{"meta":{"query_hash":"84598f31ffaf","filters":{"topic":"Technology and Human Factors in Education and Health"},"cohort_total":123,"direct_labels_cover":0,"predictions_cover":123,"exported":123,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/84598f31ffaf","api":"https://metacan.xera.ac/api/v1/cohort?topic=Technology+and+Human+Factors+in+Education+and+Health"},"results":[{"id":"W1200165593","doi":"","title":"In Chick, Optical Blur and Abnormal Lighting Conditions Increase Components of Astigmatism and the Amplitude of Their Diurnal Oscillation","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Astigmatism; Oscillation (cell signaling); Optics; Amplitude; Physics; Optometry; Biology; Medicine","score_opus":0.03308193701371596,"score_gpt":0.35827767660140547,"score_spread":0.3251957395876895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1200165593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697024,0.000038919377,0.0000024524895,0.002002878,0.00011848524,0.00021617506,0.0000062164254,0.000007166226,0.0006374518],"genre_scores_gemma":[0.9988656,0.000007467219,0.0008986787,0.0001763352,0.000024805579,0.000009166105,0.0000038747585,0.0000029653513,0.000011122188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991074,0.00008060176,0.0003055195,0.0001928251,0.00014285768,0.00017076614],"domain_scores_gemma":[0.9990701,0.0003815487,0.00018198197,0.000113012735,0.0001131911,0.00014016558],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00095973257,0.000087394226,0.00025268082,0.00020246756,0.0002433921,0.00000834,0.00010738978,0.000100317375,0.000055296212],"category_scores_gemma":[0.00071868725,0.00005733018,0.000017687995,0.0002605265,0.012320842,0.0001421884,0.00008641168,0.0004236416,9.119858e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059240585,0.00012954508,0.5133212,0.000030654366,0.000008306143,0.0000046630084,0.0031503097,4.5972882e-7,0.42818037,0.05502806,0.0000031708237,0.00008401704],"study_design_scores_gemma":[0.0008220043,0.00017105242,0.9497268,0.000061563056,0.000011223392,0.00038332902,0.00044043784,0.00025856576,0.026345039,0.021727778,0.0000049059463,0.000047251677],"about_ca_topic_score_codex":0.00015769813,"about_ca_topic_score_gemma":0.000015769534,"teacher_disagreement_score":0.43640563,"about_ca_system_score_codex":0.000014039665,"about_ca_system_score_gemma":0.00020945378,"threshold_uncertainty_score":0.99036705},"labels":[],"label_agreement":null},{"id":"W1506364370","doi":"10.1075/aicr.54.08bea","title":"6. Neural basis of conscious and voluntary self-regulation of emotion","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in consciousness research","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Basis (linear algebra); Turnover; Cognitive psychology; Economics; Mathematics; Management","score_opus":0.04066559908597763,"score_gpt":0.3837382828818987,"score_spread":0.3430726837959211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506364370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7226378,0.05313691,0.00007700207,0.0052671274,0.0012995873,0.0036536236,0.00015506927,0.00023449589,0.21353844],"genre_scores_gemma":[0.97780037,0.012246577,0.0005178566,0.00004359496,0.00007210831,0.000015125123,0.000049217862,0.000027019458,0.009228145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998077,0.000052506464,0.0007928523,0.0003521853,0.00047015693,0.00025530346],"domain_scores_gemma":[0.99825066,0.00031685006,0.00045354225,0.00036892455,0.00052293576,0.00008709183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007028279,0.00017435182,0.0006392069,0.0010642958,0.00010010372,0.0000046328887,0.0001296161,0.000437918,0.00048634305],"category_scores_gemma":[0.0001955616,0.00016761686,0.00006582064,0.00013388925,0.0014303498,0.00011066933,0.000072714975,0.0009003809,0.0000058836513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067600317,0.0005951565,0.15258469,0.0071834563,0.00014386099,0.00003890014,0.0034062092,0.00003396445,0.00035160864,0.6817779,0.00046671394,0.15274157],"study_design_scores_gemma":[0.007320083,0.003047673,0.2509669,0.007715135,0.00027404263,0.00021482693,0.0020267058,0.0002632713,0.0027643058,0.66482836,0.059654176,0.000924498],"about_ca_topic_score_codex":0.00008877574,"about_ca_topic_score_gemma":0.0004662762,"teacher_disagreement_score":0.2551626,"about_ca_system_score_codex":0.0002114888,"about_ca_system_score_gemma":0.0006634077,"threshold_uncertainty_score":0.6835217},"labels":[],"label_agreement":null},{"id":"W1518920624","doi":"10.5539/mas.v9n6p236","title":"Determination of Measurements of the Female Population of the Republic of Kazakhstan","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Typology; Anthropometry; Statistics; Population; Demography; Regression analysis; Clothing; Mathematics; Regression; Linear regression; Geography; Sociology","score_opus":0.12016004664931997,"score_gpt":0.35393631248001783,"score_spread":0.23377626583069788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518920624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518025,0.000018005496,0.0008691411,0.00025786788,0.00011577377,0.00023025741,0.0000015664675,0.000005960066,0.0033211627],"genre_scores_gemma":[0.9992756,7.008677e-7,0.0005934756,0.000042471936,0.000005666869,0.0000033087654,6.376026e-7,0.0000020774332,0.00007601808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991092,0.000014002867,0.00024025276,0.000096810996,0.00046700297,0.000072730036],"domain_scores_gemma":[0.9990324,0.000009384026,0.0003224019,0.00036505074,0.00024375743,0.00002705569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072241895,0.000036546524,0.00011563566,0.00008642358,0.00006300777,0.0000014578744,0.0002388484,0.000039891325,0.0000073205274],"category_scores_gemma":[0.000149202,0.000021574431,0.00002545255,0.00033557997,0.0005188171,0.00003629296,0.00004507721,0.00006448147,1.9834853e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056201916,0.00034214108,0.5783732,0.00017028276,0.000005600963,1.3398922e-8,0.008343106,0.00001810227,0.3757871,0.018625662,0.00005342889,0.018225139],"study_design_scores_gemma":[0.0003119627,0.000045957524,0.76671153,0.00004765579,0.000015114799,7.800612e-7,0.00038792912,0.0007375589,0.22464594,0.0070536737,0.000016648333,0.000025244379],"about_ca_topic_score_codex":0.00003135317,"about_ca_topic_score_gemma":0.000024656047,"teacher_disagreement_score":0.18833832,"about_ca_system_score_codex":0.0000525351,"about_ca_system_score_gemma":0.00030655295,"threshold_uncertainty_score":0.19116034},"labels":[],"label_agreement":null},{"id":"W1579428508","doi":"10.18438/b8gw36","title":"Mental Model Construction in MedlinePlus Information Searching Involves Changes and Developments in Cognition, Emotion, and Behaviour","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Task (project management); Cognition; Computer science; Population; Psychology; Mental health; Applied psychology; Multimedia; World Wide Web; Medicine; Psychotherapist","score_opus":0.022018293439235156,"score_gpt":0.29478116566258095,"score_spread":0.2727628722233458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579428508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93623173,0.00020503595,0.00031567816,0.06199529,0.00006143627,0.0005761819,0.0000062917557,0.00005618555,0.0005521399],"genre_scores_gemma":[0.9659686,0.0036439314,0.009530185,0.02059189,0.000012500244,0.000055427376,0.00017401809,0.0000031256595,0.000020301199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992774,0.000056568366,0.0003383802,0.00008672025,0.00012181768,0.00011910452],"domain_scores_gemma":[0.9994715,0.00015422655,0.0001659472,0.00006374133,0.000057682566,0.000086917986],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002975822,0.000089231275,0.00011035422,0.00051873055,0.00013613488,0.00013290618,0.000028997994,0.00010339462,0.00006252648],"category_scores_gemma":[0.0003365036,0.00008539795,0.000005547262,0.00018111373,0.00009964195,0.068566255,0.00003651521,0.00026558392,0.000008327141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076089153,0.00020979682,0.6568625,0.0013036603,0.000024020605,0.0000019721595,0.0338534,0.000031378942,0.0001171775,0.06868879,0.0015806454,0.23656577],"study_design_scores_gemma":[0.0019322288,0.00017913197,0.9491825,0.0009385232,0.000023730625,0.0001082674,0.021024536,0.018447347,0.00048000138,0.0010865707,0.0064006504,0.00019648667],"about_ca_topic_score_codex":0.000024147845,"about_ca_topic_score_gemma":0.0000011209768,"teacher_disagreement_score":0.29232004,"about_ca_system_score_codex":0.000022340386,"about_ca_system_score_gemma":0.00019144686,"threshold_uncertainty_score":0.9444612},"labels":[],"label_agreement":null},{"id":"W159243582","doi":"10.1167/7.9.496","title":"","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Weighting; Orientation (vector space); Head (geology); Rotation (mathematics); Artificial intelligence; Principal component analysis; Mathematics; Pattern recognition (psychology); Symmetry (geometry); Psychology; Computer science; Computer vision; Statistics; Geometry; Physics; Geology; Acoustics","score_opus":0.016914718898868513,"score_gpt":0.390298438248614,"score_spread":0.37338371934974546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W159243582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97251874,0.00009471291,0.00010120917,0.02549818,0.0015119256,0.00006579194,2.2692585e-7,0.000020096097,0.00018914203],"genre_scores_gemma":[0.99141055,0.00010398609,0.00611283,0.0016680722,0.00060298457,3.4636633e-7,6.1046944e-7,0.0000060662346,0.000094575145],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99906355,0.000015573707,0.00048133117,0.00007057623,0.00023302666,0.000135969],"domain_scores_gemma":[0.9987971,0.00005481088,0.00037530062,0.00018819403,0.00035342385,0.00023115281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381997,0.00007011887,0.0002570432,0.00032545783,0.00012827491,0.000011144645,0.00010637086,0.00017735582,0.00018839914],"category_scores_gemma":[0.0002976758,0.000047125493,0.00012095227,0.00010276076,0.000104985746,0.00015917848,0.000013519427,0.001312252,0.0000042511233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010562657,0.0017772344,0.41536158,0.00006804787,0.000049176575,0.000094362935,0.0020568653,4.8137144e-7,0.48248032,0.0094333645,0.007849714,0.07977258],"study_design_scores_gemma":[0.0016697708,0.0020322797,0.96250474,0.00008837805,0.000038734586,0.0019495523,0.00040457022,0.000005105956,0.004118898,0.0025657841,0.02457786,0.000044314937],"about_ca_topic_score_codex":0.0000019777303,"about_ca_topic_score_gemma":0.00001209324,"teacher_disagreement_score":0.54714316,"about_ca_system_score_codex":0.000023664896,"about_ca_system_score_gemma":0.00024768713,"threshold_uncertainty_score":0.5701155},"labels":[],"label_agreement":null},{"id":"W183229132","doi":"10.1177/215416470203700206","title":"Applications of Measures of Speed of Mental Operations among Children with Intellectual Deficiency","year":2002,"lang":"en","type":"article","venue":"Education and training in mental retardation and developmental disabilities","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Mental deficiency; Developmental psychology; Intellectual disability; Mathematics education; Cognitive psychology; Psychiatry","score_opus":0.04226711674037284,"score_gpt":0.2983446304079442,"score_spread":0.25607751366757137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W183229132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952498,0.0003450929,0.000042425567,0.00021890215,0.000042559222,0.00048815814,0.000018283254,0.000011835817,0.0035829255],"genre_scores_gemma":[0.9972736,0.00030770822,0.0018824856,0.00004340315,0.000008509692,0.000033564596,0.00011982175,0.0000055573882,0.0003253494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924785,0.000022270191,0.00036010394,0.00014987931,0.00013630548,0.00008360641],"domain_scores_gemma":[0.99969417,0.000052758896,0.00007101108,0.00007318227,0.00005741109,0.000051457057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011752964,0.00008906912,0.00019253284,0.00020488189,0.00008902965,0.000005901517,0.000036884485,0.00004818337,0.00041729645],"category_scores_gemma":[0.00009016244,0.00007806146,0.000018772473,0.00017259148,0.00067129027,0.000094994975,0.000013775565,0.0000814845,0.0000011816969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037504687,0.0007139456,0.78358364,0.00011508678,0.00003112456,1.0476506e-8,0.16661002,8.498367e-7,0.00044624537,0.005496259,0.00011061128,0.042854708],"study_design_scores_gemma":[0.0008048441,0.00023933868,0.73156166,0.00017221736,0.000027121698,0.000031736086,0.26364648,0.000058638427,0.0028318262,0.0002465221,0.00026609754,0.00011354768],"about_ca_topic_score_codex":0.00007355206,"about_ca_topic_score_gemma":0.0001202783,"teacher_disagreement_score":0.09703646,"about_ca_system_score_codex":0.000049343384,"about_ca_system_score_gemma":0.00016926911,"threshold_uncertainty_score":0.45691034},"labels":[],"label_agreement":null},{"id":"W18535633","doi":"10.1139/w08-028","title":"Анализ вариабельности сердечного ритма при аритмиях с сохраненным синусовым ритмом","year":2005,"lang":"en","type":"article","venue":"Вестник Харьковского национального университета имени В.Н. Каразина. Серия «Медицина»","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart rate variability; Mathematics; Quadratic equation; Spectral analysis; Statistics; Harmonic; Mathematical analysis; Applied mathematics; Medicine; Internal medicine; Physics; Heart rate; Acoustics","score_opus":0.022886590862830014,"score_gpt":0.36229501854067636,"score_spread":0.33940842767784635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18535633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75103307,0.010568392,0.0010480275,0.0599767,0.007673688,0.0051488243,0.0004379283,0.0062560025,0.15785739],"genre_scores_gemma":[0.9222939,0.002603133,0.00620125,0.01762735,0.0059759156,0.000485885,0.0007156336,0.00054019864,0.043556713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873003,0.0004847311,0.00314796,0.0030742006,0.002155726,0.0038370935],"domain_scores_gemma":[0.9905329,0.0006636186,0.0013388764,0.0040712226,0.0010010028,0.0023924203],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001993822,0.002204418,0.0029192667,0.0021222758,0.002093438,0.00034772066,0.0019038572,0.0025035064,0.015956242],"category_scores_gemma":[0.0010221372,0.0021555696,0.0013543973,0.0020233241,0.0017570908,0.0011844573,0.00068090216,0.004248321,0.011970309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027152877,0.009560172,0.058213554,0.0016122765,0.0019644843,0.0007069271,0.013932903,0.000080108366,0.008302637,0.11224396,0.6507609,0.13990682],"study_design_scores_gemma":[0.007888485,0.0016459461,0.053523686,0.00068423495,0.00066204503,0.0012169072,0.0025659893,0.00035709358,0.008681714,0.0031823374,0.91687906,0.0027124821],"about_ca_topic_score_codex":0.00041472886,"about_ca_topic_score_gemma":0.0009790574,"teacher_disagreement_score":0.26611823,"about_ca_system_score_codex":0.0014938962,"about_ca_system_score_gemma":0.0022954417,"threshold_uncertainty_score":0.9992057},"labels":[],"label_agreement":null},{"id":"W1860127332","doi":"10.5539/mas.v9n11p258","title":"Functional Model of the Emergence and Development of Stress","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Psychology; Computer science; Cognitive psychology; Philosophy","score_opus":0.11549210128337277,"score_gpt":0.3212604293807604,"score_spread":0.2057683280973876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860127332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95851105,0.000039300627,0.03792181,0.00026783152,0.00008207266,0.00009988901,0.0000016216842,0.000010448239,0.0030659498],"genre_scores_gemma":[0.994627,0.0000024962028,0.0051096394,0.00008545287,0.0000053951294,0.0000049835276,5.0453826e-7,0.000001411506,0.00016311776],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994673,0.0000017084354,0.00011793639,0.00010624998,0.00022954904,0.000077216755],"domain_scores_gemma":[0.99966633,0.000004097205,0.000053647906,0.00013739827,0.0000812986,0.000057215333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021426109,0.000033346627,0.00006835216,0.00004847901,0.0001049261,0.000001478814,0.000098044104,0.000024947152,0.000013295834],"category_scores_gemma":[0.000015475885,0.000021996115,0.0000060288003,0.00010377176,0.00053188787,0.000019743022,0.00005341813,0.000063126055,0.00000118016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017514933,0.0007372722,0.09437235,0.0002513505,0.000021183978,1.0299111e-7,0.05264587,0.0018352643,0.5976395,0.19533475,0.0013861362,0.0556011],"study_design_scores_gemma":[0.0015019776,0.00008588837,0.42332733,0.00009046212,0.000027532024,0.0000065009476,0.0058644214,0.1069931,0.41606215,0.045283735,0.00052652624,0.00023038338],"about_ca_topic_score_codex":0.0000014806153,"about_ca_topic_score_gemma":0.000005906339,"teacher_disagreement_score":0.328955,"about_ca_system_score_codex":0.000019290672,"about_ca_system_score_gemma":0.00088709977,"threshold_uncertainty_score":0.19597632},"labels":[],"label_agreement":null},{"id":"W1985697284","doi":"10.1016/s0168-0102(02)00030-5","title":"Cerebral processes involved in reading as a function of the structure of various writing systems","year":2002,"lang":"en","type":"letter","venue":"Neuroscience Research","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Reading (process); Function (biology); Neuroscience; Computer science; Cognitive science; Linguistics; Psychology; Biology; Philosophy; Evolutionary biology","score_opus":0.11870591459771869,"score_gpt":0.39586803911294116,"score_spread":0.2771621245152225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985697284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8976387,0.0003486269,0.000004319063,0.099231854,0.0010148651,0.0009514935,0.000019698276,0.000033955053,0.00075649837],"genre_scores_gemma":[0.9833591,0.000103731036,0.000007108174,0.01448708,0.0003223155,0.000010257155,0.0000055518394,0.0000139376,0.0016909064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976921,0.00022136311,0.0003735372,0.00035880232,0.0009364332,0.00041776046],"domain_scores_gemma":[0.9987122,0.00022641294,0.0001989148,0.00043670216,0.0003854299,0.000040336618],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005066921,0.000110339584,0.000301252,0.0006835485,0.00021066102,0.00002486485,0.00041935657,0.0004732665,0.000049484952],"category_scores_gemma":[0.0014389853,0.00007620842,0.000037498205,0.00139935,0.00077010255,0.00006130395,0.00009133867,0.0032481975,0.0000020869256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019317497,0.0006738949,0.45309344,0.03279235,0.00002411711,0.0001428368,0.00573356,0.00002650952,0.09539445,0.0057601663,0.40365574,0.0025097665],"study_design_scores_gemma":[0.0030675232,0.005285681,0.5378741,0.015447643,0.00014344443,0.00057705963,0.0072870436,0.00095529703,0.021163352,0.008085799,0.39912635,0.0009866952],"about_ca_topic_score_codex":0.00020450797,"about_ca_topic_score_gemma":0.000034259498,"teacher_disagreement_score":0.08572042,"about_ca_system_score_codex":0.00011391811,"about_ca_system_score_gemma":0.0010366802,"threshold_uncertainty_score":0.99905133},"labels":[],"label_agreement":null},{"id":"W2011191905","doi":"10.1038/sj.mp.4002045","title":"Positive correlation between medial prefrontal activity and trait anhedonia severity during the processing of positive information in non-clinical subjects","year":2007,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"","keywords":"Anhedonia; Trait; Correlation; Psychology; Prefrontal cortex; Clinical psychology; Neuroscience; Schizophrenia (object-oriented programming); Psychiatry; Cognition","score_opus":0.007910958268365926,"score_gpt":0.3124993831169065,"score_spread":0.3045884248485406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011191905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942794,0.00007621122,0.003127589,0.0011680684,0.0002454609,0.00041143887,0.000012290998,0.000021309104,0.00065826066],"genre_scores_gemma":[0.99891144,0.0000075357857,0.0006738082,0.00026316388,0.00009429593,0.000003758715,0.00003080656,0.0000058581977,0.000009329294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992009,0.000048916758,0.00033220614,0.00012774266,0.00013761879,0.0001526431],"domain_scores_gemma":[0.99954015,0.00004878382,0.00018368737,0.00010737255,0.000056165376,0.00006384402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045887355,0.00009124175,0.00019461772,0.0001355883,0.000113260925,0.000007870314,0.000041245476,0.00018740402,0.0000059910167],"category_scores_gemma":[0.000047690562,0.00007575712,0.000044273926,0.0001382135,0.00015986995,0.00015849486,0.000019853544,0.0004780324,0.0000013408494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004845332,0.00020447951,0.97841567,0.00015573883,0.000030248237,0.0000033472581,0.0034022543,8.6124817e-7,0.0007959494,0.00021962056,0.00001369082,0.016273579],"study_design_scores_gemma":[0.0011646049,0.0001848501,0.9957228,0.00013273221,0.00003981817,0.000022013393,0.00055951666,0.00004754855,0.0017781833,0.00027320773,0.0000065739355,0.000068199115],"about_ca_topic_score_codex":0.00006385255,"about_ca_topic_score_gemma":0.000192443,"teacher_disagreement_score":0.017307054,"about_ca_system_score_codex":0.000057064044,"about_ca_system_score_gemma":0.0001863686,"threshold_uncertainty_score":0.30892858},"labels":[],"label_agreement":null},{"id":"W2025598396","doi":"10.1167/5.8.381","title":"The use of afterimages in the study of categorization of facial expressions","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Categorization; Afterimage; Psychology; Cognitive psychology; Facial expression; Communication; Computer science; Artificial intelligence; Image (mathematics)","score_opus":0.05263448815432758,"score_gpt":0.3964771304091244,"score_spread":0.3438426422547968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025598396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985106,0.00005070595,0.0000320953,0.0009897364,0.00025811762,0.00012847266,9.240612e-7,0.0000012858321,0.000028079685],"genre_scores_gemma":[0.99962234,0.00010415131,0.00016734845,0.000031162836,0.000044980432,8.375454e-7,4.3326222e-7,0.000002109118,0.000026647174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993039,0.00005784752,0.00039124605,0.00003090213,0.00017242982,0.00004368522],"domain_scores_gemma":[0.99913096,0.00013963008,0.00040233,0.00014653591,0.00016372689,0.00001683385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039999856,0.000032888307,0.0001383331,0.000119433156,0.000052334537,0.000003567188,0.00009912866,0.00005237321,0.000028163482],"category_scores_gemma":[0.00023539765,0.000015259813,0.000032353113,0.000089132125,0.000081252976,0.000058795646,0.000012494096,0.00029088158,1.8187575e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011278534,0.006908793,0.46641904,0.00012454289,0.000052673506,0.0000067167493,0.045343574,0.000014962431,0.43169266,0.0022619562,0.0046906704,0.041356567],"study_design_scores_gemma":[0.0006786098,0.0012445808,0.9860831,0.00008380711,0.000025125442,0.000009057356,0.005638179,0.00000687457,0.0031947172,0.00025583408,0.0027646576,0.000015481024],"about_ca_topic_score_codex":0.000019983885,"about_ca_topic_score_gemma":0.000059573114,"teacher_disagreement_score":0.51966405,"about_ca_system_score_codex":0.000005484668,"about_ca_system_score_gemma":0.000074031006,"threshold_uncertainty_score":0.12637518},"labels":[],"label_agreement":null},{"id":"W2029856944","doi":"10.1016/j.cbpa.2009.04.244","title":"Biomechanical imperatives in the neural control of locomotion","year":2009,"lang":"en","type":"article","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Control (management); Physical medicine and rehabilitation; Neural Prosthesis; Computer science; Neuroscience; Psychology; Artificial intelligence; Medicine","score_opus":0.02571111368151747,"score_gpt":0.3459023949180808,"score_spread":0.3201912812365633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029856944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99555886,0.0008332154,0.0003089442,0.0024440978,0.0000781833,0.00036173832,0.00001640081,0.000020362297,0.00037818338],"genre_scores_gemma":[0.99759126,0.00005115558,0.00009838584,0.0020042176,0.000075399206,0.00004582357,0.00010624862,0.000003904523,0.000023600456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986277,0.00034089564,0.00034316024,0.0003782529,0.00007025756,0.00023969168],"domain_scores_gemma":[0.99921846,0.00015458293,0.00015910236,0.00027951648,0.00012941932,0.00005894216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013426442,0.00023697353,0.0006334559,0.000078159654,0.00010007367,0.00000456082,0.00015666852,0.00022710774,0.000062727784],"category_scores_gemma":[0.000056901794,0.00014910777,0.00011271957,0.00018835404,0.0008444169,0.000033258406,0.0000189199,0.0005325136,0.0000035718188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000555428,0.0005455087,0.00022789974,0.000028457742,0.00005891043,0.00000294225,0.0018909537,0.000003974733,0.9783445,0.017632158,0.00033028578,0.00037899395],"study_design_scores_gemma":[0.0026661498,0.0031866,0.11998698,0.00010769663,0.00008271386,0.00006759668,0.0051627955,0.0007958835,0.84620184,0.020830223,0.0006023659,0.00030913125],"about_ca_topic_score_codex":0.0000043633695,"about_ca_topic_score_gemma":0.0000021248754,"teacher_disagreement_score":0.13214262,"about_ca_system_score_codex":0.00002371196,"about_ca_system_score_gemma":0.000074587,"threshold_uncertainty_score":0.60804385},"labels":[],"label_agreement":null},{"id":"W2096942655","doi":"10.1504/ijsoi.2012.051398","title":"Neuro-industrial