{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"50bd5ed62479","filters":{"venue":"Collection numérique (UQTR)"}},"results":[{"id":"W6957516839","doi":"10.60662/bvym-ns41","title":"Multi-Layered Costmap-based Navigation of Heterogenous Mobile Robots for Material Handling Application","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Mobile robot; Material handling; Robot; Control (management); Key (lock); Field (mathematics); Control system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01721075242525337,"gpt":0.2586247428811845,"spread":0.2414139904559311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000269258,0.0006652118,0.0007485489,0.0005668635,0.0003776631,0.0007315839,0.001064479,0.0007737778,0.002151029],"category_scores_gemma":[0.000783907,0.0003734462,0.0005515634,0.0005215587,0.0003091572,0.0007412466,0.001353636,0.0004942648,0.0004269647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104379,"about_ca_system_score_gemma":0.0007464283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294896,"about_ca_topic_score_gemma":0.00660414,"domain_scores_codex":[0.9998301,0.00002945705,0.000007789279,0.00003746231,0.00006986385,0.00002536471],"domain_scores_gemma":[0.9997968,0.00005388701,0.00001963013,0.0000346552,0.00007274264,0.00002231571],"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":[0.000133445,0.00006033142,0.0008058303,0.00007077843,0.0000434988,0.00007205523,0.00006916715,0.8745551,0.009488923,0.004297675,0.001260641,0.1091426],"study_design_scores_gemma":[0.000002216825,0.00001248294,0.00009655974,0.000001877351,0.000002851807,0.000009362529,0.000005393179,0.9984251,0.0006010533,0.0006181682,0.0002215595,0.000003305851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03683341,0.0001562726,0.9599667,0.0000650771,0.00004290354,0.00002387033,0.00006547789,0.0007767135,0.002069658],"genre_scores_gemma":[0.7066294,0.0001371319,0.2899238,0.00004330419,0.00001770991,0.0001114074,0.0001883789,0.0001100532,0.002838748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006294896,"threshold_uncertainty_score":0.01251656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6920083197","doi":"10.60662/ez8k-3t07","title":"Moyens collaboratifs en transport routier : revue de littérature et illustration pour le secteur forestier","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Work (physics); Data collection; Energy expenditure","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126534997569302,"gpt":0.2246519432434617,"spread":0.2133865932677687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01607241,0.001616195,0.001739245,0.008839974,0.002771933,0.01202529,0.003356738,0.004348821,0.02342893],"category_scores_gemma":[0.02226261,0.0009648982,0.002215945,0.01587122,0.003229223,0.01280835,0.004208582,0.005183567,0.003471819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02038787,"about_ca_system_score_gemma":0.01856528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1137546,"about_ca_topic_score_gemma":0.09864628,"domain_scores_codex":[0.9907578,0.003678197,0.0007575993,0.000919722,0.00321865,0.000668051],"domain_scores_gemma":[0.9826233,0.009464929,0.001056954,0.001232121,0.005040222,0.0005824576],"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":[0.0001068481,0.0001594911,0.003989148,0.003909406,0.0001124692,0.0002616541,0.002566779,0.01202225,0.0004272843,0.4734596,0.0675164,0.4354688],"study_design_scores_gemma":[0.00002069094,0.00008670969,0.004957691,0.009353365,0.00004560777,0.0004227668,0.002518035,0.009963307,0.0004530616,0.04224111,0.9298558,0.00008193716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01794779,0.571151,0.1833306,0.05560924,0.008531169,0.0003351731,0.001931675,0.0007688098,0.1603945],"genre_scores_gemma":[0.1297792,0.6285393,0.137405,0.004603636,0.003858012,0.0007854765,0.002461,0.0006298992,0.09193856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1137546,"threshold_uncertainty_score":0.2261849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6938737556","doi":"10.60662/5gvg-ds02","title":"Fuel consumption prediction models for different types of bulk carriers based on historical voyages, meteorological data and vessel characteristics","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université du Québec à Trois-Rivières; HEC Montréal; Université Laval","funders":"","keywords":"Fuel efficiency; Predictive modelling; Mathematical model; Energy consumption; Model validation; Consumption (sociology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03874391512537916,"gpt":0.2465023658382189,"spread":0.2077584507128398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004329322,0.0008254452,0.0006386154,0.0006185374,0.000263206,0.0006519961,0.0006301338,0.0005979066,0.001508437],"category_scores_gemma":[0.0008649288,0.000358226,0.0008360704,0.0007199092,0.0001540502,0.0006727598,0.0002039737,0.0004490681,0.0003814357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128131,"about_ca_system_score_gemma":0.0007086867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07816666,"about_ca_topic_score_gemma":0.04387818,"domain_scores_codex":[0.9999067,0.00001253973,0.000005533138,0.00003586768,0.00001623388,0.00002327353],"domain_scores_gemma":[0.9995812,0.0002490843,0.0000297365,0.00001998234,0.0000980568,0.00002191411],"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":[0.00005881804,0.00003028629,0.003479071,0.00001306951,0.00001596237,0.00001454849,0.000007358081,0.9900046,0.0003493002,0.00009850929,0.0002545957,0.005673862],"study_design_scores_gemma":[0.000002437136,0.000006977781,0.001218477,0.000001224137,0.000004628069,0.000001537088,0.000003271843,0.9984728,0.0001874879,0.00006263478,0.00003622417,0.000002404056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574072,0.0001769765,0.03687022,0.00008948849,0.0000432425,0.00003452271,0.00182195,0.0004106633,0.003145711],"genre_scores_gemma":[0.9889815,0.0001049549,0.005861499,0.000008990177,0.000008092521,0.00004629563,0.002104418,0.00003997378,0.002844399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07816666,"threshold_uncertainty_score":0.1554233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976650122","doi":"10.60662/zq7b-5w36","title":"Optimisation d’une politique de garantie combinée utilisant des produits remanufacturés","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Production (economics); Government (linguistics); Context (archaeology); Productivity; Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01498559921506856,"gpt":0.2354227697565784,"spread":0.2204371705415098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004351923,0.00227659,0.002484151,0.001647527,0.001374941,0.00440104,0.001288263,0.005999556,0.01266676],"category_scores_gemma":[0.01422796,0.001245788,0.002574229,0.001474816,0.002128714,0.002621021,0.001749529,0.003342073,0.001634878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358504,"about_ca_system_score_gemma":0.002282169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368017,"about_ca_topic_score_gemma":0.009625408,"domain_scores_codex":[0.9965802,0.001559864,0.0001097244,0.0005524714,0.0007427842,0.0004549912],"domain_scores_gemma":[0.9891767,0.009219916,0.0003560843,0.0004549196,0.0005979681,0.0001943812],"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":[0.000337079,0.0001315049,0.000458832,0.0001369205,0.00008522415,0.00007171284,0.00008934541,0.9567848,0.002491161,0.01386155,0.0008591674,0.02469262],"study_design_scores_gemma":[0.00007683376,0.0001709949,0.0004323736,0.00002503994,0.00003053582,0.00002401763,0.00003944174,0.9895164,0.001920362,0.005943697,0.001804922,0.0000153497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.150344,0.001047532,0.8074087,0.001904994,0.0002550447,0.0002376394,0.0003343355,0.0009560206,0.03751171],"genre_scores_gemma":[0.7403501,0.0005378865,0.2269866,0.000253088,0.0001445024,0.0006753214,0.0003388404,0.0005181964,0.03019546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01368017,"threshold_uncertainty_score":0.04237455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6920326651","doi":"10.60662/fz7x-4358","title":"État de l'art et défis des outils d'évaluation de la performance en santé et sécurité au travail","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Context (archaeology); Work (physics); Identification (biology); Data collection","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0585142253329742,"gpt":0.4443695214379283,"spread":0.3858552961049542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1315863,0.002180382,0.003149386,0.01423567,0.003935094,0.03012974,0.003554398,0.004441792,0.005547501],"category_scores_gemma":[0.2385236,0.0009849534,0.001820542,0.0100248,0.01184468,0.01375464,0.006340171,0.006566417,0.001289366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01467081,"about_ca_system_score_gemma":0.01785696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05675622,"about_ca_topic_score_gemma":0.042789,"domain_scores_codex":[0.8141249,0.120791,0.01502547,0.006342854,0.04190555,0.001810235],"domain_scores_gemma":[0.7253407,0.2111122,0.01039393,0.01244162,0.03826864,0.002443024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005046912,0.0002576848,0.02163382,0.005100717,0.0003218567,0.00008024905,0.009879632,0.003857353,0.000718046,0.4558842,0.03839648,0.4633652],"study_design_scores_gemma":[0.0002397937,0.0007129375,0.07187044,0.02229385,0.000392809,0.0009784165,0.01767159,0.01995113,0.003953795,0.3477373,0.5137431,0.000454838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.07451963,0.2064462,0.2963071,0.2009852,0.01150799,0.001270454,0.01120407,0.001431892,0.1963274],"genre_scores_gemma":[0.525552,0.06169294,0.3513141,0.01158914,0.006852052,0.00529739,0.004018586,0.0008358772,0.03284799],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1315863,"threshold_uncertainty_score":0.6959034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6938916457","doi":"10.60662/atxx-kx79","title":"Identification