{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"df00294aa5b9","filters":{"venue":"Frontiers in Cognition"}},"results":[{"id":"W4388232799","doi":"10.3389/fcogn.2023.1286844","title":"Feasibility of a remotely-delivered yoga intervention on cognitive function in breast cancer survivors: a mixed-methods study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Cognition; Medicine; Intervention (counseling); Breast cancer; Quality of life (healthcare); Physical therapy; Psychological intervention; Randomized controlled trial; Physical medicine and rehabilitation; Cancer; Psychiatry; Nursing","authors":[{"name":"Alyssa R. Neville","is_ca":true},{"name":"Lori J. Bernstein","is_ca":true},{"name":"Catherine M. Sabiston","is_ca":true},{"name":"Jennifer M. Jones","is_ca":true},{"name":"Linda Trinh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03620212174509851,"gpt":0.3772522617697156,"spread":0.3410501400246171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008770088,0.000917886,0.001486668,0.000825197,0.001158577,0.0008807195,0.0009267423,0.001224496,0.002848258],"category_scores_gemma":[0.007102479,0.0007287546,0.002172966,0.0006019349,0.0006697819,0.0007871235,0.0008459129,0.0007163986,0.0004433406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025563,"about_ca_system_score_gemma":0.002342499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872176,"about_ca_topic_score_gemma":0.004503796,"domain_scores_codex":[0.9955568,0.002807649,0.0004157503,0.0004779378,0.0004262322,0.0003157121],"domain_scores_gemma":[0.9967,0.001727042,0.0005101329,0.0003438049,0.0004411752,0.0002778956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1144853,0.3577406,0.165589,0.01154251,0.005979925,0.0007993271,0.02367414,0.001740571,0.01528645,0.0007587024,0.001713205,0.3006902],"study_design_scores_gemma":[0.06778216,0.6185011,0.2845057,0.001556912,0.004477197,0.0003115659,0.01043927,0.003742365,0.002971382,0.0006771305,0.004814962,0.0002203873],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875765,0.0003887522,0.001249042,0.00007647878,0.00003429776,0.01004301,0.0001820812,0.00001789859,0.0004320847],"genre_scores_gemma":[0.9446799,0.0006343492,0.008178446,0.000430617,0.00009241542,0.04504288,0.0002486747,0.00001156556,0.0006811028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008770088,"threshold_uncertainty_score":0.04638124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376279406","doi":"10.3389/fcogn.2023.1146511","title":"Visual search and the inhibitions of return","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Alberta; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inhibition of return; Novelty; Salience (neuroscience); Cognitive psychology; Visual search; Psychology; Phenomenon; Cognitive science; Social psychology; Visual attention; Cognition; Epistemology; Neuroscience","authors":[{"name":"Raymond M. Klein","is_ca":true},{"name":"Ralph S. Redden","is_ca":true},{"name":"Matthew D. Hilchey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05619117256816084,"gpt":0.333588599837277,"spread":0.2773974272691162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006800545,0.0004006258,0.0003690682,0.0006724409,0.000294924,0.001807921,0.0006893941,0.0005798067,0.001982448],"category_scores_gemma":[0.00708798,0.0002464802,0.0004234282,0.0004113198,0.001668491,0.001180799,0.0009996588,0.0009379409,0.0004507165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008589154,"about_ca_system_score_gemma":0.0004390832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060876,"about_ca_topic_score_gemma":0.0007028469,"domain_scores_codex":[0.9992213,0.0001239663,0.00004709389,0.0001583249,0.0003487897,0.0001005376],"domain_scores_gemma":[0.9959698,0.002222425,0.0008449691,0.0004336702,0.0003404236,0.0001887266],"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":[0.004254051,0.0006959259,0.06406697,0.0009897145,0.0002704394,0.00183887,0.006454926,0.01138882,0.3456808,0.2644522,0.003086453,0.2968207],"study_design_scores_gemma":[0.0006009708,0.002244207,0.4477331,0.000309956,0.0003388097,0.004515908,0.001142332,0.04382037,0.1049755,0.3498423,0.04421691,0.0002597759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967007,0.005440564,0.02538935,0.001189481,0.0001041211,0.00004285969,0.0001109793,0.0004952535,0.07052672],"genre_scores_gemma":[0.9926999,0.001014166,0.001713498,0.0002198954,0.00006365158,0.0000242814,0.00008618624,0.0001042581,0.004074144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060876,"threshold_uncertainty_score":0.00663197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398138117","doi":"10.3389/fcogn.2024.1334258","title":"Passive exercise provides a simultaneous and postexercise executive function