engineering: the new stage of modern IE - from the human-oriented perspective","year":2012,"lang":"en","type":"article","venue":"International Journal of Services Operations and Informatics","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences; National Science Foundation","keywords":"Perspective (graphical); Informatics; Process (computing); Computer science; Production (economics); Engineering; Data science; Cognitive science; Artificial intelligence; Psychology; Economics","score_opus":0.028587368354115256,"score_gpt":0.3251663984591455,"score_spread":0.2965790301050303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096942655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98779094,0.0004742194,0.0010532627,0.009317057,0.00073409465,0.000112733826,0.000030342955,0.000006302304,0.00048103379],"genre_scores_gemma":[0.99656254,0.00015242553,0.00081592036,0.001504388,0.0007955676,0.0000010528279,0.000012957391,0.0000037672744,0.00015135443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928826,0.000010328942,0.0004038614,0.000023208597,0.00020430575,0.00007006409],"domain_scores_gemma":[0.999194,0.000076340584,0.0001927529,0.000095537885,0.0003790043,0.000062311985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016397344,0.000060849074,0.00010742668,0.00007525093,0.00010594481,0.00003676368,0.00017673499,0.000052187625,0.00012944157],"category_scores_gemma":[0.0000548899,0.000033283355,0.000040027484,0.000050308674,0.000042635977,0.00029404205,0.00003330909,0.00028679098,0.000001655501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032264643,0.00097394706,0.15858833,0.000105722465,0.0017344726,0.0000033432311,0.31741455,0.003362335,0.0029050864,0.49295142,0.008523439,0.013114702],"study_design_scores_gemma":[0.008921461,0.0010323122,0.23684612,0.0007832479,0.000591105,0.00038851402,0.16527942,0.03896165,0.0037928873,0.003109826,0.53985053,0.00044294185],"about_ca_topic_score_codex":0.00010764322,"about_ca_topic_score_gemma":0.00003215646,"teacher_disagreement_score":0.53132707,"about_ca_system_score_codex":0.00003771693,"about_ca_system_score_gemma":0.00012341086,"threshold_uncertainty_score":0.14172944},"labels":[],"label_agreement":null},{"id":"W2107490555","doi":"10.5539/ijps.v2n1p171","title":"The Drive and Mirror Image in the Acousma","year":2010,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unconsciousness; Consciousness; Objectification; Psychology; Projection (relational algebra); Object (grammar); Energy (signal processing); Social psychology; Epistemology; Computer science; Artificial intelligence; Physics; Philosophy; Neuroscience","score_opus":0.07366718539044709,"score_gpt":0.49462812620046676,"score_spread":0.42096094081001967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107490555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90395266,0.0007450031,0.000007745616,0.092742056,0.0012303231,0.0000527279,6.8929273e-7,0.0000043841696,0.0012643944],"genre_scores_gemma":[0.99376804,0.0024105373,0.0007061003,0.0028042241,0.00021753719,0.0000036688461,2.2477502e-7,0.0000015225905,0.000088176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945587,0.000028935629,0.00021602589,0.000059125457,0.00016632621,0.000073690404],"domain_scores_gemma":[0.99928945,0.000284482,0.000114507515,0.00006642412,0.00022199294,0.000023133905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051962765,0.000046643338,0.00010447429,0.000050719387,0.00010475252,0.000018923292,0.0002095366,0.000048497288,0.000047006677],"category_scores_gemma":[0.00049332005,0.000018748935,0.000039033454,0.000035205172,0.00041635777,0.000030035158,0.00002320213,0.00056704576,0.0000050423114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014804958,0.0023237716,0.5489795,0.000022667258,0.00080459344,0.000566044,0.019016298,8.450883e-8,0.009684109,0.17324825,0.092419796,0.15145439],"study_design_scores_gemma":[0.0005887149,0.000251797,0.92520314,0.000019639368,0.000011374227,0.00062473805,0.003867203,4.921268e-7,0.000028327904,0.019977953,0.049400877,0.000025750973],"about_ca_topic_score_codex":0.0000017326919,"about_ca_topic_score_gemma":0.000053415893,"teacher_disagreement_score":0.37622362,"about_ca_system_score_codex":0.000013415973,"about_ca_system_score_gemma":0.000011719487,"threshold_uncertainty_score":0.24635631},"labels":[],"label_agreement":null},{"id":"W2113544356","doi":"10.5539/ass.v11n1p142","title":"Applied Technosphere Riskology as Direction of Future Life Security Experts Vocational Training","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Training (meteorology); Psychology; Computer science; Mathematics education; Knowledge management; Pedagogy; Physics","score_opus":0.01594903505098367,"score_gpt":0.32587145591617217,"score_spread":0.3099224208651885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113544356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44980872,0.000045208446,0.0002224076,0.012161642,0.0006428636,0.00018219445,0.0000014805522,0.00015707371,0.5367784],"genre_scores_gemma":[0.99791896,0.000009304186,0.0004021069,0.000938065,0.0005992479,0.00001394619,0.0000036317924,0.000004096941,0.00011066531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992402,0.000015249886,0.00014935923,0.00019999933,0.00020989668,0.00018527471],"domain_scores_gemma":[0.99958634,0.000016242011,0.00010316182,0.00011549479,0.00008370273,0.00009503612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034775707,0.00006351197,0.00015763383,0.00008460937,0.0004711608,0.0000062318663,0.00012959425,0.00017073445,0.00024339845],"category_scores_gemma":[0.00014573903,0.000058746584,0.000030362833,0.00037932085,0.00086291315,0.00004923138,0.000019043682,0.0001833479,0.000012889136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021760732,0.00010559687,0.0022184995,0.000017943172,0.000005550857,1.5580085e-7,0.019119972,1.6849969e-8,0.0016589296,0.6603869,0.0014867272,0.31497794],"study_design_scores_gemma":[0.00079169223,0.00026566122,0.78137004,0.000024650177,0.000027884302,0.000019239063,0.063393146,0.000009687625,0.0028386377,0.06477378,0.08627495,0.00021062173],"about_ca_topic_score_codex":0.000014448866,"about_ca_topic_score_gemma":0.000015570318,"teacher_disagreement_score":0.77915156,"about_ca_system_score_codex":0.00006156133,"about_ca_system_score_gemma":0.0004963791,"threshold_uncertainty_score":0.36238357},"labels":[],"label_agreement":null},{"id":"W2122829595","doi":"10.5539/ass.v10n22p263","title":"Emotional Experiences of Person as a Reason of Psychosomatic Risk Origin","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Emotional stress; Psychosomatic medicine; Psychotherapist; Medicine","score_opus":0.02503032835732279,"score_gpt":0.36595197297248117,"score_spread":0.3409216446151584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122829595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88472134,0.000016933369,0.000083290564,0.0011044311,0.00020517076,0.00006902354,9.292715e-7,0.000019012241,0.113779865],"genre_scores_gemma":[0.99894285,0.000007961645,0.00067012943,0.00010523978,0.00008556039,0.0000051809525,7.4295644e-7,0.0000019025075,0.00018040284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999328,0.000024168114,0.00012857279,0.00012824523,0.0002671242,0.000123855],"domain_scores_gemma":[0.9995944,0.000019447374,0.0001479763,0.00010164453,0.00007705528,0.000059481365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035052522,0.000043128854,0.00013283214,0.000097341355,0.00023816022,0.000003863825,0.00013245181,0.00005495878,0.0003395716],"category_scores_gemma":[0.00021439506,0.000035941546,0.00003588066,0.00031735539,0.0011655921,0.0000565603,0.000007377026,0.00009412253,0.000011477206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039076705,0.00039588267,0.090634435,0.000101183505,0.000011217462,2.8716167e-7,0.30421945,1.7989246e-8,0.0015448979,0.39369854,0.001262641,0.20809235],"study_design_scores_gemma":[0.00029612795,0.0003205135,0.9046587,0.00006813758,0.000013529467,0.000004961068,0.08489555,0.000011005056,0.0014646108,0.006845435,0.0013618976,0.000059532682],"about_ca_topic_score_codex":0.000043041728,"about_ca_topic_score_gemma":0.0000040523105,"teacher_disagreement_score":0.81402427,"about_ca_system_score_codex":0.000031294938,"about_ca_system_score_gemma":0.00025722006,"threshold_uncertainty_score":0.42946726},"labels":[],"label_agreement":null},{"id":"W2236361279","doi":"","title":"Serious Games for Secondary School Students: Ergonomics and Motivational Support Mechanisms","year":2013,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Simon Fraser University; Université du Québec à Montréal; HEC Montréal; Université TÉLUQ","funders":"","keywords":"Human factors and ergonomics; Psychology; Poison control; Applied psychology; Medicine; Medical emergency","score_opus":0.02337308925929097,"score_gpt":0.3069864249508315,"score_spread":0.2836133356915405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236361279","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41910714,0.00026518112,0.00014280087,0.57609963,0.0017283346,0.0011821219,0.000047082172,0.0001919182,0.0012358025],"genre_scores_gemma":[0.98555374,0.00034734257,0.0045267562,0.0032968456,0.00036892522,0.0009543906,0.00023997026,0.000021182761,0.0046908404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987051,0.000015399879,0.0003371783,0.00044218346,0.00017793392,0.00032224448],"domain_scores_gemma":[0.99868584,0.00031954344,0.00013245616,0.00025687777,0.00032288634,0.00028239936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014519446,0.00021498982,0.00033932424,0.00081609224,0.0002158015,0.00004666171,0.00018509969,0.00031467242,0.0040489295],"category_scores_gemma":[0.00043562378,0.00020017366,0.000031253054,0.00022058451,0.0004735014,0.000122827,0.000065709144,0.000594078,0.00010222351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049834016,0.0003823086,0.05380968,0.00007869017,0.0000631545,8.410233e-7,0.00034312753,2.3023508e-8,0.0004089893,0.911153,0.02370169,0.010008658],"study_design_scores_gemma":[0.0010097893,0.00029701294,0.2775725,0.00005564302,0.000030159023,0.000040127365,0.0003423122,0.000010897358,0.0004414208,0.7176697,0.0023664453,0.0001639643],"about_ca_topic_score_codex":0.000007805364,"about_ca_topic_score_gemma":0.00004919466,"teacher_disagreement_score":0.5728028,"about_ca_system_score_codex":0.00008687135,"about_ca_system_score_gemma":0.0010759034,"threshold_uncertainty_score":0.9968615},"labels":[],"label_agreement":null},{"id":"W2245374868","doi":"","title":"Distinctive patterns of communication impairments after a right-hemisphere stroke depending on its nature","year":2010,"lang":"en","type":"article","venue":"Revista Neuropsicologia Latinoamericana","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Right hemisphere; Stroke (engine); Psychology; Communication; Cognitive psychology; Audiology; Medicine; Engineering","score_opus":0.012969197392675793,"score_gpt":0.313321131107575,"score_spread":0.3003519337148992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245374868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353033,0.0000978322,0.000017946106,0.00087417476,0.00017920838,0.00043733444,0.000067271205,0.00009950213,0.0046963952],"genre_scores_gemma":[0.9971395,0.0000876802,0.00051344576,0.0014532845,0.00006155556,0.000047462658,0.00004039325,0.000022225342,0.000634443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884415,0.000094307165,0.00033613126,0.0002998147,0.00018676659,0.0002388145],"domain_scores_gemma":[0.99858266,0.0001867031,0.00033421468,0.00064381206,0.00012546111,0.00012714752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012680472,0.00018254633,0.00036797172,0.00010376882,0.00013669582,0.000015589094,0.00021731266,0.00023944664,0.0016195269],"category_scores_gemma":[0.0002789731,0.00014817367,0.00009634625,0.00015941793,0.00016639258,0.000046821562,0.000070191825,0.0014999182,0.000028879853],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038939316,0.00094066927,0.96406144,0.00026700748,0.00008043393,0.000055902008,0.00039785364,6.953486e-7,0.011797098,0.010628393,0.0009113708,0.01046975],"study_design_scores_gemma":[0.00052392355,0.00065113907,0.9837052,0.00013290148,0.00007426435,0.000038939037,0.00017388818,0.000023543786,0.0026126485,0.000041980937,0.011869119,0.00015240243],"about_ca_topic_score_codex":0.000021852999,"about_ca_topic_score_gemma":0.000030097015,"teacher_disagreement_score":0.019643817,"about_ca_system_score_codex":0.00006374008,"about_ca_system_score_gemma":0.000100380516,"threshold_uncertainty_score":0.99929315},"labels":[],"label_agreement":null},{"id":"W2268831167","doi":"","title":"Questionmark’s Results Management System: Dynamic psychometric diagnostics to ensure defensibility","year":2009,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Computer science","score_opus":0.01828712225059919,"score_gpt":0.3414699463390283,"score_spread":0.3231828240884291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268831167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8428094,0.00032119165,0.0033748918,0.01608154,0.0010179366,0.0013885474,0.000019425965,0.0009287915,0.13405828],"genre_scores_gemma":[0.9848765,0.00021009188,0.0060416535,0.0025387283,0.000052263207,0.00001455562,0.000036456982,0.0000064911987,0.0062232353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989051,0.00002617855,0.00034260584,0.00032773483,0.00017039124,0.00022796594],"domain_scores_gemma":[0.99902296,0.000056842022,0.000056763576,0.0005512485,0.00010461735,0.0002075647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035007103,0.00011801147,0.00020867257,0.0005120817,0.000119364944,0.0000113278,0.0000893722,0.00014256242,0.00008165441],"category_scores_gemma":[0.00025879272,0.0000974782,0.00004728131,0.0005751376,0.000036241145,0.000024350205,0.000014633784,0.00020415284,0.00023647294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010273182,0.0030318538,0.16966471,0.0010049078,0.00014992148,0.0000712663,0.0012578822,0.000012343133,0.000031397005,0.2925722,0.2814719,0.24970427],"study_design_scores_gemma":[0.00072410575,0.00039720707,0.98533356,0.00013399804,0.00005132358,0.000015447251,0.00044656813,0.000027506541,0.000012213352,0.00071750215,0.0120392535,0.00010133731],"about_ca_topic_score_codex":0.000014838814,"about_ca_topic_score_gemma":0.000044291486,"teacher_disagreement_score":0.8156688,"about_ca_system_score_codex":0.00024273536,"about_ca_system_score_gemma":0.00003600921,"threshold_uncertainty_score":0.39750457},"labels":[],"label_agreement":null},{"id":"W2339117816","doi":"10.14288/1.0095476","title":"Groupthink in decision making : testing for its existence, effects and prevention","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Social psychology; Computer science","score_opus":0.019882716987078764,"score_gpt":0.26813197655862764,"score_spread":0.24824925957154886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339117816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998198,0.00008610833,0.00054024573,0.00007886056,0.00016631707,0.00038074816,0.000005057721,0.000041809326,0.00050289166],"genre_scores_gemma":[0.9846588,0.000018405142,0.014996069,0.00004626364,0.000022084178,0.0000010573408,0.000004115643,0.0000045655966,0.000248646],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995694,0.0000096037475,0.00007675522,0.00017200818,0.000060817096,0.00011138815],"domain_scores_gemma":[0.9995733,0.000141703,0.00006405402,0.00009285678,0.000083489984,0.000044632918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017749204,0.000021073412,0.00014182775,0.00006685196,0.00015561022,0.000013896864,0.000057809608,0.00012788356,0.000024691457],"category_scores_gemma":[0.00023090105,0.00006563718,0.000028646802,0.000117483,0.000092771115,0.00009409015,0.000027955659,0.00018307916,0.0000015933026],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001687629,0.0000888315,0.14871116,0.0002826174,0.0000043885384,0.000012847382,0.00018735304,3.1967016e-8,0.0004715065,0.00004929726,0.00019997197,0.8499751],"study_design_scores_gemma":[0.0011040223,0.00020727102,0.9919893,0.00063398684,0.000019577234,0.0000588871,0.0003609332,0.00009021039,0.0000014247854,0.005323812,0.00015590861,0.000054638334],"about_ca_topic_score_codex":0.00090147264,"about_ca_topic_score_gemma":0.076865286,"teacher_disagreement_score":0.84992045,"about_ca_system_score_codex":0.000021569143,"about_ca_system_score_gemma":0.000061550665,"threshold_uncertainty_score":0.9399795},"labels":[],"label_agreement":null},{"id":"W2339364410","doi":"","title":"A Combination of the MLP Neural Networks to Determine the Level of Happiness with the Parameters of the General Health","year":2013,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Happiness; Artificial neural network; Computer science; Artificial intelligence; Psychology; Social psychology","score_opus":0.10658686298691118,"score_gpt":0.361203346802696,"score_spread":0.25461648381578483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339364410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93527544,0.0015643766,0.00011388104,0.062480107,0.00013407102,0.00039133776,0.0000016232789,0.0000019600411,0.000037227957],"genre_scores_gemma":[0.9958214,0.00077609054,0.0001235577,0.0031061727,0.00007022452,0.000010896053,1.3459662e-7,0.000004095356,0.00008739452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992082,0.000047410267,0.000403109,0.000056767283,0.00017486096,0.00010963425],"domain_scores_gemma":[0.99885964,0.00014889937,0.00069810566,0.00013420595,0.00012863879,0.000030514373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003713116,0.000078838835,0.00031617048,0.000037547947,0.0001939027,0.0000021751757,0.0001971913,0.000060271177,0.0000021558099],"category_scores_gemma":[0.000044386285,0.000026120406,0.00004922772,0.00014661966,0.0005341918,0.000020300677,0.0000620841,0.00055771624,5.4370773e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018666565,0.0009315111,0.4111173,0.0016651002,0.0026789503,7.6272744e-7,0.13439365,0.003209072,0.011844829,0.06387262,0.13962156,0.22879802],"study_design_scores_gemma":[0.0013076802,0.0005851838,0.9745436,0.000331069,0.00017010447,0.000051586514,0.018655598,0.00027240167,0.0017788567,0.0017130286,0.0005218636,0.0000690634],"about_ca_topic_score_codex":0.000016901748,"about_ca_topic_score_gemma":0.000011190151,"teacher_disagreement_score":0.56342626,"about_ca_system_score_codex":0.000017183973,"about_ca_system_score_gemma":0.00007195803,"threshold_uncertainty_score":0.24230306},"labels":[],"label_agreement":null},{"id":"W2369680927","doi":"","title":"Research Progresses in Neuroimaging Paradigm and Neural Mechanism of Psychological Stress","year":2011,"lang":"en","type":"article","venue":"Yingyong xinlixue","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Neuroimaging; Mechanism (biology); Stress (linguistics); Psychological science; Psychological research; Trier social stress test; Cognitive psychology; Test (biology); Cognitive science; Social psychology; Neuroscience; Fight-or-flight response; Epistemology","score_opus":0.2368624650971211,"score_gpt":0.46495892642409486,"score_spread":0.22809646132697375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369680927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953056,0.000357804,0.000014881597,0.0010748635,0.00013413685,0.00025381174,0.0000018664047,0.000055253186,0.0028017936],"genre_scores_gemma":[0.9988936,0.00012431991,0.0006462553,0.00017932658,0.00003494954,0.000021587304,0.0000026724722,0.000008860912,0.00008841038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908876,0.0000751879,0.00020829606,0.0002345698,0.00013247029,0.0002606886],"domain_scores_gemma":[0.99954367,0.000061508494,0.000046753685,0.0002183111,0.000047865375,0.0000818675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034441333,0.00007718888,0.00018681936,0.00030816963,0.000081456834,0.0000069571993,0.00009766237,0.000113122594,0.000137714],"category_scores_gemma":[0.00007972421,0.00006375013,0.000020195193,0.00020226312,0.00031378624,0.000051741372,0.00004422227,0.0005550856,0.0000042017737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016874415,0.0009940615,0.7826928,0.00025506635,0.000009394193,0.00008162929,0.004446893,1.2068392e-7,0.00054206187,0.19989435,0.00020187676,0.010713024],"study_design_scores_gemma":[0.0005782841,0.00050396344,0.97965693,0.00013835166,0.000007645308,0.00006821897,0.0011726115,0.00007234915,0.001322571,0.016268708,0.00013773242,0.00007263267],"about_ca_topic_score_codex":0.000067774155,"about_ca_topic_score_gemma":0.000025048508,"teacher_disagreement_score":0.19696414,"about_ca_system_score_codex":0.000015379423,"about_ca_system_score_gemma":0.000035402256,"threshold_uncertainty_score":0.25996548},"labels":[],"label_agreement":null},{"id":"W2476721919","doi":"10.1142/9789812810687_0024","title":"PSYCHOPHYSIOLOGICAL ANALYSIS OF THE NONLINEAR DYNAMICS AND COMPLEXITY RELATED TO ATTENTIONAL CONFLICTS AND AFFECTIVE STATES","year":2001,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais","funders":"","keywords":"Psychology; Cognitive psychology; Dynamics (music); Nonlinear system; Physics","score_opus":0.04759837783905583,"score_gpt":0.32702862907131747,"score_spread":0.2794302512322616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476721919","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62955093,0.00015580714,0.000019713712,0.0019446749,0.0007001202,0.0007836478,0.00032455692,0.00006503771,0.36645553],"genre_scores_gemma":[0.21686018,0.000009242329,0.00019243514,0.00038955233,0.000019703379,0.0000051076554,0.00025645387,0.000010235499,0.7822571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99885464,0.000024186205,0.0003057379,0.00045235877,0.00021259853,0.00015050666],"domain_scores_gemma":[0.9990743,0.00007612323,0.00018997325,0.0003751828,0.00015793907,0.00012650507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531418,0.00016788796,0.000477578,0.0006488795,0.00033272422,0.000023146255,0.00010472814,0.00018084464,0.00044834687],"category_scores_gemma":[0.00001270692,0.00011689035,0.00014076289,0.00016172053,0.0018383474,0.0000089151235,0.00009018032,0.00044851488,0.000007225575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015583202,0.00014229893,0.010698911,0.000120658064,0.0012490205,0.000004594315,0.0016388977,0.00000377685,0.0002181666,0.9766778,0.004280777,0.004809318],"study_design_scores_gemma":[0.0014525156,0.0004292934,0.5079728,0.0007306974,0.0033336051,0.000032330634,0.0003530389,0.002349242,0.00006837044,0.14387347,0.33873084,0.0006738489],"about_ca_topic_score_codex":0.00000774147,"about_ca_topic_score_gemma":0.0023752074,"teacher_disagreement_score":0.83280426,"about_ca_system_score_codex":0.00006309757,"about_ca_system_score_gemma":0.0000664429,"threshold_uncertainty_score":0.67734677},"labels":[],"label_agreement":null},{"id":"W2549148153","doi":"10.14529/psy160301","title":"Screening Scales in Neuropsychological Rehabilitation: Opportunities, Requirements and Limitations","year":2016,"lang":"en","type":"article","venue":"Bulletin of the South Ural State University series Psychology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; Neurocognitive; Neuropsychological assessment; Rehabilitation; Psychology; Cognition; Construct (python library); Scope (computer science); Neuropsychological test; Cognitive psychology; Applied psychology; Computer science; Psychiatry","score_opus":0.09287420300645423,"score_gpt":0.3017253124923652,"score_spread":0.208851109485911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549148153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8568909,0.000031041523,0.00008237576,0.13877888,0.0001433456,0.0001651667,0.000018362123,0.000032972846,0.0038569225],"genre_scores_gemma":[0.992363,0.00038919636,0.0013986505,0.001284654,0.0000113294645,8.793235e-7,0.0000027924787,0.0000047259578,0.004544793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993009,0.00013364952,0.00016916847,0.00018334047,0.00006708177,0.0001458348],"domain_scores_gemma":[0.99944973,0.00013870746,0.00010233836,0.00020155207,0.00005115165,0.00005654462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013993589,0.00007549362,0.00014917873,0.000118215576,0.00012619866,0.000002140057,0.0001181601,0.00008250538,0.00019341634],"category_scores_gemma":[0.00016591465,0.000050318184,0.00004140674,0.00008589536,0.00091585994,0.000029460432,0.00005805475,0.00013325165,0.000006640484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049606296,0.00058286206,0.8120698,0.00011036463,0.00009222213,0.00005284508,0.008373809,0.0000012020314,0.00069286785,0.06094889,0.036199987,0.075914524],"study_design_scores_gemma":[0.0011539448,0.00040476245,0.8456622,0.00005576364,0.00001075831,0.000021496735,0.0035001747,1.3644376e-7,0.000006718833,0.0013237677,0.1478056,0.00005470319],"about_ca_topic_score_codex":0.000012977948,"about_ca_topic_score_gemma":0.000052787997,"teacher_disagreement_score":0.13749422,"about_ca_system_score_codex":0.000024263993,"about_ca_system_score_gemma":0.000018935512,"threshold_uncertainty_score":0.3374524},"labels":[],"label_agreement":null},{"id":"W2564604412","doi":"10.1016/j.heliyon.2016.e00145","title":"Corrigendum