des informations contextuelles pertinentes à un jumeau numérique d’entreposage","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Identification (biology); Feature (linguistics); Matching (statistics); Component (thermodynamics); Term (time)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216100696889045,"gpt":0.2947356640201924,"spread":0.1731255943312879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004874768,0.000562515,0.0006611597,0.01207654,0.002999089,0.01035858,0.0007994323,0.00137268,0.01507574],"category_scores_gemma":[0.04369142,0.0003098929,0.000445127,0.01502199,0.001900691,0.007344568,0.003355747,0.001582961,0.002255717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005347931,"about_ca_system_score_gemma":0.005380772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03569517,"about_ca_topic_score_gemma":0.03777392,"domain_scores_codex":[0.9909822,0.003358194,0.000769529,0.0008688379,0.003576757,0.0004444966],"domain_scores_gemma":[0.9747117,0.01493787,0.002095201,0.001813137,0.005804947,0.0006370369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009378283,0.0002442849,0.07801063,0.00277168,0.000118767,0.002212037,0.07950278,0.00290418,0.008262004,0.2050737,0.02974391,0.5902182],"study_design_scores_gemma":[0.00003275581,0.0001184767,0.09185675,0.001990207,0.00008612961,0.00145639,0.05467163,0.004147805,0.006868031,0.02787895,0.8107336,0.0001593853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5171161,0.01106443,0.07332096,0.01074479,0.001362387,0.0004566993,0.01068562,0.0009242594,0.3743248],"genre_scores_gemma":[0.8627926,0.00645542,0.06916083,0.0005929945,0.0005192317,0.000446783,0.00675503,0.0003767001,0.0529005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03569517,"threshold_uncertainty_score":0.07097477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6901459112","doi":"10.60662/n38s-k451","title":"Cadre conceptuel en conception d’un modèle circulaire dans le domaine de la gestion des matières résiduelles : Cas des balayures de rues","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Process (computing); Context (archaeology); Identification (biology); Field (mathematics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009937231627195824,"gpt":0.2325198922403848,"spread":0.222582660613189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002213459,0.001163371,0.0009225413,0.001655734,0.001486056,0.006204117,0.00187694,0.0032121,0.00908891],"category_scores_gemma":[0.004208907,0.0007135668,0.001827879,0.001489677,0.002896421,0.005414198,0.001802117,0.00333849,0.001462569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003839154,"about_ca_system_score_gemma":0.00316727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03888434,"about_ca_topic_score_gemma":0.01908752,"domain_scores_codex":[0.9986753,0.0006052902,0.00005626003,0.0002233734,0.0003612658,0.00007833609],"domain_scores_gemma":[0.9984224,0.0008499953,0.00007539283,0.0001431385,0.0004288631,0.00008033235],"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":[0.00001936507,0.00003089234,0.0004901615,0.000108152,0.00002209088,0.0002009376,0.0009038458,0.07108369,0.0008824911,0.9153684,0.001461729,0.009428279],"study_design_scores_gemma":[0.00006632831,0.00007678085,0.0007359948,0.0002749964,0.00004034627,0.0003397857,0.001114028,0.521235,0.001706746,0.3152965,0.1590329,0.00008061749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01906541,0.0008019538,0.9252269,0.003415894,0.0003751858,0.0001290086,0.0004094733,0.0003081293,0.05026805],"genre_scores_gemma":[0.3923298,0.002398608,0.5413681,0.0006065457,0.0003303749,0.001028499,0.0009547136,0.0004518937,0.06053161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03888434,"threshold_uncertainty_score":0.07731605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6957446868","doi":"10.60662/t11a-7b02","title":"Strategizing Industry 4.0 : a systematic review","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Key (lock); Context (archaeology); Perspective (graphical); Government (linguistics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02183365436044411,"gpt":0.2454699204858677,"spread":0.2236362661254236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03324385,0.001723337,0.006750829,0.02479063,0.001342184,0.004294584,0.002645442,0.002306165,0.005669405],"category_scores_gemma":[0.1077148,0.001361327,0.008387624,0.01685841,0.001865441,0.00405041,0.003433627,0.001837091,0.0006188045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006592838,"about_ca_system_score_gemma":0.03813846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008738744,"about_ca_topic_score_gemma":0.03176647,"domain_scores_codex":[0.9619102,0.01947371,0.01030046,0.001488804,0.006210395,0.0006165254],"domain_scores_gemma":[0.9105065,0.06733828,0.01140411,0.00224925,0.00764172,0.0008602954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001550818,0.00003359436,0.0005832565,0.9179761,0.004755367,0.0000532685,0.0005148239,0.0001859516,0.0001915658,0.0009007746,0.002823158,0.07182706],"study_design_scores_gemma":[0.0002338317,0.0001717537,0.001718103,0.9501308,0.01803537,0.0001230034,0.0005892366,0.0001493397,0.0002026885,0.0008387045,0.02775522,0.00005188279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002289871,0.9876773,0.002053266,0.001161762,0.0003706165,0.003589117,0.001367021,0.00005750382,0.001433524],"genre_scores_gemma":[0.03232941,0.9438407,0.01147079,0.001650716,0.0001535146,0.008885575,0.001123516,0.00003166475,0.0005139754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03324385,"threshold_uncertainty_score":0.1758124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6938921224","doi":"10.60662/5k25-7r86","title":"Transition vers le port intelligent : synthèse des approches méthodologiques","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Port (circuit theory); Set (abstract data type); Work (physics); Focus (optics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04379876857035735,"gpt":0.2581726177120039,"spread":0.2143738491416466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479448,0.001271773,0.001624266,0.001590201,0.001045351,0.00421537,0.002333543,0.002826482,0.01455038],"category_scores_gemma":[0.007052267,0.0009810864,0.001970401,0.001603917,0.001665692,0.002846792,0.001939435,0.002890165,0.002868442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274048,"about_ca_system_score_gemma":0.001973207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009877592,"about_ca_topic_score_gemma":0.009006999,"domain_scores_codex":[0.998894,0.0004718821,0.00005451763,0.00017929,0.0003205095,0.0000797044],"domain_scores_gemma":[0.9970989,0.001946747,0.00009042413,0.0003745932,0.0004286937,0.00006054369],"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":[0.0001260066,0.0001567674,0.0007741721,0.0005804882,0.00009265479,0.00017786,0.0004409535,0.7205526,0.002524857,0.1846921,0.002423353,0.08745824],"study_design_scores_gemma":[0.0000416178,0.00002399497,0.0001749932,0.00009439655,0.00002518859,0.00004248744,0.000157902,0.94418,0.001110001,0.04375613,0.01037398,0.00001932635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01190083,0.0005725932,0.9631224,0.0002961797,0.0002760838,0.00007916037,0.0001629674,0.0005406221,0.02304921],"genre_scores_gemma":[0.3489558,0.001734617,0.6292468,0.0001946778,0.0002383335,0.0003919505,0.0004498882,0.001300765,0.01748716],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01455038,"threshold_uncertainty_score":0.04867589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6901360090","doi":"10.60662/tja0-5g39","title":"Analyse économique d'un réseau de transport de conteneurs","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Work (physics); Process (computing); Measure (data warehouse); Field (mathematics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03243459606588929,"gpt":0.2198575378063022,"spread":0.1874229417404129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312365,0.0008738005,0.001452041,0.002858406,0.001089861,0.00461683,0.001257914,0.00175238,0.008899708],"category_scores_gemma":[0.01165454,0.0005103092,0.001842975,0.001942378,0.00166705,0.003584229,0.001288921,0.002873119,0.000762796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006732,"about_ca_system_score_gemma":0.003391464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07006612,"about_ca_topic_score_gemma":0.0383708,"domain_scores_codex":[0.9982158,0.0007319155,0.00004005557,0.0002402092,0.0005377706,0.000234308],"domain_scores_gemma":[0.9933083,0.005649833,0.0001876276,0.000174269,0.0004625133,0.0002173384],"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":[0.0002636992,0.0001728274,0.005919137,0.0002438173,0.0001912609,0.0003846321,0.0004589053,0.3061989,0.001932438,0.6486642,0.00557688,0.02999325],"study_design_scores_gemma":[0.00006098683,0.00007826989,0.009415225,0.000103237,0.00006282304,0.0001999378,0.0003116105,0.8294859,0.001378732,0.1419391,0.01691234,0.00005177894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4072568,0.005197683,0.4881826,0.00634177,0.000589085,0.0001989268,0.001698643,0.0002327155,0.0903018],"genre_scores_gemma":[0.8609363,0.003528192,0.05129743,0.0002030469,0.0005825488,0.0004170555,0.001209967,0.000241561,0.08158388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07006612,"threshold_uncertainty_score":0.1393166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6938746783","doi":"10.60662/285p-mq18","title":"Outil