benefit","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Function (biology); Executive summary; Physical medicine and rehabilitation; Medicine; Physical therapy; Business; Finance","authors":[{"name":"Connor Dalton","is_ca":true},{"name":"Chloe Edgar","is_ca":true},{"name":"Benjamin Tari","is_ca":true},{"name":"Matthew Heath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006923333450945375,"gpt":0.2293044852742293,"spread":0.2223811518232839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930542,0.0004949537,0.000410488,0.0001808852,0.0001620937,0.0003393917,0.0002771541,0.0003946157,0.0100053],"category_scores_gemma":[0.0006007101,0.0001567191,0.0002278744,0.00008462652,0.0001549633,0.0003090485,0.0004932798,0.0003903896,0.0006648378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135695,"about_ca_system_score_gemma":0.0002159801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210118,"about_ca_topic_score_gemma":0.0012366,"domain_scores_codex":[0.9998272,0.00003064351,0.00001819047,0.00005428888,0.00002719828,0.000042477],"domain_scores_gemma":[0.9996941,0.0001100364,0.0000603999,0.00002973981,0.00003286965,0.00007280693],"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":[0.04322354,0.03461998,0.01515256,0.002934628,0.0007796244,0.0002622492,0.0006373959,0.0009587103,0.6440484,0.0004523954,0.001427197,0.2555034],"study_design_scores_gemma":[0.005162554,0.1742812,0.6624731,0.0007088439,0.001413431,0.0006678997,0.0005620173,0.002932219,0.1361507,0.001298353,0.01426733,0.00008228476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953347,0.0003896015,0.001236695,0.0001054246,0.00004587173,0.0001209035,0.000174648,0.0000631976,0.002528808],"genre_scores_gemma":[0.9927731,0.0004092102,0.00225673,0.0000865727,0.00004742861,0.0002086108,0.0002544646,0.00001797365,0.003945868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100053,"threshold_uncertainty_score":0.03347105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392816579","doi":"10.3389/fcogn.2024.1346280","title":"The beneficial role of curiosity on route memory in children","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Université de Bordeaux; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Curiosity; Trait; Psychology; Cognition; Feeling; Cognitive psychology; Social psychology; Neuroscience; Computer science","authors":[{"name":"Yadurshana Sivashankar","is_ca":true},{"name":"Myra A. Fernandes","is_ca":true},{"name":"Pierre-Yves Oudeyer","is_ca":false},{"name":"Hélène Sauzeon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02053400877776837,"gpt":0.3390401090086064,"spread":0.318506100230838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709391,0.0003803168,0.0002414521,0.0003029887,0.0001729297,0.0006347089,0.0001669177,0.0002396935,0.002035371],"category_scores_gemma":[0.002152799,0.0001772459,0.0002324637,0.0001438692,0.0004585709,0.0002640016,0.0005299723,0.0004273368,0.000117224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302451,"about_ca_system_score_gemma":0.0002986518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081982,"about_ca_topic_score_gemma":0.00179643,"domain_scores_codex":[0.9998193,0.00002776344,0.00001434583,0.000045868,0.0000505749,0.0000422025],"domain_scores_gemma":[0.998013,0.0004550103,0.001017645,0.0001259683,0.0001257976,0.0002625702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005793414,0.0003447167,0.9272938,0.0002755244,0.00009528338,0.0008643928,0.003235963,0.0002473323,0.04339818,0.0002275453,0.0002125911,0.02322525],"study_design_scores_gemma":[0.000006877409,0.0003757231,0.9937118,0.00002136639,0.00003853753,0.0007138053,0.0004491979,0.0001157987,0.004050393,0.000150824,0.0003551343,0.00001044685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999568,0.0001056966,0.00005012079,0.00001283622,8.306488e-7,0.000001172499,0.00002315032,0.000005130255,0.0002328986],"genre_scores_gemma":[0.9994962,0.0001025324,0.0001964013,0.000006670659,0.000001355116,0.000003098065,0.00002839456,0.000002329951,0.0001630449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035371,"threshold_uncertainty_score":0.006808996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322772724","doi":"10.3389/fcogn.2023.1027259","title":"Tracking the emergence of a pitch hierarchy using an artificial grammar requires extended exposure","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grammar; Rule-based machine translation; Hierarchy; Psychology; Tone (literature); Computer science; Natural language processing; Artificial intelligence; Linguistics; Cognitive psychology; Speech recognition","authors":[{"name":"Sarah A. Sauvé","is_ca":true},{"name":"Praveena Satkunarajah","is_ca":true},{"name":"Benjamin Rich