to “Threatening faces induce fear circuitry hypersynchrony in soldiers with post-traumatic stress disorder”","year":2016,"lang":"en","type":"erratum","venue":"Heliyon","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Traumatic stress; Psychology; Psychoanalysis; Stress (linguistics); Psychotherapist; Clinical psychology; Psychiatry; Philosophy","score_opus":0.029983855078194017,"score_gpt":0.30147280582577146,"score_spread":0.27148895074757745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564604412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89362967,0.027055556,0.00015810595,0.012389885,0.031144096,0.0027367158,0.0003042276,0.00064811984,0.03193362],"genre_scores_gemma":[0.51595527,0.018904041,0.0005009061,0.0055076405,0.0022768944,0.000387397,0.0010949501,0.00031660698,0.4550563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978703,0.000051181734,0.0004406132,0.00062489934,0.0003510505,0.00066193193],"domain_scores_gemma":[0.9987084,0.0000309111,0.00021424198,0.00061325514,0.00014465203,0.000288519],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014472341,0.00043360164,0.0007764508,0.00077544694,0.00020756068,0.000028367464,0.00026687776,0.00096440763,0.0007436499],"category_scores_gemma":[0.000096227974,0.00031673175,0.00008037571,0.00027239136,0.00018271357,0.00007947642,0.000052339383,0.0016179548,0.00027970926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006893996,0.0019969,0.23553994,0.015619767,0.000501523,0.0003195561,0.039153095,0.0000027736473,0.00042362,0.0012650973,0.61993146,0.08455688],"study_design_scores_gemma":[0.0028956118,0.0030916443,0.2808379,0.032094486,0.0002778906,0.00014462291,0.03272922,0.0000032865337,0.00020126083,0.00008803847,0.64623916,0.001396899],"about_ca_topic_score_codex":0.00025650393,"about_ca_topic_score_gemma":0.0046828347,"teacher_disagreement_score":0.4231227,"about_ca_system_score_codex":0.00039552015,"about_ca_system_score_gemma":0.0010236503,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W2568909918","doi":"10.2514/6.2017-1096","title":"A Method for the Integration of Real-time Probabilistic Approaches for Astronaut Wellness in Human in the Loop Related Missions and Situations with Big Data Analytics","year":2017,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs; University of Ontario Institute of Technology","keywords":"Big data; Human-in-the-loop; Probabilistic logic; Analytics; Computer science; Loop (graph theory); Data analysis; Real-time computing; Human–computer interaction; Data science; Artificial intelligence; Data mining; Mathematics","score_opus":0.2701761261574544,"score_gpt":0.42328414405010467,"score_spread":0.15310801789265027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2568909918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69031787,0.000103146434,0.21542095,0.0812111,0.000113161914,0.0075116856,0.00012728431,0.00006434867,0.0051304307],"genre_scores_gemma":[0.9796923,0.000015238255,0.018585712,0.000049182738,0.000023920875,0.00013423937,0.00018786557,0.000006283988,0.0013052647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99942434,0.000041030202,0.00021904467,0.00016376765,0.000057336318,0.00009451127],"domain_scores_gemma":[0.9986175,0.0005036444,0.000136191,0.0006775577,0.00004472575,0.000020390207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010245275,0.00006567014,0.00015914785,0.00009372275,0.0003671267,0.000017744394,0.00023647945,0.000079546495,0.0000129055625],"category_scores_gemma":[0.00043379562,0.000031465846,0.000015257007,0.00007195787,0.00020238572,0.000047345995,0.000023041994,0.00015204318,1.7003627e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052616454,0.0017437966,0.026030647,0.0005206604,0.000166738,7.303097e-7,0.019133972,0.000112737034,0.0009982846,0.7690117,0.0037592514,0.17799534],"study_design_scores_gemma":[0.00634537,0.0012389115,0.6566674,0.00051831425,0.0008062614,0.00002193957,0.039283726,0.21519944,0.00043835078,0.07677656,0.0024272313,0.00027649663],"about_ca_topic_score_codex":0.00020196117,"about_ca_topic_score_gemma":0.0029548034,"teacher_disagreement_score":0.6922351,"about_ca_system_score_codex":0.000018746017,"about_ca_system_score_gemma":0.00014796459,"threshold_uncertainty_score":0.2823679},"labels":[],"label_agreement":null},{"id":"W2587346429","doi":"10.17485/ijst/2016/v9i48/109085","title":"Emotion Recognition in Different Cultures","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Science and Technology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Emotional intelligence; Cultural intelligence; Collectivism; Emotion classification; Emotional expression; Facial expression; Cognition; Cognitive psychology; Set (abstract data type); Test (biology); Facial recognition system; Perception; Scale (ratio); Ethnic group; Cross-cultural; Face (sociological concept); Social psychology; Individualism; Computer science; Pattern recognition (psychology); Communication; Sociology","score_opus":0.02133901205679563,"score_gpt":0.32103341255827855,"score_spread":0.29969440050148294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587346429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96641076,0.00011335239,0.000022945544,0.033084355,0.00016556395,0.00004746373,5.5732124e-7,0.000014621507,0.0001403759],"genre_scores_gemma":[0.9992015,0.0003411674,0.0001893381,0.00017846425,0.000043812168,0.0000010719566,1.267637e-7,0.0000015671122,0.00004295835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99948764,0.000005971514,0.0001768409,0.00008407954,0.00011518612,0.00013027934],"domain_scores_gemma":[0.9995562,0.000012827436,0.00010674862,0.00006494934,0.0001975951,0.00006168411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978875,0.000042929885,0.000120331366,0.0011889909,0.00008128931,0.0000052959663,0.00008619647,0.00010875406,0.000044988094],"category_scores_gemma":[0.0002877227,0.00002239897,0.000011557278,0.00039417832,0.0011009619,0.00012285974,0.000013474437,0.00018554322,0.0000050893104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036636633,0.00017137319,0.25028566,0.000018510274,0.000006221966,0.000063595275,0.0010979997,4.262863e-9,0.038123608,0.0048422394,0.0004726565,0.7048815],"study_design_scores_gemma":[0.0026058618,0.0018470578,0.785955,0.0008760655,0.000021067948,0.003794952,0.0062399567,7.753744e-7,0.07765986,0.11597384,0.004879424,0.00014610568],"about_ca_topic_score_codex":7.7097087e-7,"about_ca_topic_score_gemma":0.000005659927,"teacher_disagreement_score":0.7047354,"about_ca_system_score_codex":0.00008110258,"about_ca_system_score_gemma":0.00018193366,"threshold_uncertainty_score":0.405654},"labels":[],"label_agreement":null},{"id":"W2588098951","doi":"10.1093/aje/163.suppl_11.s2-d","title":"Application of Hierarchical Model in Identification of Factors Associated with Time Delays in Treating Acute Myocardial Anfarction with St-Elevation","year":2006,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Elevation (ballistics); Identification (biology); ST elevation; Medicine; Internal medicine; Cardiology; Electrocardiography; Engineering; Biology","score_opus":0.02372573906706892,"score_gpt":0.3315396758922837,"score_spread":0.3078139368252148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588098951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96524763,0.00002807726,0.03342386,0.0010490606,0.000017191329,0.00016128649,0.0000098289875,0.000008315846,0.000054750675],"genre_scores_gemma":[0.9970478,0.000032008968,0.0026795394,0.00009297639,0.000029099898,0.0000073383067,0.000090868074,0.0000090371095,0.000011360545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982138,0.00028278984,0.0010788613,0.00014430106,0.000113808135,0.00016639057],"domain_scores_gemma":[0.9972318,0.0005415385,0.0018472116,0.00012986649,0.00020739216,0.000042201213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012776466,0.00009517272,0.0007047007,0.0005241283,0.000025726014,8.743576e-7,0.000067690715,0.00010893345,0.0000057546104],"category_scores_gemma":[0.00042433824,0.00007076709,0.000053202097,0.000434037,0.00040929372,0.00007014841,0.000005245187,0.00036002626,2.658233e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005677256,0.00031652887,0.98314005,0.000010857145,0.00007944825,9.574685e-7,0.0003990742,0.004643807,0.0038098788,0.0020099808,0.00003097535,0.0049907025],"study_design_scores_gemma":[0.0010024838,0.0012861369,0.984243,0.000083105355,0.000092799266,0.000018793966,0.0003073491,0.009979386,0.0003075424,0.0026110343,0.000007842853,0.00006057813],"about_ca_topic_score_codex":0.00030578638,"about_ca_topic_score_gemma":0.0001390924,"teacher_disagreement_score":0.03180014,"about_ca_system_score_codex":0.00018093435,"about_ca_system_score_gemma":0.00020359806,"threshold_uncertainty_score":0.28857982},"labels":[],"label_agreement":null},{"id":"W2725668405","doi":"","title":"Brain Coordination Dynamics in Altered States of Consciousness in Children","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Consciousness; Dynamics (music); Altered state; Psychology; Neuroscience; Cognitive science; Pedagogy","score_opus":0.007752816102480525,"score_gpt":0.2823571777754864,"score_spread":0.2746043616730059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725668405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883535,0.0002393473,0.000028095532,0.0013901362,0.0001500379,0.00032604628,0.000022266153,0.000022369633,0.009468233],"genre_scores_gemma":[0.9915373,0.00028591888,0.00016679807,0.000029743785,0.000012944019,4.0738203e-7,0.00133941,0.000009026644,0.006618497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993902,0.000043778786,0.00015584967,0.00017627979,0.00010843206,0.00012546708],"domain_scores_gemma":[0.99935013,0.00004311024,0.0002849967,0.00018220022,0.00009926318,0.000040277613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015699423,0.00010891594,0.00042465123,0.00023171796,0.00003676622,0.0000014151692,0.00012610946,0.00032837805,0.0017607533],"category_scores_gemma":[0.000032826734,0.00014079863,0.000053254767,0.00007100097,0.00009460121,0.000071383256,0.000012895865,0.0002311949,0.0000024817123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00105651,0.00088466244,0.8698292,0.0013419129,0.00014267626,0.000004468579,0.047402374,0.000008252387,0.00016674539,0.017438984,0.0022171529,0.059507057],"study_design_scores_gemma":[0.0013703001,0.00015046324,0.96040916,0.00028614272,0.000037131795,0.0000011556515,0.037107,0.00025473358,0.000024611416,0.00017878288,0.00008261667,0.00009790971],"about_ca_topic_score_codex":0.093899466,"about_ca_topic_score_gemma":0.60158116,"teacher_disagreement_score":0.50768167,"about_ca_system_score_codex":0.00055397436,"about_ca_system_score_gemma":0.0002090574,"threshold_uncertainty_score":0.99915177},"labels":[],"label_agreement":null},{"id":"W2752801413","doi":"10.1167/17.10.692","title":"Individual differences in neural representations of accumulating affective information","year":2017,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Stimulus (psychology); Conditioning; Cognitive psychology; Classical conditioning; Dissociation (chemistry); Ventromedial prefrontal cortex; Prefrontal cortex; Neuroscience; Cognition; Mathematics","score_opus":0.07166247498191114,"score_gpt":0.4390223418140053,"score_spread":0.36735986683209415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752801413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975191,0.000037717222,0.000059179412,0.001437417,0.00022347055,0.000066745146,0.0000012913575,0.0000032093028,0.00065190485],"genre_scores_gemma":[0.9993967,0.000030434052,0.00045082718,0.00005729,0.00004910601,4.6685574e-7,0.0000018630897,0.0000012244736,0.000012099864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994528,0.000020319605,0.00030843657,0.000028116763,0.00013843435,0.000051853476],"domain_scores_gemma":[0.99905354,0.000061656916,0.00063118676,0.000108317654,0.0001154823,0.000029838218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025879126,0.000033253284,0.00014529086,0.00023277462,0.00011049227,0.000018875106,0.00008871428,0.0000544444,0.000035885605],"category_scores_gemma":[0.0005069618,0.000024314295,0.000035918,0.000033325246,0.000057845824,0.00045267184,0.000021271593,0.00022015622,0.0000011352658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085215754,0.000111197616,0.9429224,0.000032587217,0.000012564819,0.0000017756098,0.0037142946,0.000004533833,0.00022212413,0.0005256928,0.00025130328,0.052116286],"study_design_scores_gemma":[0.0007006016,0.0003569901,0.9965747,0.00015519734,0.000013981559,0.000017422717,0.0012132367,0.00017781447,0.00017266348,0.00055225205,0.000046445784,0.000018678626],"about_ca_topic_score_codex":0.000021078442,"about_ca_topic_score_gemma":0.00001202479,"teacher_disagreement_score":0.05365229,"about_ca_system_score_codex":0.000020152895,"about_ca_system_score_gemma":0.00006440971,"threshold_uncertainty_score":0.099150814},"labels":[],"label_agreement":null},{"id":"W2772147196","doi":"","title":"The Spatio-temporal Mechanism of ‘Theory of Mind’ in Very Preterm Born and Term Born School Age Children","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Mechanism (biology); Term (time); Developmental psychology; Psychology; Physics; Epistemology; Philosophy; Astronomy","score_opus":0.01487286659591654,"score_gpt":0.2840054275361784,"score_spread":0.2691325609402619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772147196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875116,0.001493654,0.000007212112,0.00017702726,0.00017339321,0.00040823844,0.000029719808,0.000014067834,0.010185111],"genre_scores_gemma":[0.9905142,0.0008532776,0.00028470127,0.000009417799,0.00002247455,5.556154e-7,0.0003195266,0.000010318449,0.007985489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927086,0.000060922823,0.00017553709,0.00018381036,0.00017466993,0.00013417365],"domain_scores_gemma":[0.9990134,0.000042087853,0.00042103065,0.00030604997,0.0001275582,0.00008985252],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029804002,0.00013380745,0.00042028574,0.00011386041,0.00008958928,0.0000028742654,0.0001884487,0.00035082764,0.0011391292],"category_scores_gemma":[0.000049964132,0.00013216969,0.00007357169,0.00004026577,0.00020480338,0.00009374465,0.000033427998,0.00025994502,0.0000017757683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011829465,0.0015714328,0.43989503,0.003384599,0.0012430514,0.000044804594,0.24261218,4.5769525e-7,0.001512048,0.04555799,0.0054956605,0.24685329],"study_design_scores_gemma":[0.0010288873,0.00033946946,0.964892,0.00032465273,0.0001482362,0.0000023410078,0.0315145,0.0000020274767,0.0002100356,0.0012663759,0.00016881556,0.000102650534],"about_ca_topic_score_codex":0.013458519,"about_ca_topic_score_gemma":0.08104029,"teacher_disagreement_score":0.524997,"about_ca_system_score_codex":0.00016327982,"about_ca_system_score_gemma":0.00043675207,"threshold_uncertainty_score":0.999774},"labels":[],"label_agreement":null},{"id":"W2772536414","doi":"10.1130/abs/2017am-307279","title":"ADAPTING AND EXTENDING THE ON THE CUTTING EDGE MODEL OF PROFESSIONAL DEVELOPMENT TO BRING WORKSHOPS TO TWO-YEAR COLLEGE FACULTY","year":2017,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Computer science; Development (topology); Engineering management; Professional development; Mathematics education; Engineering; Sociology; Psychology; Pedagogy; Artificial intelligence; Mathematics","score_opus":0.09098250276057167,"score_gpt":0.3632721043221126,"score_spread":0.2722896015615409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772536414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776425,0.000017277713,0.00022239666,0.019641502,0.000044395318,0.000750354,0.00000309239,0.000038017082,0.0016404825],"genre_scores_gemma":[0.9379421,0.000010384047,0.05961565,0.0018979281,0.00003836152,0.00004827302,0.000004669346,0.000007367898,0.00043525934],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989191,0.000020154568,0.00028952144,0.00023594758,0.00024038368,0.00029488202],"domain_scores_gemma":[0.999009,0.00015860709,0.0003271779,0.00027335447,0.00010817879,0.00012365537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050191476,0.00013136938,0.00026061514,0.000016909144,0.00086190685,0.000018169045,0.00023362601,0.000097968965,0.000026521224],"category_scores_gemma":[0.00019013556,0.00006322676,0.00005686081,0.00008683896,0.0005943758,0.00003337729,0.00016510494,0.00045515725,0.0000065749055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009849825,0.0027361822,0.28446692,0.0003966923,0.00048603906,0.000007017976,0.046730988,0.0015942116,0.00097106176,0.0128882155,0.0076363655,0.64110136],"study_design_scores_gemma":[0.0007815139,0.0010669025,0.947866,0.00096658623,0.00004488044,0.000012314196,0.036069997,0.00073411793,0.00085853785,0.0002991008,0.01106511,0.00023493121],"about_ca_topic_score_codex":0.000042109976,"about_ca_topic_score_gemma":0.0000056322324,"teacher_disagreement_score":0.6633991,"about_ca_system_score_codex":0.000034023567,"about_ca_system_score_gemma":0.00013456597,"threshold_uncertainty_score":0.6629178},"labels":[],"label_agreement":null},{"id":"W2790062980","doi":"10.21037/aes.2018.ab061","title":"AB061. Changes in eye movement strategies during a discrimination task in the presence of artificial central scotomas","year":2018,"lang":"en","type":"article","venue":"Annals of Eye Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Task (project management); Eye movement; Movement (music); Blind spot; Optometry; Computer science; Medicine; Artificial intelligence; Engineering; Art","score_opus":0.08086682942127484,"score_gpt":0.4159577916875639,"score_spread":0.3350909622662891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790062980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113435,0.00006224834,0.000009305448,0.0076338835,0.000115578674,0.000207858,0.0000021399655,0.000007147406,0.0008274962],"genre_scores_gemma":[0.9994164,0.000082976956,0.00006407212,0.00033572677,0.000048878115,0.000009150955,9.1482315e-7,0.0000015239724,0.000040351555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991585,0.000020633513,0.00019528155,0.00014555395,0.0002496711,0.00023038774],"domain_scores_gemma":[0.99956214,0.000018077413,0.0000944331,0.00018067315,0.00011475604,0.000029888193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006371245,0.000049834485,0.00010568916,0.000275282,0.00008424829,0.0000112584,0.00020819063,0.000033780492,0.000037851463],"category_scores_gemma":[0.0001221576,0.00003531982,0.000014368798,0.00045763105,0.0010001113,0.00014774303,0.000027244376,0.00009727138,0.0000014301389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024275998,0.001526526,0.406051,0.00045672688,0.000007851775,0.0000064138867,0.11149832,0.000012070922,0.2954352,0.17446694,0.000226182,0.010070011],"study_design_scores_gemma":[0.00009302373,0.00021979981,0.8820309,0.00013211425,0.000001758642,2.824816e-7,0.007895227,0.000055136883,0.10514107,0.0043592392,0.000040878538,0.000030566516],"about_ca_topic_score_codex":0.00017678099,"about_ca_topic_score_gemma":0.0016807381,"teacher_disagreement_score":0.4759799,"about_ca_system_score_codex":0.000016332358,"about_ca_system_score_gemma":0.00022270683,"threshold_uncertainty_score":0.3684952},"labels":[],"label_agreement":null},{"id":"W2810476599","doi":"10.1007/s12207-018-9324-z","title":"Cognitive Impact of Fatigue in Forensic Neuropsychology Context","year":2018,"lang":"en","type":"article","venue":"Psychological Injury and Law","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neuropsychology; Context (archaeology); Psychology; PsycINFO; Cognition; Clinical psychology; Legal psychology; Neuropsychological assessment; Causality (physics); Attribution; Psychiatry; MEDLINE; Cognitive psychology; Developmental psychology; Social psychology","score_opus":0.09752241556610425,"score_gpt":0.4754566204990957,"score_spread":0.37793420493299146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810476599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97259915,0.00011013645,0.000039047507,0.00076309853,0.00018763446,0.00018152184,0.000011939628,0.00003405973,0.026073432],"genre_scores_gemma":[0.9950035,0.00006549041,0.00007345311,0.004668345,0.00008037777,0.000008305156,0.000007902044,0.0000050171534,0.00008756259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992665,0.00005481549,0.00022571656,0.00023046575,0.00004412096,0.00017837132],"domain_scores_gemma":[0.99957234,0.00007078775,0.00006364092,0.0001381066,0.000068961424,0.000086165914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012418468,0.000094708026,0.00025749372,0.000091810965,0.000055482804,0.0000030329295,0.00004703598,0.00019807082,0.0010031927],"category_scores_gemma":[0.0000651093,0.00006548034,0.00005302156,0.00012578302,0.001247614,0.000028427809,0.000014582576,0.00029421973,0.000023656228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005617781,0.0028457337,0.50440687,0.000050721053,0.00009291669,0.000032114396,0.0021585952,1.9697078e-8,0.0021927687,0.29698196,0.0066788774,0.17894167],"study_design_scores_gemma":[0.0012645108,0.0060106656,0.9819987,0.00005077446,0.00001443826,0.00005517031,0.00020126929,0.0000019651875,0.00027543324,0.008945676,0.0011069005,0.00007450186],"about_ca_topic_score_codex":0.000043715874,"about_ca_topic_score_gemma":0.000043398635,"teacher_disagreement_score":0.47759184,"about_ca_system_score_codex":0.000010587758,"about_ca_system_score_gemma":0.00001326484,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W2893505613","doi":"10.1167/18.10.230","title":"Perception of gaze direction using 3D virtual reality displays. Effect of Sclera and Head Orientation.","year":2018,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Gaze; Orientation (vector space); Psychology; Sclera; Illusion; Perception; Computer vision; Artificial intelligence; Audiology; Computer science; Mathematics; Cognitive psychology; Geometry; Medicine; Ophthalmology; Neuroscience","score_opus":0.030936242436220226,"score_gpt":0.41236667153360324,"score_spread":0.381430429097383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893505613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792427,0.00008230034,0.0010937786,0.00025324957,0.0004388008,0.000079558755,0.0000015579873,0.0000057844863,0.00012067277],"genre_scores_gemma":[0.9987925,0.00016534598,0.0007508317,0.00003807145,0.00021714505,2.0415827e-7,0.000002139187,0.0000040338928,0.000029670839],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99931055,0.000067860106,0.00034504276,0.000065692344,0.00015290399,0.0000579358],"domain_scores_gemma":[0.999235,0.00005408282,0.0003579928,0.00007942745,0.0002227117,0.0000508302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605695,0.00005253267,0.0002225836,0.00018047164,0.00007630152,0.0000031500213,0.00002407495,0.00008630879,0.00010068787],"category_scores_gemma":[0.000111386864,0.00003777483,0.000044125587,0.00009068005,0.00015609528,0.000103503735,0.000008713815,0.00014564018,9.619094e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037909606,0.0007119285,0.31900975,0.00053932995,0.00008530015,0.0000026034488,0.0062002433,0.000009873035,0.4004163,0.00056483364,0.0018150274,0.2668538],"study_design_scores_gemma":[0.0012763306,0.0061537647,0.9853973,0.0005621983,0.00009428259,0.00008611852,0.00049135997,0.00029054197,0.0050821905,0.00008583906,0.00044353935,0.000036583337],"about_ca_topic_score_codex":0.000034505312,"about_ca_topic_score_gemma":0.0000045344204,"teacher_disagreement_score":0.6663875,"about_ca_system_score_codex":0.000059336977,"about_ca_system_score_gemma":0.00005607197,"threshold_uncertainty_score":0.15404129},"labels":[],"label_agreement":null},{"id":"W2973500132","doi":"10.1016/j.ibror.2019.07.1319","title":"Positive impact of enriching the environment during development on the mouse visual system","year":2019,"lang":"en","type":"article","venue":"IBRO