853768,0.00331306,0.0001229771,0.001689665,0.0001176273],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01065583,"about_ca_system_score_gemma":0.0120869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003158573,"about_ca_topic_score_gemma":0.00007179346,"domain_scores_codex":[0.992157,0.003925659,0.000842262,0.0007912743,0.001594155,0.0006896219],"domain_scores_gemma":[0.9938283,0.003486625,0.0003385774,0.0003513048,0.001286527,0.0007086463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009475179,0.0004544735,0.0033179,0.0001770244,0.0002487419,0.0001736508,0.002359961,0.8050727,0.02315784,0.1554514,0.006988852,0.002502734],"study_design_scores_gemma":[0.001461587,0.00006341075,0.01375332,0.0008994456,0.0002068533,0.001432731,0.0005207173,0.6831458,0.03986822,0.141683,0.115733,0.001231946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1547247,0.001821569,0.4201153,0.006092317,0.001317207,0.00057878,0.0001558591,0.0005828366,0.4146114],"genre_scores_gemma":[0.9300832,0.0006941726,0.05058127,0.0001991704,0.0009433259,0.0001857211,0.000391721,0.00006233886,0.01685915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7753584,"threshold_uncertainty_score":0.9995989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W157754566","doi":"","title":"Étude comparative d'agents oxydants pour la lixiviation chimique des métaux à partir des boues d'épuration municipales.","year":2000,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Chemistry; Forestry; Geography","authors":[{"name":"Fatima Hammy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1754217525069892,"gpt":0.3724565635024554,"spread":0.1970348109954662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004751198,0.0006627207,0.0005016199,0.0004057807,0.002193616,0.00272836,0.0006236409,0.001024965,0.0008322094],"category_scores_gemma":[0.003083083,0.0007143916,0.000373569,0.001180516,0.005678799,0.00596098,0.0001697516,0.001012278,0.0007977025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004771627,"about_ca_system_score_gemma":0.004139721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002289091,"about_ca_topic_score_gemma":0.0003969025,"domain_scores_codex":[0.9920032,0.003113969,0.001097705,0.001183748,0.001733846,0.0008675022],"domain_scores_gemma":[0.9954627,0.001665354,0.0004097044,0.0004086157,0.001502338,0.0005513301],"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":[0.0008524378,0.005127871,0.008865571,0.0006623631,0.0001112767,0.0003331512,0.01593058,0.08323731,0.6991328,0.1380172,0.01069824,0.03703123],"study_design_scores_gemma":[0.003575398,0.0003135067,0.1426652,0.005514267,0.0003316259,0.00292074,0.0008862468,0.04327979,0.5958512,0.07405724,0.1278589,0.002745901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794893,0.001114552,0.01616785,0.0005436623,0.001326992,0.0007554699,0.0004573911,0.0002364762,0.1999083],"genre_scores_gemma":[0.9379593,0.0006279844,0.01100048,0.0001387945,0.0004864057,0.0002152015,0.0003760758,0.00004034037,0.0491554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15847,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772653924","doi":"","title":"Développement d’un procédé d’oxydation électro-catalytique pour la dégradation de l’éthylène glycol.","year":2015,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Chemistry","authors":[{"name":"Karama Jardak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09635462593034964,"gpt":0.3321417191378379,"spread":0.2357870932074883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005528151,0.0006427889,0.0004320331,0.0003230067,0.0008728287,0.001464493,0.0006739344,0.001767854,0.0001490953],"category_scores_gemma":[0.01548217,0.0006967891,0.0004251749,0.001077549,0.001663424,0.002071633,0.0002567806,0.001868849,0.0002597434],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01406242,"about_ca_system_score_gemma":0.0150081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001565967,"about_ca_topic_score_gemma":0.00002935287,"domain_scores_codex":[0.9940017,0.001030483,0.0009716421,0.001156629,0.001956969,0.000882572],"domain_scores_gemma":[0.9937903,0.002516734,0.000509814,0.0004576629,0.001799114,0.0009263444],"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":[0.0004446243,0.004281304,0.003522968,0.0007004357,0.0007059971,0.0003287437,0.001614479,0.01097936,0.6787363,0.2312184,0.03802717,0.0294402],"study_design_scores_gemma":[0.001404354,0.00002801079,0.001192872,0.0007810015,0.0001366787,0.001856775,0.0002015008,0.00605358,0.4976485,0.04373312,0.446145,0.0008186104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1839416,0.002319331,0.0535223,0.01601277,0.001833646,0.0009214733,0.000515911,0.0004473397,0.7404857],"genre_scores_gemma":[0.8508338,0.0003806019,0.02239066,0.0002266351,0.001609543,0.0003653738,0.0009567311,0.00007949348,0.1231572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6668922,"threshold_uncertainty_score":0.9995721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W134483313","doi":"","title":"Modélisation électromagnétique de la rétrodiffusion de la glace de rivière.","year":2008,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta","keywords":"Physics; Forestry; Geography","authors":[{"name":"Imen Gherboudj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05354622523122358,"gpt":0.2891086347554762,"spread":0.2355624095242526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.008286835,0.000512942,0.0003517015,0.0003674085,0.001949958,0.001076011,0.0006549052,0.00146553,0.0001734782],"category_scores_gemma":[0.008994092,0.0005488812,0.0003474311,0.0009240882,0.005300989,0.002173039,0.0001128964,0.002050239,0.0001208947],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003537227,"about_ca_system_score_gemma":0.01601022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415521,"about_ca_topic_score_gemma":0.0001424908,"domain_scores_codex":[0.9920057,0.004067923,0.0006160544,0.0008582176,0.001403744,0.001048369],"domain_scores_gemma":[0.9919512,0.006254888,0.0002964213,0.0003083513,0.000479297,0.0007098038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004932893,0.001324212,0.2735896,0.0004201363,0.0002825436,0.001969213,0.006007919,0.3703145,0.01702038,0.3056876,0.01351711,0.009373419],"study_design_scores_gemma":[0.001770258,0.0001912357,0.3202018,0.0008407834,0.0001461992,0.020461,0.0002933715,0.3527141,0.004153697,0.08984181,0.2080127,0.001373149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5895204,0.00126318,0.107169,0.001715337,0.00110756,0.0004025523,0.0002843366,0.0001712021,0.2983665],"genre_scores_gemma":[0.928775,0.001147941,0.03008434,0.0005174327,0.0007962303,0.00002767036,0.0003117401,0.0000258391,0.03831378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392546,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604526451","doi":"","title":"La