{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"6c78677da709","filters":{"venue":"Peer Community Journal"}},"results":[{"id":"W4297888171","doi":"10.24072/pcjournal.173","title":"EukProt: A database of genome-scale predicted proteins across the diversity of eukaryotes","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":212,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Science for Life Laboratory; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Svenska Forskningsrådet Formas; Deutsche Forschungsgemeinschaft; European Commission; Gordon and Betty Moore Foundation; Agence Nationale de la Recherche; Vetenskapsrådet; Generalitat de Catalunya; National Science Foundation","keywords":"Diversity (politics); Genome; Biology; Scale (ratio); Evolutionary biology; Computational biology; Geography; Genetics; Gene; Sociology; Cartography; Anthropology","authors":[{"name":"Daniel J. Richter","is_ca":false},{"name":"Cédric Berney","is_ca":false},{"name":"Jürgen F. H. Strassert","is_ca":false},{"name":"Yu-Ping Poh","is_ca":false},{"name":"Emily K. Herman","is_ca":true},{"name":"Sergio A. Muñoz-Gómez","is_ca":false},{"name":"Jeremy G. Wideman","is_ca":false},{"name":"Fabien Burki","is_ca":false},{"name":"Colomban de Vargas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0274859170767314,"gpt":0.2588532816666173,"spread":0.2313673645898859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448424,0.002447305,0.00186386,0.007829916,0.002124537,0.003338441,0.001875704,0.001045217,0.01704783],"category_scores_gemma":[0.003192333,0.001423227,0.001146428,0.01001043,0.0003536658,0.003353917,0.002853826,0.001471775,0.01885603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921737,"about_ca_system_score_gemma":0.001482934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008150704,"about_ca_topic_score_gemma":0.001325239,"domain_scores_codex":[0.9989625,0.000130956,0.0001845965,0.000366004,0.0002389827,0.0001169829],"domain_scores_gemma":[0.9986175,0.0002445377,0.0003489628,0.000207017,0.0002971298,0.0002848488],"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":[0.007646552,0.0004253886,0.01363275,0.01272934,0.000848571,0.002340873,0.001378875,0.002441902,0.2396336,0.005352417,0.5679153,0.1456544],"study_design_scores_gemma":[0.0007545743,0.0007569903,0.04910022,0.001373032,0.000695335,0.005380412,0.0008398507,0.004880344,0.04259603,0.006904683,0.8862742,0.0004443359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06242688,0.006737051,0.02696855,0.0006005584,0.0004184528,0.0002100675,0.8629982,0.02996907,0.009671109],"genre_scores_gemma":[0.01553428,0.001368603,0.02894188,0.0001010468,0.00007002059,0.0001396145,0.9503741,0.001894136,0.001576288],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01704783,"threshold_uncertainty_score":0.05703062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307376223","doi":"10.24072/pcjournal.181","title":"Guidelines for the reliable use of high throughput sequencing technologies to detect plant pathogens and pests","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Food Inspection Agency","funders":"European Commission","keywords":"Computer science; Emerging technologies; Identification (biology); Reliability (semiconductor); Biotechnology; Biology; Ecology; Artificial intelligence","authors":[{"name":"Sébastien Massart","is_ca":false},{"name":"Ian P. Adams","is_ca":false},{"name":"Maher Al Rwahnih","is_ca":false},{"name":"Steve Baeyen","is_ca":false},{"name":"Guillaume J. Bilodeau","is_ca":true},{"name":"Arnaud G. Blouin","is_ca":false},{"name":"Neil Boonham","is_ca":false},{"name":"Thierry Candresse","is_ca":false},{"name":"Anne Chandellier","is_ca":false},{"name":"Kris De Jonghe","is_ca":false},{"name":"Adrian Fox","is_ca":false},{"name":"Yahya Z. A. Gaafar","is_ca":false},{"name":"Pascal Gentit","is_ca":false},{"name":"Annelies Haegeman","is_ca":false},{"name":"Wellcome Ho","is_ca":false},{"name":"Oscar P. Hurtado‐Gonzales","is_ca":false},{"name":"Wilfried Jonkers","is_ca":false},{"name":"Jan Kreuze","is_ca":false},{"name":"Denis Kutjnak","is_ca":false},{"name":"Blanca B. Landa","is_ca":false},{"name":"Mingxin Liu","is_ca":false},{"name":"François Maclot","is_ca":false},{"name":"Marta Malapi-Wight","is_ca":false},{"name":"Hans J. Maree","is_ca":false},{"name":"Francesco Martoni","is_ca":false},{"name":"Nataša Mehle","is_ca":false},{"name":"A. Minafra","is_ca":false},{"name":"Dimitre Mollov","is_ca":false},{"name":"Adriana Gonçalves Moreira","is_ca":false},{"name":"Mark K. Nakhla","is_ca":false},{"name":"Françoise Petter","is_ca":false},{"name":"Alexander M. Piper","is_ca":false},{"name":"Julien Ponchart","is_ca":false},{"name":"Robbie Rae","is_ca":false},{"name":"Benoît Remenant","is_ca":false},{"name":"Yazmín Rivera","is_ca":false},{"name":"Brendan Rodoni","is_ca":false},{"name":"Marleen Botermans","is_ca":false},{"name":"J. W. Roenhorst","is_ca":false},{"name":"Johan Rollin","is_ca":false},{"name":"Pasquale Saldarelli","is_ca":false},{"name":"Johanna Santala","is_ca":false},{"name":"Rose Souza‐Richards","is_ca":false},{"name":"D. Spadaro","is_ca":false},{"name":"David J. Studholme","is_ca":false},{"name":"Stefanie Sultmanis","is_ca":true},{"name":"R.A.A. van der Vlugt","is_ca":false},{"name":"Lucie Tamisier","is_ca":false},{"name":"Charlotte Trontin","is_ca":false},{"name":"Inés Vázquez-Iglesias","is_ca":false},{"name":"Cláudia S. L. Vicente","is_ca":false},{"name":"Bart van de Vossenberg","is_ca":false},{"name":"Marcel Westenberg","is_ca":false},{"name":"Thierry Wetzel","is_ca":false},{"name":"Heiko Ziebell","is_ca":false},{"name":"B. S. M. Lebas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2891004267194766,"gpt":0.3396521092173082,"spread":0.05055168249783154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04329081,0.002345875,0.001930394,0.008269806,0.002803881,0.004079566,0.007955189,0.012809,0.006927575],"category_scores_gemma":[0.07825924,0.001954863,0.003351482,0.004239163,0.003426476,0.00354053,0.002936053,0.006690303,0.01293234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314802,"about_ca_system_score_gemma":0.01276574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007711707,"about_ca_topic_score_gemma":0.01134897,"domain_scores_codex":[0.9500954,0.01851837,0.01099947,0.001917508,0.01660348,0.001865723],"domain_scores_gemma":[0.8503464,0.05867841,0.009885493,0.01029051,0.06816064,0.00263846],"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":[0.0006513691,0.001206555,0.006734457,0.01704222,0.0002370234,0.003851754,0.00465085,0.006684545,0.05095449,0.03988557,0.4700094,0.3980917],"study_design_scores_gemma":[0.00007430001,0.0004081566,0.006380584,0.00904423,0.0002046438,0.001568924,0.001058843,0.001832384,0.01281124,0.01352654,0.9528646,0.0002254169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0233318,0.08757115,0.5831008,0.07010021,0.01154396,0.02142312,0.01916641,0.01190545,0.1718572],"genre_scores_gemma":[0.03026312,0.0435432,0.8180978,0.02523547,0.001848156,0.02050391,0.01788622,0.001584289,0.04103787],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04329081,"threshold_uncertainty_score":0.2289464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321645621","doi":"10.24072/pcjournal.246","title":"Automatic approach-avoidance tendency toward physical activity, sedentary, and neutral stimuli as a function of age, explicit affective attitude, and intention to be active","year":2023,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruyère; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Banting Research Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychology; Physical activity; Function (biology); Social psychology; Attitude; Cognitive psychology; Developmental psychology; Physical medicine and rehabilitation; Medicine","authors":[{"name":"Ata Farajzadeh","is_ca":true},{"name":"Miriam Goubran","is_ca":true},{"name":"Alexa Beehler","is_ca":true},{"name":"Noura Cherkaoui","is_ca":true},{"name":"Paula Morrison","is_ca":true},{"name":"Margaux de Chanaleilles","is_ca":false},{"name":"Silvio Maltagliati","is_ca":false},{"name":"Boris Cheval","is_ca":false},{"name":"Matthew W. Miller","is_ca":false},{"name":"Lisa Sheehy","is_ca":true},{"name":"Martin Bilodeau","is_ca":true},{"name":"Dan Orsholits","is_ca":false},{"name":"Matthieu P. Boisgontier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1850859222386725,"gpt":0.4404842975865386,"spread":0.2553983753478661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009985,0.0003941175,0.0002524783,0.0004816789,0.0001156684,0.0004509677,0.0001310699,0.0002523508,0.001091548],"category_scores_gemma":[0.004769872,0.000281173,0.0003116457,0.0002140387,0.0002096135,0.0002508407,0.0003322972,0.0003045494,0.0001507362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222867,"about_ca_system_score_gemma":0.0001148335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465374,"about_ca_topic_score_gemma":0.003542537,"domain_scores_codex":[0.9997358,0.0000606715,0.00003153106,0.00007832614,0.00006531002,0.00002838035],"domain_scores_gemma":[0.9959687,0.001864744,0.001395935,0.0002634046,0.0002491621,0.0002580984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007198922,0.0001268681,0.9886685,0.00002234798,0.0001346656,0.00003624614,0.0003395815,0.0001394513,0.004894637,0.00001689236,0.00003111546,0.004869855],"study_design_scores_gemma":[0.000003439673,0.0001651625,0.9991232,0.000001252869,0.00001504295,0.00006002601,0.0000389855,0.0002857447,0.0002675529,0.00001473393,0.00002182638,0.000003056931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996331,0.00003890309,0.0001640134,0.000002007614,0.000001667952,0.000005163979,0.00004400094,0.000004046502,0.0001070586],"genre_scores_gemma":[0.9991541,0.00003652566,0.0003517475,0.000004944639,0.000002227746,0.00001589948,0.000178781,0.00000261319,0.0002530984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465374,"threshold_uncertainty_score":0.005341351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220809366","doi":"10.24072/pcjournal.104","title":"Pre- and