Reports","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","score_opus":0.01081814984895368,"score_gpt":0.2887125366326415,"score_spread":0.27789438678368783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973500132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963223,0.000046662743,0.0000065943773,0.00043205265,0.00011928827,0.00041245896,7.167576e-7,0.000037381727,0.0026225767],"genre_scores_gemma":[0.9983259,0.0000055685045,0.000028768165,0.00012035592,0.000030471621,0.000013983996,0.0000057720663,0.0000084678495,0.001460738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992681,0.000028135286,0.00026607965,0.00013955706,0.00016837605,0.0001297464],"domain_scores_gemma":[0.9993671,0.000052203624,0.00020519634,0.0003171889,0.000020319581,0.000037978243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002647048,0.00008321249,0.00014432866,0.00004943775,0.00016144544,0.0000054075426,0.000043814438,0.000057150715,0.00020804895],"category_scores_gemma":[0.000024165325,0.0000400703,0.00006225416,0.000033747318,0.000044256783,0.000015379677,0.000026620819,0.00019975172,0.00003939918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002130139,0.0007646804,0.9421253,0.0003649197,0.00050448196,0.0001344761,0.016879616,0.00008056679,0.03053366,0.005588261,0.0007911163,0.0020199104],"study_design_scores_gemma":[0.00015928045,0.0001978764,0.96784323,0.00013849515,0.000018629862,0.00022191307,0.0018508503,0.0000062709746,0.029044244,0.000025883253,0.00042831077,0.000064999615],"about_ca_topic_score_codex":0.000025160023,"about_ca_topic_score_gemma":9.660068e-7,"teacher_disagreement_score":0.02571795,"about_ca_system_score_codex":0.00025408907,"about_ca_system_score_gemma":0.00013876156,"threshold_uncertainty_score":0.22779901},"labels":[],"label_agreement":null},{"id":"W299138675","doi":"10.1007/978-3-319-01285-8_5","title":"Determining the ‘Fault Zone’ of Fall Events in Long Term Care","year":2013,"lang":"en","type":"book-chapter","venue":"Intelligent systems reference library","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Term (time); Fault (geology); Environmental science; Computer science; Geology; Reliability engineering; Seismology; Engineering; Physics; Astronomy","score_opus":0.052455350839339276,"score_gpt":0.3089657754094516,"score_spread":0.2565104245701123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W299138675","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26001278,0.0148299,0.00007601517,0.00063286413,0.002693983,0.004037416,0.00012093276,0.00033597872,0.7172601],"genre_scores_gemma":[0.7262571,0.0016209749,0.00002362792,0.00017601607,0.00017244749,0.000052663145,0.0003087433,0.00005005752,0.27133834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982152,0.000040640552,0.00086430716,0.00035775104,0.0002668272,0.00025527866],"domain_scores_gemma":[0.9985689,0.00009102355,0.00046375184,0.00066780805,0.00009984195,0.00010870368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007341248,0.0003207901,0.0006660413,0.0003905744,0.00006933706,0.000017271368,0.0004162916,0.00071618054,0.0010615058],"category_scores_gemma":[0.000013531754,0.00021803366,0.000121785255,0.000044565746,0.00014949945,0.00014050056,0.0001109005,0.0009965722,0.00034415576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011103526,0.00024267544,0.76086646,0.006809118,0.00025533483,0.000037989375,0.0066496446,0.00000230396,0.000008040638,0.1372929,0.00664516,0.08107934],"study_design_scores_gemma":[0.0012109185,0.0010404077,0.5672172,0.027750676,0.00026725448,0.000099374185,0.0038012515,0.00001916825,0.0004338495,0.0029316093,0.39402804,0.0012003008],"about_ca_topic_score_codex":0.000063635984,"about_ca_topic_score_gemma":0.000040085582,"teacher_disagreement_score":0.46624434,"about_ca_system_score_codex":0.00009417722,"about_ca_system_score_gemma":0.0003217246,"threshold_uncertainty_score":0.99985164},"labels":[],"label_agreement":null},{"id":"W2996484765","doi":"10.1016/j.sleep.2019.11.283","title":"Breathing sound and anthropometric features in combination are predictive of the polysomnography parameters","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Polysomnography; Anthropometry; Medicine; Predictive value; Breathing; Sound (geography); Audiology; Internal medicine; Anesthesia; Acoustics; Apnea; Physics","score_opus":0.013860354006057791,"score_gpt":0.2992586955803714,"score_spread":0.2853983415743136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996484765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892305,0.0022743843,0.00003587466,0.0066156085,0.0005085834,0.00039751857,0.0000025386607,0.000024813304,0.000910159],"genre_scores_gemma":[0.9988847,0.00024168681,0.00007447135,0.0006427904,0.000028983617,0.0000039613324,0.00000606093,0.000005965732,0.00011142904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993221,0.000034934088,0.00019335742,0.00014905004,0.00017970511,0.0001208369],"domain_scores_gemma":[0.9994455,0.00010460031,0.0001402153,0.00021137203,0.00005297091,0.000045331708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020855952,0.000080728016,0.00025135168,0.00057833723,0.000050181217,0.0000015314731,0.00006664394,0.00010671191,0.00007101726],"category_scores_gemma":[0.0001661634,0.00004962294,0.000030431846,0.0006437048,0.00040574765,0.00003757394,0.000020831303,0.0003133797,0.0000013040935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060973885,0.00018292727,0.9905353,0.00013373424,0.000031234744,0.0000011418742,0.002574068,9.353494e-7,0.00011257076,0.0018876806,0.00040425328,0.0040751467],"study_design_scores_gemma":[0.001821139,0.00059012166,0.9895241,0.0003008931,0.00004813933,0.000019986617,0.004293139,0.000029733292,0.00022707817,0.0029963863,0.0001076202,0.000041615353],"about_ca_topic_score_codex":0.000101526835,"about_ca_topic_score_gemma":0.000029097857,"teacher_disagreement_score":0.009654131,"about_ca_system_score_codex":0.00003779129,"about_ca_system_score_gemma":0.00002067008,"threshold_uncertainty_score":0.20235647},"labels":[],"label_agreement":null},{"id":"W3010210985","doi":"10.1016/j.neuroimage.2020.116694","title":"Establishing norms for error-related brain activity during the arrow Flanker task among young adults","year":2020,"lang":"en","type":"article","venue":"NeuroImage","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Psychology; Task (project management); Arrow; Cognitive psychology; Brain activity and meditation; Audiology; Neuroscience; Computer science; Electroencephalography; Medicine; Economics","score_opus":0.022397343047904996,"score_gpt":0.28915977968321926,"score_spread":0.2667624366353143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010210985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94270897,0.000033587396,0.00011974408,0.05479198,0.00038587494,0.0006300497,0.000017130265,0.0003053597,0.001007284],"genre_scores_gemma":[0.9932826,0.000012074977,0.0000704887,0.0048080757,0.00023377899,0.000038002036,0.000022124414,0.000028269047,0.001504586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899846,0.00004425345,0.00019703302,0.00033385362,0.00013551037,0.00029091208],"domain_scores_gemma":[0.99920213,0.00016139948,0.00011304484,0.00029685086,0.000049908846,0.00017665805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015999631,0.00013988705,0.00020345044,0.00006242207,0.00040854153,0.0000402872,0.00016632747,0.00013758455,0.00014711574],"category_scores_gemma":[0.0008997678,0.00010192829,0.0000919212,0.00018017887,0.00014843621,0.00018830353,0.00004595667,0.0007171721,0.000026860227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002214836,0.00066835276,0.6981498,0.0018685098,0.00016636812,0.00017220939,0.045636814,0.000019578867,0.12237164,0.0019531362,0.11749899,0.009279746],"study_design_scores_gemma":[0.0018436704,0.00021774073,0.9846857,0.000047896414,0.000039529023,0.000035233974,0.0008185216,0.0006723249,0.0024253437,0.00012305542,0.008943511,0.00014746633],"about_ca_topic_score_codex":0.00005672952,"about_ca_topic_score_gemma":0.000086166925,"teacher_disagreement_score":0.2865359,"about_ca_system_score_codex":0.00004107524,"about_ca_system_score_gemma":0.000080741396,"threshold_uncertainty_score":0.41565153},"labels":[],"label_agreement":null},{"id":"W3032790075","doi":"10.3760/cma.j.issn.1672-7088.2015.08.004","title":"Evaluation effect of auditory event related potential P300 on cognitive function of the community elderly people","year":2015,"lang":"en","type":"article","venue":"˜The œJournal of practical nursing","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audiology; Cognition; Event-related potential; Montreal Cognitive Assessment; Oddball paradigm; Disease; Psychology; Auditory event; Perception; Medicine; Electroencephalography; Cognitive impairment; Internal medicine; Psychiatry; Neuroscience","score_opus":0.053131329871809005,"score_gpt":0.409430368309928,"score_spread":0.356299038438119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032790075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908641,0.0001719413,0.0007802458,0.005181415,0.0019472957,0.0002915679,9.885981e-7,0.0000066813413,0.00075578777],"genre_scores_gemma":[0.9996566,0.000014211172,0.00003081771,0.00009469383,0.00015897982,0.0000012553892,0.0000023451787,0.000006122994,0.000034950044],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969904,0.0018760316,0.0003924979,0.00004578953,0.00060351903,0.00009179224],"domain_scores_gemma":[0.9974631,0.0008929951,0.0006780495,0.00017679248,0.000720393,0.00006865192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005234899,0.00007120562,0.000220597,0.00009456305,0.0001885702,0.0000036187453,0.000078697274,0.00012947885,0.000068418005],"category_scores_gemma":[0.0018722581,0.00003635062,0.000095236726,0.00013783145,0.00027031123,0.00008156101,0.000010513714,0.0012130085,0.0000045645797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.057806205,0.017993527,0.025485799,0.0007738353,0.002556774,0.000013292139,0.068087466,0.00068075414,0.01913877,0.0037622384,0.050632462,0.75306886],"study_design_scores_gemma":[0.013510202,0.037529018,0.87193185,0.0044138534,0.010454286,0.0011359532,0.029880071,0.0016253026,0.008355494,0.020271389,0.0006813856,0.00021120723],"about_ca_topic_score_codex":0.00001528943,"about_ca_topic_score_gemma":0.000009681841,"teacher_disagreement_score":0.84644604,"about_ca_system_score_codex":0.00018135381,"about_ca_system_score_gemma":0.000517432,"threshold_uncertainty_score":0.5269986},"labels":[],"label_agreement":null},{"id":"W3096994708","doi":"10.1167/jov.20.11.886","title":"Contributions of vision, gravity, and the body during misestimations of orientation","year":2020,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Supine position; Illusion; Orientation (vector space); Sitting; Perception; Weighting; Computer vision; Psychology; Vestibular system; Artificial intelligence; Visual perception; Audiology; Mathematics; Computer science; Medicine; Cognitive psychology; Geometry; Surgery; Neuroscience","score_opus":0.01504215011232614,"score_gpt":0.3747310557968365,"score_spread":0.3596889056845104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096994708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723287,0.00036238073,0.0008689882,0.026137812,0.00009856722,0.00011393137,0.0000063643897,0.0000053776425,0.00007785986],"genre_scores_gemma":[0.9989127,0.0002619921,0.0005403317,0.00020085591,0.000060232043,5.1887696e-7,0.0000031552117,0.0000024299673,0.000017776028],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993461,0.00003596034,0.00038580576,0.000044150573,0.00014077869,0.000047251306],"domain_scores_gemma":[0.99905145,0.00009291313,0.00039197525,0.0000687761,0.00033021232,0.00006465397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025811294,0.00003820852,0.00020005963,0.00008610555,0.000099815035,0.0000040991054,0.000044630106,0.000046479465,0.000050262523],"category_scores_gemma":[0.0004410026,0.00002354319,0.000055080312,0.00011268258,0.00016547217,0.00006829876,0.000015330923,0.00017757175,9.2427354e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01017014,0.0034697298,0.19011508,0.0023219683,0.0005954439,0.000026663227,0.038169157,0.000113925365,0.36577976,0.34233323,0.031067308,0.015837604],"study_design_scores_gemma":[0.0052190875,0.001002193,0.97765684,0.00030486064,0.00017325868,0.00007910692,0.0010404324,0.00022739607,0.008201151,0.0049736747,0.0010837545,0.000038226055],"about_ca_topic_score_codex":0.0000041104854,"about_ca_topic_score_gemma":6.787018e-7,"teacher_disagreement_score":0.7875418,"about_ca_system_score_codex":0.000016117745,"about_ca_system_score_gemma":0.00008757749,"threshold_uncertainty_score":0.09600635},"labels":[],"label_agreement":null},{"id":"W3113009379","doi":"10.3390/brainsci10120994","title":"Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults","year":2020,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Workload; Cognition; Index (typography); Psychology; Clinical psychology; Computer science; Psychiatry; World Wide Web","score_opus":0.09978798268376818,"score_gpt":0.36166231955146044,"score_spread":0.26187433686769224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113009379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943141,0.0015177593,0.0000263918,0.002644495,0.00004079689,0.00033656845,0.0000063524626,0.0000111872805,0.0011023802],"genre_scores_gemma":[0.9992381,0.00016343259,0.000022595608,0.000523776,0.000014092078,0.000008646758,5.053155e-7,0.000002490076,0.000026376734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917585,0.000048527807,0.0002102785,0.00020125123,0.0002485922,0.00011549249],"domain_scores_gemma":[0.9992916,0.00026844913,0.00016978366,0.00004683211,0.00016289552,0.00006046158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655895,0.00007019305,0.0002676915,0.0003890733,0.000048296915,0.0000033713297,0.00007859749,0.00007842424,0.000050104583],"category_scores_gemma":[0.0026394743,0.00005186119,0.00002546222,0.0010360852,0.0012795706,0.000078301615,0.000024262781,0.00014693712,0.0000010657915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000916131,0.0006150452,0.867359,0.00035159366,0.0000259025,5.966476e-7,0.031135367,1.4851432e-7,0.001992235,0.00022462782,0.00006983815,0.09730952],"study_design_scores_gemma":[0.0013091647,0.0008132559,0.9520928,0.0018032453,0.000012728347,0.0000023323855,0.020425342,0.000015233682,0.023316137,0.00014705998,0.000007136151,0.000055510165],"about_ca_topic_score_codex":0.000118065356,"about_ca_topic_score_gemma":0.000055869295,"teacher_disagreement_score":0.09725401,"about_ca_system_score_codex":0.0000064049377,"about_ca_system_score_gemma":0.00026104742,"threshold_uncertainty_score":0.47146314},"labels":[],"label_agreement":null},{"id":"W3113032764","doi":"10.32987/2617-8532-2020-4-93-101","title":"SPECIFICS OF ATTAINING THE QUALIFICATION OF A PILOT IN CANADA","year":2020,"lang":"en","type":"article","venue":"Educational Analytics of Ukraine","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"License; Aviation; Civil aviation; Normative; Legislature; Engineering; Engineering management; Work (physics); Aeronautics; Operations research; Transport engineering; Computer science; Political science; Mechanical engineering; Law","score_opus":0.10461462012868236,"score_gpt":0.3306020434722614,"score_spread":0.22598742334357905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113032764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153237,0.00028962496,0.00004793764,0.08266255,0.000092657305,0.00012833644,0.00002208462,0.0000030968088,0.0014300393],"genre_scores_gemma":[0.99846715,0.00007454116,0.00050785096,0.0006859066,0.00009249715,0.0000031030856,0.00004184569,0.0000041561893,0.00012296015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992026,0.000019594592,0.0004359836,0.00008723024,0.00018193336,0.000072646304],"domain_scores_gemma":[0.9991345,0.00020381447,0.0002530405,0.00015649863,0.00020342442,0.000048729253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016996318,0.000051855874,0.00019869275,0.0000818096,0.000021323605,7.6146983e-7,0.00010887026,0.00002328526,0.00039831008],"category_scores_gemma":[0.00036585671,0.000040891977,0.00002765241,0.00030543783,0.00011200853,0.000013802291,0.0000112841635,0.0001326844,0.0000014320257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026989076,0.0010301893,0.63455486,0.0006726935,0.00013318165,5.89716e-7,0.011264011,0.00028239968,0.0025572586,0.32759818,0.020032983,0.0016037442],"study_design_scores_gemma":[0.00057009625,0.00028514542,0.9808448,0.00009566708,0.00005306566,0.000002617312,0.007401284,0.0006425761,0.0018783315,0.0018962628,0.0062542423,0.00007592263],"about_ca_topic_score_codex":0.05236542,"about_ca_topic_score_gemma":0.057379905,"teacher_disagreement_score":0.3462899,"about_ca_system_score_codex":0.000091061665,"about_ca_system_score_gemma":0.0030064944,"threshold_uncertainty_score":0.95982045},"labels":[],"label_agreement":null},{"id":"W3116080927","doi":"10.22141/2224-0713.8.78.2015.78189","title":"Порівняльна характеристика скринінгових шкал для виявлення когнітивних порушень","year":2020,"lang":"uk","type":"article","venue":"INTERNATIONAL NEUROLOGICAL JOURNAL","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cog; Medicine; Mini–Mental State Examination; Cognitive impairment; Cognition; Gerontology; Psychiatry; Computer science; Artificial intelligence","score_opus":0.0796704584880397,"score_gpt":0.3517642793215648,"score_spread":0.27209382083352507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116080927","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4447437,0.001922646,0.0014505304,0.5151984,0.012522268,0.00045066208,0.00009462978,0.00037553458,0.023241626],"genre_scores_gemma":[0.9010381,0.0031568585,0.0005447023,0.0846688,0.008397435,0.000010345483,0.000045886853,0.000051160874,0.0020866934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955435,0.00033141844,0.0013562205,0.00081109046,0.0010918548,0.00086594484],"domain_scores_gemma":[0.9967831,0.00034901066,0.00069608993,0.000334813,0.00052456197,0.0013124686],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005390002,0.0005331477,0.0007574129,0.00035424795,0.0006138959,0.00026798432,0.0013128861,0.0007807413,0.030838225],"category_scores_gemma":[0.0015804732,0.00043835086,0.0005055625,0.0003119004,0.00062321045,0.00028761174,0.0003068589,0.0049309665,0.0022462404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005942661,0.0043341205,0.2959404,0.00022307437,0.0014967344,0.00653291,0.0041263066,0.00018576394,0.0019771217,0.09351832,0.5193966,0.066326015],"study_design_scores_gemma":[0.004007088,0.004392421,0.17529097,0.00014297414,0.0002424482,0.0032803179,0.00046349855,0.0018349049,0.00020279898,0.011516902,0.7980164,0.000609243],"about_ca_topic_score_codex":0.000008815067,"about_ca_topic_score_gemma":0.0000034970049,"teacher_disagreement_score":0.45629442,"about_ca_system_score_codex":0.00015603878,"about_ca_system_score_gemma":0.00075823965,"threshold_uncertainty_score":0.9998068},"labels":[],"label_agreement":null},{"id":"W3119449921","doi":"10.29188/2542-2413-2020-6-3-24-30","title":"Application of telemedical technologies in neurology – a historical aspect","year":2020,"lang":"en","type":"article","venue":"Journal of Telemedicine and E-Health","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Neurology; Telemedicine; Clinical neurophysiology; Clinical method; Biotelemetry; Computer science; Psychology; Medicine; Medical physics; Psychiatry; Telecommunications; Health care; Telemetry; Political science","score_opus":0.04143303892920828,"score_gpt":0.3484192160114714,"score_spread":0.3069861770822631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119449921","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21502963,0.0072333864,0.0027621868,0.7742819,0.00020878814,0.0002842888,0.0000014573212,0.000052521216,0.00014586071],"genre_scores_gemma":[0.98496264,0.0033712739,0.0013959957,0.009988625,0.00025672695,0.000002975677,0.0000030857582,0.000007014543,0.000011644334],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985092,0.0000408858,0.000900963,0.0001391779,0.00021289232,0.00019683778],"domain_scores_gemma":[0.9989384,0.000053224998,0.0006029326,0.000113470145,0.00007838105,0.00021358911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000697177,0.00009139943,0.0006810306,0.0003497165,0.000040751147,0.0000012007636,0.00010561257,0.00014204324,0.000029778603],"category_scores_gemma":[0.0003017108,0.00006741334,0.000048084617,0.0002952375,0.00015454447,0.00003151803,0.000025559784,0.0008349626,0.0000011477267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005113123,0.0005889782,0.47548443,0.00080571376,0.000046349545,0.000047119112,0.0030220633,0.0000011683708,0.00027735226,0.0050736293,0.11717985,0.39696205],"study_design_scores_gemma":[0.006595483,0.020687837,0.47689328,0.00032752758,0.000056294823,0.0011215738,0.004459432,0.00035456047,0.00011531044,0.0025159053,0.48671234,0.00016045145],"about_ca_topic_score_codex":0.000080132486,"about_ca_topic_score_gemma":0.00004178402,"teacher_disagreement_score":0.76993304,"about_ca_system_score_codex":0.00013160196,"about_ca_system_score_gemma":0.0005345243,"threshold_uncertainty_score":0.36275434},"labels":[],"label_agreement":null},{"id":"W3124334451","doi":"","title":"A PHENOMENOLOGICAL INQUIRY OF THE EXPERIENCE OF CARING FOR A LOVED ONE RECENTLY DIAGNOSED WITH AMNESTIC MILD COGNITIVE IMPAIRMENT","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cognitive impairment; Cognition; Temporality; Interpretative phenomenological analysis; Autobiographical memory; Developmental psychology; Cognitive psychology; Medicine; Psychotherapist; Psychiatry; Epistemology; Qualitative research; Philosophy; Sociology","score_opus":0.26119910100999555,"score_gpt":0.3695599593567288,"score_spread":0.10836085834673326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124334451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983796,0.00005995952,0.0003338093,0.000093465016,0.00012604652,0.00082432094,0.000015728081,0.000048056674,0.0001190248],"genre_scores_gemma":[0.9991271,0.000042076907,0.00016418118,0.00021535005,0.000024426288,0.000008685268,0.000006684378,0.0000135804785,0.00039793082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897337,0.00007323076,0.00023447008,0.0002883554,0.00017468259,0.00025586443],"domain_scores_gemma":[0.99895114,0.000109290886,0.00026694487,0.00033081466,0.00022663569,0.00011518282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013111321,0.0001547294,0.00033960328,0.00021000615,0.00013108185,0.0000065651884,0.0002943875,0.00016307841,0.00004758199],"category_scores_gemma":[0.00006749256,0.00011898788,0.000086299944,0.00026793004,0.0006009328,0.00016863123,0.000114459,0.00031982802,0.0000034306238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012308576,0.0007822818,0.9695808,0.00016435259,0.00008770042,0.000011784727,0.027344478,1.9759463e-7,0.0002517171,0.00034896447,1.7928224e-7,0.00019663463],"study_design_scores_gemma":[0.0026514635,0.0012337292,0.9729775,0.00073500985,0.00019334411,0.000010886686,0.01521799,5.599204e-8,0.006717252,0.00010687658,0.000033761607,0.00012213991],"about_ca_topic_score_codex":0.000009566164,"about_ca_topic_score_gemma":0.0002874368,"teacher_disagreement_score":0.012126488,"about_ca_system_score_codex":0.0001054157,"about_ca_system_score_gemma":0.0001793883,"threshold_uncertainty_score":0.4852185},"labels":[],"label_agreement":null},{"id":"W3143781547","doi":"","title":"Application of Montreal Cognitive Assessment for Screening MCI in Community Elderly in Chengdu","year":2011,"lang":"en","type":"article","venue":"Zhongguo linchuang xinlixue zazhi","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Psychology; Cognition; Cognitive impairment; Gerontology; Clinical psychology; Psychiatry; Medicine","score_opus":0.06421144181049562,"score_gpt":0.37235932515002096,"score_spread":0.30814788333952536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143781547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842652,0.00011907348,0.009112946,0.00030033945,0.00008345149,0.0009952865,0.00002603743,0.000063441075,0.0050342195],"genre_scores_gemma":[0.992481,0.000030186085,0.0067899907,0.0002224058,0.000048380294,0.00014034355,0.00014432786,0.000017077255,0.00012629156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989636,0.0000899992,0.00042475038,0.00018283966,0.00010139538,0.00023741405],"domain_scores_gemma":[0.99915093,0.0002106155,0.00017307646,0.00027639576,0.00011996548,0.000068986556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060728705,0.00012651781,0.0003381213,0.0003393975,0.000105725616,0.0000036637282,0.0001311944,0.00021389846,0.000049516977],"category_scores_gemma":[0.00011284563,0.0001272771,0.00006175716,0.0002216537,0.00012501942,0.00006944772,0.000032401676,0.00065667223,0.0000047683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039709202,0.0020993967,0.8697212,0.00035111248,0.00004417336,0.0000031803693,0.013420555,0.0000022765835,0.00021257094,0.0077034337,0.00012481476,0.10592025],"study_design_scores_gemma":[0.0024647322,0.0005567052,0.985521,0.00025527595,0.00003589385,0.0000037369136,0.006117243,0.00047715905,0.0009643417,0.0032381944,0.00025264005,0.00011308225],"about_ca_topic_score_codex":0.0033509189,"about_ca_topic_score_gemma":0.0034860962,"teacher_disagreement_score":0.115799844,"about_ca_system_score_codex":0.00008610177,"about_ca_system_score_gemma":0.00014058355,"threshold_uncertainty_score":0.519021},"labels":[],"label_agreement":null},{"id":"W3166276056","doi":"10.5114/nan.2023.129070","title":"Application of artificial intelligence for diagnosis, prognosis and treatment in psychology: a review","year":2023,"lang":"en","type":"review","venue":"Neuropsychiatria i