Zendel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1395316045266553,"gpt":0.3395006552103831,"spread":0.1999690506837279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680358,0.0001727009,0.0001551679,0.0001265623,0.0001370744,0.0006833327,0.0002937974,0.0003192085,0.001887998],"category_scores_gemma":[0.005674617,0.0001602647,0.0001894457,0.00008344525,0.0006073027,0.0005092747,0.0008149524,0.0004354143,0.0002072476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354753,"about_ca_system_score_gemma":0.0002638559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468164,"about_ca_topic_score_gemma":0.0007880857,"domain_scores_codex":[0.9995379,0.00009182987,0.00002861117,0.0001763582,0.0001259477,0.00003934268],"domain_scores_gemma":[0.997357,0.001427239,0.0003472301,0.0005426966,0.0001760793,0.0001498616],"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":[0.0004830254,0.0003783541,0.0491643,0.0002096396,0.00004763731,0.0004337609,0.004575318,0.00411271,0.8454728,0.002704646,0.0003535265,0.09206438],"study_design_scores_gemma":[0.0001351662,0.004924806,0.6219807,0.000120875,0.0001309531,0.002249195,0.003360246,0.07045326,0.264046,0.01934731,0.01306801,0.0001835286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780551,0.00002449163,0.02010319,0.00004088205,0.000007305141,0.0000438797,0.00002099784,0.00009268324,0.001611486],"genre_scores_gemma":[0.9809488,0.0000298526,0.01808927,0.00003274461,0.000003207484,0.00004748264,0.00004795598,0.00002352237,0.0007771648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001887998,"threshold_uncertainty_score":0.006316006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400792103","doi":"10.3389/fcogn.2024.1385087","title":"This time with feeling: recommendations for full-bodied reporting of research on dance","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Diversity and Impact of Dance","field":"Psychology","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 Guelph; York University","funders":"","keywords":"Dance; The arts; Psychological intervention; Feeling; Modalities; Fidelity; Psychology; Perspective (graphical); Population; Embodied cognition; Style (visual arts); Engineering ethics; Applied psychology; Medical education; Sociology; Computer science; Medicine; Social psychology; Engineering; Visual arts; Social science","authors":[{"name":"Rebecca Barnstaple","is_ca":true},{"name":"Jessie Laurita-Spanglet","is_ca":false},{"name":"Jason Fanning","is_ca":false},{"name":"Christina Tsoules Soriano","is_ca":false},{"name":"Christina E. Hugenschmidt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1506733431536907,"gpt":0.430818794409041,"spread":0.2801454512553503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7931212,0.005330466,0.01041659,0.02573347,0.01633073,0.04757859,0.02257864,0.02478302,0.0124622],"category_scores_gemma":[0.8876912,0.007490284,0.01766945,0.02623003,0.03630723,0.06631071,0.03418817,0.0351991,0.01214136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01770337,"about_ca_system_score_gemma":0.1011052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662741,"about_ca_topic_score_gemma":0.02606506,"domain_scores_codex":[0.1090373,0.6293393,0.2134555,0.01060846,0.03272634,0.004833025],"domain_scores_gemma":[0.04533467,0.5821211,0.07384277,0.1138911,0.1737643,0.01104613],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001234693,0.0008758274,0.01500286,0.0575667,0.001209265,0.0008819785,0.1184481,0.001086815,0.002774781,0.04008657,0.2924012,0.4684312],"study_design_scores_gemma":[0.00136125,0.000872661,0.01591377,0.2485313,0.001235565,0.000779649,0.1339205,0.002346412,0.002684444,0.06646585,0.5244687,0.001419816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009732707,0.02872707,0.2197647,0.6107576,0.04339756,0.04815036,0.004873592,0.003903893,0.03069255],"genre_scores_gemma":[0.02949809,0.01426713,0.7271934,0.06632335,0.003561445,0.1508329,0.001837602,0.001407603,0.005078581],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2068788,"threshold_uncertainty_score":0.2551185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410133415","doi":"10.3389/fcogn.2025.1547295","title":"Inattention over time-on-task: the role of motivation in mitigating temporal increases in media multitasking","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Human multitasking; Task (project management); Psychology; Computer science; Cognitive psychology; Human–computer interaction; Engineering","authors":[{"name":"Allison C. Drody","is_ca":true},{"name":"Effie J. Pereira","is_ca":true},{"name":"James Danckert","is_ca":true},{"name":"Daniel