post-oviposition behavioural strategies to protect eggs against extreme winter cold in an insect with maternal care","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada; University of Fredericton; Université du Québec à Montréal","funders":"","keywords":"Hatching; Biology; Offspring; Population; Paternal care; Ecology; Zoology; Insect; Demography; Pregnancy","authors":[{"name":"Jean‐Claude Tourneur","is_ca":true},{"name":"Claire Cole","is_ca":false},{"name":"Jess Vickruck","is_ca":true},{"name":"Simon Dupont","is_ca":false},{"name":"Joël Meunier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08241948536360508,"gpt":0.2533658022699392,"spread":0.1709463169063341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135223,0.0002012999,0.0001865782,0.0001896608,0.0002508879,0.0002913631,0.0001562555,0.0002110931,0.0005958393],"category_scores_gemma":[0.0001984332,0.0001342892,0.0001864797,0.00007519147,0.0001803606,0.0001837734,0.0002028146,0.0002309863,0.0001035121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465903,"about_ca_system_score_gemma":0.0001202786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008159963,"about_ca_topic_score_gemma":0.004117217,"domain_scores_codex":[0.9999328,0.00001343594,0.000006091919,0.00002293206,0.000009199111,0.00001566171],"domain_scores_gemma":[0.9998385,0.00001967158,0.0000704156,0.00001827246,0.00001720442,0.00003591524],"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":[0.0001693532,0.0001338342,0.1926127,0.0001052156,0.0000602283,0.0002434647,0.0004284114,0.0003354151,0.7904663,0.0001129687,0.00009134864,0.01524078],"study_design_scores_gemma":[0.00000446586,0.0003282353,0.9916989,0.00000787162,0.00002283477,0.0002211413,0.0001888333,0.0005769646,0.006516273,0.00003466566,0.0003935215,0.000006335994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993764,0.0001319136,0.0002180577,0.000008633522,0.00000105007,0.000004220129,0.00001978783,0.000005186859,0.000234787],"genre_scores_gemma":[0.9984745,0.0001091768,0.0009739607,0.00003090481,0.000004655488,0.000009425669,0.00007412329,0.000003821178,0.0003194201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008159963,"threshold_uncertainty_score":0.001993299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201605410","doi":"10.24072/pcjournal.33","title":"Social capital: an independent dimension of healthy ageing","year":2021,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Social capital; Ageing; Dimension (graph theory); Healthy ageing; Economics; Sociology; Medicine; Social science; Mathematics; Internal medicine","authors":[{"name":"Cédric Sueur","is_ca":false},{"name":"Martin Quque","is_ca":false},{"name":"Alexandre Naud","is_ca":true},{"name":"Audrey Bergouignan","is_ca":false},{"name":"François Criscuolo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09188333357858486,"gpt":0.4017208934803022,"spread":0.3098375599017174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543827,0.0002519029,0.0002776095,0.0006946986,0.0006057209,0.001459204,0.0002349496,0.0004063716,0.003959125],"category_scores_gemma":[0.003355318,0.00008125855,0.0001837061,0.0005566178,0.0009914497,0.0008999261,0.001208531,0.0004949428,0.0002614833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253691,"about_ca_system_score_gemma":0.000531945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687495,"about_ca_topic_score_gemma":0.002497187,"domain_scores_codex":[0.9994544,0.0001924581,0.00002611433,0.00009081052,0.0001486247,0.00008759705],"domain_scores_gemma":[0.9977053,0.0004836345,0.0006706889,0.000129224,0.0002392745,0.000771964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003324828,0.0005679255,0.4746108,0.0009462321,0.0007239127,0.0007890048,0.01155499,0.000730306,0.009205483,0.05548587,0.008934619,0.4361183],"study_design_scores_gemma":[0.00001287649,0.000258195,0.9408902,0.0002761716,0.000146286,0.0005597553,0.002520411,0.000702247,0.000557786,0.03434137,0.01967648,0.00005825928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157043,0.008947291,0.007963898,0.007200902,0.0003612229,0.00008021019,0.0006701246,0.00006532508,0.05900666],"genre_scores_gemma":[0.9962435,0.001256504,0.00089061,0.0001334831,0.0001000597,0.00001127709,0.00008447833,0.000004137283,0.001276014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003959125,"threshold_uncertainty_score":0.01324457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225712689","doi":"10.24072/pcjournal.106","title":"Insect herbivory on urban trees: Complementary effects of tree neighbours and predation","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche; Université du Québec à Montréal","keywords":"Herbivore; Predation; Ecology; Biology; Predator; Ecosystem; Forest ecology; Insect","authors":[{"name":"Alex Stemmelen","is_ca":false},{"name":"Alain Paquette","is_ca":true},{"name":"Marie‐Lise Benot","is_ca":false},{"name":"Yasmine Kadiri","is_ca":false},{"name":"Hervé Jactel","is_ca":false},{"name":"Bastien Castagneyrol","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03062999918065944,"gpt":0.2601539628888311,"spread":0.2295239637081716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000218075,0.0001970773,0.0002164206,0.0003694533,0.0003963994,0.0005258231,0.0002023377,0.0001258072,0.001156124],"category_scores_gemma":[0.0005479238,0.0001089748,0.0001674251,0.0003017359,0.0004005036,0.0002026062,0.0004591243,0.0001568571,0.00006358261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008507911,"about_ca_system_score_gemma":0.0004508381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06677141,"about_ca_topic_score_gemma":0.2876133,"domain_scores_codex":[0.9998407,0.00003958867,0.000004571441,0.00002849692,0.00003825398,0.00004834018],"domain_scores_gemma":[0.9993709,0.0001223559,0.0002142584,0.00003170097,0.00009450344,0.0001664429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003760537,0.00006827631,0.9818345,0.00004466555,0.0000974582,0.0001435669,0.000526002,0.0002825886,0.01111179,0.0001166501,0.00007749332,0.005321032],"study_design_scores_gemma":[6.537681e-7,0.00002179451,0.999464,0.000002149857,0.000009128048,0.00002534957,0.000171433,0.0001243581,0.0001294924,0.00001324352,0.00003679614,0.000001585382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995844,0.00007059227,0.00003775592,0.000007211495,3.46859e-7,0.00000150151,0.00002429624,8.803155e-7,0.000273022],"genre_scores_gemma":[0.9997213,0.00003229496,0.00005709597,0.000004840967,7.29057e-7,0.000001385435,0.00003005907,7.48062e-7,0.0001515143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06677141,"threshold_uncertainty_score":0.1327655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393090339","doi":"10.24072/pcjournal.405","title":"Cities as parasitic amplifiers? Malaria prevalence and diversity in great tits along an urbanization gradient","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Toronto","funders":"Agence Nationale de la Recherche","keywords":"Urbanization; Plasmodium (life cycle); Haemoproteus; Biology; Parus; Avian malaria; Leucocytozoon; Malaria; Ecology; Diversity (politics); Zoology; Parasite hosting; Plasmodium falciparum; Immunology; Gametocyte","authors":[{"name":"Aude E. Caizergues","is_ca":true},{"name":"Benjamin Robira","is_ca":false},{"name":"Charles Perrier","is_ca":false},{"name":"Mélanie Jeanneau","is_ca":false},{"name":"Arnaud Berthomieu","is_ca":false},{"name":"Samuel Perret","is_ca":false},{"name":"Sylvain Gandon","is_ca":false},{"name":"Anne Charmantier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03797904759494315,"gpt":0.292796430984304,"spread":0.2548173833893608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001758453,0.0001104235,0.0001500752,0.0005083973,0.0003689245,0.0005291583,0.0001349821,0.0002432507,0.001363714],"category_scores_gemma":[0.0004233081,0.0001691933,0.0001887274,0.0004972459,0.0004212395,0.0003935799,0.0004128223,0.0002359571,0.0001662333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088399,"about_ca_system_score_gemma":0.0001341662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003906074,"about_ca_topic_score_gemma":0.008838565,"domain_scores_codex":[0.9998217,0.00005468579,0.00001104137,0.00004981392,0.0000213745,0.00004137453],"domain_scores_gemma":[0.9996799,0.00004232539,0.0001327838,0.00002337546,0.00003427457,0.00008735008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006643339,0.00001723369,0.9962303,0.00000869275,0.00002782502,0.00009386944,0.0004180259,0.00002286601,0.001375444,0.00004299005,0.00004741491,0.001648937],"study_design_scores_gemma":[5.376309e-7,0.00001736054,0.9994487,0.000001878702,0.00000604219,0.00007896462,0.0003040323,0.00004775586,0.00002479851,0.00001148791,0.00005715666,0.000001226228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996367,0.0000661823,0.0000246801,0.00002103438,0.00000182142,0.000001534425,0.00002726861,9.109399e-7,0.0002199495],"genre_scores_gemma":[0.9998098,0.00003699423,0.00002517821,0.000008152037,0.000003914196,0.00000136185,0.00002806233,5.018807e-7,0.00008599546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003906074,"threshold_uncertainty_score":0.007766664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408382219","doi":"10.24072/pcjournal.527","title":"Factors shaping vaginal microbiota long-term community dynamics in young adult women","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Dynamics (music); Term (time); Medicine; Psychology; Physics","authors":[{"name":"Tsukushi Kamiya","is_ca":false},{"name":"Nicolas Tessandier","is_ca":false},{"name":"Baptiste Elie","is_ca":false},{"name":"Claire Bernat","is_ca":false},{"name":"Vanina Boué","is_ca":false},{"name":"Sophie Grasset","is_ca":false},{"name":"Soraya