vie sociale des œuvres d'art dans les espaces publics : études des cas montréalais","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"French Urban and Social Studies","field":"Social Sciences","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":"Publics; Humanities; Art; Political science","authors":[{"name":"Laurent Vernet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.127442124328676,"gpt":0.3238743505626797,"spread":0.1964322262340037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.00589839,0.0006433205,0.000537326,0.0003591543,0.005277637,0.002135006,0.0009331941,0.001456929,0.0001218654],"category_scores_gemma":[0.01895581,0.0005671477,0.0005848251,0.001809109,0.02890158,0.004302533,0.0003380796,0.0009383601,0.0002107325],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0147132,"about_ca_system_score_gemma":0.01008901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620502,"about_ca_topic_score_gemma":0.02197208,"domain_scores_codex":[0.9921328,0.00264337,0.0007795956,0.001042288,0.002256807,0.001145099],"domain_scores_gemma":[0.9913459,0.005478624,0.000394918,0.0002892475,0.00183044,0.0006608893],"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":[0.00004811302,0.000715546,0.01131191,0.0001535217,0.0003320097,0.0001226753,0.01466594,0.0002827072,0.002132877,0.882655,0.02377513,0.06380452],"study_design_scores_gemma":[0.0005963052,0.00005030806,0.01340649,0.0008982253,0.00007761784,0.0001235156,0.002128372,0.0000680599,0.001245173,0.1236769,0.8570117,0.0007174066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08103678,0.01530962,0.01285157,0.005699901,0.002735222,0.0005411111,0.0004151309,0.0003122524,0.8810984],"genre_scores_gemma":[0.7176509,0.004999792,0.005416863,0.0001164412,0.001250679,0.0001456398,0.00003369587,0.00004519719,0.2703408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8332365,"threshold_uncertainty_score":0.9998394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750846844","doi":"","title":"Upconverting nanoparticles for integration in bioimaging and therapeutic applications.","year":2017,"lang":"en","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Fonds de recherche du Québec – Nature et technologies; Alexander von Humboldt-Stiftung","keywords":"Nanotechnology; Nanoparticle; Computer science; Materials science","authors":[{"name":"Yue Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08166081644263921,"gpt":0.3382789763053017,"spread":0.2566181598626625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003494005,0.0002010614,0.0001787094,0.0002149716,0.0012396,0.001872438,0.0004370825,0.000200205,0.000006054699],"category_scores_gemma":[0.004089574,0.0001981886,0.00007970488,0.000205916,0.001342658,0.001756005,0.000127419,0.0002685965,0.00002777168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009180252,"about_ca_system_score_gemma":0.001169025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000442265,"about_ca_topic_score_gemma":0.00003017691,"domain_scores_codex":[0.9978718,0.0002557807,0.0004219588,0.0005881886,0.0005104881,0.0003517861],"domain_scores_gemma":[0.9976758,0.001187677,0.0002451,0.0003177095,0.0004306601,0.0001431015],"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":[0.00007666424,0.0001595093,0.003930863,0.00004941413,0.000008441832,0.000008987713,0.0002073241,0.001159395,0.8712083,0.1082099,0.0000650835,0.01491609],"study_design_scores_gemma":[0.001188174,0.0000289883,0.01356984,0.0002884117,0.00002108794,0.0001105189,0.0001144753,0.01974845,0.9055621,0.05083465,0.008115115,0.0004181905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401493,0.0004101585,0.03902866,0.001074018,0.0004550072,0.0009375259,0.00006864872,0.0001248997,0.01775175],"genre_scores_gemma":[0.9857993,0.0000114551,0.01262108,0.0001358065,0.0001327927,0.0004071651,0.00001698324,0.0000151696,0.0008602279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05737526,"threshold_uncertainty_score":0.9991637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525410510","doi":"","title":"Modélisation de l’impact des rizières et de l’irrigation sur le régime hydrologique de la rivière Cong au Vietnam.","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","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":"Forestry; Geology; Geography","authors":[{"name":"Xuan Tuan Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07526900507422798,"gpt":0.3146951357147783,"spread":0.2394261306405503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008769366,0.00047609,0.0003333892,0.0001560285,0.0012108,0.0010117,0.0005594316,0.001652191,0.0001237804],"category_scores_gemma":[0.007262126,0.0002815254,0.0004600439,0.0007788776,0.003653431,0.002701493,0.00009942806,0.001012272,0.00006325742],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007302713,"about_ca_system_score_gemma":0.009851324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839851,"about_ca_topic_score_gemma":0.0008271831,"domain_scores_codex":[0.9936072,0.003040814,0.0006109046,0.0007989592,0.001030799,0.0009113585],"domain_scores_gemma":[0.9936345,0.004612002,0.0002824305,0.0001557091,0.0006787605,0.0006365624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002919782,0.001270009,0.1690182,0.000102186,0.0001580528,0.0001488829,0.001134875,0.03666477,0.4470931,0.3273721,0.002583374,0.01416246],"study_design_scores_gemma":[0.001730931,0.0002483607,0.7309399,0.001394019,0.00008112887,0.001210687,0.0001470104,0.01603132,0.05265721,0.139701,0.05483848,0.001019913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8570159,0.0005598144,0.02838697,0.007314529,0.0007196903,0.0004673349,0.0003576177,0.000216887,0.1049612],"genre_scores_gemma":[0.9798453,0.0002882288,0.003416752,0.0005557571,0.0005625529,0.0001045131,0.0001858092,0.00001161502,0.01502948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619217,"threshold_uncertainty_score":0.9999637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605256546","doi":"","title":"Géographie des seringues à la traîne : analyse du quartier montréalais Centre-Sud","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Data-Driven