Smilek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279729406231424,"gpt":0.240999623594496,"spread":0.2282023295321818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125605,0.0002971803,0.0002500337,0.0002507953,0.0002222762,0.0008362501,0.0003284709,0.000298788,0.001172411],"category_scores_gemma":[0.00562105,0.0001080883,0.0001993326,0.0001126408,0.0004621694,0.0004125157,0.0004296952,0.0004548018,0.00008158971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233711,"about_ca_system_score_gemma":0.0004507255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005424788,"about_ca_topic_score_gemma":0.0008076744,"domain_scores_codex":[0.9997115,0.00008919116,0.00002072421,0.00006722621,0.0000771749,0.00003408783],"domain_scores_gemma":[0.9967944,0.001105035,0.001371543,0.0002562308,0.0001737946,0.0002989954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007767668,0.005177063,0.3660858,0.001488703,0.0006602848,0.0003547902,0.005616614,0.001113231,0.3635178,0.003330565,0.001012739,0.2438747],"study_design_scores_gemma":[0.0001211427,0.004248946,0.9679624,0.000132075,0.0002306439,0.0001596436,0.0004776216,0.001664163,0.02095295,0.002134671,0.001879353,0.00003648193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970347,0.0003227319,0.001371691,0.00009098886,0.000008652341,0.00003220102,0.00002616244,0.00001573245,0.001097191],"genre_scores_gemma":[0.9980946,0.0001192621,0.001399734,0.00004334241,0.000009906271,0.00004640977,0.00003136274,0.000007571405,0.0002478439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125605,"threshold_uncertainty_score":0.006642699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404832634","doi":"10.3389/fcogn.2024.1523982","title":"Editorial: Physical activity and cancer-associated cognitive change","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Cognition","topic":"Cancer-related cognitive impairment studies","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":"University of Toronto","funders":"","keywords":"Cognition; Physical activity; Cancer; Psychology; Medicine; Neuroscience; Physical medicine and rehabilitation; Internal medicine","authors":[{"name":"Diane K. Ehlers","is_ca":false},{"name":"Linda Trinh","is_ca":true},{"name":"Sheri J. Hartman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01838479569696146,"gpt":0.3205927978977587,"spread":0.3022080022007972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007135411,0.00581844,0.007367907,0.004470909,0.003241175,0.007297498,0.007703144,0.01980602,0.02657602],"category_scores_gemma":[0.02847046,0.001810232,0.005050048,0.002226672,0.002763392,0.005212796,0.001491051,0.01996069,0.01505512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00418894,"about_ca_system_score_gemma":0.003831195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029594,"about_ca_topic_score_gemma":0.003634667,"domain_scores_codex":[0.9947654,0.0008825996,0.0007009464,0.0008992639,0.002317693,0.0004339874],"domain_scores_gemma":[0.9761628,0.01178732,0.001264652,0.00055603,0.007960858,0.002268412],"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":[0.0001835397,0.00004136854,0.00006432879,0.001033511,0.00005922646,0.0001409543,0.0000159406,0.00005217678,0.00006188646,0.0002362901,0.992382,0.005728794],"study_design_scores_gemma":[0.0006477234,0.0002821804,0.002003339,0.003555313,0.000417373,0.0007482058,0.0001206595,0.0007774417,0.0003494003,0.002012977,0.9889919,0.00009357729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006980685,0.003697231,0.00007698911,0.0164642,0.9787207,0.00004564744,0.0001270802,0.00008170382,0.0007166843],"genre_scores_gemma":[0.0005173501,0.003677192,0.00006732672,0.01557593,0.9763981,0.0000418852,0.00007166789,0.00003048643,0.00362007],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02657602,"threshold_uncertainty_score":0.08890563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366989635","doi":"10.3389/fcogn.2023.1125197","title":"Influences of inattention on perceived self-efficacy, stress, and depression","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Waterloo; Bishop's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Affect (linguistics); Boredom; Feeling; Distress; Cognition; Depression (economics); Anxiety; Developmental psychology; Everyday life; Clinical psychology; Social psychology; Psychiatry","authors":[{"name":"Jonathan S. A. Carriere","is_ca":true},{"name":"Andrea L. Nelson","is_ca":true},{"name":"James Allan Cheyne","is_ca":true},{"name":"Daniel