d’auto-évaluation de la maturité des systèmes de mesure de performance pour les PME manufacturières","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Measure (data warehouse); Work (physics); Process (computing); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02472128238263404,"gpt":0.2621995766824449,"spread":0.2374782942998109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00496196,0.001776137,0.001265386,0.001370179,0.0006918965,0.002133921,0.0008419079,0.001221901,0.01106913],"category_scores_gemma":[0.00828445,0.0005684122,0.001452648,0.0006900856,0.0007115357,0.001127583,0.0006127026,0.001053536,0.001371719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211999,"about_ca_system_score_gemma":0.001469046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02592012,"about_ca_topic_score_gemma":0.01118416,"domain_scores_codex":[0.9931039,0.002910204,0.0002508716,0.0006868124,0.00275817,0.0002899601],"domain_scores_gemma":[0.9896998,0.006246543,0.0003038882,0.001165374,0.002352547,0.0002317409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00690978,0.00253939,0.02774938,0.001578736,0.0007492295,0.000523161,0.002149488,0.2912693,0.140763,0.005191944,0.005864445,0.5147122],"study_design_scores_gemma":[0.0006008418,0.003263264,0.08452123,0.0001173173,0.0001687206,0.0002524825,0.0003697041,0.7204762,0.1780624,0.0007349233,0.01124961,0.0001832788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8627019,0.001187313,0.1191869,0.0002352472,0.0002457062,0.0002914438,0.00133476,0.003931683,0.01088501],"genre_scores_gemma":[0.9597139,0.0002155673,0.03232813,0.00003436072,0.00005600684,0.0002063754,0.0006538637,0.000196266,0.006595488],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02592012,"threshold_uncertainty_score":0.05153853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6957768948","doi":"10.60662/vzgb-4g98","title":"Exploration des processus pour l'évaluation des pertes de cadence","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Work (physics); Context (archaeology); Set (abstract data type); Term (time)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1450023152300044,"gpt":0.3426151332323,"spread":0.1976128180022956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003957285,0.001035294,0.0013935,0.002868723,0.0007852719,0.002202896,0.0008676221,0.001363383,0.005065266],"category_scores_gemma":[0.006826923,0.0005116981,0.001103938,0.002246391,0.0009319169,0.001460723,0.000735949,0.001154314,0.001111948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006690861,"about_ca_system_score_gemma":0.001418392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813931,"about_ca_topic_score_gemma":0.005920985,"domain_scores_codex":[0.9968836,0.0008392611,0.0001275177,0.0004340625,0.001554665,0.0001609824],"domain_scores_gemma":[0.9954697,0.002813874,0.0002433205,0.0002675977,0.001113757,0.00009188255],"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":[0.00148937,0.0003282046,0.005885401,0.00108463,0.0001033823,0.000246682,0.001491819,0.009760962,0.6326543,0.003047846,0.0006868499,0.3432205],"study_design_scores_gemma":[0.0001657909,0.002454675,0.07290363,0.000213372,0.0002767197,0.0008375634,0.001257426,0.2358529,0.662793,0.004020788,0.01898498,0.0002392575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3259673,0.002591428,0.6650025,0.0001836647,0.0001198441,0.0004095326,0.0006684687,0.001575316,0.003482025],"genre_scores_gemma":[0.5934472,0.001324117,0.3958526,0.00007418803,0.00004531275,0.0005840101,0.0004954896,0.000291242,0.007885787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006813931,"threshold_uncertainty_score":0.02092838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6957645729","doi":"10.60662/wdjj-m048","title":"Surgical Duration Prediction by Developing a Hybrid Model (Using Machine Learning Techniques)","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Education, Healthcare and Sociology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Duration (music); Artificial neural network; Key (lock); Stability (learning theory); Feature (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0765981027597292,"gpt":0.4110851615723399,"spread":0.3344870588126108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046247,0.0006792073,0.000811458,0.001133688,0.0002647134,0.001043566,0.00097603,0.001053157,0.002793791],"category_scores_gemma":[0.002329901,0.0003211906,0.0009343841,0.0008463984,0.0001418539,0.0006714938,0.0004118762,0.0007640946,0.001093262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005003256,"about_ca_system_score_gemma":0.0008444195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011019,"about_ca_topic_score_gemma":0.0107506,"domain_scores_codex":[0.9997103,0.00006713496,0.00002958651,0.0001043558,0.00005186798,0.00003681911],"domain_scores_gemma":[0.998952,0.00063312,0.00008182448,0.00005943549,0.0002302952,0.0000432106],"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":[0.0003765753,0.0003770103,0.03830628,0.000151969,0.0003477448,0.0001212144,0.00005747207,0.6560239,0.003283311,0.00132253,0.004247923,0.2953841],"study_design_scores_gemma":[0.000008489765,0.00004814855,0.003143954,0.000008997018,0.0000310788,0.00003229357,0.000004683144,0.995409,0.0004174855,0.000474798,0.000411024,0.00001011384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1875172,0.0009718517,0.8028904,0.0008338731,0.0003573787,0.0001295213,0.001964807,0.002611879,0.002723074],"genre_scores_gemma":[0.8485562,0.0003921446,0.1421854,0.0001842814,0.0002239655,0.0003179038,0.001922955,0.000103442,0.006113617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.011019,"threshold_uncertainty_score":0.02190971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976713221","doi":"10.60662/11pj-nt47","title":"Using visibility to improve the coordination of a log yard network","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Visibility; Yard; Matching (statistics); Key (lock); Field (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195983187396625,"gpt":0.2665933045494311,"spread":0.2469949858097686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070998,0.000746619,0.001288241,0.001140673,0.002308556,0.003358955,0.001978695,0.0008546021,0.004798557],"category_scores_gemma":[0.008947171,0.0004548491,0.0004013214,0.001092452,0.001022996,0.002694806,0.003580463,0.001453045,0.0006980108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087975,"about_ca_system_score_gemma":0.004690922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01327076,"about_ca_topic_score_gemma":0.01902178,"domain_scores_codex":[0.9977709,0.0006284605,0.0001059495,0.0004444445,0.0005704879,0.0004797702],"domain_scores_gemma":[0.9955781,0.001203435,0.0004787413,0.001308727,0.0008717687,0.0005593075],"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":[0.00180514,0.0004882416,0.005235138,0.0001471751,0.0001125335,0.0002858388,0.000722377,0.5473481,0.04105676,0.1056881,0.01373258,0.283378],"study_design_scores_gemma":[0.0000705793,0.0002171387,0.0004951588,0.00001210046,0.00002087839,0.00004875044,0.0001398574,0.9716492,0.008371315,0.01376139,0.0051871,0.00002643598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1537685,0.0003124946,0.8229256,0.0005677831,0.000320987,0.0001460238,0.0001456409,0.005565394,0.01624756],"genre_scores_gemma":[0.869046,0.00008071557,0.1254935,0.0000723658,0.00005735246,0.00006135014,0.0002008437,0.0002903228,0.004697531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327076,"threshold_uncertainty_score":0.02638704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6938952530","doi":"10.60662/6cgg-fr73","title":"Chaîne de valeur pour la fabrication de murs-rideaux intelligents intégrant l’aluminium : Une revue de la littérature","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Process (computing); Work (physics); Context (archaeology); Value (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007458443505323982,"gpt":0.2374653622144992,"spread":0.2300069187091752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587102,0.001051876,0.001285098,0.0009745336,0.0005665902,0.002163791,0.001287369,0.001881094,0.006349789],"category_scores_gemma":[0.002255366,0.001191368,0.001200888,0.0006687269,0.001074846,0.002163354,0.0008973928,0.002642066,0.002335255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191262,"about_ca_system_score_gemma":0.0009171828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501854,"about_ca_topic_score_gemma":0.003970693,"domain_scores_codex":[0.9989437,0.000147306,0.00004268639,0.0001620938,0.00064615,0.00005803306],"domain_scores_gemma":[0.9993105,0.0003579221,0.00005586719,0.0001090943,0.0001455772,0.00002103422],"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":[0.0003025802,0.0002787905,0.0009275945,0.003328839,0.0002546686,0.0004954952,0.0009691637,0.3024718,0.2475305,0.1943478,0.004384453,0.2447083],"study_design_scores_gemma":[0.0001114255,0.0005914023,0.001228953,0.0005623444,0.0001241633,0.0006103014,0.0001699589,0.5993841,0.259882,0.02621229,0.1109266,0.0001964517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.07721498,0.01836864,0.8670634,0.0005836455,0.000850217,0.0002096146,0.0001955081,0.0008093908,0.03470468],"genre_scores_gemma":[0.3964361,0.02067594,0.5260662,0.0002138652,0.0002587059,0.0003878504,0.0003839664,0.0005765181,0.0550008],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006349789,"threshold_uncertainty_score":0.0212422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976564037","doi":"10.60662/cncz-7372","title":"L’accès à