Disease Surveillance","field":"Medicine","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; Political science; Art","authors":[{"name":"Élaine Lesage‐Mann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05085484286828301,"gpt":0.3069915646542216,"spread":0.2561367217859385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005468621,0.0007870437,0.0007055955,0.0008840673,0.0009714855,0.001089847,0.0007415855,0.001046798,0.0002175412],"category_scores_gemma":[0.01939633,0.0006823037,0.0008072013,0.002053212,0.009854097,0.003390269,0.0002903022,0.0009833282,0.0005487606],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00554955,"about_ca_system_score_gemma":0.007257664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057092,"about_ca_topic_score_gemma":0.0003414353,"domain_scores_codex":[0.9917334,0.002163017,0.001115864,0.001482772,0.002262311,0.001242643],"domain_scores_gemma":[0.9915254,0.004078181,0.0004094257,0.0007515686,0.001914194,0.001321295],"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":[0.001678339,0.005620594,0.2742363,0.001538113,0.002609531,0.004838134,0.001885753,0.005019039,0.06432833,0.3996029,0.07592173,0.1627212],"study_design_scores_gemma":[0.003772228,0.0001117117,0.2127592,0.005051588,0.0003958262,0.002129814,0.0002718574,0.001310549,0.009992236,0.02138412,0.7414358,0.001385095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4257033,0.01508157,0.02729604,0.00847545,0.006327945,0.001480754,0.003271538,0.0008381197,0.5115253],"genre_scores_gemma":[0.9199339,0.001643142,0.00772407,0.0002328485,0.001626792,0.0001010564,0.0003422504,0.00008004223,0.06831597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6655141,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009127221","doi":"","title":"Plateformes numériques et engagement des publics de l’art lyrique : étude de cas de l’Opéra de Montréal","year":2019,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","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; Art; Political science; Publics; Opera; Art history","authors":[{"name":"Morad Jeldi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1005811115666832,"gpt":0.336798561471205,"spread":0.2362174499045218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01224573,0.0005686089,0.0004089697,0.0003133692,0.00187557,0.002911654,0.0008505745,0.001419283,0.0002541311],"category_scores_gemma":[0.007036697,0.000585966,0.0003890273,0.001252244,0.002690521,0.003748826,0.0003299625,0.001994271,0.000189158],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02478597,"about_ca_system_score_gemma":0.02312127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248039,"about_ca_topic_score_gemma":0.004786067,"domain_scores_codex":[0.9927985,0.002404306,0.0007576547,0.0008693476,0.001652246,0.001517968],"domain_scores_gemma":[0.9955199,0.001823085,0.000336722,0.0002962059,0.001093678,0.000930424],"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":[0.0001800057,0.001071498,0.07179848,0.0003288769,0.0004464583,0.000422036,0.02757877,0.03503516,0.005619971,0.7306599,0.1171445,0.009714334],"study_design_scores_gemma":[0.0007098973,0.00008042804,0.0242491,0.000808845,0.00004515851,0.0009630972,0.004327918,0.003592435,0.005954974,0.04567789,0.9127363,0.0008539752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4580256,0.002566109,0.01493116,0.01609699,0.001706195,0.0009543955,0.0001899178,0.0002756888,0.505254],"genre_scores_gemma":[0.6798716,0.001462012,0.02135618,0.001016511,0.0006717933,0.0001667529,0.0001416711,0.00004244777,0.2952711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7955918,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607775743","doi":"","title":"Récupération par voie hydrométallurgique des métaux à partir des déchets de piles mélangées.","year":2016,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Bauxite Residue and Utilization","field":"Engineering","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":"Geology","authors":[{"name":"Kulchaya Tanong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07823740309535952,"gpt":0.3094728262136832,"spread":0.2312354231183237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003595143,0.0006269606,0.0003997507,0.0004756139,0.001146679,0.001179154,0.0005492505,0.001326746,0.00009448134],"category_scores_gemma":[0.007440599,0.0005907476,0.0003552067,0.001140066,0.004212102,0.004073959,0.0001513557,0.0008243986,0.0002826959],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008418304,"about_ca_system_score_gemma":0.005657421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001962398,"about_ca_topic_score_gemma":0.000303186,"domain_scores_codex":[0.9949749,0.00109982,0.00082766,0.0008854471,0.001156496,0.001055707],"domain_scores_gemma":[0.9956701,0.002006092,0.0002242279,0.0004112706,0.001049972,0.0006383585],"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":[0.0001883692,0.001014772,0.02723771,0.0012715,0.000527469,0.0004441037,0.002215252,0.09730485,0.1984539,0.5989189,0.0125023,0.0599209],"study_design_scores_gemma":[0.002389998,0.0001515094,0.07878722,0.005633778,0.0002298643,0.002767901,0.0001432941,0.03543169,0.2400837,0.3280003,0.304192,0.002188714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3996736,0.007883957,0.3552671,0.001970953,0.002310747,0.0007503644,0.0004256157,0.0006432882,0.2310744],"genre_scores_gemma":[0.9441513,0.001637296,0.02311569,0.0001014089,0.0008660418,0.0001602629,0.000140979,0.00008211095,0.02974495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5444777,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180323200","doi":"","title":"New densoviruses, comparison of transcription strategies, recombination and contribution to 3D-structures","year":2015,"lang":"en","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","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":"Transcription (linguistics); Genetics; Recombination; Evolutionary biology; Biology; Computational biology; Computer science; Gene; Philosophy; Linguistics","authors":[{"name":"Yu