Groc","is_ca":false},{"name":"Massilva Rahmoun","is_ca":false},{"name":"Christian P. Selinger","is_ca":false},{"name":"Michael S. Humphrys","is_ca":false},{"name":"Marine Bonneau","is_ca":false},{"name":"Christelle Graf","is_ca":false},{"name":"Jacques Reynes","is_ca":false},{"name":"Vincent Tribout","is_ca":false},{"name":"Michel Segondy","is_ca":false},{"name":"Nathalie Boulle","is_ca":false},{"name":"Jacques Ravel","is_ca":false},{"name":"Carmen Lía Murall","is_ca":true},{"name":"Samuel Alizon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05396822878181114,"gpt":0.341624578066863,"spread":0.2876563492850518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009252169,0.0001342283,0.000264851,0.0003112763,0.0003691324,0.0004936377,0.0002161771,0.0004426043,0.001093499],"category_scores_gemma":[0.004877227,0.0002280687,0.0003045814,0.000359558,0.0002249249,0.0002963236,0.0004784523,0.0004252102,0.0001710529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903689,"about_ca_system_score_gemma":0.0003805016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659954,"about_ca_topic_score_gemma":0.01984197,"domain_scores_codex":[0.9995654,0.0002029171,0.0000194405,0.0001026548,0.00003300752,0.0000765873],"domain_scores_gemma":[0.9991309,0.0003032515,0.000265216,0.00009235101,0.00008800026,0.0001202384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182249,0.00003001565,0.9902519,0.00002451498,0.00005889634,0.0001114915,0.0004980253,0.0003393189,0.00139783,0.0001283105,0.0001432312,0.00683431],"study_design_scores_gemma":[0.000005632727,0.000141131,0.9958478,0.00002811069,0.00003661276,0.0001863779,0.0008004993,0.001904284,0.0002038776,0.000436868,0.0003986849,0.00001009769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976426,0.0005455642,0.00107464,0.0001036579,0.000005494102,0.00001122176,0.0003735125,0.00000492935,0.0002383041],"genre_scores_gemma":[0.9991176,0.0001659606,0.0003582706,0.00003514557,0.000004082987,0.000008962381,0.0001897495,0.000002364612,0.0001179238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01659954,"threshold_uncertainty_score":0.03300583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306167456","doi":"10.24072/pcjournal.178","title":"HMMploidy: inference of ploidy levels from short-read sequencing data","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Erasmus+; Natural Environment Research Council; Novo Nordisk Fonden; Medical Research Council; Aarhus Universitet; Canadian Institute for Advanced Research; Novo Nordisk; Sight Research UK; Wellcome Trust","keywords":"Inference; Ploidy; Computational biology; Computer science; Biology; Artificial intelligence; Genetics; Gene","authors":[{"name":"Samuele Soraggi","is_ca":false},{"name":"Johanna Rhodes","is_ca":false},{"name":"Isin Altinkaya","is_ca":false},{"name":"Oliver Tarrant","is_ca":false},{"name":"François Balloux","is_ca":false},{"name":"Matthew C. Fisher","is_ca":false},{"name":"Matteo Fumagalli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2804271541786932,"gpt":0.3243886505353847,"spread":0.0439614963566915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003144439,0.0007204517,0.0007740197,0.002498587,0.0005433669,0.001465713,0.0008046439,0.0009966386,0.002679306],"category_scores_gemma":[0.01405079,0.0005669489,0.001034877,0.001682656,0.0005269776,0.001604995,0.001551139,0.001212585,0.0009674503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772072,"about_ca_system_score_gemma":0.0009606329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498042,"about_ca_topic_score_gemma":0.004664279,"domain_scores_codex":[0.9988028,0.0002460648,0.0001008727,0.0005514168,0.0002284283,0.00007051246],"domain_scores_gemma":[0.9942912,0.003462938,0.0009378028,0.0007236322,0.0003767583,0.0002076173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001806764,0.0002217647,0.2292784,0.002037263,0.001933856,0.0009807595,0.001675801,0.1117545,0.2565368,0.007078025,0.009812886,0.3768831],"study_design_scores_gemma":[0.000156934,0.000345048,0.1138316,0.0002753096,0.0003613104,0.001137427,0.0005167168,0.7119851,0.1174307,0.02702718,0.02665942,0.00027314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2162727,0.00139041,0.7563399,0.0002014868,0.00009133497,0.0001198286,0.01373651,0.0106478,0.00120002],"genre_scores_gemma":[0.5485308,0.0005240057,0.4322375,0.0001966583,0.00004981685,0.0001827794,0.01586551,0.001307208,0.001105585],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003144439,"threshold_uncertainty_score":0.01662958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293697705","doi":"10.24072/pcjournal.163","title":"Improving species conservation plans under IUCN’s One Plan Approach using quantitative genetic methods","year":2022,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Phenotypic plasticity; Ex situ conservation; Biology; Quantitative genetics; Evolutionary biology; Adaptation (eye); Quantitative trait locus; Extinction (optical mineralogy); Population; Ecology; Genetic variation; Endangered species; Habitat; Genetics; Demography","authors":[{"name":"Drew Sauve","is_ca":true},{"name":"Jane Hudecki","is_ca":false},{"name":"Jessica Steiner","is_ca":false},{"name":"Hazel Wheeler","is_ca":false},{"name":"Colleen Lynch","is_ca":false},{"name":"Amy A. Chabot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494310547794193,"gpt":0.3413369459283551,"spread":0.1919058911489358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03257432,0.001574076,0.000992859,0.004968248,0.001257367,0.002307367,0.003290941,0.001282738,0.004417443],"category_scores_gemma":[0.01778253,0.0004309944,0.0009330334,0.003724374,0.002469709,0.002577139,0.002941971,0.002318451,0.0005080054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003562028,"about_ca_system_score_gemma":0.008006194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008898431,"about_ca_topic_score_gemma":0.01562289,"domain_scores_codex":[0.9899616,0.005653168,0.0004570155,0.0008895411,0.002648305,0.0003902884],"domain_scores_gemma":[0.9868868,0.003710257,0.003516548,0.001946747,0.003241156,0.0006984309],"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":[0.0001708535,0.0002339704,0.03734805,0.001844352,0.000388841,0.0003029804,0.001291104,0.01746639,0.007449154,0.07903036,0.02209483,0.8323792],"study_design_scores_gemma":[0.0002717032,0.002056268,0.1310461,0.004606866,0.0008218039,0.001669164,0.003812208,0.08345896,0.01737084,0.244684,0.5096698,0.0005322532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03293958,0.0106442,0.8597104,0.02005351,0.002156388,0.002609435,0.004531119,0.002042655,0.06531277],"genre_scores_gemma":[0.1245193,0.00594383,0.8569946,0.002591751,0.0002535559,0.002198464,0.002006403,0.0001840585,0.005307992],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03257432,"threshold_uncertainty_score":0.1722715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391176002","doi":"10.24072/pcjournal.358","title":"Characterization of the bioaccumulation and toxicity of copper pyrithione, an antifouling compound, on juveniles of rainbow trout","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Université de Bordeaux","keywords":"Rainbow trout; Bioaccumulation; Biofouling; Toxicity; Copper; Environmental chemistry; Chemistry; Copper toxicity; Fishery; Fish <Actinopterygii>; Biology; Organic chemistry; Biochemistry","authors":[{"name":"Charlotte Bourdon","is_ca":true},{"name":"Jérôme Cachot","is_ca":false},{"name":"Patrice Gonzalez","is_ca":false},{"name":"Patrice Couture","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02103828718997993,"gpt":0.239434827546286,"spread":0.2183965403563061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007747263,0.0002159181,0.0001874995,0.0001625257,0.0001373519,0.0002014814,0.0001077618,0.0002230543,0.0004454332],"category_scores_gemma":[0.0001104229,0.0001072483,0.0002219344,0.0001253835,0.0001537168,0.0001241344,0.0001792018,0.0002358456,0.0001149742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228993,"about_ca_system_score_gemma":0.000327803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004460339,"about_ca_topic_score_gemma":0.007034708,"domain_scores_codex":[0.9999342,0.000004089732,0.000005518051,0.00001971847,0.00002371946,0.00001283734],"domain_scores_gemma":[0.9999058,0.000007886348,0.00002948902,0.000005148641,0.00003472416,0.0000169971],"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":[0.00006314154,0.00001560654,0.004271606,0.00003045752,0.000005395369,0.00005369332,0.00003838346,0.00007188447,0.9946842,0.000007421816,0.00001166571,0.000746566],"study_design_scores_gemma":[0.00001474282,0.003625037,0.2462616,0.00001262796,0.00008371114,0.000288884,0.0004218484,0.00096357,0.7470589,0.00004681461,0.001198465,0.000023798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993846,0.00009291296,0.0002144422,0.000008578866,0.000003108438,0.000007571993,0.0001293612,0.000005433991,0.0001539419],"genre_scores_gemma":[0.9965216,0.0002566603,0.0006824147,0.00002847498,0.000002985708,0.00001975651,0.0003189257,0.000005183597,0.002164033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004460339,"threshold_uncertainty_score":0.008868754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386256212","doi":"10.24072/pcjournal.303","title":"Genomic data suggest parallel dental vestigialization within the xenarthran radiation","year":2023,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"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; France-Berkeley Fund; Université de Montpellier; Broad Institute; European Commission; Campus France; Universidad de la República Uruguay; Centre Méditerranéen de l’Environnement et de la Biodiversité; Centre National de la Recherche Scientifique; Canada Research Chairs; Agence Nationale de la Recherche; Louisiana State University; National Science Foundation","keywords":"Biology; Armadillo; Evolutionary biology; Most recent common