Neuropsychologia","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Tamkeen","keywords":"Neuropsychiatry; Neuropsychology; Psychology; Psychiatry; Cognition","score_opus":0.20417654971297894,"score_gpt":0.48882556130319677,"score_spread":0.2846490115902178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166276056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017871043,0.9875807,0.00011754189,0.0021946912,0.0010812052,0.008444059,0.00010519012,0.00021875389,0.0000791188],"genre_scores_gemma":[0.0000690701,0.99229217,0.0008166779,0.00122976,0.000246048,0.00505197,0.00014783425,0.00010627091,0.000040231338],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962696,0.00026705817,0.0017678057,0.0011475263,0.00014276688,0.00040523845],"domain_scores_gemma":[0.997548,0.00052249624,0.0008276268,0.00087865465,0.000087150336,0.00013610139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046170098,0.00052600034,0.0023265404,0.0008163631,0.00008172319,0.000010438967,0.00029388443,0.0005319357,0.000027113989],"category_scores_gemma":[0.00036167988,0.00041850557,0.00048092118,0.001198395,0.00024377719,0.000028250846,0.000041630254,0.0006303467,0.000064228196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009791579,0.000997513,0.00103167,0.027791208,0.000061919185,0.0000080997215,0.000025599085,2.2238705e-8,6.452258e-7,0.0014927988,0.0017838811,0.9667087],"study_design_scores_gemma":[0.00041551574,0.0024763027,0.0035032022,0.011986543,0.0013439608,0.000115283474,0.000010445231,0.000004541254,9.006437e-7,0.0010801299,0.978727,0.00033617404],"about_ca_topic_score_codex":0.000008895367,"about_ca_topic_score_gemma":0.000019854082,"teacher_disagreement_score":0.97694314,"about_ca_system_score_codex":0.000053642118,"about_ca_system_score_gemma":0.00024569512,"threshold_uncertainty_score":0.99982667},"labels":[],"label_agreement":null},{"id":"W3176333470","doi":"","title":"Cognitive and functional implications of vision loss","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognition; Psychology; Neuroscience; Cognitive psychology; Physical medicine and rehabilitation; Medicine","score_opus":0.05963670189253234,"score_gpt":0.408330050831254,"score_spread":0.34869334893872167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176333470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244183,0.000056729245,0.00000458547,0.0023190521,0.00016076556,0.0002711579,0.0000067178767,0.000023682216,0.0047154548],"genre_scores_gemma":[0.9986845,0.0000064876535,0.00030165535,0.000542948,0.000022153337,0.000013686557,0.000009706607,0.000004193206,0.000414645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914014,0.000030379053,0.00017637298,0.00032270848,0.00014628292,0.00018412646],"domain_scores_gemma":[0.9991774,0.000136311,0.000111679714,0.00012468177,0.00029039194,0.00015953241],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00029149462,0.00008363444,0.00017952462,0.00021033832,0.0001956364,0.0000059587783,0.000072000104,0.00009497093,0.00054610224],"category_scores_gemma":[0.00022769057,0.00007083569,0.00002208151,0.00041547453,0.005523372,0.0001315584,0.00006648374,0.00019789574,0.00006167416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038525995,0.00015466091,0.7567216,0.000025472267,0.000009529846,0.0000022564034,0.0005203159,1.5829166e-7,0.2302782,0.011790181,0.00004247317,0.00041662078],"study_design_scores_gemma":[0.00036249042,0.00080941874,0.94777346,0.000055259356,0.000013268957,0.0002580985,0.00045233528,0.000012187623,0.03742548,0.012739995,0.000037623053,0.000060367318],"about_ca_topic_score_codex":0.00001202611,"about_ca_topic_score_gemma":6.443024e-7,"teacher_disagreement_score":0.1928527,"about_ca_system_score_codex":0.00004072307,"about_ca_system_score_gemma":0.00050548546,"threshold_uncertainty_score":0.997183},"labels":[],"label_agreement":null},{"id":"W3202830893","doi":"10.5539/elt.v14n10p70","title":"L2 Learner Cognitive Psychological Factors About Artificial Intelligence Writing Corrective Feedback","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Anhui University of Finance and Economics","keywords":"Corrective feedback; Psychology; Cognition; Likert scale; Educational psychology; Psychology of learning; Perception; Mathematics education; Cognitive psychology; Developmental psychology","score_opus":0.04510500325907139,"score_gpt":0.3867239293108976,"score_spread":0.3416189260518262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202830893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645786,0.00052694115,0.0015687295,0.00025492045,0.0010400849,0.00016841936,0.000012012474,0.00041948387,0.031430785],"genre_scores_gemma":[0.9958187,0.000025442057,0.0008378039,0.0010310343,0.00083148136,0.000010756407,0.00013168745,0.000022886863,0.001290204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99853647,0.00018573491,0.0003208297,0.00043006244,0.00017900296,0.000347925],"domain_scores_gemma":[0.9990257,0.0003642392,0.00009702824,0.00022888805,0.00013603762,0.00014807556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004054321,0.00017838767,0.0002989414,0.00012575778,0.00036225835,0.000051685558,0.000092799775,0.00024877826,0.0018145316],"category_scores_gemma":[0.0033918144,0.00015726563,0.0001075016,0.00016286649,0.00014930389,0.000093704126,0.000050713705,0.0017692322,0.00007177515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014761975,0.0014744027,0.07199357,0.00008903037,0.000107482134,0.0003299652,0.53970927,0.0000020648545,0.0013123326,0.027573127,0.000697808,0.35656333],"study_design_scores_gemma":[0.0003851895,0.0002857929,0.0726544,0.00041463767,0.000094820905,0.00009379171,0.91305566,0.00003624383,0.010745105,0.00084867293,0.0010091146,0.0003765679],"about_ca_topic_score_codex":0.000028783526,"about_ca_topic_score_gemma":0.000036578953,"teacher_disagreement_score":0.37334642,"about_ca_system_score_codex":0.0000861789,"about_ca_system_score_gemma":0.00008473093,"threshold_uncertainty_score":0.99909794},"labels":[],"label_agreement":null},{"id":"W3204004906","doi":"10.1016/j.euroneuro.2021.08.012","title":"TU9. EXPLORATORY TARGETED GENE ANALYSIS OF RESTING HEART RATE VARIABILITY TO IDENTIFY ANXIETY-RELATED MARKERS","year":2021,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Radar; Multipath propagation; Computer science; Interference (communication); Multipath interference; Realization (probability); Real-time computing; Artificial intelligence; Computer vision; Algorithm; Telecommunications; Mathematics; Statistics; Channel (broadcasting)","score_opus":0.02852781425332219,"score_gpt":0.36037857124408823,"score_spread":0.33185075699076605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204004906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897926,0.00014961079,0.00009994772,0.004030349,0.0017740119,0.00031089442,0.000021291075,0.00034722703,0.003474073],"genre_scores_gemma":[0.9880537,0.00017493709,0.00082887907,0.01004912,0.000117852964,0.00001142024,0.00006994232,0.0000605963,0.00063355],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9959924,0.00201466,0.0007691542,0.0006967092,0.00015287698,0.0003741659],"domain_scores_gemma":[0.9982086,0.00021680597,0.000209899,0.0006513922,0.00038971,0.00032360677],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015074983,0.00020702319,0.0005859019,0.00061079866,0.00013760124,0.000011557721,0.00019413116,0.00010533874,0.0020504973],"category_scores_gemma":[0.0007086728,0.00021984645,0.00022854061,0.0021081972,0.0001840825,0.000053126645,0.00011873359,0.0006333987,0.00014549459],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041771034,0.0005324131,0.043395054,0.00005769013,0.0007410429,0.00019153053,0.0007344675,0.0000968343,0.9385302,0.00011503158,0.0141788265,0.0010092164],"study_design_scores_gemma":[0.0012304421,0.000199458,0.9694973,0.000017221688,0.0009838486,0.000045052217,0.0001397276,0.00006819467,0.006413715,0.00004054756,0.021197833,0.00016665581],"about_ca_topic_score_codex":0.0000034296158,"about_ca_topic_score_gemma":0.000003179652,"teacher_disagreement_score":0.93211645,"about_ca_system_score_codex":0.000059750444,"about_ca_system_score_gemma":0.00021301648,"threshold_uncertainty_score":0.9988618},"labels":[],"label_agreement":null},{"id":"W3204283502","doi":"10.18280/ijsse.110409","title":"Concept of Using Eye Tracking Technology to Assess and Ensure Cybersecurity, Functional Safety and Usability","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Eye tracking; Computer science; Human–computer interaction; Trajectory; Eye movement; Operator (biology); Tracking (education); Quality (philosophy); Focus (optics); Tracking system; Computer security; Artificial intelligence; Simulation","score_opus":0.024493008114577122,"score_gpt":0.33560889090862706,"score_spread":0.31111588279404995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204283502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856628,0.0014831056,0.0075063193,0.004674926,0.0005139212,0.00006072755,0.000021038839,0.000015978298,0.0000611822],"genre_scores_gemma":[0.9964198,0.0005945167,0.0026743263,0.00014074011,0.00014789928,3.2427502e-7,0.000005545922,0.0000062072904,0.000010639729],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912095,0.000017060696,0.00042926855,0.00013550307,0.0001923128,0.000104911065],"domain_scores_gemma":[0.99910206,0.00009852183,0.00013431709,0.00007067216,0.00048576487,0.00010869451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029847218,0.000094402705,0.00029336507,0.0002497726,0.000061629216,0.000014844574,0.000057937694,0.00014339482,0.000060489743],"category_scores_gemma":[0.00031605706,0.00009346398,0.000042228112,0.0001109858,0.000119724034,0.00011509099,0.00007103572,0.00040808134,1.2096932e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028497821,0.0011597337,0.6280713,0.001098822,0.0017573957,0.00039527463,0.023077222,0.003125026,0.043990564,0.23132254,0.00014595254,0.0630064],"study_design_scores_gemma":[0.004373709,0.00040973446,0.9382324,0.0013426357,0.00020779674,0.0051042936,0.0057290983,0.003973235,0.012153459,0.0043041687,0.023764733,0.00040472436],"about_ca_topic_score_codex":0.000006093828,"about_ca_topic_score_gemma":0.000008782719,"teacher_disagreement_score":0.3101611,"about_ca_system_score_codex":0.00007709593,"about_ca_system_score_gemma":0.0001280616,"threshold_uncertainty_score":0.38113505},"labels":[],"label_agreement":null},{"id":"W3208032882","doi":"10.6000/2292-2598.2021.09.05.7","title":"Single Vibroacoustic Impact Effect of Singing Bowls over the Psycho-Emotional State and Cardiovascular System Work","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Massage; Anxiety; Orthostatic vital signs; Heart rate variability; Medicine; Psychology; Physical therapy; Heart rate; Blood pressure; Internal medicine","score_opus":0.02701289650077916,"score_gpt":0.3182055645992403,"score_spread":0.29119266809846117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208032882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890438,0.009808184,0.000089368936,0.0005522824,0.00018299207,0.00023025596,0.000012352151,0.000007545773,0.00007322575],"genre_scores_gemma":[0.9978996,0.0018663201,0.00007409065,0.000032255623,0.00008371053,0.000011918381,0.0000029509372,0.000007889956,0.000021252541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989257,0.00018680877,0.00039236923,0.00016256506,0.00019156672,0.0001410107],"domain_scores_gemma":[0.99807215,0.0013439982,0.00012967465,0.00021828739,0.00011547233,0.00012039471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004211905,0.00014891151,0.0005504897,0.00005871121,0.0001334484,0.00002410816,0.00003571945,0.00006673124,0.0002407203],"category_scores_gemma":[0.0004889861,0.000078403515,0.00037317947,0.00014020757,0.00027786515,0.000039100563,0.00001774169,0.00016827036,0.0000013660516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004921724,0.0018230544,0.91023004,0.00039291012,0.0020304816,0.000021870632,0.0038966057,0.00005973736,0.00007084517,0.000045613266,0.00079240545,0.08014427],"study_design_scores_gemma":[0.0022757226,0.0050337925,0.9838062,0.0009456791,0.001225161,0.0004889451,0.0018229615,0.000043116044,0.0033156283,0.00013287687,0.0007997139,0.00011021346],"about_ca_topic_score_codex":0.000029575967,"about_ca_topic_score_gemma":0.000007743767,"teacher_disagreement_score":0.080034055,"about_ca_system_score_codex":0.0003260372,"about_ca_system_score_gemma":0.00010368068,"threshold_uncertainty_score":0.31972024},"labels":[],"label_agreement":null},{"id":"W3211352675","doi":"","title":"\"The use of visual information in the recognition of posed and spontaneous facial expressions\": Correction.","year":2019,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Artificial intelligence; Computer science; Facial expression; Communication; Computer vision; Psychology; Speech recognition","score_opus":0.03464561692257538,"score_gpt":0.30824462898266486,"score_spread":0.27359901206008946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211352675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980372,0.000012338007,0.000026001653,0.0005414723,0.00024775096,0.0002465848,0.0000022661543,0.000010590323,0.0008757586],"genre_scores_gemma":[0.99908495,0.00007233071,0.00008907628,0.00031511608,0.0000107673795,0.0000041983635,0.000016602147,0.0000010970437,0.00040586057],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996463,0.000025815145,0.00017900582,0.00003233538,0.000068418645,0.000048116908],"domain_scores_gemma":[0.99961346,0.00017077514,0.00007578987,0.00007607777,0.00005288691,0.000011030591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012582932,0.00003002703,0.00007049232,0.000075237105,0.000050409093,0.000005247847,0.000023328646,0.000059081165,0.00014379452],"category_scores_gemma":[0.000109113455,0.000016232485,0.000012672534,0.000057989862,0.000055883294,0.00009001297,0.000005775763,0.00010770443,0.000010955795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030288547,0.0011083176,0.18363129,0.00037223296,0.000051477095,0.0000055353175,0.040561352,0.000010066814,0.0050847586,0.0059887557,0.025920995,0.73423636],"study_design_scores_gemma":[0.0028979087,0.0017453567,0.84854734,0.00030079306,0.000046601515,0.0004798294,0.03803616,0.0011351033,0.005081243,0.00096192234,0.100611135,0.00015659425],"about_ca_topic_score_codex":0.00006054887,"about_ca_topic_score_gemma":0.000065788925,"teacher_disagreement_score":0.7340798,"about_ca_system_score_codex":0.000009736222,"about_ca_system_score_gemma":0.00004168786,"threshold_uncertainty_score":0.15744492},"labels":[],"label_agreement":null},{"id":"W3215671341","doi":"10.1212/wnl.88.16_supplement.p6.094","title":"Mental imagery strategy and body position effects on imagining gait in healthy young and old adults: results from a cross-sectional study (P6.094)","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Cross-sectional study; Gait; Young adult; Physical medicine and rehabilitation; Body position; Psychology; Position (finance); Medicine; Developmental psychology","score_opus":0.020523868370468434,"score_gpt":0.3545214474248721,"score_spread":0.3339975790544037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215671341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933294,0.00008253384,6.317042e-7,0.0046261377,0.00069116085,0.00047068432,0.00003636744,0.00005026647,0.0007127836],"genre_scores_gemma":[0.9966293,0.00005962284,0.0000145153435,0.0029484816,0.00020490454,0.000026477108,0.000059697973,0.00001086667,0.000046132736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988646,0.0000920404,0.0002724776,0.00045966796,0.00009540456,0.0002158058],"domain_scores_gemma":[0.999275,0.00015858034,0.00014682097,0.0002807205,0.000028248669,0.00011059037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020980771,0.00012446735,0.00022425171,0.00016091738,0.00041137266,0.0000522986,0.0000672373,0.00016959732,0.000022133087],"category_scores_gemma":[0.00015087845,0.00011937156,0.000016733738,0.00002352445,0.00021351191,0.000100522004,0.000046738132,0.0006027547,0.0000070524225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00877099,0.00040986665,0.98720217,0.000026479433,0.000014638823,0.00010440943,0.0011903509,1.4446994e-7,0.00026237438,0.0002446911,0.00008418443,0.0016897145],"study_design_scores_gemma":[0.007195578,0.0064138346,0.98556507,0.000025564095,0.000011181392,0.00010118394,0.0000842118,0.0000512523,0.000036264537,0.00038176888,0.000063116386,0.00007100611],"about_ca_topic_score_codex":0.0015929916,"about_ca_topic_score_gemma":0.0006879233,"teacher_disagreement_score":0.006003968,"about_ca_system_score_codex":0.00003078503,"about_ca_system_score_gemma":0.00006318298,"threshold_uncertainty_score":0.4867831},"labels":[],"label_agreement":null},{"id":"W4200409484","doi":"10.30978/unj2021-3-54","title":"Corelation of gait parameters, cognitive impairment and brain atrophy in patients with Parkinson’s disease and the «normally aging population»","year":2021,"lang":"en","type":"article","venue":"Ukrainian Neurological Journal","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; Atrophy; Physical medicine and rehabilitation; Cognition; Population; Rating scale; Medicine; Parkinson's disease; Gait analysis; Cognitive decline; Psychology; Physical therapy; Disease; Internal medicine; Dementia; Psychiatry; Developmental psychology","score_opus":0.011862216183461245,"score_gpt":0.2589947799845205,"score_spread":0.24713256380105922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200409484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810136,0.000202278,0.000020638829,0.011374995,0.000045312845,0.00021252623,0.0000052072523,0.000008849772,0.000028857075],"genre_scores_gemma":[0.9951632,0.00010491703,0.0002487845,0.0044186544,0.000027702234,0.000004165047,0.000015335638,0.0000044128565,0.000012845275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991889,0.00017670942,0.00023228517,0.00013904496,0.0001342813,0.00012878132],"domain_scores_gemma":[0.99936795,0.00022756992,0.00013533815,0.0000658885,0.00007355515,0.0001296878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022355924,0.000078152276,0.00018112834,0.000078746845,0.00012676032,0.000017625493,0.000027187025,0.00005553002,0.00004957128],"category_scores_gemma":[0.00026507792,0.000045361783,0.000029608416,0.00007943843,0.0002492575,0.000046102647,0.000023336843,0.0004231812,2.998836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018317794,0.00017771011,0.99192667,0.000016305534,0.000020003676,0.00004438491,0.0017310476,0.000004470513,6.5752397e-7,0.00041649287,0.000011001442,0.0038194512],"study_design_scores_gemma":[0.0050270623,0.0006950216,0.99279255,0.00006180951,0.000052847572,0.000072108174,0.000119376164,0.00008116039,6.787139e-7,0.0008802074,0.00017192929,0.00004522481],"about_ca_topic_score_codex":0.0000032176138,"about_ca_topic_score_gemma":0.000005952145,"teacher_disagreement_score":0.007061848,"about_ca_system_score_codex":0.000014537311,"about_ca_system_score_gemma":0.00008641007,"threshold_uncertainty_score":0.18497999},"labels":[],"label_agreement":null},{"id":"W4200515278","doi":"10.6000/2292-2598.2021.09.06.9","title":"Environmental Friendliness of a Person’s Musical Space as a Factor of Personality Disharmony Prevention","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personality; Psychology; Personality psychology; Locus of control; Harmony (color); Big Five personality traits; Social psychology; Musical; Perception; Developmental psychology","score_opus":0.06728668024340193,"score_gpt":0.345854056489975,"score_spread":0.27856737624657313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200515278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951997,0.0011759247,0.000020465935,0.0031489218,0.00010148106,0.00018590066,0.00006628111,0.00000462999,0.00009670744],"genre_scores_gemma":[0.9975811,0.0018961185,0.00025463407,0.00005269139,0.0000663033,0.000012846535,0.000011555318,0.000006257383,0.000118487194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989643,0.000090762675,0.00045195076,0.00017377542,0.0002046862,0.00011452906],"domain_scores_gemma":[0.9989385,0.00041880872,0.00025262716,0.00016121235,0.00008844692,0.00014043122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011806787,0.00013107974,0.0005020023,0.000050953306,0.000057476907,0.0000060976477,0.000042111387,0.00010147837,0.003729618],"category_scores_gemma":[0.00055051903,0.000093744726,0.00029401606,0.000072204886,0.0003884301,0.000052894844,0.000019830375,0.00015916883,0.0000025106176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006785946,0.017838689,0.91556156,0.0002286796,0.00052062504,0.000013394317,0.024740813,3.1104696e-7,0.0014752718,0.0004871566,0.00038163926,0.038073257],"study_design_scores_gemma":[0.0017334408,0.00441072,0.9501326,0.00020931411,0.00035818593,0.00011805041,0.015610676,0.000006983846,0.025263045,0.00034022357,0.0017245921,0.00009217491],"about_ca_topic_score_codex":0.00007528553,"about_ca_topic_score_gemma":0.000063773456,"teacher_disagreement_score":0.03798108,"about_ca_system_score_codex":0.0002695524,"about_ca_system_score_gemma":0.00020944544,"threshold_uncertainty_score":0.9971811},"labels":[],"label_agreement":null},{"id":"W4206820029","doi":"10.5937/vojtehg70-34610","title":"Implementation of the digital training concept in the basic flight training in the Serbian Military Academy","year":2022,"lang":"en","type":"article","venue":"Vojnotehnicki glasnik","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Ontario; Defence Research and Development Canada","funders":"","keywords":"Serbian; Training (meteorology); Cockpit; Flight training; Aeronautics; Engineering; Flight simulator; Simulation","score_opus":0.05895414057452486,"score_gpt":0.3593845342138645,"score_spread":0.30043039363933965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206820029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95144624,0.00035721125,0.0000041604076,0.045944657,0.0002264353,0.0006364362,0.000039915703,0.000023194789,0.0013217609],"genre_scores_gemma":[0.9922759,0.00001717126,0.000015885373,0.007362278,0.00009385313,0.00010802462,0.000031733616,0.000009777094,0.00008537516],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985681,0.00024324747,0.00040157005,0.00019047476,0.00032357097,0.0002730234],"domain_scores_gemma":[0.9993279,0.0002492293,0.00010473566,0.00028200753,0.000011070861,0.000025080722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009352263,0.000110747096,0.00019321412,0.00013785725,0.00030331174,0.000008641876,0.0004536597,0.00007632881,0.00035971962],"category_scores_gemma":[0.000064703294,0.0000634082,0.00008607643,0.00049512956,0.00020623498,0.00007680994,0.00005907709,0.0010043596,0.00000210019],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007510476,0.00028536786,0.11406563,0.000053271626,0.000032259297,0.000010968142,0.7553187,0.00004412895,0.00012331309,0.040212702,0.004714096,0.08506447],"study_design_scores_gemma":[0.0011462839,0.00019589448,0.5480857,0.000031347954,0.00002268728,0.000055017706,0.39619175,0.000025940815,0.000102074446,0.0021342414,0.051920533,0.0000885212],"about_ca_topic_score_codex":0.000118511394,"about_ca_topic_score_gemma":0.00043713802,"teacher_disagreement_score":0.43402007,"about_ca_system_score_codex":0.000099281315,"about_ca_system_score_gemma":0.000352947,"threshold_uncertainty_score":0.43634987},"labels":[],"label_agreement":null},{"id":"W4207094296","doi":"","title":"FUZZY SMIRNOV DESCRIPTIVE PROXIMITY MEASURE. APPROXIMATE CLOSENESS OF IMAGE OBJECT SHAPES IN TRIANGULATIONS OF FINITE, BOUNDED SHAPES","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Closeness; Measure (data warehouse); Bounded function; Image (mathematics); Object (grammar); Mathematics; Fuzzy logic; Triangulation; Computer science; Artificial intelligence; Mathematical analysis; Geometry; Data mining","score_opus":0.043049142556293316,"score_gpt":0.28968811900401803,"score_spread":0.2466389764477247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207094296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87868714,0.0019550668,0.039666276,0.021967106,0.00030639817,0.00289326,0.0003577833,0.00040937756,0.05375756],"genre_scores_gemma":[0.9701133,0.0003292611,0.028401524,0.00008050826,0.000019999054,0.00010526085,0.00034122853,0.00003418184,0.00057475903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9958358,0.0019130709,0.00096948765,0.0006188556,0.00038036885,0.00028245916],"domain_scores_gemma":[0.99514633,0.00083711126,0.0008971554,0.00091274164,0.0020600983,0.00014657322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002893583,0.00030241432,0.0008492942,0.0005005063,0.00017018103,0.00004946571,0.00050845795,0.00046619182,0.00014127373],"category_scores_gemma":[0.003247248,0.00031088231,0.0002435128,0.0005713675,0.00060796906,0.000115595205,0.00043286645,0.0009972979,0.00000662065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010656525,0.011207579,0.06867345,0.009316206,0.0008758362,0.000025027308,0.1679536,0.00006124126,0.046304893,0.65366375,0.001234756,0.03961802],"study_design_scores_gemma":[0.007964635,0.000019390785,0.51225215,0.016311357,0.0006881468,0.000029173747,0.0060542864,0.013071369,0.22759844,0.21227713,0.0022032023,0.0015306906],"about_ca_topic_score_codex":0.00079415046,"about_ca_topic_score_gemma":0.0017755416,"teacher_disagreement_score":0.44357875,"about_ca_system_score_codex":0.00017304813,"about_ca_system_score_gemma":0.0012165426,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W4212796351","doi":"10.51659/josi.21.148","title":"COVID'S