Qian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1520291068587589,"gpt":0.4045940769112689,"spread":0.25256497005251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002088042,0.0001918287,0.0003461272,0.0003666269,0.0001703782,0.0002544869,0.0001440618,0.0003453145,0.000008358506],"category_scores_gemma":[0.009068078,0.0001844284,0.00009790451,0.0004665181,0.0005548958,0.0008805734,0.00005747442,0.0005018336,0.00001352558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384335,"about_ca_system_score_gemma":0.004082708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143867,"about_ca_topic_score_gemma":0.00004351328,"domain_scores_codex":[0.9973421,0.0005078039,0.0005158765,0.0004200533,0.0008959781,0.0003181504],"domain_scores_gemma":[0.9976919,0.0002430716,0.0001396501,0.0001441281,0.001128489,0.000652803],"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":[0.003513657,0.0008503051,0.06222508,0.0003149037,0.000268874,0.0001022528,0.001290544,0.01313971,0.3210675,0.5430732,0.02827683,0.02587719],"study_design_scores_gemma":[0.01330902,0.002935666,0.3356539,0.00172643,0.0002190248,0.004004154,0.001005893,0.01402848,0.08198767,0.1774519,0.3663812,0.001296629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.76482,0.000835643,0.1888083,0.002179579,0.0007498689,0.0009700932,0.0001083077,0.0001212088,0.04140698],"genre_scores_gemma":[0.9689531,0.0000269114,0.02866823,0.0001543759,0.0001578575,0.00002671809,0.0002280029,0.0000104026,0.001774403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656213,"threshold_uncertainty_score":0.999279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111681626","doi":"","title":"Planification intégrée du renouvellement des réseaux de drainage urbain considérant les aspects structural et hydraulique dans un contexte de changement climatique.","year":2019,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"French Urban and Social Studies","field":"Social Sciences","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":"Political science","authors":[{"name":"Hind El-Housni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07194927533348791,"gpt":0.3157254885533615,"spread":0.2437762132198736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007896882,0.0005327532,0.0004475734,0.0002412695,0.002620133,0.001170788,0.0006547386,0.000854904,0.0001587822],"category_scores_gemma":[0.005654321,0.0005719168,0.0003414872,0.0009261857,0.005565119,0.001571767,0.0002490455,0.001100879,0.00009406426],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0153328,"about_ca_system_score_gemma":0.00770131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238103,"about_ca_topic_score_gemma":0.002520767,"domain_scores_codex":[0.992558,0.003196143,0.0007525748,0.0008898899,0.001593932,0.001009434],"domain_scores_gemma":[0.9955406,0.002248334,0.0004421937,0.000279618,0.001006531,0.0004827889],"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":[0.00007294812,0.0003648616,0.004159107,0.0002080598,0.0002460679,0.0001060169,0.04831232,0.003633124,0.003288632,0.9334338,0.003484711,0.002690379],"study_design_scores_gemma":[0.00188062,0.0002122291,0.04980475,0.001292653,0.0001476804,0.0003602885,0.009843992,0.00754426,0.005210009,0.6365595,0.2857445,0.001399448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2492967,0.005570149,0.04585685,0.008232973,0.002764721,0.001529775,0.0003736384,0.000222228,0.6861529],"genre_scores_gemma":[0.9582668,0.0009533524,0.01107437,0.0006219815,0.000690503,0.000168299,0.0001491966,0.00003494174,0.02804057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7089701,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2301996883","doi":"","title":"Évaluation de l’éfficacité microbiologique de purificateurs d’eau et de leur application aux puits domestiques.","year":2004,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Historical and Environmental Studies","field":"Social Sciences","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; Art","authors":[{"name":"Louise-Michelle Verrier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131843985696867,"gpt":0.3568830048307296,"spread":0.2436986062610429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009150099,0.0004644112,0.0003440904,0.0002340114,0.001902241,0.0006668482,0.0006852521,0.001264467,0.00002334719],"category_scores_gemma":[0.007748418,0.0005074918,0.0003268215,0.001176802,0.004466016,0.0014695,0.0001767268,0.001312114,0.000204646],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02426452,"about_ca_system_score_gemma":0.01352644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002541781,"about_ca_topic_score_gemma":0.000545037,"domain_scores_codex":[0.9938726,0.002402343,0.000656414,0.0009439624,0.001150141,0.000974478],"domain_scores_gemma":[0.9968696,0.001527628,0.0003183697,0.0002593959,0.000459388,0.0005655985],"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":[0.00009783752,0.001514467,0.006693871,0.0001342917,0.0001452655,0.0001052423,0.008108416,0.1028577,0.07052929,0.7908236,0.003607586,0.01538239],"study_design_scores_gemma":[0.001030754,0.00009942598,0.02957073,0.0004413651,0.00009923497,0.0006123261,0.0004891313,0.00128828,0.01395771,0.1653151,0.786147,0.0009489352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3714495,0.0043759,0.2042352,0.02275634,0.002029047,0.001352948,0.0002686915,0.000408817,0.3931235],"genre_scores_gemma":[0.9211647,0.001739068,0.03254651,0.001123826,0.0007556146,0.0003613905,0.0001751053,0.00003845581,0.04209536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7825394,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W202798854","doi":"","title":"Dynamique récente de quelques versants argileux des régions de la Baie et de la rivière des Outaouais: une analyse dendrochronologique.","year":2003,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"Forestry; Geology; Humanities; Geography; Art","authors":[{"name":"Pascal Bergeron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0766394590736842,"gpt":0.3446377968964018,"spread":0.2679983378227176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01315127,0.0005939698,0.000491703,0.0006682317,0.002071548,0.00134316,0.0008407398,0.002255164,0.0002310969],"category_scores_gemma":[0.02309634,0.0006181931,0.0004076568,0.001547988,0.01498348,0.002031525,0.0001191944,0.00292189,0.0002083655],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666365,"about_ca_system_score_gemma":0.02046975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146191,"about_ca_topic_score_gemma":0.005337028,"domain_scores_codex":[0.9830069,0.01289634,0.0006698493,0.001020261,0.000895554,0.001511083],"domain_scores_gemma":[0.9870406,0.01073599,0.0002562322,0.0003798778,0.0007169488,0.0008702851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145024,0.0005257368,0.7673056,0.0002274953,0.0002982752,0.001584561,0.001329956,0.04173952,0.001103154,0.1839609,0.001065645,0.0007142089],"study_design_scores_gemma":[0.001504078,0.0001802039,0.644091,0.001178115,0.0001954274,0.01872532,0.0006395004,0.01280649,0.005553045,0.2476116,0.06639791,0.001117374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563765,0.005072584,0.02212685,0.0009457365,0.0006377879,0.0003586231,0.000313826,0.0001568167,0.4140113],"genre_scores_gemma":[0.9481264,0.002270469,0.03471648,0.0004078355,0.0001430454,0.00005863278,0.0002598771,0.00002257885,0.01399471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4000165,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W81350368","doi":"","title":"Quantification