ancestor; Xenarthra; Lineage (genetic); Genetics; Gene; Genome; Zoology; Paleontology","authors":[{"name":"Christopher A. Emerling","is_ca":false},{"name":"Gillian C. Gibb","is_ca":false},{"name":"Marie‐Ka Tilak","is_ca":false},{"name":"Jonathan J. Hughes","is_ca":false},{"name":"Melanie Kuch","is_ca":false},{"name":"Ana T. Duggan","is_ca":false},{"name":"Hendrik N. Poinar","is_ca":false},{"name":"Michael W. Nachman","is_ca":false},{"name":"Frédéric Delsuc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05526994888436536,"gpt":0.2965766137075678,"spread":0.2413066648232025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256234,0.000256076,0.0002589547,0.0009916854,0.0004374839,0.0004870405,0.0002971962,0.0004053303,0.002628746],"category_scores_gemma":[0.0003994187,0.0001923874,0.0003027768,0.0005157217,0.0007446163,0.0003361084,0.0006936782,0.0004928424,0.0004504759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546663,"about_ca_system_score_gemma":0.0001895568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004347167,"about_ca_topic_score_gemma":0.001112989,"domain_scores_codex":[0.9998203,0.00001535328,0.00001344526,0.00008981444,0.00003164911,0.00002939003],"domain_scores_gemma":[0.9996557,0.00008689499,0.0001093817,0.00005391204,0.00004768105,0.00004637627],"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":[0.00066857,0.00003998094,0.1975864,0.0002306879,0.0001466557,0.0008740911,0.001604556,0.0004984987,0.7708044,0.001443014,0.00006339786,0.0260398],"study_design_scores_gemma":[0.00001131588,0.0002243541,0.9881248,0.00001601199,0.00004930049,0.001323793,0.0003354757,0.0003039276,0.007056093,0.0003802584,0.002158586,0.00001603705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966496,0.0004381881,0.001119906,0.00002731165,0.000003577716,0.000009059891,0.0001554164,0.00002140433,0.001575687],"genre_scores_gemma":[0.9974993,0.0003921886,0.0009912724,0.00003887873,0.000009905405,0.00001535221,0.0004994242,0.00001183693,0.0005418425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002628746,"threshold_uncertainty_score":0.00879401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408159037","doi":"10.24072/pcjournal.530","title":"A novel robotic reaching task to advance the assessment of approach-avoidance tendencies through kinematic analysis","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada; Bruyère; University of Ottawa","funders":"","keywords":"Kinematics; Task (project management); Computer science; Human–computer interaction; Artificial intelligence; Psychology; Simulation; Physical medicine and rehabilitation; Cognitive psychology; Engineering; Systems engineering; Medicine; Physics","authors":[{"name":"Kayne Park","is_ca":true},{"name":"Matthieu P. Boisgontier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2362525107120834,"gpt":0.4290779139277019,"spread":0.1928254032156186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004498404,0.0006388942,0.0004315834,0.0004003564,0.0002211902,0.0002730151,0.0003700957,0.0005124449,0.002742599],"category_scores_gemma":[0.001028565,0.000169499,0.0002389366,0.000262683,0.0001865889,0.0004174015,0.000635993,0.0002959512,0.0006448492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074354,"about_ca_system_score_gemma":0.0004763899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497229,"about_ca_topic_score_gemma":0.002812437,"domain_scores_codex":[0.9996867,0.000047582,0.00003264554,0.00009230576,0.0001131696,0.00002759285],"domain_scores_gemma":[0.9997086,0.00009384461,0.00005861634,0.0000425131,0.00006028527,0.00003612192],"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":[0.00118719,0.001329955,0.005433612,0.0005966363,0.00005712361,0.0002210378,0.0004768091,0.001755629,0.8220468,0.0009650445,0.001568203,0.1643619],"study_design_scores_gemma":[0.0007779066,0.02302087,0.7153125,0.0002103954,0.0003053165,0.006903455,0.000691491,0.05111818,0.1617732,0.003468732,0.03602643,0.0003915182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7855054,0.00052123,0.2004121,0.0001510354,0.0001547235,0.001761878,0.001711162,0.0009991819,0.008783255],"genre_scores_gemma":[0.7960325,0.000355418,0.1894152,0.0001840878,0.00004987956,0.002556455,0.001360253,0.0001150911,0.009930976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742599,"threshold_uncertainty_score":0.009174883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406903255","doi":"10.24072/pcjournal.519","title":"Cool topoclimates promote cold-adapted plant diversity in temperate mountain forests","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Nuclear Safety and Security Commission; AgroParisTech; Agencia Estatal de Investigación; Agence Nationale de la Recherche; Ministerio de Ciencia, Innovación y Universidades; National Aeronautics and Space Administration","keywords":"Temperate rainforest; Temperate climate; Plant diversity; Diversity (politics); Temperate forest; Geography; Ecology; Forestry; Agroforestry; Environmental science; Biodiversity; Biology; Ecosystem; Sociology; Anthropology","authors":[{"name":"Jérémy Borderieux","is_ca":true},{"name":"Emiel De Lombaerde","is_ca":false},{"name":"Karen De Pauw","is_ca":false},{"name":"Pieter Sanczuk","is_ca":false},{"name":"Pieter Vangansbeke","is_ca":false},{"name":"Thomas Vanneste","is_ca":false},{"name":"Pieter De Frenne","is_ca":false},{"name":"Jean‐Claude Gégout","is_ca":false},{"name":"Josep M. Serra‐Diaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02326961265045437,"gpt":0.2624782245605123,"spread":0.2392086119100579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950825,0.0001264448,0.0001977604,0.0005005901,0.0004308219,0.0004833249,0.0001147786,0.0001262571,0.001019838],"category_scores_gemma":[0.0002709006,0.000121605,0.0001863229,0.0002632298,0.0002479881,0.0001616235,0.0003252454,0.000138631,0.00009058393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686769,"about_ca_system_score_gemma":0.0001463436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035235,"about_ca_topic_score_gemma":0.01558199,"domain_scores_codex":[0.9998927,0.00002560563,0.000007199754,0.00003067362,0.0000156957,0.00002811636],"domain_scores_gemma":[0.9998125,0.00003890206,0.0000675563,0.00001244365,0.00002347181,0.00004509981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311079,0.00005218278,0.9502888,0.00006245205,0.000102221,0.0001333477,0.001593414,0.0002453262,0.04102786,0.00009851497,0.0001107765,0.006153987],"study_design_scores_gemma":[7.915147e-7,0.00001166735,0.9996425,0.000001461614,0.000002993867,0.00001800057,0.0001296467,0.00004034273,0.00006050285,0.0000107702,0.00008048845,9.037882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997246,0.00005224314,0.00003755812,0.000003777089,3.302871e-7,0.000001044716,0.00002894668,0.000002714108,0.0001487257],"genre_scores_gemma":[0.9997614,0.00002788652,0.00007433677,0.000005057528,0.000001411311,0.000002011306,0.00005846139,0.000001015134,0.00006842081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006035235,"threshold_uncertainty_score":0.0120002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217425639","doi":"10.24072/pcjournal.8","title":"Phenology under bottom-up control: change in host quality induces diapause in parasitic wasps","year":2021,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Région Bretagne; Institut National de la Recherche Agronomique; Strong","keywords":"Biology; Oviparity; Acyrthosiphon pisum; Diapause; Ecology; Trophic level; Aphid; Phenology; Overwintering; Host (biology); Abiotic component; Parasitoid; Aphididae; Zoology; PEST analysis; Botany; Larva; Homoptera","authors":[{"name":"Kévin Tougeron","is_ca":true},{"name":"Jacques Brodeur","is_ca":true},{"name":"Joan van Baaren","is_ca":false},{"name":"David Renault","is_ca":false},{"name":"Cécile Le Lann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09944508336845723,"gpt":0.322854251457958,"spread":0.2234091680895008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006865012,0.0001246485,0.0001396648,0.0001595374,0.0001135566,0.0002018929,0.00009347516,0.00009185495,0.0005047455],"category_scores_gemma":[0.0002324099,0.0001208455,0.0001113872,0.00007092181,0.0001895612,0.0001464602,0.000249451,0.0002332317,0.00008536181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900413,"about_ca_system_score_gemma":0.0000853011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007767392,"about_ca_topic_score_gemma":0.001982166,"domain_scores_codex":[0.9999378,0.00001192045,0.000002947369,0.00001830983,0.00001514778,0.00001382383],"domain_scores_gemma":[0.999787,0.00003729181,0.00007501573,0.00002337096,0.00001741958,0.0000599052],"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":[0.0001296897,0.00001220925,0.01548944,0.00002753813,0.00001209497,0.00003957719,0.00005925283,0.00003404146,0.9817531,0.00002216128,0.00002127939,0.00239962],"study_design_scores_gemma":[0.00000764623,0.0003370035,0.9584548,0.000004770718,0.00001860538,0.0001608507,0.00007102552,0.000609406,0.03990817,0.00005454915,0.0003681284,0.000004986708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994548,0.00009025454,0.0001686026,0.000009060904,0.000001131601,0.000003330397,0.00004163566,0.000008555821,0.000222724],"genre_scores_gemma":[0.9993153,0.0000583269,0.0002268942,0.00001623369,0.000001966574,0.000006896747,0.0000938211,0.000004187072,0.0002763358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007767392,"threshold_uncertainty_score":0.00168848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381802730","doi":"10.24072/pcjournal.290","title":"Conservation networks do not match the ecological requirements of amphibians","year":2023,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ecology; Ecological network; Geography; Environmental science; Computer science; Biology; Ecosystem","authors":[{"name":"Florence Matutini","is_ca":false},{"name":"Jacques