EFFECTS ON HIGHER EDUCATION:FROM CHALLENGES TO OPPORTUNITIES","year":2021,"lang":"en","type":"article","venue":"Journal of Organisational Studies and Innovation","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Higher education; Context (archaeology); Institution; Public relations; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Pandemic; Medical education; Sociology; Economic growth; Pedagogy; Medicine; Psychiatry; Social science; Economics; Geography; Law","score_opus":0.19477168524952793,"score_gpt":0.40280126324068904,"score_spread":0.20802957799116112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212796351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.746035,0.0069546686,0.000014487893,0.24418242,0.0011463313,0.000071149145,0.0000024477251,0.000013073283,0.001580416],"genre_scores_gemma":[0.9621603,0.0044643544,0.0015340946,0.029375076,0.0010250579,0.0000037959583,0.00001675225,0.0000073327533,0.0014132442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993798,0.000020630187,0.0002845344,0.00008924069,0.00016625787,0.00005953943],"domain_scores_gemma":[0.99863696,0.00011966559,0.00017125571,0.00006764413,0.0009370638,0.00006738719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013770863,0.00006958347,0.00018711567,0.00025873992,0.0001409275,0.000010710091,0.000025830575,0.000054148208,0.00031884256],"category_scores_gemma":[0.00034619393,0.00005593456,0.000017895594,0.00020930848,0.000036415226,0.000062934625,0.00001711301,0.00013445556,0.000005406055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008833234,0.00026498898,0.0028253386,0.00019520741,0.00023871737,0.000012715905,0.0029565701,3.8344888e-7,0.0015071557,0.8726343,0.05082184,0.06845445],"study_design_scores_gemma":[0.0006039444,0.0006315725,0.45460537,0.00030898448,0.00006361642,0.000074233794,0.008906851,1.1573116e-7,0.0017667285,0.038719602,0.4942267,0.00009229976],"about_ca_topic_score_codex":0.0000010231307,"about_ca_topic_score_gemma":9.434856e-7,"teacher_disagreement_score":0.8339147,"about_ca_system_score_codex":0.0001315569,"about_ca_system_score_gemma":0.00061954046,"threshold_uncertainty_score":0.34911025},"labels":[],"label_agreement":null},{"id":"W4236253922","doi":"10.1007/978-94-007-0753-5_100955","title":"Diagnostic Analysis of Nonverbal Accuracy (DANVA)","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Nonverbal communication; Psychology; Computer science; Communication","score_opus":0.02905414918832739,"score_gpt":0.32539256215728435,"score_spread":0.29633841296895697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236253922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026353083,0.0004334111,0.0006371537,0.0016337914,0.00034084925,0.00027983024,0.000033877073,0.0001329584,0.9938728],"genre_scores_gemma":[0.28713605,0.0007584719,0.00022817418,0.001418645,0.00016283458,0.000004930351,0.00027084176,0.000020679752,0.7099994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905545,0.0000060810257,0.0003925641,0.0002401642,0.00017319235,0.00013253775],"domain_scores_gemma":[0.9984337,0.000532501,0.00026307476,0.0005340509,0.00012860642,0.00010804186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010835271,0.0001778418,0.0007728934,0.0007512404,0.000046142875,0.000003398358,0.00011178182,0.0004913161,0.01997534],"category_scores_gemma":[0.00027026693,0.00014682852,0.0003143747,0.000071525785,0.0001764272,0.000011340591,0.00002854671,0.00039827536,0.00024058927],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025323661,0.00007865269,0.008994936,0.00021553756,0.0019616976,0.000005912222,0.00016544366,5.5465244e-7,0.0000038160447,0.9429726,0.03275358,0.012821943],"study_design_scores_gemma":[0.00055036397,0.00035323994,0.06389363,0.00026991067,0.009552295,0.000009365436,0.00004757607,0.000039893686,0.000052727813,0.008699246,0.9162077,0.00032410136],"about_ca_topic_score_codex":0.000023473329,"about_ca_topic_score_gemma":0.00009509545,"teacher_disagreement_score":0.93427336,"about_ca_system_score_codex":0.00005034573,"about_ca_system_score_gemma":0.00017666486,"threshold_uncertainty_score":0.98092055},"labels":[],"label_agreement":null},{"id":"W4238586438","doi":"10.4018/978-1-60566-902-1.ch006","title":"On Cognitive Properties of Human Factors and Error Models in Engineering and Socialization","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Socialization; Cognition; Task (project management); Set (abstract data type); Human engineering; Socio-cognitive; Computer science; Cognitive ergonomics; Cognitive science; Psychology; Engineering; Human–computer interaction; Social psychology; Systems engineering; Human factors and ergonomics; Poison control","score_opus":0.0722893574649121,"score_gpt":0.29918073017706165,"score_spread":0.22689137271214954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238586438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6478908,0.00052544696,0.000026231908,0.000022331495,0.00008361045,0.00040001128,0.000029517278,0.00005610277,0.35096595],"genre_scores_gemma":[0.9962213,0.000025251598,0.000009422182,0.0000802918,0.000021752725,0.000005283107,0.00000548627,0.0000139040085,0.0036172904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99946064,0.0000043643877,0.00019422558,0.0001670655,0.00007538957,0.00009831515],"domain_scores_gemma":[0.9997272,0.000008735618,0.0000915192,0.000072239236,0.000049321246,0.000050978077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003617247,0.00015808058,0.00030736453,0.00012338496,0.000044286306,0.0000039966258,0.000025418725,0.00032419735,0.000015098567],"category_scores_gemma":[0.0000144847045,0.00013426293,0.00002690678,0.0000062359954,0.00014485899,0.000016948616,0.000019568704,0.00020546309,7.080167e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004442933,0.000019799903,0.0009579109,0.0003022699,0.000032153544,0.0000015295199,0.002085203,3.1253583e-7,0.000022896324,0.9961923,0.000018822695,0.00032241133],"study_design_scores_gemma":[0.0022066142,0.0012464938,0.015403175,0.00735222,0.00031367072,0.000018238832,0.0009362136,0.00007575082,0.0010954809,0.9704586,0.00024311493,0.0006504141],"about_ca_topic_score_codex":0.00006986794,"about_ca_topic_score_gemma":0.000092701644,"teacher_disagreement_score":0.34833053,"about_ca_system_score_codex":0.00006109684,"about_ca_system_score_gemma":0.00007684669,"threshold_uncertainty_score":0.5475083},"labels":[],"label_agreement":null},{"id":"W4239899966","doi":"10.36227/techrxiv.11653134","title":"Development and Design Principles of the Optimal Computer- and Robotic-aided Healthcare Systems for the Diagnosis, Treatment, and Rehabilitation","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Anamnesis; Service (business); Rehabilitation; Engineering management; Population; Computer science; Manufacturing engineering; Engineering; Medicine; Physical therapy; Business","score_opus":0.15527973008552548,"score_gpt":0.3638119593347355,"score_spread":0.20853222924921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239899966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8198718,0.016030248,0.044082157,0.10860684,0.0009801827,0.010216748,0.000035382815,0.00013667006,0.000040007977],"genre_scores_gemma":[0.91052604,0.0033380194,0.08470579,0.00037967818,0.000092293136,0.0007610288,0.00002098342,0.000013615657,0.00016253514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991327,0.00007299294,0.00033231117,0.00028415714,0.00006715763,0.000110682355],"domain_scores_gemma":[0.99866396,0.000777662,0.00017976006,0.00022469352,0.0000779438,0.000075975506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485126,0.0001516143,0.00035334603,0.000048973412,0.00024510367,0.000023091496,0.00006330809,0.00017769694,0.0000024778114],"category_scores_gemma":[0.00008169991,0.00007972921,0.00003431019,0.000030350317,0.00021375214,0.000012599998,0.00012522684,0.00017873307,1.3988138e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072547916,0.0009631059,0.49387282,0.022058554,0.0013462543,0.0000015794611,0.097101316,0.0017250584,0.000025118348,0.26861578,0.006053935,0.10751101],"study_design_scores_gemma":[0.0028551284,0.0026523527,0.91918826,0.0020334108,0.0005579919,0.000041165615,0.010811631,0.017087897,0.0003724386,0.0012306883,0.04279455,0.00037449892],"about_ca_topic_score_codex":0.00011293393,"about_ca_topic_score_gemma":0.00007436849,"teacher_disagreement_score":0.42531544,"about_ca_system_score_codex":0.00008418309,"about_ca_system_score_gemma":0.00038173932,"threshold_uncertainty_score":0.3251263},"labels":[],"label_agreement":null},{"id":"W4240464035","doi":"10.4018/9781605661704.ch004","title":"On the Cognitive Processes of Human Perception with Emotions, Motivations, and Attitudes","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Perception; Cognition; Psychology; Cognitive psychology; Social psychology; Neuroscience","score_opus":0.04751858221606459,"score_gpt":0.3172404239544541,"score_spread":0.26972184173838953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240464035","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15137014,0.0001290256,0.000028335446,0.00026956896,0.00003917443,0.00054547476,0.00006153625,0.000070946655,0.8474858],"genre_scores_gemma":[0.9726032,0.000036411522,0.000042160314,0.00060292846,0.000053654236,0.000017440498,0.000017698787,0.000013973953,0.026612509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936014,0.000009481176,0.00018761196,0.00020671714,0.00013757202,0.000098488],"domain_scores_gemma":[0.9992927,0.000049411607,0.00017578412,0.00018251312,0.00024882177,0.000050772942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058568367,0.00017300683,0.00024402296,0.000078637364,0.00021462563,0.000007862696,0.000059069393,0.00023270275,0.00030634314],"category_scores_gemma":[0.000038405175,0.00011018888,0.00003314761,0.000014322257,0.00046812854,0.000015051848,0.000017530418,0.00029180694,0.00001868729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068953945,0.000066742345,0.0038346993,0.00024742878,0.00008562243,0.0000014484202,0.0005157473,5.183601e-9,0.000004845927,0.99348843,0.0006766925,0.001009379],"study_design_scores_gemma":[0.0011378579,0.002527156,0.32879633,0.005242586,0.0005957471,0.000092137,0.0009287295,1.1478038e-7,0.00009466633,0.65841633,0.0017832713,0.00038506562],"about_ca_topic_score_codex":0.000025224832,"about_ca_topic_score_gemma":0.000116932744,"teacher_disagreement_score":0.8212331,"about_ca_system_score_codex":0.00006221735,"about_ca_system_score_gemma":0.0002441635,"threshold_uncertainty_score":0.4493372},"labels":[],"label_agreement":null},{"id":"W4249199972","doi":"10.53677/9785919160472_141_144","title":"EEG CORRELATES OF CREATIVE PROBLEMS SOLUTION BY INSIGHT IN STUDENTS WITH SIGNS OF GIFTEDNESS","year":2021,"lang":"ru","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Electroencephalography; Computer science; Psychology; Mathematics education; Neuroscience","score_opus":0.022119807465074224,"score_gpt":0.31896008667409936,"score_spread":0.2968402792090251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249199972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98635477,0.0037465058,0.00049677264,0.00095398084,0.00028776244,0.00049597974,0.000026566908,0.00002812221,0.007609525],"genre_scores_gemma":[0.9868469,0.0009130744,0.00013907858,0.00013958552,0.000014137939,0.000018139279,0.00009051372,0.000013072335,0.0118254535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853086,0.000097637276,0.00057531893,0.0002756984,0.00028433156,0.00023613354],"domain_scores_gemma":[0.9989174,0.00009226772,0.00030294398,0.0002664174,0.00034047302,0.0000805069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020782155,0.00016282542,0.00053385826,0.00020750692,0.00006215685,0.0000055206033,0.00012651982,0.000299888,0.0018994128],"category_scores_gemma":[0.00007519874,0.00012999699,0.000040219988,0.00046790397,0.00039826613,0.00007101113,0.00005117291,0.0004165607,0.000012361898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025335976,0.005400843,0.9456814,0.00086353533,0.00023173208,0.0000095127525,0.028841928,0.000008840995,0.0067138323,0.008490229,0.0027138963,0.0007908755],"study_design_scores_gemma":[0.007488444,0.0040835068,0.87543017,0.004086281,0.00036421814,0.000018663632,0.05555019,0.00010432784,0.049444202,0.0009481148,0.0020751434,0.0004067185],"about_ca_topic_score_codex":0.00042728567,"about_ca_topic_score_gemma":0.0006788765,"teacher_disagreement_score":0.07025123,"about_ca_system_score_codex":0.000110211375,"about_ca_system_score_gemma":0.00063052593,"threshold_uncertainty_score":0.999013},"labels":[],"label_agreement":null},{"id":"W4250540639","doi":"10.31038/asmhs.2019361","title":"Perceptual-Cognitive Training Can Improve Cognition in Older Adults with Subjective Cognitive Decline","year":2019,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Island Health; University of Victoria","funders":"","keywords":"Cognition; Cognitive decline; Perception; Cognitive training; Psychology; Cognitive psychology; Cognitive aging; Dementia; Medicine; Neuroscience; Disease","score_opus":0.019279464339269116,"score_gpt":0.3088811305815645,"score_spread":0.2896016662422954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250540639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682344,0.000037494443,0.00012632976,0.00093178445,0.00014775002,0.0014757019,0.000036467212,0.00013557152,0.0288745],"genre_scores_gemma":[0.9937691,0.000028858105,0.00017473022,0.003750651,0.00008632393,0.00010509418,0.00023951152,0.000025278709,0.0018204475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987858,0.000039216877,0.00024734315,0.00042022576,0.00016778777,0.00033963786],"domain_scores_gemma":[0.99919444,0.0001853818,0.000091819675,0.0001101496,0.00029290267,0.00012528281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001506143,0.00018889942,0.0003380709,0.00029299647,0.0000780774,0.000010044618,0.000041854735,0.000208102,0.0025192348],"category_scores_gemma":[0.00009954797,0.00014904386,0.000044335156,0.00020704367,0.00018163903,0.00009087262,0.000020164585,0.0005789023,0.00015211855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005604025,0.0017467197,0.76282436,0.00030260088,0.00019583784,0.000050540886,0.13995126,1.5276177e-7,0.00033313123,0.0018474917,0.00006561605,0.08707824],"study_design_scores_gemma":[0.009164161,0.0012818355,0.7927079,0.0009990118,0.000081606195,0.000044407123,0.19408634,0.000024154035,0.0011640025,0.00021764736,0.000025943558,0.00020294478],"about_ca_topic_score_codex":0.00018271942,"about_ca_topic_score_gemma":0.0021724026,"teacher_disagreement_score":0.086875305,"about_ca_system_score_codex":0.00008648828,"about_ca_system_score_gemma":0.00038226577,"threshold_uncertainty_score":0.9983926},"labels":[],"label_agreement":null},{"id":"W4283819554","doi":"10.3389/fphys.2022.949771","title":"Editorial: Integration of Machine Learning and Computer Simulation in Solving Complex Physiological and Medical Questions","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Physiology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Interior Business Center; Advanced Research Projects Agency; National Institutes of Health; Compute Canada; Defense Advanced Research Projects Agency; U.S. Department of the Interior","keywords":"Computer science; Machine learning; Artificial intelligence; Cognitive science; Human–computer interaction; Data science; Psychology","score_opus":0.018670730285679133,"score_gpt":0.3389645670912755,"score_spread":0.32029383680559637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283819554","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03567552,0.0009453278,0.00072059396,0.00027311835,0.96191067,0.000344951,0.00003181075,0.000062496765,0.000035536093],"genre_scores_gemma":[0.31185642,0.0032981667,0.0026096941,0.000117430296,0.68001145,0.00005081194,0.0019633463,0.000027869319,0.00006482927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832726,0.00031204653,0.00048248633,0.00040514482,0.00026680922,0.00020623664],"domain_scores_gemma":[0.99898714,0.00051360996,0.00021997528,0.00012726567,0.00008074,0.00007124685],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00043657274,0.00018893565,0.0007750485,0.0004462911,0.000109083354,0.000004861793,0.000096989286,0.0010501352,0.00019199419],"category_scores_gemma":[0.0010308506,0.0001725302,0.00004054372,0.00014603793,0.0003936188,0.000038917427,0.00013865589,0.0023610895,4.1814954e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033248632,0.00027975658,0.007600597,0.0002478967,0.000033064996,0.0000029455657,0.00067382335,0.00014548613,0.00027910387,0.00031437504,0.9849326,0.0051578605],"study_design_scores_gemma":[0.0027467324,0.0013683494,0.08505909,0.0004037702,0.00005369876,0.0000031794334,0.00048765764,0.055799488,0.0000031169914,0.0041765403,0.8495833,0.0003150723],"about_ca_topic_score_codex":0.00014545256,"about_ca_topic_score_gemma":0.00006977712,"teacher_disagreement_score":0.2818992,"about_ca_system_score_codex":0.00014752688,"about_ca_system_score_gemma":0.00023869135,"threshold_uncertainty_score":0.9999405},"labels":[],"label_agreement":null},{"id":"W4294132987","doi":"10.1016/j.clinph.2022.07.296","title":"TH-116. Investigation of transcranial ultrasound-induced neuroplasticity of the human motor cortex by magnetoencephalography","year":2022,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Magnetoencephalography; Neuroplasticity; Neuroscience; Motor cortex; Transcranial magnetic stimulation; Psychology; Medicine; Electroencephalography","score_opus":0.040217281953583164,"score_gpt":0.33710437014788486,"score_spread":0.2968870881943017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294132987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974403,0.000017976367,0.0000045641727,0.00085706887,0.0011081188,0.000335584,0.00006288599,0.000042988388,0.00013051051],"genre_scores_gemma":[0.996853,0.000036377638,0.000026137333,0.0028335562,0.00009880169,0.000018291126,0.000029260455,0.0000135971995,0.000090976704],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980623,0.0005519901,0.0007322959,0.000312538,0.00016641383,0.00017443902],"domain_scores_gemma":[0.9985533,0.00053526193,0.0003375265,0.0004127832,0.0000729929,0.00008818422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016404556,0.00011787387,0.00043934127,0.000082634775,0.00025838445,0.0000013981314,0.0002962457,0.00012964965,0.00041802737],"category_scores_gemma":[0.0002728624,0.000090974376,0.0002496006,0.00027298508,0.001070148,0.000017499919,0.00006497586,0.0008866528,0.0000025178613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018817234,0.0005295299,0.102424495,0.000042769672,0.00002128419,0.0000014007553,0.000121813384,8.322286e-7,0.8937058,0.0014788646,0.001274566,0.00021048574],"study_design_scores_gemma":[0.0008671929,0.004137059,0.9904273,0.000007308655,0.00006764454,0.000012300263,0.00005153601,0.000010414044,0.0019141217,0.0016894059,0.0007503389,0.000065350716],"about_ca_topic_score_codex":0.000025152789,"about_ca_topic_score_gemma":0.0000023467505,"teacher_disagreement_score":0.89179164,"about_ca_system_score_codex":0.000010343916,"about_ca_system_score_gemma":0.0001393543,"threshold_uncertainty_score":0.45771068},"labels":[],"label_agreement":null},{"id":"W4307729092","doi":"10.32920/21428685","title":"Discriminant non-stationary signal features’ clustering using hard and fuzzy cluster labeling","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pattern recognition (psychology); Linear discriminant analysis; Feature (linguistics); Artificial intelligence; Cluster analysis; Discriminant; Mathematics; Feature vector; Fuzzy logic; Speech recognition; Computer science","score_opus":0.05855357266964823,"score_gpt":0.36067942213545334,"score_spread":0.3021258494658051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307729092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652489,0.0017718148,0.008494201,0.010653561,0.0034813294,0.0013810787,0.00007274572,0.00034181745,0.00855455],"genre_scores_gemma":[0.9434004,0.0004608067,0.038347837,0.0041868202,0.00046627104,0.000075949414,0.00039290203,0.000057394725,0.012611655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859464,0.000043279266,0.00035394583,0.00051002327,0.00021801304,0.00028011829],"domain_scores_gemma":[0.99923044,0.000054493004,0.00015601961,0.00035524735,0.0000663469,0.00013745521],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026744514,0.0002497561,0.0004074625,0.00031575223,0.00044961026,0.000040628685,0.00012366242,0.00034314345,0.001317764],"category_scores_gemma":[0.000021001819,0.00022251115,0.00008476115,0.00006508779,0.000111045454,0.000047040754,0.0007032501,0.0015216427,0.000005306718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005671299,0.0059836353,0.38224426,0.043479912,0.003403217,0.00088838465,0.14227122,0.009800801,0.0252513,0.04785182,0.2058549,0.12729926],"study_design_scores_gemma":[0.009222116,0.0015037487,0.79050463,0.004541785,0.0023861106,0.0019032579,0.04780942,0.057431407,0.0006748161,0.027808972,0.052380145,0.0038335978],"about_ca_topic_score_codex":0.00016831764,"about_ca_topic_score_gemma":0.00006254181,"teacher_disagreement_score":0.40826038,"about_ca_system_score_codex":0.00021646527,"about_ca_system_score_gemma":0.0004256128,"threshold_uncertainty_score":0.99959517},"labels":[],"label_agreement":null},{"id":"W4310728352","doi":"","title":"For some useful and usable acts of assistance when guiding people with cognitive impairments to complete activities","year":2009,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"USable; Computer science; Cognition; Human–computer interaction; Knowledge management; Psychology; World Wide Web; Neuroscience","score_opus":0.03673083019785966,"score_gpt":0.28918051587928867,"score_spread":0.252449685681429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310728352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95405614,0.00052530377,0.024947051,0.012776701,0.000104934545,0.0012844969,0.00017379732,0.00012447475,0.006007104],"genre_scores_gemma":[0.9596035,0.00027591805,0.035687897,0.00044391098,0.000019663763,0.000109758694,0.00027750465,0.000023806975,0.0035580758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983002,0.0004371387,0.000328549,0.00046422283,0.00020464891,0.0002652621],"domain_scores_gemma":[0.9971155,0.0007062231,0.0003750765,0.0006797915,0.00095280545,0.00017060492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013832871,0.00021373178,0.00048477997,0.00022563893,0.0002798966,0.000067715526,0.00025100075,0.0001735648,0.00005246441],"category_scores_gemma":[0.0005266202,0.00020421548,0.000073299656,0.00011414308,0.00019468584,0.000091689166,0.00021894193,0.00028843238,0.0000022871407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021160627,0.0069784825,0.27862123,0.007516552,0.0012784475,0.000012445143,0.19567487,0.00001895754,0.008496779,0.4135554,0.01292618,0.07280458],"study_design_scores_gemma":[0.008911557,0.000085767104,0.7211414,0.032654498,0.00092466996,0.00009677286,0.011266504,0.0012926977,0.1243442,0.042939786,0.05447751,0.0018646566],"about_ca_topic_score_codex":0.00015057012,"about_ca_topic_score_gemma":0.001282629,"teacher_disagreement_score":0.44252014,"about_ca_system_score_codex":0.00010656671,"about_ca_system_score_gemma":0.00039563232,"threshold_uncertainty_score":0.8327666},"labels":[],"label_agreement":null},{"id":"W4312520592","doi":"10.36809/2309-9380-2022-37-156-160","title":"ROLE OF ARTIFICIAL INTELLIGENCE IN THE EDUCATIONAL PROCESS OF A PEDAGOGICAL UNIVERSITY","year":2022,"lang":"en","type":"article","venue":"Review of Omsk State Pedagogical University Humanitarian research","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Process (computing); Strengths and weaknesses; SWOT analysis; Context (archaeology); Computer science; Knowledge management; Artificial intelligence; Psychology; Management science; Engineering; Business; Social psychology; Marketing","score_opus":0.29752446899963303,"score_gpt":0.48550682463978456,"score_spread":0.18798235564015153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312520592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981552,0.0037580275,0.000035639754,0.006650719,0.00002922024,0.0008885735,0.000078246245,0.000010768412,0.006996787],"genre_scores_gemma":[0.9930368,0.0057769674,0.000103390055,0.000083975676,0.00001825409,0.0000019755184,0.000038601953,0.000003947868,0.0009360886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99784875,0.0006701657,0.00034005241,0.00022738906,0.0006874378,0.00022622281],"domain_scores_gemma":[0.9986311,0.00038087257,0.00017268026,0.00029346618,0.00044907737,0.00007275882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017685673,0.00008332954,0.00036141713,0.00044556634,0.00033028217,0.0000022975921,0.0006041405,0.000052523603,0.0033839447],"category_scores_gemma":[0.00023394925,0.00007117672,0.00011232356,0.000971275,0.0006937347,0.000053081694,0.00017948444,0.0008757964,0.000006767078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009146863,0.0044052564,0.009461925,0.0057938313,0.000054426262,0.00004763485,0.03451074,0.000011663122,0.000172232,0.9298103,0.0006282157,0.014189094],"study_design_scores_gemma":[0.0008116876,0.003562761,0.09536563,0.0024622956,0.00017045734,0.00006471706,0.6970771,0.00008433673,0.00016258401,0.06425133,0.13565029,0.00033682628],"about_ca_topic_score_codex":0.00022803836,"about_ca_topic_score_gemma":0.00012760077,"teacher_disagreement_score":0.865559,"about_ca_system_score_codex":0.00018351476,"about_ca_system_score_gemma":0.001130288,"threshold_uncertainty_score":0.9975271},"labels":[],"label_agreement":null},{"id":"W4313438941","doi":"10.2991/978-2-494069-45-9_123","title":"Study