Smilek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02762329309713096,"gpt":0.2731133912001236,"spread":0.2454900981029926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112335,0.0002181734,0.0002387281,0.0004950912,0.0003227413,0.0007458325,0.0002286058,0.0003199272,0.002534747],"category_scores_gemma":[0.004986437,0.0001491124,0.000252168,0.0003236364,0.0006545301,0.0002709228,0.0004553869,0.0003975254,0.0001059807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140516,"about_ca_system_score_gemma":0.0002041973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548635,"about_ca_topic_score_gemma":0.003002485,"domain_scores_codex":[0.9995617,0.0002236947,0.00003368924,0.00004780687,0.00007776853,0.00005527272],"domain_scores_gemma":[0.994679,0.002749107,0.001631206,0.0002398586,0.0001641334,0.000536776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005052341,0.00009679733,0.9965311,0.00001299938,0.0000396904,0.00003327868,0.0004050863,0.00007422317,0.000298258,0.00005625864,0.00002929709,0.002372459],"study_design_scores_gemma":[0.000001227171,0.00006959693,0.9994329,0.000004790081,0.000007759431,0.00003204084,0.0001893983,0.0001144897,0.00004810028,0.0000635769,0.00003454052,0.000001525629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993661,0.0001014646,0.00006864311,0.00003429742,0.000001524857,0.000005412417,0.00004263038,0.000001796409,0.0003781469],"genre_scores_gemma":[0.9998312,0.00003875492,0.00004772309,0.000007020485,0.000002559972,0.000004595123,0.00002357353,2.860351e-7,0.00004429865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002548635,"threshold_uncertainty_score":0.008479595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417182089","doi":"10.3389/fcogn.2025.1690469","title":"From gradients to cognition: linking cortical manifolds to brain flexibility and disorder","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Neuroimaging; Cognition; Flexibility (engineering); Bridging (networking); Human brain; Cognitive flexibility; Cognitive architecture; Functional neuroimaging","authors":[{"name":"Joseph Y. Nashed","is_ca":true},{"name":"Ryan Sandarage","is_ca":true},{"name":"Christopher R. Pasarikovski","is_ca":true},{"name":"Jason P. Gallivan","is_ca":true},{"name":"Douglas J. Cook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02638362721903078,"gpt":0.2875572994456742,"spread":0.2611736722266434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008796603,0.0005762538,0.0005394401,0.001738541,0.0004299825,0.002298917,0.0004520639,0.0007423066,0.001883792],"category_scores_gemma":[0.002326269,0.0002023946,0.0004855512,0.001284159,0.005663554,0.00288641,0.001764574,0.001680867,0.0001977406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009912017,"about_ca_system_score_gemma":0.0006983379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629789,"about_ca_topic_score_gemma":0.001763545,"domain_scores_codex":[0.9997866,0.00007022658,0.00001616093,0.0000565035,0.00004802543,0.00002250117],"domain_scores_gemma":[0.9994072,0.0003076078,0.00009942109,0.000058054,0.00007110761,0.00005668528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001655122,0.00002532135,0.0123489,0.001802521,0.0002561257,0.0007114016,0.004285809,0.006800968,0.01043025,0.700641,0.006648291,0.2558838],"study_design_scores_gemma":[0.000006923549,0.00007819285,0.02981672,0.0005069749,0.00008860072,0.001150536,0.001309311,0.005359312,0.002350369,0.9255978,0.03365892,0.00007634125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2018502,0.2710854,0.4458584,0.02967722,0.0009531102,0.0001314093,0.001384062,0.0007944138,0.04826592],"genre_scores_gemma":[0.8620542,0.09292363,0.0400287,0.001679361,0.0005198065,0.00009562355,0.0003137469,0.0001091392,0.002275849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002298917,"threshold_uncertainty_score":0.007191658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416415753","doi":"10.3389/fcogn.2025.1692578","title":"Cognitive rehabilitation among long COVID patients using vibratory and auditory treatment (VAT) is linked to BDNF","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Long-Term Effects of COVID-19","field":"Medicine","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 for Addiction and Mental Health; Baycrest Hospital; University of Toronto","funders":"Liverpool John Moores University; University College London","keywords":"Cognition; Coronavirus disease 2019 (COVID-19); Rehabilitation; Brain-derived neurotrophic factor; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neurotrophic factors","authors":[{"name":"Abdullah Mosabbir","is_ca":true},{"name":"Jed A. Meltzer","is_ca":true},{"name":"Arkady Uryash","is_ca":false},{"name":"Erika L. Beroncal","is_ca":true},{"name":"Ana C. Andreazza","is_ca":true},{"name":"Lee