des apports en coliformes fécaux en milieu urbain par modélisation hydrologique/hydraulique: le cas du bassin versant de la rivière Beauport.","year":2013,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","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":"Forestry; Humanities; Geography; Art","authors":[{"name":"Amélie Thériault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03474491117665179,"gpt":0.2786638629961595,"spread":0.2439189518195077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008772289,0.0006758191,0.0004145488,0.0004045487,0.00188616,0.001777582,0.0008789347,0.001387107,0.0003151444],"category_scores_gemma":[0.006708513,0.0007412179,0.0003683127,0.001169782,0.006661444,0.005851853,0.0004702564,0.001339779,0.0008482723],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408928,"about_ca_system_score_gemma":0.004162693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617167,"about_ca_topic_score_gemma":0.0008010107,"domain_scores_codex":[0.991363,0.003521715,0.001023429,0.001336202,0.001706933,0.001048753],"domain_scores_gemma":[0.9951383,0.002823284,0.0004910087,0.0005254895,0.0003988751,0.000622973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001790734,0.003768726,0.168005,0.0004930872,0.0005179073,0.0003877932,0.007919827,0.340679,0.07174734,0.3091353,0.07811671,0.01905021],"study_design_scores_gemma":[0.001173776,0.0001080808,0.5517679,0.0004766822,0.0001590657,0.0009182313,0.0004710055,0.1169497,0.01807176,0.0749722,0.2335841,0.001347507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389007,0.0008699821,0.2096784,0.00619578,0.001490489,0.001919807,0.0002433883,0.0003578757,0.2403436],"genre_scores_gemma":[0.9408128,0.0002574039,0.02468747,0.0002907447,0.0004053256,0.0005579327,0.0003645953,0.00005545318,0.03256831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4019121,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1193441318","doi":"10.13140/rg.2.2.28923.72481","title":"Approches flexibles et optimales en analyse fréquentielle régionale des crues en se basant sur les fonctions de profondeur","year":2015,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Hussein Wazneh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1346639295604377,"gpt":0.3350430603240541,"spread":0.2003791307636163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007325409,0.0005793195,0.0004100726,0.0004434021,0.001546936,0.0008439349,0.0007469375,0.0008642647,0.0001445564],"category_scores_gemma":[0.00811231,0.0005846573,0.0003558614,0.001079291,0.006084352,0.003323613,0.0007519057,0.001161688,0.0003253508],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005756019,"about_ca_system_score_gemma":0.002913758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038426,"about_ca_topic_score_gemma":0.0004873075,"domain_scores_codex":[0.9934448,0.00251515,0.0006684926,0.00108675,0.001420792,0.0008640073],"domain_scores_gemma":[0.996255,0.002117648,0.000251792,0.0003389956,0.0004779058,0.000558621],"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":[0.00037392,0.002847483,0.137204,0.0005173151,0.0009958702,0.0004626699,0.01295482,0.4699143,0.01033394,0.3132712,0.04493206,0.006192503],"study_design_scores_gemma":[0.002204656,0.000247482,0.08872893,0.00109299,0.0004154746,0.001302758,0.003457826,0.02787692,0.01486687,0.1551074,0.7028734,0.001825289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3809356,0.006623875,0.09070652,0.01084443,0.001930937,0.001127753,0.000359933,0.0003657136,0.5071053],"genre_scores_gemma":[0.8296734,0.0008619725,0.0468052,0.0004198536,0.0003853523,0.0002504319,0.0001783217,0.00004202379,0.1213834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6579413,"threshold_uncertainty_score":0.9997529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W42148843","doi":"","title":"Culture et rénovation urbaine : les complexes des arts de la scène à New York et à Montréal dans les années 1950 et 1960.","year":2012,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","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":"Art; Sociology; Humanities","authors":[{"name":"Geneviève Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1310190532195399,"gpt":0.3523848447109809,"spread":0.221365791491441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006622173,0.0005066903,0.0003764615,0.0002726392,0.00245634,0.002187844,0.0005313875,0.00129121,0.00007588994],"category_scores_gemma":[0.005886194,0.0004699107,0.0004413578,0.001798271,0.005374329,0.004142298,0.0001634048,0.001478679,0.00004637271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321748,"about_ca_system_score_gemma":0.004670059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004542751,"about_ca_topic_score_gemma":0.004683873,"domain_scores_codex":[0.9932702,0.003173509,0.0006217323,0.0006876258,0.001444747,0.0008022202],"domain_scores_gemma":[0.9960024,0.00185636,0.0003683717,0.0002244736,0.0009296724,0.0006186712],"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":[0.00006435761,0.0006901341,0.005122168,0.00009145316,0.0002170514,0.00003278194,0.04590656,0.007288496,0.009645296,0.8967686,0.03113654,0.003036537],"study_design_scores_gemma":[0.0005608717,0.00004766395,0.02517733,0.0005794909,0.0001505564,0.0004085571,0.002821123,0.0005911593,0.002281453,0.05186284,0.9148533,0.0006656843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1507373,0.02078442,0.02969357,0.01772601,0.002167532,0.0005544635,0.000451759,0.0002854479,0.7775995],"genre_scores_gemma":[0.898492,0.0005183526,0.01991797,0.002311889,0.00151623,0.0000639782,0.0005906926,0.00002910219,0.07655982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8837167,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611336991","doi":"","title":"Devenir des sous-produits de dénitrification