on the Influencing Factors and Evaluation Methods of Cognitive Ability","year":2022,"lang":"en","type":"book-chapter","venue":"Proceedings of the 2022 2nd International Conference on Modern Educational Technology and Social Sciences (ICMETSS 2022)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Computer science; Cognitive psychology; Neuroscience","score_opus":0.17087426953377347,"score_gpt":0.45159513447703836,"score_spread":0.28072086494326487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313438941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87688655,0.00017009412,0.0000013225026,0.03159088,0.00044415463,0.0009196559,0.000061744795,0.000027055687,0.08989852],"genre_scores_gemma":[0.9950268,0.00012680657,0.00006177765,0.00032177175,0.000064704414,0.00012619492,0.000014931695,0.000010542635,0.004246417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980451,0.00004757044,0.00041718667,0.00049049413,0.0008553863,0.00014429317],"domain_scores_gemma":[0.9980091,0.00041479545,0.0006684808,0.00011133549,0.0007681604,0.000028143642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016873685,0.00021948927,0.00036263297,0.00062023,0.0008913861,0.00002546635,0.0005405724,0.00025789483,0.0019702753],"category_scores_gemma":[0.0008224376,0.0001452062,0.00009289105,0.0002207314,0.001982446,0.00008852685,0.00029270828,0.0009973453,8.464199e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060195416,0.00026018207,0.027152242,0.000027201173,0.00014329221,3.400749e-8,0.0059103775,1.9870689e-7,0.00029914916,0.96172154,0.00017581964,0.004249768],"study_design_scores_gemma":[0.00042560388,0.0008952801,0.096281305,0.00020513641,0.00024803443,0.0000075289468,0.034759082,0.00015544648,0.0004318456,0.865724,0.0006630316,0.00020366027],"about_ca_topic_score_codex":0.000020296866,"about_ca_topic_score_gemma":0.000008974184,"teacher_disagreement_score":0.11814028,"about_ca_system_score_codex":0.00020442298,"about_ca_system_score_gemma":0.0007004526,"threshold_uncertainty_score":0.9989421},"labels":[],"label_agreement":null},{"id":"W4315796148","doi":"10.30629/2618-6667-2022-20-4-36-43","title":"Evaluation of the Effectiveness of Neurocognitive Rehabilitation of Patients with Mild Cognitive Decline under Restrictions during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Psikhiatriya","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Neurorehabilitation; Neuropsychology; Cognition; Neurocognitive; Psychology; Mini–Mental State Examination; Neuropsychological assessment; Multivariate analysis of variance; Cognitive decline; Neuropsychiatry; Rehabilitation; Clinical psychology; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Medicine; Dementia; Cognitive impairment; Disease; Internal medicine","score_opus":0.057997360259808575,"score_gpt":0.3860449334434596,"score_spread":0.328047573183651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315796148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707276,0.000060695438,0.00006861132,0.00095203565,0.00014188817,0.0014897062,0.000053877164,0.000037116923,0.00012330868],"genre_scores_gemma":[0.9996511,0.000033938526,0.000016680446,0.00012165337,0.000019374507,0.00009231416,0.00003773418,0.000008583545,0.000018628667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845326,0.0005567379,0.00028117505,0.00014614829,0.00046425406,0.00009842589],"domain_scores_gemma":[0.996897,0.0015956566,0.00027873408,0.00019977157,0.0009922187,0.00003661117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019179019,0.000076003475,0.00017820107,0.00019631498,0.00016412843,0.0000013934274,0.00007428477,0.000077528064,0.000032689924],"category_scores_gemma":[0.0022710648,0.00004443231,0.00006382704,0.0007466055,0.00031733155,0.00003319867,0.000034556637,0.00018567858,0.000001964337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005821017,0.00024929765,0.99679214,0.0003798051,0.00006493466,3.5889148e-8,0.0008454233,0.000119855045,0.0000945764,0.00055900024,0.000029149662,0.00028366115],"study_design_scores_gemma":[0.0032630812,0.00037103033,0.99004173,0.00015057692,0.00043421102,0.0000010600812,0.0015544567,0.00002446872,0.00043496478,0.003672505,0.000013427578,0.00003847441],"about_ca_topic_score_codex":0.00008298923,"about_ca_topic_score_gemma":0.00011240406,"teacher_disagreement_score":0.006750416,"about_ca_system_score_codex":0.00012363889,"about_ca_system_score_gemma":0.0005742147,"threshold_uncertainty_score":0.27188408},"labels":[],"label_agreement":null},{"id":"W4320000054","doi":"10.2139/ssrn.4327681","title":"Α Psychodynamic-Based with Personalized Emotional Arousal Elements Virtual Reality Cognitive Training System for Mild Cognitive Impairment Patients","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Arousal; Psychodynamics; Virtual reality; Psychology; Cognition; Cognitive impairment; Psychotherapist; Cognitive psychology; Applied psychology; Computer science; Human–computer interaction; Psychiatry; Social psychology","score_opus":0.034857488756781546,"score_gpt":0.3444486046717213,"score_spread":0.3095911159149397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320000054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802705,0.00006227995,0.018642224,0.0012606325,0.0003459453,0.0010786445,0.00017066738,0.00019816785,0.0002143738],"genre_scores_gemma":[0.99738044,0.00008542165,0.00011303813,0.00046327364,0.00025855907,0.000103813545,0.00079566846,0.000036883965,0.00076293154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971157,0.00012130879,0.00043096268,0.0003279453,0.00041927697,0.0015848532],"domain_scores_gemma":[0.99879897,0.00019231993,0.00030044862,0.000091095484,0.0004381033,0.00017906637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015641677,0.00022200467,0.00034663224,0.00032618933,0.00058875186,0.000021398293,0.00009331743,0.00014500447,0.00006766505],"category_scores_gemma":[0.00009997149,0.0001818614,0.00014690122,0.00025263877,0.00015806068,0.00007080666,0.000009793921,0.0012110693,0.000022362605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04802048,0.0075719533,0.57413805,0.0011682322,0.0068349196,0.000049746228,0.02059507,0.00004059664,0.00009073645,0.21860275,0.003622792,0.11926468],"study_design_scores_gemma":[0.092736855,0.029986702,0.5601206,0.0038636713,0.0014336869,0.0005859997,0.29214448,0.0023254456,0.00010286753,0.014910833,0.0006680819,0.0011208048],"about_ca_topic_score_codex":0.000008104377,"about_ca_topic_score_gemma":0.00011877449,"teacher_disagreement_score":0.2715494,"about_ca_system_score_codex":0.001257841,"about_ca_system_score_gemma":0.003714396,"threshold_uncertainty_score":0.7416093},"labels":[],"label_agreement":null},{"id":"W4360962729","doi":"10.5430/jct.v12n2p123","title":"Specifics of Forming an Individual Approach in the Choreographers’ Training During the Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Choreography; Computer science; Process (computing); Quality (philosophy); Generalization; Mathematics education; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Dance; Visual arts; Mathematics; Epistemology","score_opus":0.06699140538257208,"score_gpt":0.3490209799113191,"score_spread":0.282029574528747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360962729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980102,0.00031762305,0.00004233754,0.00052320113,0.00011545192,0.00009373061,8.0994124e-7,0.000015225417,0.00088142237],"genre_scores_gemma":[0.99902457,0.00022658205,0.00036355085,0.00013589807,0.00022712295,0.0000018806284,0.000002417821,0.0000052857795,0.000012716306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915767,0.00009809295,0.00033015982,0.000068734975,0.00019569419,0.00014966597],"domain_scores_gemma":[0.99952894,0.00007961404,0.00022237607,0.00010178076,0.000024054718,0.000043258216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002186809,0.0000666865,0.00018685672,0.0002658078,0.00023996491,0.000018352339,0.0001541303,0.00006670551,0.0000045943057],"category_scores_gemma":[0.000066330955,0.00003397643,0.000060851748,0.00015978326,0.0000847678,0.00010956252,0.000016561224,0.0009620199,1.8371325e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001953099,0.00020918131,0.8640818,0.0000850593,0.000042835756,0.000009924981,0.08915454,0.000008185749,0.00013789389,0.0072582862,0.00016514116,0.03882762],"study_design_scores_gemma":[0.00058320444,0.00015115022,0.8325658,0.000119672506,0.00004396847,0.0004081436,0.1642691,0.000075560056,0.0000061286455,0.0008165155,0.00091616507,0.00004460152],"about_ca_topic_score_codex":0.000008217441,"about_ca_topic_score_gemma":0.000007543719,"teacher_disagreement_score":0.07511457,"about_ca_system_score_codex":0.000013416451,"about_ca_system_score_gemma":0.00004717475,"threshold_uncertainty_score":0.41795513},"labels":[],"label_agreement":null},{"id":"W4365815448","doi":"10.17673/vestnik.2023.01.18","title":"Question of creating the historical center of Togliatti: psychological prerequisites and project practice of preserving the memory of a place","year":2023,"lang":"en","type":"article","venue":"Gradostroitelʹstvo i arhitektura","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reminiscence; Center (category theory); Quarter (Canadian coin); State (computer science); Audit; History; Aesthetics; Sociology; Architectural engineering; Psychology; Archaeology; Computer science; Engineering; Management; Art; Cognitive psychology","score_opus":0.049179394354892055,"score_gpt":0.38440815174425397,"score_spread":0.3352287573893619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365815448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908281,0.00081524486,0.00003390219,0.0054337857,0.00014457312,0.0005154817,0.000017167666,0.00005048119,0.0021612889],"genre_scores_gemma":[0.99801207,0.00027520178,0.0010424935,0.00014393039,0.000057395217,0.000018096312,0.000012243228,0.000009193339,0.00042938875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998704,0.0001815996,0.0005212264,0.00018150752,0.00024858394,0.00016307751],"domain_scores_gemma":[0.9978549,0.0009474426,0.00054056395,0.0004060206,0.0002186378,0.000032419775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008322315,0.00010771315,0.00033306095,0.00016475437,0.00009064877,0.0000037681427,0.00018675608,0.00012303411,0.00002641479],"category_scores_gemma":[0.0015164228,0.000060614275,0.000078869394,0.00040003032,0.00032313992,0.00006614389,0.00008301952,0.00033476955,9.07141e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006092854,0.005338156,0.67502576,0.00576729,0.0007987624,0.000019859406,0.07661041,0.00004121726,0.09749336,0.059098415,0.04048926,0.033224683],"study_design_scores_gemma":[0.0047007566,0.0051755295,0.92453605,0.002000352,0.0007346898,0.00043570634,0.023107007,0.0005815486,0.023737011,0.0033348673,0.011258081,0.0003984045],"about_ca_topic_score_codex":0.0001459033,"about_ca_topic_score_gemma":0.0000044647377,"teacher_disagreement_score":0.24951032,"about_ca_system_score_codex":0.00003933086,"about_ca_system_score_gemma":0.000065269036,"threshold_uncertainty_score":0.24717784},"labels":[],"label_agreement":null},{"id":"W4377221031","doi":"10.1007/s00221-023-06642-5","title":"Correction to: Reaction of human walking to transient block of vision: analysis in the context of indirect, referent control of motor actions","year":2023,"lang":"en","type":"erratum","venue":"Experimental Brain Research","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut de Readaptation Gingras Lindsay de Montreal; McGill University; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal","funders":"","keywords":"Referent; Context (archaeology); Motor control; Neuroscience; Physical medicine and rehabilitation; Psychology; Cognitive psychology; Computer science; Cognitive science; Medicine; Philosophy; Biology; Linguistics","score_opus":0.10440851387515564,"score_gpt":0.47879055206651927,"score_spread":0.3743820381913636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377221031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829579,0.00056088576,0.000015536163,0.004189611,0.004047011,0.002232935,0.00012892796,0.000034397253,0.0058327755],"genre_scores_gemma":[0.9861116,0.000061937426,0.00001463095,0.0001123336,0.0001352993,0.00017167072,0.0001566325,0.000020293402,0.013215602],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972824,0.00043025063,0.00081265176,0.00033182296,0.0008798468,0.00026303326],"domain_scores_gemma":[0.99813104,0.0005844525,0.00028723784,0.00053467805,0.00036452024,0.00009810049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015861681,0.0001537378,0.00080846087,0.002873258,0.00013340141,0.000005350653,0.00026226207,0.00030130387,0.00021171838],"category_scores_gemma":[0.00040714222,0.00012544992,0.00023980303,0.0018795374,0.0002480387,0.000026531801,0.00004722479,0.0011248068,0.0000050768303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010451701,0.0024908304,0.000979133,0.00039376284,0.00060146826,0.0000029593798,0.038786903,0.000003316306,0.5044043,0.0006238983,0.44814736,0.0025208995],"study_design_scores_gemma":[0.0030783582,0.013191525,0.4460992,0.0029566113,0.00041394564,0.000008955627,0.17738992,0.000079320605,0.30581084,0.00005028225,0.050572317,0.0003487491],"about_ca_topic_score_codex":0.0019071632,"about_ca_topic_score_gemma":0.0018293409,"teacher_disagreement_score":0.44512007,"about_ca_system_score_codex":0.00035338502,"about_ca_system_score_gemma":0.00030201487,"threshold_uncertainty_score":0.5115699},"labels":[],"label_agreement":null},{"id":"W4385212284","doi":"10.1007/978-3-031-33429-0_3","title":"Discrete-Time Semi-Markov Random Evolutions","year":2023,"lang":"en","type":"book-chapter","venue":"Probability and its applications","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Markov chain; Statistical physics; Mathematics; Discrete time and continuous time; Markov process; Variable-order Markov model; Markov renewal process; Applied mathematics; Markov property; Scaling; Series (stratigraphy); Markov model; Computer science; Physics; Statistics; Geometry","score_opus":0.032176274758322854,"score_gpt":0.29969805161153823,"score_spread":0.2675217768532154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385212284","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00128574,0.0048781396,0.0012199684,0.028597364,0.0002924702,0.008876329,0.0009831203,0.001960528,0.9519063],"genre_scores_gemma":[0.014762875,0.0030959293,0.00071979366,0.000468604,0.00035269887,0.0010769649,0.0008515037,0.0000672223,0.97860444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986338,0.000014554754,0.00042716504,0.0005438044,0.00015548256,0.00022519236],"domain_scores_gemma":[0.9986579,0.00019934031,0.00014950398,0.00060218084,0.00018346064,0.00020765295],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002637854,0.0002475871,0.000468897,0.00017495899,0.00047711478,0.000016980734,0.00012380817,0.0005424382,0.0012745344],"category_scores_gemma":[0.000102367616,0.00022700879,0.00013735957,0.000077868135,0.00034791182,0.000043527663,0.000077874654,0.0006700328,0.001166129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000510357,0.00013271862,0.000088446686,0.00050847506,0.00009478689,5.0736264e-7,0.00020104792,3.7569185e-7,0.000028236776,0.98417443,0.00845391,0.006266026],"study_design_scores_gemma":[0.0006506017,0.00008279371,0.0018156009,0.00015619653,0.00028042242,0.000018180785,0.000025405705,0.00006239173,0.000007909134,0.35897696,0.63765806,0.00026551858],"about_ca_topic_score_codex":0.0000060987677,"about_ca_topic_score_gemma":0.000026118387,"teacher_disagreement_score":0.6292041,"about_ca_system_score_codex":0.000116386516,"about_ca_system_score_gemma":0.00029014723,"threshold_uncertainty_score":0.99963844},"labels":[],"label_agreement":null},{"id":"W4385217518","doi":"10.1007/978-3-031-33429-0_2","title":"Discrete-Time Semi-Markov Chains","year":2023,"lang":"en","type":"book-chapter","venue":"Probability and its applications","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Semimartingale; Markov chain; Examples of Markov chains; Discrete time and continuous time; State space; Balance equation; Markov process; Markov property; Operator (biology); Mathematics; Decomposition; Computer science; Phase space; Markov model; Applied mathematics; Physics; Statistics","score_opus":0.0387512851068829,"score_gpt":0.30622579642226555,"score_spread":0.26747451131538263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385217518","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012930745,0.0022348885,0.0004660613,0.027920824,0.00019910699,0.0057638157,0.00057866686,0.0015105979,0.96003294],"genre_scores_gemma":[0.010117943,0.0022155263,0.00043129406,0.0006516327,0.0003058334,0.00057256274,0.00059068896,0.000057121862,0.9850574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987842,0.000008770663,0.00034965598,0.00051739323,0.00013727059,0.00020272325],"domain_scores_gemma":[0.99888223,0.00011029104,0.00013265554,0.0005561732,0.00013081921,0.00018779712],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020951846,0.00022702142,0.00039205994,0.00014437505,0.00031357064,0.0000145490985,0.00011521226,0.00052103883,0.0010609468],"category_scores_gemma":[0.000056279583,0.0002080816,0.00009763977,0.00005846552,0.00026533307,0.00003191,0.00007631803,0.0006112546,0.0010013006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014683281,0.00008629167,0.00008743343,0.0005041648,0.00005291221,5.020401e-7,0.00016601512,9.3563635e-8,0.00002130527,0.9855387,0.004007475,0.00952041],"study_design_scores_gemma":[0.00022811271,0.00009910781,0.0015360483,0.00014488475,0.00015888686,0.000013991386,0.000020608628,0.00004350064,0.00001675055,0.29639065,0.7010932,0.0002542475],"about_ca_topic_score_codex":0.0000027643753,"about_ca_topic_score_gemma":0.00001638441,"teacher_disagreement_score":0.69708574,"about_ca_system_score_codex":0.000086817716,"about_ca_system_score_gemma":0.00021193693,"threshold_uncertainty_score":0.99985224},"labels":[],"label_agreement":null},{"id":"W4387779445","doi":"10.5430/ijhe.v12n5p260","title":"Construction of The Professional Competency Evaluation Index System for Flight Attendant Specialty in Chinese Higher Vocational Education","year":2023,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Delphi method; Analytic hierarchy process; Delphi; Engineering management; Index (typography); Training system; Specialty; Evaluation methods; Computer science; Engineering; Operations research; Artificial intelligence; Reliability engineering; Psychology","score_opus":0.023406617157330886,"score_gpt":0.40536199874170115,"score_spread":0.38195538158437026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387779445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235677,0.0003589081,0.000037297934,0.030805707,0.040177844,0.00079460046,0.000019802348,0.00002940101,0.004208734],"genre_scores_gemma":[0.9931733,0.000029652385,0.0007081918,0.0004011492,0.0023391885,0.000099413795,0.000106729254,0.000014107815,0.0031282422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978442,0.00010561265,0.0008292715,0.00016388197,0.000927375,0.00012962092],"domain_scores_gemma":[0.9958773,0.000112701026,0.0008862903,0.00018161947,0.0028777586,0.00006433412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008387335,0.00012573785,0.00024031279,0.00076300255,0.000098047065,0.00001626684,0.00027760168,0.00014572445,0.00039482155],"category_scores_gemma":[0.00018422597,0.00008966877,0.0001448938,0.00046773904,0.00010908907,0.00019418055,0.000027931248,0.00028715064,0.000010990805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006493172,0.0021546923,0.69251066,0.0003370094,0.00019650893,9.055727e-7,0.001357936,0.000044882618,0.0014345286,0.19684166,0.037912797,0.06655909],"study_design_scores_gemma":[0.001146936,0.000060190698,0.96703213,0.0005730844,0.000054776225,0.00007631516,0.00083444116,0.0000543999,0.00023011265,0.0128002195,0.01706249,0.00007490103],"about_ca_topic_score_codex":0.00002516076,"about_ca_topic_score_gemma":0.000024331808,"teacher_disagreement_score":0.27452144,"about_ca_system_score_codex":0.00092923094,"about_ca_system_score_gemma":0.005503537,"threshold_uncertainty_score":0.9763039},"labels":[],"label_agreement":null},{"id":"W4388384854","doi":"10.1016/j.ibneur.2023.08.2167","title":"NEUROENDOCRINOLOGY OF SOCIAL COGNITION IN MALE AND FEMALE MICE","year":2023,"lang":"en","type":"article","venue":"IBRO Neuroscience Reports","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Neuroendocrinology; Cognition; Psychology; Social cognition; Developmental psychology; Cognitive science; Neuroscience; Endocrinology; Medicine; Hormone","score_opus":0.05063424069307476,"score_gpt":0.36091235516728776,"score_spread":0.310278114474213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388384854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99448156,0.000018091254,0.0000021665599,0.0022514085,0.00037787357,0.00012605259,0.0000012956277,0.00006765484,0.0026738648],"genre_scores_gemma":[0.9983924,0.000102760154,0.000017591994,0.00054834783,0.000021227077,0.000008160617,0.0000034997859,0.000004130462,0.00090189563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992774,0.000017627994,0.00021331361,0.00022066844,0.000095076815,0.00017590333],"domain_scores_gemma":[0.99972326,0.000021692502,0.00009659217,0.0000953243,0.000023905879,0.000039222992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077410725,0.000048865924,0.00013146775,0.00024871613,0.00008178668,0.0000038503313,0.000028516293,0.00004186112,0.000030031402],"category_scores_gemma":[0.00015553334,0.000047664464,0.00001748175,0.0003223501,0.000292341,0.000043557284,0.000030839652,0.00013485974,0.000003623961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043798675,0.00026987193,0.8632962,0.0002036448,0.0000018058577,0.0019798474,0.0013255386,9.5060807e-7,0.123319134,0.0033325541,0.0013982066,0.0048284153],"study_design_scores_gemma":[0.00016714365,0.00012017805,0.9897031,0.0000141906385,0.000006348379,0.0018386635,0.00025470677,0.000014713352,0.0030172544,0.0008131075,0.0040097265,0.000040866795],"about_ca_topic_score_codex":0.000009231084,"about_ca_topic_score_gemma":0.000008190658,"teacher_disagreement_score":0.12640686,"about_ca_system_score_codex":0.000007903273,"about_ca_system_score_gemma":0.00008418533,"threshold_uncertainty_score":0.19437005},"labels":[],"label_agreement":null},{"id":"W4389446551","doi":"10.1212/wnl.94.15_supplement.4692","title":"Reliability of EEG Reactivity in the Assessment of Comatose Patients Under Standardized Protocol (4692)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Reliability (semiconductor); Electroencephalography; Protocol (science); Medicine; Reliability engineering; Audiology; Psychiatry; Engineering; Pathology","score_opus":0.03504463187196961,"score_gpt":0.3859811634422071,"score_spread":0.3509365315702375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389446551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97443724,7.9638363e-7,0.000048330832,0.0126489075,0.00006191147,0.011520428,0.000008375129,0.000019025712,0.0012549671],"genre_scores_gemma":[0.99356574,0.0000016437039,0.00010600143,0.0044439854,0.000009972397,0.0018612302,0.0000046915397,0.0000041450594,0.0000025845625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991056,0.00022406595,0.0002855604,0.00014714003,0.00013678899,0.000100868936],"domain_scores_gemma":[0.99937445,0.000116911695,0.00015303631,0.0002446948,0.00007846098,0.0000324193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027469077,0.000060254526,0.0002650451,0.000044086028,0.000024306328,8.76263e-7,0.00009418444,0.00011324669,0.00009788313],"category_scores_gemma":[0.00016432632,0.00004054045,0.00003730271,0.000109515226,0.00018110154,0.000019072579,0.000025312436,0.00040172733,9.923816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010243912,0.0012091044,0.9910376,0.00020368329,0.0000063969437,0.000001971751,0.0006548122,0.0000017747947,0.0005397299,0.0037732911,0.0009524436,0.00059480214],"study_design_scores_gemma":[0.0020130815,0.002205701,0.98563087,0.000005213141,0.000009395177,0.0000016674844,0.00003898524,0.000025683441,0.00021733297,0.00084074104,0.008987188,0.000024127487],"about_ca_topic_score_codex":0.000023531493,"about_ca_topic_score_gemma":0.000017644668,"teacher_disagreement_score":0.019128488,"about_ca_system_score_codex":0.000015106967,"about_ca_system_score_gemma":0.00018482014,"threshold_uncertainty_score":0.17453277},"labels":[],"label_agreement":null},{"id":"W4390276105","doi":"10.33042/2522-1809-2023-6-180-2-6","title":"RESEARCH