Bartel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011283336276603,"gpt":0.2998221358424746,"spread":0.2897093024797086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003062872,0.0002315312,0.0005368179,0.0001944199,0.0005000184,0.000319682,0.0001429704,0.0002753618,0.001444942],"category_scores_gemma":[0.0006233844,0.00005655011,0.0004228478,0.0001945586,0.0002022073,0.000137097,0.0003329764,0.0004916944,0.0001239243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820893,"about_ca_system_score_gemma":0.0003620083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083457,"about_ca_topic_score_gemma":0.005353393,"domain_scores_codex":[0.9998665,0.00002848692,0.00001699276,0.00002289667,0.00002329316,0.00004186292],"domain_scores_gemma":[0.9997259,0.00004618157,0.00008901043,0.00001237115,0.00003484239,0.00009170998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03346942,0.02378806,0.5158444,0.002236473,0.0009475183,0.002266451,0.001636347,0.0003955883,0.06164554,0.000213717,0.001995635,0.3555608],"study_design_scores_gemma":[0.0009397552,0.0359281,0.9560739,0.0002226103,0.0003193341,0.001136101,0.0008648588,0.0004177938,0.002457047,0.0001312247,0.001478518,0.00003076145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977198,0.001358724,0.0001173023,0.00008334241,0.00001640026,0.00005473913,0.00006237689,0.000005781099,0.0005815367],"genre_scores_gemma":[0.9987139,0.0004277821,0.0002271942,0.0001290071,0.00001497386,0.000087907,0.0001068921,0.000001085733,0.0002912895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083457,"threshold_uncertainty_score":0.004833817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406130702","doi":"10.3389/fcogn.2024.1505513","title":"Asking the right questions: interrogating the logic and assumptions of paradigms used to investigate interactions between procedural and declarative memory in category learning","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canada First Research Excellence Fund","keywords":"Procedural memory; Dissociation (chemistry); Recall; Computer science; Declarative memory; Cognitive psychology; Cognitive science; Task (project management); Descriptive knowledge; Process (computing); Artificial intelligence; Procedural knowledge; Psychology; Cognition; Programming language; Knowledge management; Knowledge base","authors":[{"name":"Priya B. Kalra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0322777165655792,"gpt":0.3256733417864606,"spread":0.2933956252208814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02777754,0.0007954331,0.001773815,0.003788332,0.0009286281,0.003419906,0.003769226,0.002726879,0.000970662],"category_scores_gemma":[0.02626684,0.0006066848,0.001239006,0.001949056,0.009733562,0.006892444,0.002139869,0.005591531,0.001103801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211686,"about_ca_system_score_gemma":0.003692574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546462,"about_ca_topic_score_gemma":0.002074631,"domain_scores_codex":[0.9896799,0.005210155,0.001364923,0.001532806,0.001960021,0.0002522639],"domain_scores_gemma":[0.9641532,0.03006793,0.001534162,0.001298644,0.002608948,0.0003371132],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000182059,0.0001222567,0.002482645,0.02954827,0.0003142003,0.000421291,0.005539009,0.0004015609,0.01540526,0.1503899,0.01022673,0.7849669],"study_design_scores_gemma":[0.00005751096,0.001065673,0.01643763,0.02582615,0.0005247796,0.00428038,0.005971088,0.0008846194,0.0191304,0.2117907,0.7137501,0.0002810206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005031872,0.9266144,0.04775798,0.009170468,0.002181811,0.0002295064,0.0001239214,0.000111908,0.008778079],"genre_scores_gemma":[0.04877274,0.8648173,0.05932283,0.01842447,0.002778401,0.002115288,0.0002785762,0.0001760301,0.003314413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9722224,"threshold_uncertainty_score":0.1469034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416597266","doi":"10.3389/fcogn.2025.1632885","title":"The vigilance decrement: its first 75 years","year":2025,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vigilance (psychology); Poison control; Human research; Detection theory; Injury prevention","authors":[{"name":"Raymond M. Klein","is_ca":true},{"name":"Brett Feltmate","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01576491640268861,"gpt":0.3304863723887612,"spread":0.3147214559860726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003962313,0.001248728,0.001950831,0.002625801,0.0009132422,0.003818708,0.001728637,0.003227612,0.001884007],"category_scores_gemma":[0.009202941,0.0009915384,0.0009701258,0.002913753,0.00583008,0.005859808,0.002382183,0.005475464,0.0008359632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00406858,"about_ca_system_score_gemma":0.003554677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930458,"about_ca_topic_score_gemma":0.002642782,"domain_scores_codex":[0.9982615,0.0003426221,0.000312542,0.0005888849,0.000370893,0.000123551],"domain_scores_gemma":[0.9951297,0.003133014,0.000534742,0.0002122906,0.0007935964,0.0001965531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005584125,0.0001107385