Baudry","is_ca":false},{"name":"Marie‐Josée Fortin","is_ca":true},{"name":"Guillaume Pain","is_ca":false},{"name":"Joséphine Pithon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1220869653944617,"gpt":0.3137993015681964,"spread":0.1917123361737347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008696338,0.000352483,0.0003438901,0.001471565,0.0002907765,0.001708204,0.0007597364,0.0004540561,0.003941684],"category_scores_gemma":[0.006576129,0.0002123769,0.000474038,0.00170135,0.0006327128,0.002114963,0.000804563,0.000253,0.0003131384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011249,"about_ca_system_score_gemma":0.0004655221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008972403,"about_ca_topic_score_gemma":0.01295537,"domain_scores_codex":[0.9991628,0.0003214343,0.00005498747,0.000242649,0.0001367377,0.00008141174],"domain_scores_gemma":[0.9959769,0.001909722,0.001005162,0.0004538778,0.0005219094,0.0001324955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002613536,0.00007561613,0.6455554,0.001064615,0.0004341286,0.0002613113,0.001389118,0.1811417,0.006782442,0.02030461,0.002214509,0.1405152],"study_design_scores_gemma":[0.00002170327,0.0001525706,0.7286279,0.0003059261,0.0002708769,0.0007391634,0.002650504,0.2264506,0.001758631,0.02573172,0.01323729,0.00005321312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493422,0.0009458064,0.03808248,0.0004594323,0.00002794691,0.00004071396,0.001561233,0.0002058559,0.009334275],"genre_scores_gemma":[0.991869,0.0002033468,0.007069549,0.00003627335,0.00001281151,0.00001699015,0.0005069505,0.00002742656,0.0002577729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008972403,"threshold_uncertainty_score":0.01784039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388963916","doi":"10.24072/pcjournal.460","title":"Impact of a block structure on the Lotka-Volterra model","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Centre National de la Recherche Scientifique","keywords":"Block (permutation group theory); Mathematics; Volterra equations; Econometrics; Nonlinear system; Physics; Combinatorics","authors":[{"name":"Maxime Clenet","is_ca":true},{"name":"François Massol","is_ca":false},{"name":"Jamal Najım","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08283586278271467,"gpt":0.3758077110276217,"spread":0.292971848244907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002978102,0.0004856933,0.001279711,0.0007351275,0.001006136,0.001730724,0.001719088,0.001587199,0.01297056],"category_scores_gemma":[0.01436775,0.0005475797,0.0008921177,0.0006102747,0.001310017,0.002662737,0.001406231,0.001713852,0.001436232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570309,"about_ca_system_score_gemma":0.001548872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127735,"about_ca_topic_score_gemma":0.006701502,"domain_scores_codex":[0.9989416,0.0005243581,0.00003560643,0.0001165706,0.0001797856,0.0002020586],"domain_scores_gemma":[0.9910274,0.005879787,0.0009985714,0.00069956,0.000734913,0.000659791],"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":[0.0002145328,0.00007222073,0.003105999,0.0001035557,0.00006244417,0.00030171,0.0001725339,0.2860456,0.001652085,0.6963242,0.006024033,0.005921078],"study_design_scores_gemma":[0.0000473005,0.00004325889,0.0006375774,0.00002897984,0.00002025551,0.00006879459,0.00003318982,0.8499392,0.0002000812,0.1473707,0.001585321,0.00002541485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2953504,0.001941419,0.644038,0.006206551,0.0004868907,0.000163124,0.001415911,0.000645759,0.04975195],"genre_scores_gemma":[0.9611705,0.0008415218,0.02258427,0.0005063328,0.0001625192,0.0002008389,0.0004257359,0.0002089482,0.01389933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01297056,"threshold_uncertainty_score":0.04339087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406144237","doi":"10.24072/pcjournal.506","title":"From fear to food: predation risk shapes deer behaviour, their resources and forest vegetation","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; Wildlife Conservation Society Canada; Simon Fraser University","funders":"Environment and Climate Change Canada; Centre National de la Recherche Scientifique; CHIST-ERA; Agence Nationale de la Recherche; National Geographic Society","keywords":"Predation; Foraging; Ecology; Understory; Odocoileus; Vegetation (pathology); Herbivore; Habitat; Wildlife; Geography; Biology; Forage; Canopy","authors":[{"name":"Jean‐Louis Martin","is_ca":false},{"name":"Simon Chamaillé‐Jammes","is_ca":false},{"name":"Anne K. Salomon","is_ca":true},{"name":"Devana Veronica Gomez Pourroy","is_ca":false},{"name":"Mathilde Schlaeflin","is_ca":false},{"name":"Soizic Le Saout","is_ca":false},{"name":"Annick Lucas","is_ca":false},{"name":"Ilham Bentaleb","is_ca":false},{"name":"Simon Chollet","is_ca":false},{"name":"Jake Pattison","is_ca":true},{"name":"Soline Martin‐Blangy","is_ca":false},{"name":"Anthony J. Gaston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849084698394564,"gpt":0.2410776819718811,"spread":0.2225868349879355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002092814,0.0001518506,0.000127867,0.0003035465,0.0001893101,0.0009215737,0.0001503539,0.000244921,0.001084489],"category_scores_gemma":[0.000730172,0.0001375174,0.0001223165,0.0001682717,0.0004450481,0.0001851933,0.0002650336,0.0002484391,0.00008519079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963182,"about_ca_system_score_gemma":0.0003001639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02057749,"about_ca_topic_score_gemma":0.05405349,"domain_scores_codex":[0.9998997,0.00002267228,0.000005141495,0.00002520876,0.00002347871,0.00002375593],"domain_scores_gemma":[0.9996036,0.0001160766,0.0001074125,0.00002383418,0.00003768575,0.0001115527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004624981,0.000113295,0.967885,0.00002043056,0.00005974122,0.0001473754,0.0007083007,0.0003543885,0.02311821,0.0001307843,0.000124975,0.006875054],"study_design_scores_gemma":[0.000001686228,0.00003941132,0.9988488,0.000002146173,0.000008110275,0.00007625635,0.0002504903,0.0003563652,0.000280762,0.00005703841,0.00007610291,0.000002806434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996254,0.00001568353,0.00003359075,0.00001002748,2.43659e-7,5.315495e-7,0.00001130705,0.000001097001,0.000302115],"genre_scores_gemma":[0.9997266,0.00001288409,0.0000482606,0.000008142191,4.348177e-7,0.00000105794,0.00002736879,8.501941e-7,0.0001743479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057749,"threshold_uncertainty_score":0.04091543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399628497","doi":"10.24072/pcjournal.428","title":"HIV self-testing positivity rate and linkage to confirmatory testing and care: a telephone survey in Côte d’Ivoire, Mali, and Senegal","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Cote d ivoire; Human immunodeficiency virus (HIV); Linkage (software); Medicine; Family medicine; Biology; Humanities","authors":[{"name":"Arsène Kra Kouassi","is_ca":false},{"name":"Arlette Simo Fotso","is_ca":false},{"name":"Nicolas Rouveau","is_ca":false},{"name":"Mathieu Maheu‐Giroux","is_ca":true},{"name":"Marie‐Claude Boily","is_ca":false},{"name":"Romain Silhol","is_ca":false},{"name":"Marc d’Elbée","is_ca":false},{"name":"Anthony Vautier","is_ca":false},{"name":"Joseph Larmarange","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07472879061395624,"gpt":0.3469336425661935,"spread":0.2722048519522373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009637232,0.0003009806,0.000229038,0.001284703,0.0005964311,0.0007547461,0.0006103041,0.0007535424,0.002000041],"category_scores_gemma":[0.00237379,0.0004749733,0.0003535156,0.001745427,0.0005277829,0.0009338061,0.0008413694,0.0005684992,0.0005438215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431031,"about_ca_system_score_gemma":0.0007422203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0967387,"about_ca_topic_score_gemma":0.09958214,"domain_scores_codex":[0.9989476,0.0003716686,0.00009050767,0.0001563588,0.0001735828,0.0002603425],"domain_scores_gemma":[0.99878,0.0002306086,0.0004456514,0.00004939963,0.0002110567,0.0002832882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006561101,0.00007846509,0.9933773,0.00005504212,0.00003282984,0.0003292134,0.003481619,0.00006200356,0.0004732078,0.00002167821,0.0002270905,0.001795884],"study_design_scores_gemma":[0.000003628296,0.00006371603,0.9967583,0.00001768817,0.000005490227,0.0001762146,0.002640015,0.0001183203,0.00003707584,0.000005980896,0.0001673984,0.000006108557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985291,0.00007898449,0.00005685118,0.00007213518,0.000001727798,0.00005050897,0.000823484,0.000002418551,0.0003846704],"genre_scores_gemma":[0.999123,0.0001022885,0.00009131468,0.00007059389,0.000002015487,0.000103523,0.000288966,0.000001724123,0.0002165515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0967387,"threshold_uncertainty_score":0.1923512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405419403","doi":"10.24072/pcjournal.502","title":"Structural Vulnerability Factors and Gestational Weight Gain:  A Scoping Review on the Extent, Range, and Nature of the Literature","year":2024,"lang":"en","type":"review","venue":"Peer Community Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nutrition Society; Institut universitaire de cardiologie et de pneumologie de Québec; Centre hospitalier universitaire de Québec; Institut du Savoir Montfort; Université Laval; University of Ottawa","funders":"","keywords":"Vulnerability (computing); Weight gain; Psychology; Environmental health; Medicine; Computer science; Body weight; Computer security","authors":[{"name":"Jocelyne M Labonté","is_ca":true},{"name":"Alex Dumas","is_ca":true},{"name":"Emily Clark","is_ca":true},{"name":"Claudia Savard","is_ca":true},{"name":"Karine