la technologie moderne pour les PME manufacturières","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Context (archaeology); Work (physics); Production (economics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.021300509128998,"gpt":0.2748147460787742,"spread":0.2535142369497762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0107885,0.001716991,0.001776376,0.005440062,0.001617977,0.006925905,0.002022503,0.003994685,0.01693386],"category_scores_gemma":[0.01583959,0.001118279,0.002036695,0.003106693,0.00162946,0.004344859,0.002016778,0.004153586,0.007066605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492588,"about_ca_system_score_gemma":0.006807745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164738,"about_ca_topic_score_gemma":0.01044122,"domain_scores_codex":[0.9846684,0.004551768,0.001000294,0.001265441,0.008050148,0.0004638997],"domain_scores_gemma":[0.9898446,0.003480951,0.0008120676,0.001555635,0.003962125,0.0003446156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001041904,0.0009058429,0.007368361,0.00238128,0.0001739746,0.0005586093,0.0009566504,0.02058597,0.1706083,0.06072032,0.01720263,0.7174962],"study_design_scores_gemma":[0.0003004061,0.001440038,0.01809502,0.001351163,0.0001050683,0.00192987,0.0005249028,0.02973018,0.1389877,0.02114469,0.786056,0.0003349256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1124978,0.04206071,0.7099658,0.01727304,0.004805307,0.001049195,0.005880991,0.005092222,0.1013749],"genre_scores_gemma":[0.1605122,0.02574997,0.751031,0.001421561,0.001452685,0.001515589,0.004396298,0.0006942314,0.05322641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01693386,"threshold_uncertainty_score":0.05705571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6939135660","doi":"10.60662/2cnm-8m64","title":"Risques de SST reliés à l'usage des véhicules autoguidés dans le contexte de l'Industrie 4.0","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Context (archaeology); Set (abstract data type); Identification (biology); Perspective (graphical); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02223795980116466,"gpt":0.2274164976301866,"spread":0.2051785378290219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002174061,0.0006677512,0.0007915681,0.002386663,0.0008910864,0.003531633,0.001092546,0.002357496,0.01894381],"category_scores_gemma":[0.01788367,0.000369931,0.001390594,0.001662621,0.0007571342,0.00217775,0.001405542,0.002135486,0.003580617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041676,"about_ca_system_score_gemma":0.00132631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02887855,"about_ca_topic_score_gemma":0.01836352,"domain_scores_codex":[0.9967647,0.0009131415,0.0002846382,0.0003938697,0.001120657,0.0005230642],"domain_scores_gemma":[0.9736034,0.01398078,0.005077874,0.001669666,0.003969942,0.001698376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007026977,0.0002467364,0.9365695,0.0001808841,0.0003020499,0.001346128,0.001081434,0.002303815,0.001630122,0.00241688,0.003287481,0.04993239],"study_design_scores_gemma":[0.00002733884,0.0007683686,0.9564305,0.0005434597,0.0004043172,0.005657083,0.004679798,0.01003829,0.002399539,0.002560737,0.01638271,0.0001078225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753617,0.00237512,0.002823142,0.00133983,0.0001394346,0.0000383603,0.00193981,0.0002103916,0.01577223],"genre_scores_gemma":[0.9886538,0.001290094,0.0007509311,0.00008942241,0.0001054435,0.00003457584,0.001597075,0.00005091706,0.007427727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02887855,"threshold_uncertainty_score":0.06337339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6958028413","doi":"10.60662/a76g-pc78","title":"Evaluation of railway operations efficiency within a port using simulation: a preliminary study","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Trois-Rivières","funders":"","keywords":"Port (circuit theory); Work (physics); Process (computing); Automation; Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2864924426712856,"gpt":0.4598776755732257,"spread":0.1733852329019401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126013,0.000667436,0.0007570158,0.0006863673,0.000531377,0.0008798397,0.0007178932,0.0008393676,0.001801674],"category_scores_gemma":[0.002818745,0.0002799701,0.0007843546,0.0008746856,0.0004303739,0.0009491877,0.0003996895,0.0004676411,0.0002218714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145148,"about_ca_system_score_gemma":0.0010877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231309,"about_ca_topic_score_gemma":0.0107118,"domain_scores_codex":[0.9993524,0.0003556407,0.00004408396,0.00007565437,0.0000950817,0.00007721755],"domain_scores_gemma":[0.996644,0.002369267,0.0001559228,0.0002521529,0.0004289724,0.0001496302],"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