,0.002913176,0.01088343,0.0002046883,0.0005317592,0.00295452,0.0005874891,0.001312029,0.08962416,0.02288374,0.8674359],"study_design_scores_gemma":[0.00003429241,0.0004415683,0.01315602,0.007920312,0.0001807172,0.002305437,0.0005573148,0.000327932,0.001378222,0.05127291,0.9222699,0.0001554789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001312565,0.9912595,0.0006563897,0.002815124,0.000751007,0.00001218007,0.00004683561,0.00002092274,0.003125541],"genre_scores_gemma":[0.02868552,0.9565051,0.0009066852,0.006659747,0.00462544,0.00009002756,0.0001457374,0.00004001598,0.002341764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006930458,"threshold_uncertainty_score":0.0295198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405261917","doi":"10.3389/fcogn.2024.1472814","title":"Synchronous and anti-phase drumming elicit similar prosocial behavior ratings","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Prosocial behavior; Psychology; Social psychology; Task (project management); Affect (linguistics); Context (archaeology); Cognitive psychology; Phase synchronization; Phase (matter); Communication","authors":[{"name":"Sean McWeeny","is_ca":true},{"name":"Adam C. Luoma","is_ca":true},{"name":"Yaseen Al-Saleem","is_ca":true},{"name":"Laurel J. Trainor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02599833669725646,"gpt":0.3081055828760491,"spread":0.2821072461787926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006474917,0.0002548499,0.0002936734,0.0002680544,0.0002549396,0.0003563309,0.0001347415,0.0002470703,0.004295332],"category_scores_gemma":[0.002550978,0.0001438858,0.0001667462,0.0001157201,0.0002655481,0.0001686013,0.000619549,0.0003708632,0.0003829277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525429,"about_ca_system_score_gemma":0.0001292603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000546911,"about_ca_topic_score_gemma":0.001389461,"domain_scores_codex":[0.9992225,0.0002745655,0.00005741073,0.0001655879,0.0001902832,0.00008963944],"domain_scores_gemma":[0.9983897,0.0004847775,0.0004997981,0.0001019757,0.0001590028,0.000364817],"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":[0.006861795,0.003403687,0.2116037,0.0006230365,0.0002400977,0.0002876549,0.004036285,0.0004657771,0.7363079,0.000411167,0.001421009,0.03433783],"study_design_scores_gemma":[0.00009589464,0.006804529,0.9764241,0.00002458359,0.00007466281,0.0002193832,0.001326144,0.001091585,0.01260465,0.000284442,0.001022268,0.00002772125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983475,0.00003500106,0.00051814,0.00001206578,0.000005881809,0.00004540247,0.0001049388,0.00001259226,0.0009185798],"genre_scores_gemma":[0.9969614,0.00003988379,0.001760048,0.00002858688,0.00000759724,0.0002168009,0.000194502,0.000007748737,0.0007832933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004295332,"threshold_uncertainty_score":0.01436925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404728467","doi":"10.3389/fcogn.2024.1436351","title":"Detecting multiple simultaneous and sequential feature changes","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Feature (linguistics); Computer science; Artificial intelligence; Pattern recognition (psychology); Linguistics; Philosophy","authors":[{"name":"Richard D. Wright","is_ca":true},{"name":"Amelia C. Pellaers","is_ca":true},{"name":"Ryan T. deKergommeaux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01204927262348104,"gpt":0.2212004183943853,"spread":0.2091511457709042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009833154,0.0003820733,0.0006056103,0.0009944803,0.0002811607,0.000640718,0.0005695563,0.0008452841,0.003292244],"category_scores_gemma":[0.006080737,0.0003928218,0.0004340535,0.0003314407,0.0004870832,0.002057503,0.001207236,0.000883358,0.0003841192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928112,"about_ca_system_score_gemma":0.0003030075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009793418,"about_ca_topic_score_gemma":0.000862734,"domain_scores_codex":[0.9990701,0.00008483687,0.00006387148,0.0002700778,0.0003319858,0.0001792325],"domain_scores_gemma":[0.9948724,0.00230431,0.001126723,0.0007350252,0.0005145801,0.0004469587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001782394,0.0002555402,0.03495857,0.0003326328,0.0001117788,0.0005286964,0.0003439322,0.001091458,0.8882819,0.001058488,0.0003489621,0.07090574],"study_design_scores_gemma":[0.0001230115,0.003796143,0.5430164,0.00006095093,0.0002080413,0.005135119,0.0005008759,0.01800402,0.420101,0.005630216,0.003290911,0.0001332967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9823857,0.0002158044,0.01496263,0.00006264954,0.00003094938,0.00005673272,0.00007282056,0.0001412277,0.002071507],"genre_scores_gemma":[0.9932221,0.00007254955,0.005816467,0.00006518071,0.00001056867,0.00003123768,0.0000935528,0.00003441605,0.0006539296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003292244,"threshold_uncertainty_score":0.01101363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394930922","doi":"10.3389/fcogn.2024.1354057","title":"Juror