autotrophe lors de l’épuration décentralisée des eaux usées domestiques.","year":2017,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","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":"Environmental science","authors":[{"name":"L. Ghorbel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1019832906114817,"gpt":0.3329088772871347,"spread":0.2309255866756529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.004389056,0.0006649272,0.0003869491,0.0002743125,0.004574714,0.00385654,0.001250698,0.001027546,0.0001307415],"category_scores_gemma":[0.007374016,0.0006939543,0.0004038807,0.0005763171,0.01031864,0.005859511,0.0003655994,0.0009855547,0.00042897],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01450902,"about_ca_system_score_gemma":0.005019968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570457,"about_ca_topic_score_gemma":0.0003421337,"domain_scores_codex":[0.9939274,0.001340059,0.0007531603,0.001204035,0.001516284,0.001259073],"domain_scores_gemma":[0.9967037,0.0007201319,0.0005627696,0.0007162121,0.0005254339,0.000771761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006680505,0.003430731,0.1466663,0.0007098394,0.0006957627,0.001356714,0.00701016,0.07291877,0.5155329,0.1725626,0.008050765,0.07039741],"study_design_scores_gemma":[0.002254705,0.0001834974,0.3743832,0.00149266,0.0002945366,0.003820247,0.0002333995,0.01553171,0.364125,0.1609824,0.07502616,0.001672501],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688878,0.001917362,0.02536669,0.002116101,0.001378547,0.0008855436,0.0002723223,0.0002133186,0.09896226],"genre_scores_gemma":[0.8570327,0.0006596165,0.09701475,0.0001050943,0.0005813354,0.0001419265,0.0001732029,0.00005236992,0.04423904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277169,"threshold_uncertainty_score":0.9995512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W764726170","doi":"","title":"Chômage et surqualification de la population active québécoise née hors Canada et/ou appartenant à une minorité visible : une analyse logistique multinominale des déterminants.","year":2015,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","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; Political science; Philosophy","authors":[{"name":"Chata Malé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1139760281600625,"gpt":0.3793198233780679,"spread":0.2653437952180054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01019209,0.000517386,0.0004648798,0.0003920677,0.001423155,0.001182854,0.0006050715,0.0009093009,0.00002595396],"category_scores_gemma":[0.01173487,0.0005631718,0.0002705449,0.00202738,0.003582819,0.003724354,0.0001167082,0.001051184,0.00003149311],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01190541,"about_ca_system_score_gemma":0.03200736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7198926,"about_ca_topic_score_gemma":0.8489324,"domain_scores_codex":[0.9915104,0.004263901,0.0009374077,0.0009958168,0.001511914,0.0007805842],"domain_scores_gemma":[0.9936521,0.0029385,0.0006509795,0.0003583336,0.001576587,0.0008234921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004146849,0.00196129,0.07464825,0.000395897,0.0003710429,0.0003515649,0.04238426,0.09768113,0.003091538,0.7476534,0.01687093,0.01417596],"study_design_scores_gemma":[0.002222493,0.0001366103,0.4859649,0.001075701,0.0002840479,0.0006482996,0.01050504,0.0176315,0.006250924,0.09927772,0.3738532,0.002149518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6496739,0.001180826,0.01312028,0.005647519,0.001870855,0.0008610532,0.0004960615,0.0001202505,0.3270293],"genre_scores_gemma":[0.9606608,0.0003587017,0.006285352,0.0003548676,0.0004805953,0.0001348991,0.0006740849,0.00003253955,0.03101815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6483757,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W57010254","doi":"","title":"Chronologie des retombées atmosphériques et sources d'argent dans des lacs du Québec méridional.","year":2013,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"Physics","authors":[{"name":"Roger Levasseur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1031222009590355,"gpt":0.3051083398801281,"spread":0.2019861389210926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005343747,0.0006114215,0.0004823428,0.0003099342,0.002497648,0.001627037,0.001024147,0.001345347,0.001355498],"category_scores_gemma":[0.0115147,0.0005722961,0.0003811647,0.0009947811,0.01982864,0.003888253,0.0002332056,0.001777598,0.002256956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250772,"about_ca_system_score_gemma":0.01776789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01700305,"about_ca_topic_score_gemma":0.02905699,"domain_scores_codex":[0.9925107,0.003071717,0.0007772885,0.001110443,0.00130471,0.001225093],"domain_scores_gemma":[0.9915351,0.005637013,0.0002709863,0.0003760597,0.001463847,0.0007170557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009393693,0.0004393379,0.9141331,0.0002712906,0.0002384021,0.0002580116,0.001832988,0.01839971,0.0005528526,0.05030488,0.01007628,0.003399231],"study_design_scores_gemma":[0.000691371,0.0002017425,0.7021157,0.0006342916,0.00005608609,0.003741891,0.0006014538,0.008144668,0.002841528,0.06619777,0.2138847,0.0008888771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6367012,0.01327963,0.003573372,0.007236057,0.001408314,0.0006041779,0.0001974821,0.0001938332,0.3368059],"genre_scores_gemma":[0.899669,0.001763047,0.0117146,0.0004229969,0.0004197762,0.00009130811,0.0003168437,0.00001980139,0.08558262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629678,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602127544","doi":"","title":"Effet de la météorologie sur la morbidité extrême au Québec.","year":2011,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Climate Change and Health Impacts","field":"Environmental Science","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; Political science; Philosophy","authors":[{"name":"Jean-Xavier Giroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1911847077539077,"gpt":0.3573950994630934,"spread":0.1662103917091858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008965858,0.0006352279,0.0004473353,0.0003262877,0.001308314,0.000892705,0.000953207,0.0016596,0.0008396351],"category_scores_gemma":[0.01324743,0.0006672872,0.0003648145,0.0009515984,0.006633545,0.002902271,0.0004987507,0.001787716,0.0009944624],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01551639,"about_ca_system_score_gemma":0.01417872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161338,"about_ca_topic_score_gemma":0.003992842,"domain_scores_codex":[0.992376,0.002735918,0.0008004731,0.00112745,0.001599892,0.001360307],"domain_scores_gemma":[0.9919763,0.005740594,0.0003663869,0.0004951146,0.0002894446,0.001132173],"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":[0.001284557,0.008325403,0.2494435,0.001628559,0.000489439,0.0047918,0.02208663,0.01838662,0.05282112,0.3664016,0.1919738,0.08236697],"study_design_scores_gemma":[0.001630474,0.0001929719,0.3201526,0.001187393,0.0001160553,0.003727514,0.0002123567,0.003144173,0.01228853,0.03151121,0.6245635,0.001273311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2535673,0.002057128,0.004003497,0.00313894,0.002210531,0.0006646805,0.0004020336,0.0002120183,0.7337438],"genre_scores_gemma":[0.8901194,0.0007804326,0.009555468,0.0009511954,0.0008411167,0.000175124,0.0001073884,0.00006791347,0.09740192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6365522,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W38060934","doi":"","title":"La dynamique sociale entourant l'implantation d'une infrastructure majeure : le cas du Parc éolien Le Nordais.","year":2003,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"French Urban and Social Studies","field":"Social Sciences","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":"Political science; Humanities; Philosophy","authors":[{"name":"Étienne Lyrette","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04589386430282041,"gpt":0.2976680249328873,"spread":0.2517741606300669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.00479016,0.0005624768,0.0004926266,0.0002888411,0.00377299,0.001505389,0.000597787,0.001473417,0.00005344442],"category_scores_gemma":[0.00926996,0.000630678,0.0004552942,0.001903784,0.006879832,0.002511213,0.0001394862,0.00152173,0.00008264747],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007535969,"about_ca_system_score_gemma":0.01817222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00794741,"about_ca_topic_score_gemma":0.006168942,"domain_scores_codex":[0.9922305,0.003375163,0.0007389633,0.0009327207,0.001843384,0.0008792974],"domain_scores_gemma":[0.9952663,0.00230089,0.0004178758,0.0002326277,0.001291739,0.0004905421],"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":[0.00003886713,0.0005453075,0.002203961,0.0001226357,0.0002023873,0.0002122885,0.01098591,0.004540853,0.0008560149,0.956661,0.0179546,0.005676173],"study_design_scores_gemma":[0.0009847033,0.00003051236,0.01514116,0.0002682828,0.00005735994,0.0004675444,0.001916272,0.0004323747,0.0008402379,0.1812431,0.7979115,0.0007069683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0731199,0.003992687,0.01437558,0.007375925,0.006277393,0.0007626557,0.0003490602,0.0002014472,0.8935453],"genre_scores_gemma":[0.9100714,0.0009964701,0.004176747,0.0003006301,0.001005723,0.0001141403,0.0001413011,0.00004019276,0.08315342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8369515,"threshold_uncertainty_score":0.9998229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W73174479","doi":"","title":"Apport de la sismique réflexion à l'analyse structurale de la structure de Saint-Simon.","year":2013,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Geological and Geophysical Studies Worldwide","field":"Earth and Planetary Sciences","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":"Geology; Humanities; Philosophy","authors":[{"name":"Benjamin St-Pierre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03967662511520157,"gpt":0.2789261733998387,"spread":0.2392495482846371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004776966,0.0006272187,0.0005012664,0.0002688383,0.001371238,0.002042994,0.0008261737,0.001413996,0.0008733906],"category_scores_gemma":[0.007961262,0.0005541686,0.0004622409,0.001186727,0.005315886,0.001768604,0.0001982083,0.002176317,0.0002815479],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447407,"about_ca_system_score_gemma":0.005910601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00507574,"about_ca_topic_score_gemma":0.0004820834,"domain_scores_codex":[0.9919821,0.003795629,0.0006960243,0.001016006,0.001259461,0.00125076],"domain_scores_gemma":[0.9919563,0.00581914,0.0003098334,0.0003169771,0.0006306096,0.0009671627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002882032,0.0008487526,0.2495764,0.000495974,0.0007365418,0.001028508,0.001533698,0.3452828,0.01294018,0.2871982,0.03717911,0.06289162],"study_design_scores_gemma":[0.0006202958,0.0000855325,0.4301721,0.0002920023,0.0001040372,0.001164923,0.0001847119,0.02689644,0.003160125,0.3088772,0.2276176,0.0008250627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.717486,0.003064475,0.01116015,0.005174862,0.001250404,0.0007049886,0.0005918957,0.0001968696,0.2603704],"genre_scores_gemma":[0.9418579,0.0002345949,0.0157877,0.0009277476,0.0008306412,0.00004281717,0.0002901281,0.00001717188,0.04001128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3183863,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W95282363","doi":"","title":"Géographie du cannabis au Québec: la culture en avant-plan.","year":2013,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","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":"Political science; Geography","authors":[{"name":"Véronique Chadillon-Farinacci","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04191273688582482,"gpt":0.2649703058248775,"spread":0.2230575689390527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.002639275,0.0005737743,0.0004389607,0.0001481372,0.002387247,0.001249851,0.0007869935,0.001410115,0.0003514788],"category_scores_gemma":[0.007118564,0.0003543566,0.0004601877,0.001073394,0.007056404,0.002284541,0.0003361941,0.001253182,0.0007035885],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004258938,"about_ca_system_score_gemma":0.004419486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181178,"about_ca_topic_score_gemma":0.01387917,"domain_scores_codex":[0.9948153,0.00161791,0.0006366087,0.0009888601,0.001043787,0.0008975429],"domain_scores_gemma":[0.9949445,0.002953279,0.0002863036,0.0001569456,0.001111734,0.0005472436],"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":[0.0001460142,0.002109723,0.1688725,0.0002210212,0.0008010043,0.0004687386,0.005522376,0.002514378,0.03333526,0.3502693,0.4035024,0.03223731],"study_design_scores_gemma":[0.000339783,0.00009691026,0.2201861,0.0002334416,0.00005757533,0.0009139766,0.0008471659,0.0002723514,0.000560651,0.01387537,0.7619616,0.0006550799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4331833,0.003400976,0.0004655519,0.05071099,0.003916054,0.000955478,0.0004360065,0.000255249,0.5066764],"genre_scores_gemma":[0.7047479,0.0003794108,0.001427775,0.0005698245,0.001463243,0.0002287843,0.0001153388,0.000007985553,0.2910597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3584592,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171584720","doi":"","title":"L’action