Fournier","is_ca":true},{"name":"Sarah O’Connor","is_ca":true},{"name":"Anne‐Sophie Morisset","is_ca":true},{"name":"Bénédicte Fontaine‐Bisson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08483284862333433,"gpt":0.4092915836087915,"spread":0.3244587349854571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0151449,0.001378086,0.005033971,0.02292831,0.001280923,0.004632002,0.001961583,0.002999834,0.003444241],"category_scores_gemma":[0.08530969,0.001287492,0.005669247,0.02329703,0.001735829,0.004056709,0.0027007,0.001697155,0.0003265662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004894448,"about_ca_system_score_gemma":0.0212474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198961,"about_ca_topic_score_gemma":0.02756761,"domain_scores_codex":[0.9880762,0.003441227,0.005175211,0.0007999963,0.00210155,0.0004057696],"domain_scores_gemma":[0.9205873,0.06599134,0.008501844,0.0007824311,0.003744238,0.0003927967],"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":[0.00009358219,0.00002073715,0.002002481,0.8813993,0.003033152,0.0002387384,0.001496897,0.0001689596,0.0001551646,0.001164569,0.003146569,0.1070799],"study_design_scores_gemma":[0.00001922668,0.00003495161,0.002935974,0.9712951,0.007941167,0.0002947919,0.0005622188,0.00004768484,0.00006094885,0.0005035358,0.0162866,0.00001776623],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009407129,0.9973053,0.0001762289,0.0005907293,0.0001292943,0.0001835334,0.0001966529,0.000004660589,0.000472833],"genre_scores_gemma":[0.006561545,0.9919178,0.0004641084,0.000384122,0.0000691535,0.0003667312,0.0001601403,0.000002914332,0.00007358972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02292831,"threshold_uncertainty_score":0.08009481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386221429","doi":"10.24072/pcjournal.310","title":"Ensuring ethical animal welfare research: Are more ethics review committees the solution?","year":2023,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Animal welfare; Engineering ethics; Welfare; Research ethics; Ethical issues; Political science; Environmental ethics; Sociology; Psychology; Law; Philosophy; Engineering; Biology","authors":[{"name":"Birte L. Nielsen","is_ca":false},{"name":"Huw Golledge","is_ca":false},{"name":"Jen-Yun Chou","is_ca":false},{"name":"Irene Camerlink","is_ca":false},{"name":"Péter Pongrácz","is_ca":false},{"name":"Maria Camila Ceballos","is_ca":true},{"name":"Alexandra L. Whittaker","is_ca":false},{"name":"I. Anna S. Olsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7467438896388093,"gpt":0.5716509648369636,"spread":0.1750929248018457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4663772,0.001983247,0.004963514,0.003251134,0.01513785,0.03629487,0.01106576,0.05595708,0.0292056],"category_scores_gemma":[0.659395,0.003370317,0.002841564,0.004162631,0.0429461,0.04316381,0.01680668,0.1120282,0.01287748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0150025,"about_ca_system_score_gemma":0.1577875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030791,"about_ca_topic_score_gemma":0.01537804,"domain_scores_codex":[0.4547735,0.3691629,0.04101666,0.01787235,0.09058095,0.02659366],"domain_scores_gemma":[0.08906071,0.4976114,0.05500444,0.04889597,0.2114447,0.09798276],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002221744,0.0004793592,0.004901254,0.002338754,0.0003110401,0.000597889,0.005308267,0.0003447932,0.001410793,0.1069319,0.7915257,0.08562803],"study_design_scores_gemma":[0.0006194555,0.0003000864,0.007750135,0.00911828,0.0003412353,0.001338529,0.01422648,0.001398781,0.001410999,0.261422,0.7013313,0.000742642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004764012,0.002351917,0.007297309,0.9804207,0.006573544,0.00008473043,0.00002394314,0.0001182051,0.002653354],"genre_scores_gemma":[0.03848029,0.007059063,0.04396561,0.8816471,0.02072772,0.001006263,0.0002267341,0.0006516523,0.006235659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5336227,"threshold_uncertainty_score":0.6580518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406335746","doi":"10.24072/pcjournal.507","title":"Sex-biased gene expression across tissues reveals unexpected differentiation in the gills of the threespine stickleback","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Stickleback; Biology; Gene; Gill; Gene expression; Expression (computer science); Evolutionary biology; Gasterosteus; Fish <Actinopterygii>; Zoology; Genetics; Fishery","authors":[{"name":"Florent Sylvestre","is_ca":true},{"name":"Nadia Aubin‐Horth","is_ca":true},{"name":"Louis Bernatchez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02263695032598623,"gpt":0.3177866826765657,"spread":0.2951497323505795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005567985,0.0001324099,0.0001940875,0.000362508,0.0002726083,0.0002961022,0.0000724592,0.0002192875,0.0008978722],"category_scores_gemma":[0.0001202589,0.0001337884,0.0002208387,0.0002427304,0.0002241978,0.0001323458,0.000261269,0.0002076056,0.0001993011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330931,"about_ca_system_score_gemma":0.00012822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978808,"about_ca_topic_score_gemma":0.004086433,"domain_scores_codex":[0.9999378,0.000003102497,0.000003901295,0.00002935875,0.00001205368,0.0000138047],"domain_scores_gemma":[0.9999137,0.00001497601,0.00002617303,0.000007973902,0.00001736373,0.0000197091],"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":[0.0001179751,0.00000679162,0.03132669,0.00005994496,0.00002776185,0.00008183376,0.000202583,0.00006232018,0.9648005,0.00003977976,0.00008585565,0.003187964],"study_design_scores_gemma":[0.000002463702,0.00005721702,0.9876934,0.000005289744,0.00002164606,0.0001580164,0.0001581802,0.0002243014,0.01114952,0.00005369452,0.0004693354,0.000007049827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998094,0.0002565634,0.0003764307,0.00002038689,0.000004529626,0.000003417055,0.0009340458,0.00001775432,0.0002927675],"genre_scores_gemma":[0.9957462,0.0001885777,0.0008537898,0.0001004445,0.000006720821,0.00001624562,0.001927129,0.00002301037,0.001137714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978808,"threshold_uncertainty_score":0.003934622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393258688","doi":"10.24072/pcjournal.407","title":"How does dispersal shape the genetic patterns of animal populations in European cities? A simulation approach","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Université de Franche-Comté; Concordia University","keywords":"Biological dispersal; Genetic diversity; Ecology; Genetic structure; Context (archaeology); Habitat; Urbanization; Biodiversity; Population; Geography; Gene flow; Biology","authors":[{"name":"Paul Savary","is_ca":true},{"name":"Cécile Tannier","is_ca":false},{"name":"Jean‐Christophe Foltête","is_ca":false},{"name":"Marc Bourgeois","is_ca":false},{"name":"Gilles Vuidel","is_ca":false},{"name":"Aurélie Khimoun","is_ca":false},{"name":"Hervé Moal","is_ca":false},{"name":"Stéphane Garnier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05838340564346924,"gpt":0.2758791492882314,"spread":0.2174957436447622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001202242,0.0005579123,0.0005908551,0.000993893,0.0005912455,0.001332679,0.001305009,0.001860317,0.002376468],"category_scores_gemma":[0.004020828,0.00044386,0.001344332,0.001278557,0.0009324294,0.001012221,0.0009971894,0.0008208718,0.0001437012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201839,"about_ca_system_score_gemma":0.0007383297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05381069,"about_ca_topic_score_gemma":0.03432824,"domain_scores_codex":[0.9996223,0.0002199784,0.00001574609,0.00006337572,0.00001527646,0.00006327488],"domain_scores_gemma":[0.99764,0.001567473,0.0003150323,0.0001445209,0.0001422464,0.0001907685],"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":[0.00007222318,0.00004844121,0.01559201,0.00001332124,0.00007535707,0.00008960248,0.00007052625,0.9812813,0.0001658222,0.001504611,0.0001333952,0.0009534329],"study_design_scores_gemma":[0.00004938851,0.00004187908,0.005335656,0.000009906842,0.00003740529,0.00002554466,0.00009564027,0.9930668,0.000071734,0.001030909,0.0002223938,0.00001270374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911642,0.00009468095,0.006418004,0.0001811556,0.00000885705,0.00002013699,0.000269292,0.00003198264,0.001811656],"genre_scores_gemma":[0.9957015,0.0000889285,0.003176664,0.00004244231,0.000004163424,0.00003943458,0.0002334848,0.00001049841,0.0007029777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05381069,"threshold_uncertainty_score":0.1069949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401433502","doi":"10.24072/pcjournal.443","title":"Diverse fox circovirus (Circovirus canine) variants circulate at high prevalence in grey wolves (Canis lupus) from the Northwest Territories, Canada","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Northwest Territories; Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Canis; Porcine circovirus; Circovirus; Virology; Biology; Systemic lupus erythematosus; Veterinary medicine; Zoology; Geography; Ecology; Medicine; Virus","authors":[{"name":"Marta Canuti","is_ca":false},{"name":"Abigail V.L. King","is_ca":true},{"name":"Giovanni Franzo","is_ca":false},{"name":"H. Dean Cluff","is_ca":true},{"name":"Lars Erik Larsen","is_ca":false},{"name":"Heather Fenton","is_ca":true},{"name":"Suzanne C. Dufour","is_ca":true},{"name":"Andrew S. Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03460240133047772,"gpt":0.230479697099281,"spread":0.1958772957688033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919702,0.0002566756,0.0002697799,0.001175796,0.001347385,0.0008611053,0.0004101203,0.0002319684,0.0009019356],"category_scores_gemma":[0.0006962197,0.0002556432,0.0001829042,0.001432947,0.0006961331,0.0002002592,0.0004399484,0.0003082522,0.00007990828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003187593,"about_ca_system_score_gemma":0.003977333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9348845,"about_ca_topic_score_gemma":0.9747473,"domain_scores_codex":[0.999619,0.00003134223,0.0000239455,0.0000818981,0.0001154132,0.0001283565],"domain_scores_gemma":[0.9993501,0.00005074234,0.0001333497,0.00003107615,0.0002101982,0.0002246182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003560585,0.00001143029,0.9965474,0.00001014815,0.00002905643,0.0001387759,0.0004336615,0.00002761688,0.0008140216,0.00001978931,0.0001385742,0.001794111],"study_design_scores_gemma":[0.000001475124,0.00001044283,0.9987754,0.000005831749,0.000009416845,0.0001641835,0.0007897546,0.00003993171,0.00005993797,0.000004477835,0.0001366864,0.000002422291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999052,0.0002144189,0.00003596556,0.00002300702,0.000001613962,0.000007720394,0.0002685,0.000001773512,0.0003950264],"genre_scores_gemma":[0.9992186,0.0002223045,0.00008269233,0.00001743124,0.000001450548,0.000003237347,0.0002547664,0.000001216858,0.0001983708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06511551,"threshold_uncertainty_score":0.130998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392699740","doi":"10.24072/pcjournal.387","title":"Interlimb coordination in Parkinson’s Disease is minimally affected by a visuospatial dual task","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Task (project management); Parkinson's disease; Physical medicine and rehabilitation; Dual (grammatical number); Psychology; Cognitive psychology; Disease; Neuroscience; Medicine; Pathology","authors":[{"name":"Allen Hill","is_ca":true},{"name":"Julie Nantel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01914064623614515,"gpt":0.2972019180588389,"spread":0.2780612718226937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217302,0.000405627,0.0004020264,0.0003494274,0.0002442994,0.000304534,0.0001462598,0.0002700123,0.001464802],"category_scores_gemma":[0.0009069545,0.0002005696,0.0001802537,0.00009507513,0.0003047969,0.0002172308,0.0004141254,0.0002564207,0.0001905221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246036,"about_ca_system_score_gemma":0.0001178533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515043,"about_ca_topic_score_gemma":0.002514784,"domain_scores_codex":[0.9998344,0.00003184658,0.00002391332,0.00005120239,0.00002819387,0.00003027084],"domain_scores_gemma":[0.9995011,0.00007863832,0.0001459225,0.00005039398,0.00005675693,0.0001671746],"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":[0.01734927,0.002347593,0.3287821,0.000188666,0.0002878949,0.004081344,0.001167269,0.0004194265,0.600501,0.0001106828,0.0004359761,0.04432873],"study_design_scores_gemma":[0.0001301904,0.003462661,0.9882985,0.00001240606,0.00006499641,0.002003476,0.0001863309,0.0008654593,0.004550118,0.0001290021,0.0002857618,0.00001089215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996737,0.00003328159,0.00008052499,0.00000563875,0.00000147377,0.000003355044,0.00001463095,0.000002826001,0.0001847008],"genre_scores_gemma":[0.9996179,0.00001473458,0.00009455259,0.00001248679,0.000001845533,0.000005673988,0.00004570704,0.000001328957,0.000205783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515043,"threshold_uncertainty_score":0.004900277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402421854","doi":"10.24072/pcjournal.457","title":"Identification and quantification of transposable element transcripts using Long-Read RNA-seq in Drosophila germline tissues","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Chromosomal and Genetic Variations","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Agence Nationale de la Recherche","keywords":"Transposable element; RNA-Seq; Germline; Identification (biology); Biology; Computational biology; Genetics; Drosophila (subgenus); RNA; Genome; Gene; Gene expression; Transcriptome","authors":[{"name":"Rita Rebollo","is_ca":false},{"name":"Pierre Gerenton","is_ca":false},{"name":"Eric Cumunel","is_ca":false},{"name":"Arnaud Mary","is_ca":false},{"name":"François Sabot","is_ca":false},{"name":"Nelly Burlet","is_ca":false},{"name":"Benjamin Gillet","is_ca":false},{"name":"Sandrine Hughes","is_ca":false},{"name":"Daniel Siqueira de Oliveira","is_ca":false},{"name":"Clément Goubert","is_ca":true},{"name":"Marie Fablet","is_ca":false},{"name":"Cristina Vieira","is_ca":false},{"name":"Vincent Lacroix","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07376511455096964,"gpt":0.3028076133719343,"spread":0.2290424988209647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000253062,0.0004307802,0.0003728991,0.0006280904,0.0003673422,0.0005345741,0.000366273,0.0004992135,0.0008763144],"category_scores_gemma":[0.0002618923,0.0002888812,0.0003773628,0.0003409773,0.0003061059,0.0002654835,0.000298984,0.0006629647,0.0008642158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606932,"about_ca_system_score_gemma":0.0002794719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194814,"about_ca_topic_score_gemma":0.004176299,"domain_scores_codex":[0.999699,0.00001236576,0.00001910271,0.000166037,0.00007861189,0.00002492204],"domain_scores_gemma":[0.9997779,0.00006311938,0.00004604781,0.00001768776,0.00006166228,0.0000337702],"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":[0.00002449916,0.000007872633,0.0007946207,0.00006712939,0.0000092177,0.00004093207,0.00004150539,0.0001301173,0.9963666,0.00006096338,0.00005994986,0.002396514],"study_design_scores_gemma":[0.00001687444,0.0001588951,0.05488231,0.00004668617,0.00006612978,0.0003668452,0.0001757501,0.009260067,0.9277238,0.0003232332,0.006936643,0.00004258729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546038,0.003237872,0.1170477,0.0001770305,0.0001391656,0.0002948863,0.01886296,0.001895095,0.003741489],"genre_scores_gemma":[0.7422066,0.002302993,0.2248617,0.0006791395,0.00007148036,0.0006638876,0.02038269,0.0009410977,0.007890502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001194814,"threshold_uncertainty_score":0.002931535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392287183","doi":"10.24072/pcjournal.388","title":"The Complexity of Social Networks in Healthy Aging: Novel Metrics and Their Associations with Psychological Well-Being","year":2024,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Agence Nationale de la Recherche; European Commission","keywords":"Psychology; Computer science; Cognitive psychology","authors":[{"name":"Cédric Sueur","is_ca":false},{"name":"Giovanna Fancello","is_ca":false},{"name":"Alexandre Naud","is_ca":false},{"name":"Yan Kestens","is_ca":true},{"name":"Basile Chaix","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1538017169024798,"gpt":0.4142329677747587,"spread":0.2604312508722788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002019883,0.0004022361,0.0003135008,0.002974405,0.0006123681,0.001767373,0.0003484333,0.0004336739,0.001576903],"category_scores_gemma":[0.01066834,0.0001507782,0.0004081452,0.002896814,0.001026988,0.002379984,0.001816756,0.0007222682,0.000115611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006014045,"about_ca_system_score_gemma":0.0005025843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002374365,"about_ca_topic_score_gemma":0.003884379,"domain_scores_codex":[0.9988824,0.0005722419,0.00008585909,0.0001741253,0.0002095192,0.00007580493],"domain_scores_gemma":[0.9901571,0.004954526,0.00294835,0.0004832886,0.0006524895,0.0008042748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073681,0.00008812166,0.9422033,0.0001950784,0.0003045332,0.00006830671,0.004820325,0.001077345,0.000736715,0.006501797,0.0004620292,0.04343511],"study_design_scores_gemma":[0.000003682326,0.0001045683,0.9785625,0.00007500551,0.00008128396,0.0001722233,0.003631055,0.004995294,0.0001534957,0.01027306,0.001922014,0.00002577228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984559,0.001843588,0.006969756,0.0008121623,0.00003297746,0.00005298254,0.0005593622,0.00002356161,0.005146634],"genre_scores_gemma":[0.997552,0.0002968397,0.001842232,0.0000169558,0.00002514091,0.00002332454,0.0001216309,0.000003511847,0.0001184489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974405,"threshold_uncertainty_score":0.01068228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400899848","doi":"10.24072/pcjournal.564","title":"hdmax2, an R package to perform high dimension mediation analysis","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Dimension (graph theory); Mediation; R package; Computer science; Mathematics; Sociology; Programming language; Combinatorics; Social science","authors":[{"name":"Florence Pittion","is_ca":false},{"name":"Basile Jumentier","is_ca":true},{"name":"Aurélie Nakamura","is_ca":false},{"name":"Johanna Lepeule","is_ca":false},{"name":"Olivier François","is_ca":false},{"name":"Magali Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1767762054822567,"gpt":0.4470982631207183,"spread":0.2703220576384616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01459029,0.004007028,0.002937069,0.002581208,0.0008947001,0.002700866,0.004060268,0.001578316,0.07855315],"category_scores_gemma":[0.07747757,0.002211281,0.005890323,0.00257615,0.001324293,0.002437556,0.004207241,0.005424283,0.02160721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007444208,"about_ca_system_score_gemma":0.005161256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873935,"about_ca_topic_score_gemma":0.007581779,"domain_scores_codex":[0.9898767,0.00656276,0.000662041,0.001272537,0.00123352,0.0003925217],"domain_scores_gemma":[0.9448348,0.04806706,0.002048972,0.002735932,0.001806806,0.0005063827],"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":[0.001746161,0.0002991441,0.02513076,0.009729586,0.01015398,0.001585411,0.001760077,0.02523059,0.004668538,0.04759076,0.6515723,0.2205326],"study_design_scores_gemma":[0.001582483,0.0006574432,0.01987595,0.001614339,0.003309733,0.001584743,0.0005350783,0.1365761,0.007920488,0.1656304,0.6601163,0.0005968426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005098356,0.001613479,0.8054888,0.001470505,0.0008287911,0.0009101206,0.07102839,0.1090544,0.004507106],"genre_scores_gemma":[0.04787874,0.001288045,0.8450202,0.001853068,0.0003661881,0.0090875,0.03026868,0.05736397,0.006873562],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.07855315,"threshold_uncertainty_score":0.2627864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413284071","doi":"10.24072/pcjournal.593","title":"Behavioral