":[0.001428763,0.001775863,0.04162338,0.0001363532,0.0001083244,0.0003015824,0.000345917,0.9254462,0.00925409,0.0008914593,0.0002616643,0.01842648],"study_design_scores_gemma":[0.0000429179,0.001212205,0.01290075,0.000008358426,0.00006159877,0.00003623533,0.0003106354,0.9805998,0.004330741,0.0001757915,0.0002996854,0.00002125198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944666,0.00001820098,0.004044909,0.00001837893,0.000003654551,0.00003930361,0.0000866987,0.00005069994,0.001271555],"genre_scores_gemma":[0.9968087,0.00002658991,0.002605391,0.000001910993,0.000001523968,0.00002897947,0.0001130221,0.000007558679,0.0004063059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231309,"threshold_uncertainty_score":0.04599249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6920212779","doi":"10.60662/f09b-av82","title":"Économie circulaire en viabilité hivernale : analyse de structures de chaîne d’approvisionnement en boucle fermée et modèles de contrats","year":2023,"lang":"fr","type":"article","venue":"Collection numérique (UQTR)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Constraint (computer-aided design); Order (exchange); Arrow","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01586551330068455,"gpt":0.2568672183683646,"spread":0.24100170506768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005152171,0.0009633863,0.002144323,0.001824829,0.001492373,0.006937666,0.002697546,0.003680566,0.01486257],"category_scores_gemma":[0.02736688,0.001570236,0.002284623,0.002180279,0.002561379,0.007927846,0.00225006,0.004076273,0.001020307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005953374,"about_ca_system_score_gemma":0.003762087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08290922,"about_ca_topic_score_gemma":0.04335505,"domain_scores_codex":[0.9981307,0.0007713739,0.00006184992,0.0005090985,0.0002557233,0.0002712],"domain_scores_gemma":[0.9727823,0.02298463,0.001535665,0.0008145237,0.001248458,0.0006344098],"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":[0.000138476,0.0001032573,0.006563946,0.0001037559,0.0001309168,0.0001684543,0.0004176803,0.7607286,0.0006082935,0.2201702,0.001375947,0.009490502],"study_design_scores_gemma":[0.0000229187,0.00004004811,0.001529504,0.00003911992,0.00004343581,0.00004499383,0.0001631765,0.9293938,0.0002761926,0.06686274,0.001557697,0.00002647478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4448534,0.002207768,0.5191431,0.004134662,0.0001322512,0.0001172151,0.0008592308,0.0003403057,0.02821206],"genre_scores_gemma":[0.9044036,0.001279244,0.05708712,0.0001847117,0.00009210388,0.0001611554,0.0006220526,0.0002120715,0.03595796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08290922,"threshold_uncertainty_score":0.1648533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976575307","doi":"10.60662/ysxb-1w14","title":"Reliability evaluation of different scenarios of planned replacement and imperfect periodic inspection","year":2023,"lang":"en","type":"article","venue":"Collection numérique (UQTR)","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"Reliability (semiconductor); Imperfect; Selection (genetic algorithm); Production (economics); Measure (data warehouse)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04963112584720605,"gpt":0.3602143649071917,"spread":0.3105832390599857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00825508,0.0006254993,0.001016201,0.001369311,0.0003926728,0.000999187,0.001363649,0.001109737,0.001744478],"category_scores_gemma":[0.02327895,0.0003164891,0.0008226407,0.0008019212,0.0008105769,0.0007792613,0.0005285298,0.0004502739,0.0001804454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527902,"about_ca_system_score_gemma":0.001059014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009841047,"about_ca_topic_score_gemma":0.00522124,"domain_scores_codex":[0.9963768,0.001797275,0.000147358,0.0004492934,0.0008791991,0.0003500356],"domain_scores_gemma":[0.9627712,0.03015184,0.001663793,0.001439982,0.003588361,0.0003848221],"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":[0.001109158,0.00008681235,0.006271232,0.0002427058,0.00008780802,0.0002013612,0.00007658079,0.9714608,0.002546886,0.001862698,0.0007326305,0.01532126],"study_design_scores_gemma":[0.00003223804,0.0003422803,0.005864894,0.00002203524,0.00006731515,0.0001092649,0.0000601364,0.9910215,0.00153333,0.0007153177,0.0002130543,0.00001875412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129567,0.0008968806,0.07866651,0.0002863348,0.00008976939,0.0001239566,0.0006000891,0.0005845075,0.005795326],"genre_scores_gemma":[0.9935731,0.0000584078,0.005586306,0.000008768371,0.000008365753,0.00002209325,0.0001822201,0.00002017927,0.0005404029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009841047,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}