decision-making and biracial targets","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Jury Decision Making Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Campion College; University of Regina","funders":"Canadian Psychological Association","keywords":"Psychology; Social psychology","authors":[{"name":"Susan Yamamoto","is_ca":true},{"name":"Evelyn M. Maeder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01656548460088192,"gpt":0.3458954159580588,"spread":0.3293299313571769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003372023,0.000243571,0.0002183744,0.0005621336,0.0008098489,0.00111613,0.0002415868,0.0005304387,0.002905355],"category_scores_gemma":[0.02168039,0.0001417455,0.0001410621,0.0002047619,0.0006280788,0.0004035267,0.000722969,0.000583147,0.0002940928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427606,"about_ca_system_score_gemma":0.0005836272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483958,"about_ca_topic_score_gemma":0.00284887,"domain_scores_codex":[0.9981368,0.0009327149,0.0001228457,0.0002032222,0.0004476218,0.0001568098],"domain_scores_gemma":[0.9910697,0.003720743,0.003637786,0.0004022791,0.0005786348,0.0005907855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006464186,0.001683098,0.7729023,0.0002781351,0.0002972377,0.0008267232,0.0196981,0.002029845,0.0801506,0.004628106,0.001546334,0.1094953],"study_design_scores_gemma":[0.0001487624,0.001520387,0.9682981,0.0001189229,0.0001107884,0.0006101335,0.008101813,0.003680769,0.01015479,0.00493961,0.002238347,0.00007755157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997754,0.00005318517,0.0003187351,0.00008337341,0.000006877925,0.00001905649,0.000009454902,0.000002989688,0.001752362],"genre_scores_gemma":[0.9992218,0.00003186944,0.0004429827,0.00003737915,0.000005415492,0.00001526486,0.00001705822,0.000001424533,0.0002269747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003372023,"threshold_uncertainty_score":0.01783323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401152354","doi":"10.3389/fcogn.2024.1404909","title":"Neural evidence of deprioritizing to-be-forgotten information in visual working memory","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cognition","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","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 Manitoba","funders":"","keywords":"Forgetting; Motivated forgetting; Working memory; Psychology; Functional magnetic resonance imaging; Cognitive psychology; Stimulus (psychology); Cognition; Visual memory; Neuroscience; Prefrontal cortex; Cued speech","authors":[{"name":"Katherine Moen","is_ca":false},{"name":"Melissa R. Beck","is_ca":false},{"name":"Scarlett Horner","is_ca":true},{"name":"Steven G. Greening","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1484226828775807,"gpt":0.38493323350421,"spread":0.2365105506266294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895051,0.0001989804,0.000122204,0.0002827055,0.0001189898,0.0003579782,0.0004215197,0.0004228921,0.001877596],"category_scores_gemma":[0.001485367,0.0002061913,0.0001383387,0.0001619585,0.0006346872,0.0003729321,0.0004629441,0.0004390035,0.0001417887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689786,"about_ca_system_score_gemma":0.0001348561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000552932,"about_ca_topic_score_gemma":0.000659487,"domain_scores_codex":[0.9999353,0.000009129618,0.000005410234,0.00001888658,0.00002227056,0.000009065069],"domain_scores_gemma":[0.9991658,0.0002562784,0.0002922981,0.0001306116,0.00006640951,0.00008860478],"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":[0.003046316,0.0002446283,0.03824135,0.0004536989,0.0001755613,0.0006197299,0.0005361728,0.0002142282,0.9132841,0.000580396,0.0002388897,0.04236483],"study_design_scores_gemma":[0.0001536925,0.001238776,0.8136293,0.00007278253,0.0001504181,0.003809205,0.0003594754,0.001388201,0.1746957,0.003384697,0.00108536,0.00003251515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972953,0.0003755479,0.001471865,0.00006151426,0.000008384874,0.000008160418,0.00005995603,0.00001400647,0.0007050783],"genre_scores_gemma":[0.9980583,0.0001933045,0.001324224,0.00004547827,0.000007823749,0.00001311091,0.0001026271,0.00000508903,0.0002499421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877596,"threshold_uncertainty_score":0.006281197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}