flexibility is related to exploration, but not boldness, persistence or motor diversity","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"School of Life Sciences, Arizona State University; Max-Planck-Institut für Evolutionäre Anthropologie; Leverhulme Trust; Arizona State University","keywords":"Boldness; Persistence (discontinuity); Flexibility (engineering); Diversity (politics); Psychology; Ecology; Cognitive psychology; Biology; Social psychology; Engineering; Personality; Sociology; Economics","authors":[{"name":"Kelsey McCune","is_ca":false},{"name":"Dieter Lukas","is_ca":false},{"name":"Maggie MacPherson","is_ca":true},{"name":"Corina Logan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1880374411777634,"gpt":0.3271106253802625,"spread":0.139073184202499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002528208,0.0004319847,0.0002713276,0.00080333,0.00021575,0.0004203608,0.0002056294,0.0003732412,0.00179175],"category_scores_gemma":[0.001124732,0.0002108298,0.0002770509,0.0003184158,0.0006038944,0.0003189304,0.000540692,0.0006785726,0.0001943951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597394,"about_ca_system_score_gemma":0.00009752401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689285,"about_ca_topic_score_gemma":0.002664321,"domain_scores_codex":[0.9997999,0.00002278606,0.00001889935,0.00008747445,0.00004042161,0.00003049013],"domain_scores_gemma":[0.9977035,0.0002873579,0.001344501,0.0001836307,0.00009620456,0.0003848758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004401396,0.0003201626,0.7498709,0.0001340541,0.000443201,0.0002222071,0.0004770755,0.0009919556,0.2328968,0.0001585366,0.0002504002,0.01379461],"study_design_scores_gemma":[0.000001600497,0.000105189,0.99817,0.000004069312,0.00001209357,0.0000917712,0.00003152182,0.0002975983,0.001172027,0.00004482346,0.00006234799,0.000006836407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990475,0.00008476338,0.0003213629,0.00001350022,0.000001941941,0.000006895727,0.0001199116,0.00001308343,0.0003911548],"genre_scores_gemma":[0.9988264,0.00003919518,0.0004676083,0.00002056782,0.000003871932,0.00002041385,0.0002423501,0.000006386196,0.0003730145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179175,"threshold_uncertainty_score":0.005993962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408330724","doi":"10.24072/pcjournal.529","title":"Discordant population structure inferred from male- and female-type mtDNAs from Macoma balthica, a bivalve species characterized by doubly uniparental inheritance of mitochondria","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Rimouski","funders":"La Rochelle Université; Université de Bordeaux; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Macoma balthica; Biology; Inheritance (genetic algorithm); Population; Zoology; Type (biology); Evolutionary biology; Ecology; Genetics; Mollusca; Demography; Bivalvia; Gene; Sociology","authors":[{"name":"Sabrina Le Cam","is_ca":true},{"name":"Julie Brémaud","is_ca":true},{"name":"Vanessa Becquet","is_ca":false},{"name":"Valérie Huet","is_ca":false},{"name":"Emmanuel Dubillot","is_ca":false},{"name":"Pascale Garcia","is_ca":false},{"name":"Amélia Viricel","is_ca":false},{"name":"Sophie Breton","is_ca":true},{"name":"Eric Pante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02073964315187357,"gpt":0.2661123940978241,"spread":0.2453727509459505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002435002,0.0001355397,0.0001435819,0.001185449,0.0004084769,0.0003517969,0.0002149812,0.0002188065,0.0006156379],"category_scores_gemma":[0.0006203972,0.00009563891,0.0001286095,0.0003829927,0.0003321752,0.0001317103,0.0003056647,0.0001523623,0.0001052085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758048,"about_ca_system_score_gemma":0.000156668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878581,"about_ca_topic_score_gemma":0.01344475,"domain_scores_codex":[0.9998499,0.00002675536,0.00001157017,0.00006817914,0.00002175467,0.00002172478],"domain_scores_gemma":[0.9996291,0.00008042745,0.0001466125,0.0000330187,0.00006701073,0.00004390122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672999,0.0000338082,0.8652003,0.00004185734,0.00009297959,0.0001978126,0.002373426,0.0002771351,0.1201597,0.0001980155,0.00004697188,0.01121073],"study_design_scores_gemma":[0.000002671854,0.00002936631,0.998261,0.000005833767,0.00001412965,0.0001240293,0.000228257,0.0003599043,0.0007338701,0.00003350851,0.0002047894,0.000002657572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997482,0.00003621113,0.0000699221,0.000002915606,3.884739e-7,9.967832e-7,0.00003375046,0.000001622607,0.0001060752],"genre_scores_gemma":[0.9996877,0.00001302838,0.0001135268,0.000003437532,8.428446e-7,0.000001984501,0.0001154007,9.645905e-7,0.00006319529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004878581,"threshold_uncertainty_score":0.009700358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414330855","doi":"10.24072/pcjournal.589","title":"A Julia toolkit for species distribution data","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Software versioning; R package; Distribution (mathematics); Data integration; Data modeling; Data collection","authors":[{"name":"Timothée Poisot","is_ca":true},{"name":"Ariane Bussières-Fournel","is_ca":true},{"name":"Gabriel Dansereau","is_ca":true},{"name":"Michael Catchen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1299703088207824,"gpt":0.3381980401675746,"spread":0.2082277313467921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003553875,0.001775531,0.001560903,0.00395391,0.001007812,0.004118735,0.005112536,0.001355386,0.05241846],"category_scores_gemma":[0.01595103,0.002484867,0.003571334,0.003048131,0.0008371266,0.004383265,0.006491132,0.003979769,0.05256937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009363791,"about_ca_system_score_gemma":0.002893968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515742,"about_ca_topic_score_gemma":0.004529816,"domain_scores_codex":[0.9978023,0.0004323329,0.0004139362,0.0004623879,0.0006897808,0.0001992393],"domain_scores_gemma":[0.9934694,0.002695539,0.0003632899,0.002046326,0.001018295,0.0004071053],"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":[0.0005991138,0.0002172228,0.005938848,0.003778393,0.0006761892,0.001078694,0.00190841,0.01844143,0.01231005,0.05732614,0.6635177,0.2342078],"study_design_scores_gemma":[0.0002240191,0.00003554476,0.002539304,0.0004198971,0.000106272,0.0008657707,0.000151023,0.04903828,0.007294978,0.06072286,0.8783416,0.0002605648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001855339,0.0003372901,0.6046789,0.000309146,0.000227286,0.0003111738,0.06304225,0.3212317,0.008006909],"genre_scores_gemma":[0.01970333,0.000720528,0.6379968,0.0006403441,0.0001602206,0.001941672,0.1425697,0.1872766,0.008990819],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05241846,"threshold_uncertainty_score":0.1753572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417321742","doi":"10.24072/pcjournal.661","title":"Detection of temporal changes of the Omega House at the Athenian Agora","year":2025,"lang":"en","type":"article","venue":"Peer Community Journal","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Digitization; Documentation; Intersection (aeronautics); Photogrammetry; Constructive; 3d model; Visualization; Omega","authors":[{"name":"Antigoni Panagiotopoulou","is_ca":false},{"name":"Colin A. B. Wallace","is_ca":true},{"name":"Lemonia Ragia","is_ca":false},{"name":"Dorina Moullou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03532299160274124,"gpt":0.2415050692621585,"spread":0.2061820776594172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001383311,0.0002292194,0.0001793988,0.002130071,0.0003873241,0.0009033922,0.0003082191,0.0003763181,0.001431462],"category_scores_gemma":[0.0003902294,0.0001752341,0.0002910311,0.00150474,0.0004023565,0.0003886431,0.0007247657,0.0002351262,0.0005050881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116977,"about_ca_system_score_gemma":0.000261754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032494,"about_ca_topic_score_gemma":0.03822839,"domain_scores_codex":[0.9998456,0.0000124494,0.000005956754,0.00004364208,0.00006657054,0.00002572541],"domain_scores_gemma":[0.9998976,0.00001195132,0.00002184588,0.0000226147,0.00003093662,0.00001506128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000539523,0.0002008872,0.5884505,0.0006340677,0.0002049602,0.01024402,0.01291541,0.02415455,0.08021097,0.008568806,0.009858308,0.264018],"study_design_scores_gemma":[0.000007122248,0.00007471142,0.9338992,0.000101679,0.0000647714,0.002179246,0.005265621,0.0207017,0.009200869,0.0004636436,0.02798481,0.00005673986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793474,0.0002446206,0.00479685,0.0000668594,0.00003712616,0.00003388622,0.0009754841,0.0001619519,0.01433586],"genre_scores_gemma":[0.9911034,0.0001890673,0.005285634,0.00001114167,0.00001337242,0.00001503359,0.000758921,0.0000368725,0.002586558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032494,"threshold_uncertainty_score":0.02052963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}