culturelle dans un contexte de réconciliation: L’agent·e d’interface comme allié·e à la résurgence.","year":2020,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","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; Political science; Art","authors":[{"name":"Gabrielle Champagne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1503195544306541,"gpt":0.367062135585885,"spread":0.216742581155231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.006501811,0.0005432448,0.0004285431,0.0001814491,0.007614042,0.001334696,0.0008453712,0.001430562,0.0002052507],"category_scores_gemma":[0.001744437,0.0005659328,0.000370496,0.001660771,0.004344191,0.002752878,0.00002908755,0.001679847,0.0004655058],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007812554,"about_ca_system_score_gemma":0.05702004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005937997,"about_ca_topic_score_gemma":0.00882146,"domain_scores_codex":[0.9909803,0.004091031,0.0009321714,0.00106973,0.001905982,0.001020825],"domain_scores_gemma":[0.9940438,0.00248091,0.0005168268,0.0002922738,0.001540118,0.001126061],"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":[0.0001186579,0.0008444258,0.001049451,0.0002795783,0.0002068724,0.00009607457,0.1455755,0.009255129,0.001824412,0.8308556,0.008441104,0.001453135],"study_design_scores_gemma":[0.0005917114,0.00007164585,0.001267879,0.0003452176,0.00007645263,0.0003239597,0.002919606,0.002557856,0.006686334,0.01630246,0.9682153,0.000641534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08730689,0.003505865,0.05280968,0.01254551,0.006202509,0.001181796,0.0003160364,0.0002989768,0.8358327],"genre_scores_gemma":[0.8160475,0.003999244,0.005131261,0.0008215535,0.002531575,0.00004321217,0.0001943819,0.00004753864,0.1711837],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9597743,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892658200","doi":"","title":"Pratiques informationnelles des immigrants récents en recherche d'insertion professionnelle au Québec","year":2018,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Social Sciences and Governance","field":"Social Sciences","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; Political science; Sociology; Philosophy","authors":[{"name":"Stéphanie Atkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1425513562439439,"gpt":0.3891279902233615,"spread":0.2465766339794176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01261553,0.0005093621,0.0003726575,0.0002836736,0.004850278,0.001379943,0.001066666,0.001740715,0.0001681245],"category_scores_gemma":[0.02800236,0.000507758,0.0003424461,0.002654255,0.01067531,0.006489617,0.0002623653,0.001443326,0.0004870719],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01892998,"about_ca_system_score_gemma":0.04563001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1007401,"about_ca_topic_score_gemma":0.126019,"domain_scores_codex":[0.9903463,0.004323645,0.0009607841,0.0008816574,0.00244008,0.00104751],"domain_scores_gemma":[0.9923479,0.00395141,0.0006140756,0.0003133546,0.002147946,0.0006253095],"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":[0.0003318618,0.001674051,0.04808287,0.0004070396,0.000268299,0.00005873701,0.1691294,0.001394849,0.004188727,0.6480219,0.04112763,0.0853147],"study_design_scores_gemma":[0.001383854,0.000250239,0.1503395,0.002921594,0.0000975917,0.0002204729,0.02148023,0.004564957,0.008322585,0.1079167,0.7008628,0.0016395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5074169,0.001813334,0.01318462,0.01157522,0.00546004,0.0009346139,0.0001553531,0.0002454802,0.4592144],"genre_scores_gemma":[0.8345699,0.0005401158,0.01097937,0.0004473075,0.00226143,0.0001143788,0.00004532918,0.000027785,0.1510144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597352,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W137897827","doi":"","title":"Analyse fréquentielle régionale non stationnaire des crues à des sites non jaugés.","year":2006,"lang":"fr","type":"article","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Drought Analysis","field":"Environmental Science","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":"Forestry; Humanities; Geology; Geography; Physical geography; Philosophy","authors":[{"name":"Martin Leclerc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04816098965740279,"gpt":0.2979532809563227,"spread":0.2497922912989199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003704787,0.0006663802,0.0004980908,0.0005725424,0.002782317,0.001318675,0.0007645604,0.001129478,0.0007684025],"category_scores_gemma":[0.002703319,0.0007135813,0.0006331509,0.002508061,0.01082043,0.004458525,0.0003310539,0.00110845,0.001249349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304688,"about_ca_system_score_gemma":0.002334559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814956,"about_ca_topic_score_gemma":0.0026012,"domain_scores_codex":[0.9937348,0.001087409,0.0009935149,0.001340631,0.001828036,0.001015554],"domain_scores_gemma":[0.9966057,0.001422243,0.0004062607,0.0004392762,0.0006353238,0.0004911959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002500188,0.00313012,0.3269824,0.0004187701,0.0006033733,0.0006438635,0.002091027,0.4759616,0.08220927,0.05545346,0.04131742,0.01093859],"study_design_scores_gemma":[0.001910214,0.0001720134,0.4171298,0.00106486,0.0005210874,0.001088375,0.0003643343,0.0766638,0.05705009,0.2972965,0.144667,0.002071934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5802062,0.002724682,0.05465332,0.0009818397,0.0008365852,0.0004434509,0.0002630602,0.0001223557,0.3597686],"genre_scores_gemma":[0.8330184,0.0002455073,0.02392843,0.0001925939,0.0005117234,0.00008775457,0.0004435726,0.00003678019,0.1415352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992978,"threshold_uncertainty_score":0.9997181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}