OF THE PROCESS OF VISUAL ART TRANSMISSION IN MUSIC AND THE CREATION OF COLLECTIONS FOR PEOPLE WITH VISUAL IMPAIRMENTS","year":2023,"lang":"en","type":"article","venue":"Municipal economy of cities","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Institute for Catastrophic Loss Reduction","keywords":"Computer science; Tonality; Process (computing); Speech recognition; Spectrogram; Transformation (genetics); Artificial intelligence; Artificial neural network; Computer vision; Musical","score_opus":0.044770198367582316,"score_gpt":0.3968916068088464,"score_spread":0.35212140844126405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390276105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950255,0.000059662234,0.000011585672,0.0010310347,0.000019107389,0.00057219784,0.000006256343,0.0000056639597,0.0032689578],"genre_scores_gemma":[0.9985831,0.00005587038,0.000019356847,0.000020505213,0.000008424215,0.00008458868,0.000006429593,0.0000039741535,0.0012177867],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99949145,0.00004632778,0.00023887018,0.000063432,0.000072122224,0.000087822824],"domain_scores_gemma":[0.99942267,0.00024817843,0.0001051984,0.00009002955,0.000119325894,0.000014591231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049627665,0.000039402505,0.00021633263,0.0002552024,0.000113726746,0.0000019200527,0.000060683073,0.000048105172,0.00004621525],"category_scores_gemma":[0.00003730252,0.000023392484,0.000030037887,0.00033564336,0.0006326426,0.000028011475,0.000013575512,0.00010142741,1.1675255e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010747883,0.0027417706,0.36950004,0.011038007,0.0004356344,3.484035e-7,0.50920546,0.00029791833,0.00070009485,0.08556339,0.004054563,0.0057148957],"study_design_scores_gemma":[0.012953205,0.0051214593,0.58490473,0.0015850449,0.0001623912,0.000008308095,0.33373037,0.0070932754,0.01997192,0.030811518,0.0035070952,0.00015064122],"about_ca_topic_score_codex":0.00016789642,"about_ca_topic_score_gemma":0.0007031196,"teacher_disagreement_score":0.2154047,"about_ca_system_score_codex":0.000015804275,"about_ca_system_score_gemma":0.00023253975,"threshold_uncertainty_score":0.2330998},"labels":[],"label_agreement":null},{"id":"W4390483344","doi":"10.1109/ssci52147.2023.10372068","title":"Integration of Structural Equation Models and Bayesian Networks for Cognitive Load Modeling","year":2023,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Structural equation modeling; Computer science; Bayesian network; Personality; Wearable computer; Cognition; Inference; Cognitive load; Causal inference; Machine learning; Graphical model; Probabilistic logic; Artificial intelligence; Bayesian probability; Econometrics; Psychology; Social psychology; Mathematics","score_opus":0.10773260525795439,"score_gpt":0.38278977015339744,"score_spread":0.2750571648954431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390483344","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4597636,0.000047219146,0.53889847,0.0005039085,0.00006978302,0.00023437124,0.0000028906743,0.000069517766,0.0004102534],"genre_scores_gemma":[0.9973317,0.000057687263,0.0019646715,0.00017498013,0.000048681977,0.00001806117,0.00010058256,0.0000050636036,0.0002986194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999624,0.000006086812,0.00013790945,0.000094034025,0.00005335028,0.00008460139],"domain_scores_gemma":[0.9996841,0.00005193916,0.000034794346,0.000047398848,0.00015138835,0.000030355362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012070249,0.00004613457,0.00010246534,0.000086634405,0.000069852074,0.0000036961587,0.000014042264,0.00008644003,0.000026806649],"category_scores_gemma":[0.00005369753,0.000037082467,0.000019773906,0.00007886199,0.000033177017,0.000057842717,0.000006183996,0.000076252785,7.09566e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089728646,0.00009702672,0.0078097824,0.00041180337,0.0001275014,7.21178e-7,0.013271394,0.015288597,0.000754027,0.6476531,0.001349708,0.31233904],"study_design_scores_gemma":[0.00044495385,0.000097762626,0.0017692263,0.000048103582,0.000024242796,0.0000012319117,0.0018765302,0.9552299,0.000115578056,0.040355768,0.000003340097,0.00003339958],"about_ca_topic_score_codex":0.000024594858,"about_ca_topic_score_gemma":0.000040241604,"teacher_disagreement_score":0.9399413,"about_ca_system_score_codex":0.000020326219,"about_ca_system_score_gemma":0.00006067227,"threshold_uncertainty_score":0.15121791},"labels":[],"label_agreement":null},{"id":"W4391714725","doi":"10.1007/978-3-031-17299-1_3985","title":"Human Functioning Components of Older Persons","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology","score_opus":0.08924476275646202,"score_gpt":0.34185801099494434,"score_spread":0.2526132482384823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391714725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004536583,0.0000800729,0.000018294997,0.0009236793,0.0006113275,0.00022654764,0.000013521857,0.00032695243,0.993263],"genre_scores_gemma":[0.109390825,0.000036709152,0.0000758226,0.00035320283,0.00014278083,0.0000037664652,0.0001725644,0.000032863554,0.8897915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932075,0.0000028152629,0.0002462099,0.0001803672,0.0001361277,0.000113721166],"domain_scores_gemma":[0.99947387,0.000016639427,0.00012805643,0.00025296348,0.00006264528,0.00006580871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006580871,0.00013091332,0.00032406463,0.00030527005,0.00013379926,0.000002747224,0.000054565484,0.00037312266,0.008705933],"category_scores_gemma":[0.000005680776,0.00011733484,0.00011247118,0.000017837554,0.00014070139,0.000010863573,0.000024532717,0.0004561334,0.00038051925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012166713,0.00008479176,0.0022358482,0.0003561827,0.00018930047,0.0000062295303,0.0005728536,6.338127e-8,0.00009832442,0.8819853,0.113223135,0.0012357784],"study_design_scores_gemma":[0.0020311084,0.00069722714,0.20012751,0.0022129219,0.00061493495,0.000049829494,0.0010224767,0.000005061505,0.000091436414,0.030575916,0.7619758,0.0005957188],"about_ca_topic_score_codex":0.000024809737,"about_ca_topic_score_gemma":0.000025774112,"teacher_disagreement_score":0.85140944,"about_ca_system_score_codex":0.000043514978,"about_ca_system_score_gemma":0.0000678241,"threshold_uncertainty_score":0.99220026},"labels":[],"label_agreement":null},{"id":"W4391767255","doi":"","title":"Influence of Psycho-emotional Factors on Motor Control : Cerebral Mechanism and Behavioral Response Underlying (Motiv)Action","year":2024,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mechanism (biology); Psychology; Action (physics); Neuroscience; Cognitive psychology; Developmental psychology","score_opus":0.042611610773509875,"score_gpt":0.3336257784183551,"score_spread":0.2910141676448452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391767255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610047,0.0004734188,0.001880414,0.006055461,0.0003228641,0.00063465635,0.00017415996,0.00040513734,0.029049233],"genre_scores_gemma":[0.80800563,0.00014367414,0.001109531,0.00012031202,0.000019489946,0.000018852776,0.00008525371,0.00010201214,0.19039527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785244,0.00094295386,0.00031519894,0.00043755307,0.0002584244,0.0001934393],"domain_scores_gemma":[0.99821556,0.0003648376,0.00029743428,0.0006716815,0.0003130841,0.00013740854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011514331,0.00023213522,0.00034079322,0.0005398939,0.00012991027,0.000036737045,0.00018086591,0.00040965175,0.0006394338],"category_scores_gemma":[0.00031888922,0.00021959083,0.000101257276,0.00016762104,0.00026391048,0.00004417885,0.000047962378,0.0005547221,0.00004582625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011096502,0.0047845906,0.033300374,0.002125772,0.00065763824,0.000017986362,0.019917708,0.0000035373082,0.018198874,0.8504192,0.05548445,0.013980216],"study_design_scores_gemma":[0.0076937703,0.000095760806,0.74128866,0.023516983,0.0009427761,0.000114437644,0.003107155,0.0004313358,0.017552951,0.02867398,0.17485207,0.0017301351],"about_ca_topic_score_codex":0.00035275082,"about_ca_topic_score_gemma":0.0003603563,"teacher_disagreement_score":0.8217452,"about_ca_system_score_codex":0.00010270563,"about_ca_system_score_gemma":0.00021984596,"threshold_uncertainty_score":0.8954654},"labels":[],"label_agreement":null},{"id":"W4391775891","doi":"10.7554/elife.88762.2.sa3","title":"Author Response: Auditory confounds can drive online effects of transcranial ultrasonic stimulation in humans","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Stimulation; Neuroscience; Psychology; Audiology; Ultrasonic sensor; Transcranial magnetic stimulation; Communication; Computer science; Acoustics; Physics; Medicine","score_opus":0.03776110690740394,"score_gpt":0.4030819740060673,"score_spread":0.3653208670986634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391775891","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20246276,0.060445674,0.00015902596,0.69777095,0.028562972,0.005920318,0.0011513865,0.0008108818,0.0027160437],"genre_scores_gemma":[0.3393497,0.0031691357,0.00022943292,0.00626942,0.0013795696,0.000101700825,0.0024782235,0.00007690303,0.6469459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978918,0.00018389033,0.0007977315,0.00046888104,0.00036254406,0.00029519296],"domain_scores_gemma":[0.9984506,0.00054711715,0.00020774346,0.00047461488,0.00019383997,0.00012612714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000581251,0.00033350132,0.0010753946,0.00072979135,0.000060652477,0.000007018224,0.00016684597,0.00085479155,0.002026544],"category_scores_gemma":[0.00048388235,0.00028691097,0.00022997438,0.0003174949,0.0002264099,0.000022159307,0.000015524472,0.0016012645,0.000040223447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034364287,0.0006057685,0.00017979034,0.023763342,0.0001470779,0.000036716785,0.0016015405,8.445637e-7,0.0003253709,0.00182929,0.96853,0.002636615],"study_design_scores_gemma":[0.0013890043,0.000978661,0.060122687,0.016479578,0.0007478852,0.000011298018,0.00012209282,0.000012250008,0.00007095857,0.00037497786,0.91940874,0.00028188343],"about_ca_topic_score_codex":0.00034436674,"about_ca_topic_score_gemma":0.0038057168,"teacher_disagreement_score":0.6915015,"about_ca_system_score_codex":0.0004092654,"about_ca_system_score_gemma":0.002024374,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W4391786890","doi":"10.7554/elife.88762.2","title":"Auditory confounds can drive online effects of transcranial ultrasonic stimulation in humans","year":2024,"lang":"en","type":"preprint","venue":"eLife","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Boehringer Ingelheim Stiftung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Stimulation; Neuroscience; Transcranial magnetic stimulation; Psychology; Ultrasonic sensor; Brain stimulation; Acoustics; Physics","score_opus":0.01855907503929935,"score_gpt":0.34352620267957407,"score_spread":0.3249671276402747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391786890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172515,0.0011854394,0.000050378443,0.002219832,0.0034843823,0.0006880492,0.00006917984,0.00015318114,0.00042442832],"genre_scores_gemma":[0.99659425,0.0004961309,0.00017650668,0.00054711703,0.0010551326,0.000035308647,0.00037273616,0.000027594182,0.00069523195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875915,0.000045055338,0.00044489474,0.00033373406,0.00022682689,0.00019036439],"domain_scores_gemma":[0.9992475,0.00011696793,0.0001319435,0.00032987143,0.000091246286,0.00008248426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014369488,0.00019779241,0.00050618127,0.0004071714,0.00003877605,0.000006952025,0.000113630755,0.0005856787,0.00017127818],"category_scores_gemma":[0.00009826647,0.0001916762,0.00012779186,0.00010415823,0.00015323763,0.000009749885,0.0000445604,0.0015515807,0.000017974391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022960266,0.018731037,0.31964394,0.10625392,0.0036645078,0.0006849399,0.23976053,0.0017434387,0.041910008,0.130601,0.08513146,0.04957919],"study_design_scores_gemma":[0.0024912304,0.00058832974,0.9798071,0.003586666,0.00040200775,0.000005126045,0.0004918384,0.00023727179,0.0018309874,0.0049225274,0.0052898233,0.00034708733],"about_ca_topic_score_codex":0.00028620305,"about_ca_topic_score_gemma":0.0013348712,"teacher_disagreement_score":0.66016316,"about_ca_system_score_codex":0.00023950338,"about_ca_system_score_gemma":0.0009831325,"threshold_uncertainty_score":0.78163284},"labels":[],"label_agreement":null},{"id":"W4391787029","doi":"10.7554/elife.88762.2.sa2","title":"eLife Assessment: Auditory confounds can drive online effects of transcranial ultrasonic stimulation in humans","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Boehringer Ingelheim Stiftung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Stimulation; Transcranial magnetic stimulation; Psychology; Ultrasonic sensor; Audiology; Computer science; Neuroscience; Communication; Acoustics; Medicine; Physics","score_opus":0.026507059280868835,"score_gpt":0.39978621952911175,"score_spread":0.3732791602482429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391787029","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16802062,0.14658172,0.0010602842,0.5391646,0.076211974,0.016514994,0.0028535295,0.0020346565,0.04755761],"genre_scores_gemma":[0.6745474,0.038906846,0.0007148489,0.015638823,0.0032233987,0.00018789258,0.01052753,0.00012617758,0.25612712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979615,0.000081444734,0.00079905166,0.00045269227,0.000420578,0.00028472638],"domain_scores_gemma":[0.99878067,0.00024628328,0.00022781636,0.00042143953,0.00020652526,0.00011727816],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028956693,0.00033409073,0.0011153168,0.0005566207,0.000057038924,0.00000808716,0.00016036668,0.0007029403,0.0019609109],"category_scores_gemma":[0.00011368908,0.0002877678,0.00022676501,0.00026093746,0.00018217563,0.000027138558,0.000016025768,0.0016801523,0.000024496323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003367015,0.0012568942,0.0010985489,0.04605588,0.00030393104,0.000033450495,0.0009751324,0.000002148233,0.00016834497,0.0077085416,0.93685335,0.005510101],"study_design_scores_gemma":[0.0021503477,0.00091590936,0.08817311,0.02212015,0.0012708937,0.000009334532,0.00014181345,0.000043831977,0.00004432061,0.0005361011,0.8841967,0.00039748536],"about_ca_topic_score_codex":0.00050251844,"about_ca_topic_score_gemma":0.005034193,"teacher_disagreement_score":0.5235258,"about_ca_system_score_codex":0.00042982696,"about_ca_system_score_gemma":0.0019875197,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W4392306706","doi":"10.4236/jbbs.2024.142006","title":"The Relation between Mental Workload and Face Temperature in Flight Simulation","year":2024,"lang":"en","type":"article","venue":"Journal of Behavioral and Brain Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Workload; Relation (database); Face (sociological concept); Psychology; Computer science; Sociology; Data mining","score_opus":0.03882672601947203,"score_gpt":0.4073682908358531,"score_spread":0.36854156481638106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392306706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98391753,0.0017503493,0.000010928629,0.013985791,0.00022977991,0.00006607295,7.979755e-7,0.00000689417,0.000031858304],"genre_scores_gemma":[0.9993274,0.0001749357,0.000080256665,0.000101517195,0.00007265597,4.006644e-7,4.3935543e-7,0.0000016056417,0.00024073875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995086,0.000012506882,0.00016769295,0.000078310855,0.00014962767,0.000083215775],"domain_scores_gemma":[0.9997452,0.0000727154,0.000045845576,0.00003986452,0.00003671404,0.00005966904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061647006,0.000039047845,0.000075130774,0.00014688485,0.00022046112,0.00007055817,0.000044288696,0.000051840307,0.0000053157237],"category_scores_gemma":[0.000028464165,0.000021970705,0.000013867831,0.00022851225,0.00027140722,0.00021598987,0.000013174575,0.0002980232,6.260587e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008149815,0.00010611359,0.641895,0.00003942904,0.0000073850683,0.000025123814,0.0140516665,0.00000958241,0.022384537,0.0027787224,0.0009085252,0.3177124],"study_design_scores_gemma":[0.00020291172,0.00021587648,0.992638,0.00019365686,0.000014240453,0.000061012404,0.001181026,0.00014922123,0.00029637877,0.000550117,0.00446299,0.000034570723],"about_ca_topic_score_codex":0.0000025131667,"about_ca_topic_score_gemma":0.0000063218868,"teacher_disagreement_score":0.350743,"about_ca_system_score_codex":0.000046483117,"about_ca_system_score_gemma":0.00012020075,"threshold_uncertainty_score":0.1695631},"labels":[],"label_agreement":null},{"id":"W4392910156","doi":"10.46299/isg.p.2024.1.11","title":"ADVANCED TECHNOLOGIES FOR THE IMPLEMENTATION OF EDUCATIONAL INITIATIVES","year":2024,"lang":"en","type":"article","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Nacional Agraria La Molina; York University; Baki Dövlət Universiteti; Tsinghua University; Florida Institute of Technology; Lviv Polytechnic National University; DePaul University; Carnegie Mellon University; Ohio State University; Georgia Institute of Technology","keywords":"Computer science; Engineering management; Engineering","score_opus":0.03284856056120479,"score_gpt":0.452379638038473,"score_spread":0.4195310774772682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392910156","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46753603,0.011513365,0.0060059624,0.49552205,0.0016426905,0.0021815444,0.000069852525,0.00077890145,0.014749604],"genre_scores_gemma":[0.9963202,0.000303349,0.0020150656,0.00021307582,0.000034057415,0.00012663045,0.000019553641,0.0000034044747,0.00096469326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999735,0.0000023394696,0.00010316447,0.000067823625,0.00003527662,0.000056408117],"domain_scores_gemma":[0.9996037,0.00024407284,0.00002031794,0.000082060775,0.000043321797,0.000006523243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056954414,0.00003227573,0.000053796382,0.00008151563,0.00006030735,0.0000038046549,0.000036718287,0.000033808043,0.00074887264],"category_scores_gemma":[0.000041772713,0.00001883213,0.000028494724,0.000081703976,0.0000899562,0.00004175466,0.0000064374794,0.00006159778,0.0000063434104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010252126,0.000030626845,0.004887089,0.00012133597,0.000034313285,2.6621224e-8,0.0007310938,8.825398e-8,0.00028826098,0.8785841,0.006589424,0.10872342],"study_design_scores_gemma":[0.001047196,0.0007397913,0.40507275,0.00016556146,0.00016104245,0.000016380394,0.112990595,0.00008862341,0.052862328,0.16039489,0.26631108,0.00014978071],"about_ca_topic_score_codex":0.000004054558,"about_ca_topic_score_gemma":0.000017355087,"teacher_disagreement_score":0.7181892,"about_ca_system_score_codex":0.000018195838,"about_ca_system_score_gemma":0.0002014883,"threshold_uncertainty_score":0.81996304},"labels":[],"label_agreement":null},{"id":"W4393063330","doi":"10.3819/ccbr.2024.190013","title":"The Critical Human Elements in Using Artificial Intelligence in Comparative Cognition Studies","year":2024,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Comparative cognition; Animal cognition; Comparative psychology; Cognition; Cognitive science; Animal behavior; Psychology; Cognitive psychology; Artificial intelligence; Computer science; Biology; Zoology; Neuroscience","score_opus":0.6250194715759706,"score_gpt":0.6068960984091359,"score_spread":0.018123373166834655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393063330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94742894,0.045588683,0.0007168179,0.0010857992,0.00085203996,0.0028686507,0.000024934277,0.00010611388,0.0013280252],"genre_scores_gemma":[0.99526113,0.0031983673,0.0004185833,0.0002314847,0.00010742216,0.00063889404,0.000083842766,0.0000091834745,0.000051115432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978129,0.00033736945,0.0010356788,0.00035876042,0.00016804339,0.0002872017],"domain_scores_gemma":[0.999103,0.00031394907,0.00011479148,0.00016413922,0.0002335334,0.00007055999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007743608,0.00021369272,0.0006221025,0.00031100132,0.0003743775,0.000059784797,0.000089903464,0.0000928237,0.0002818987],"category_scores_gemma":[0.0001598029,0.0001575832,0.00009521626,0.00051012164,0.00060948153,0.00015176735,0.00003488515,0.0006786496,0.00022843164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062853005,0.011164032,0.02262317,0.0031593188,0.00033131606,0.00035850017,0.07083389,0.000004349112,0.016358057,0.60859394,0.008090272,0.2578546],"study_design_scores_gemma":[0.003476195,0.004459169,0.24015614,0.04624286,0.0046948628,0.0004312626,0.19947712,0.0042825653,0.030919747,0.32973316,0.13253705,0.0035898366],"about_ca_topic_score_codex":0.000005864785,"about_ca_topic_score_gemma":0.0004427545,"teacher_disagreement_score":0.27886078,"about_ca_system_score_codex":0.0002257877,"about_ca_system_score_gemma":0.00010818325,"threshold_uncertainty_score":0.64260566},"labels":[],"label_agreement":null},{"id":"W4399209544","doi":"10.31234/osf.io/9fh4x","title":"Impaired prosodic processing but not hearing function is associated with reduced recognition of AI speech in older adults","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Audiology; Hearing impaired; Speech recognition; Psychology; Computer science; Medicine","score_opus":0.043494826622017826,"score_gpt":0.32530290171787113,"score_spread":0.2818080750958533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399209544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260134,0.00019998306,0.000040806557,0.0038291025,0.00042959946,0.0011566874,0.00002614178,0.00036351598,0.0013528488],"genre_scores_gemma":[0.9961873,0.000041197345,0.0004022622,0.0009014713,0.00010638779,0.000115480885,0.00031625346,0.00003579405,0.001893824],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840003,0.000034054596,0.0005340605,0.000531835,0.00025098276,0.0002490582],"domain_scores_gemma":[0.9990574,0.000021523156,0.00025846134,0.0002553564,0.00033395455,0.00007332084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003234328,0.00023198448,0.0004997789,0.00058311096,0.000067062865,0.000026186302,0.000067211346,0.00068934413,0.00039459218],"category_scores_gemma":[0.00009075951,0.00019026287,0.00007519636,0.00030739518,0.00009384339,0.000048829563,0.000085624706,0.001798373,0.000020050877],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009600205,0.008635304,0.17258668,0.047663454,0.0012151618,0.00015135095,0.06212315,0.000008069871,0.0085098455,0.00055841054,0.014633005,0.6743154],"study_design_scores_gemma":[0.0067064273,0.0017131034,0.8297214,0.060921844,0.00093231583,0.00010502935,0.007684279,0.0014657888,0.074597314,0.015048612,0.00007163402,0.0010322544],"about_ca_topic_score_codex":0.0002742096,"about_ca_topic_score_gemma":0.0002612739,"teacher_disagreement_score":0.6732831,"about_ca_system_score_codex":0.0003339902,"about_ca_system_score_gemma":0.0011727652,"threshold_uncertainty_score":0.7813136},"labels":[],"label_agreement":null},{"id":"W4399209577","doi":"10.1007/978-3-031-63031-6_3","title":"Assessing Cognitive Workload of Aircraft Pilots Through Face Temperature","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"","keywords":"Workload; Computer science; Aeronautics; Face (sociological concept); Cognition; Simulation; Human–computer interaction; Operating system; Engineering; Psychology","score_opus":0.04067718859045202,"score_gpt":0.3550237774663058,"score_spread":0.3143465888758538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399209577","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04956615,0.024215586,0.82402134,0.017013416,0.0109926695,0.0023088169,0.000061731866,0.00082732557,0.07099297],"genre_scores_gemma":[0.97617286,0.0002460877,0.017968385,0.0026229674,0.000490639,0.000004941845,0.000015766143,0.00003142884,0.002446901],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99819773,0.0000101864625,0.0003689531,0.00070804375,0.00040095637,0.0003141084],"domain_scores_gemma":[0.9989154,0.00023550336,0.00015723001,0.00038787123,0.00022159796,0.000082444734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555996,0.00030209945,0.0005201002,0.00048361332,0.0001575165,0.00009384774,0.00030813558,0.0005566095,0.00012909398],"category_scores_gemma":[0.00007939266,0.0002448992,0.000097903205,0.00032896214,0.0011676183,0.00017090187,0.00016057557,0.0016650688,0.000039925664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001398953,0.0005062187,0.002563833,0.0025764552,0.00023189904,0.00037551744,0.019677706,0.00045909872,0.0016515857,0.06354955,0.00060866406,0.9076596],"study_design_scores_gemma":[0.0027413084,0.002546187,0.013917702,0.060251363,0.0006240959,0.0008527652,0.00014235733,0.0033970564,0.02530549,0.87286973,0.014716284,0.002635644],"about_ca_topic_score_codex":0.000008537497,"about_ca_topic_score_gemma":0.000021616705,"teacher_disagreement_score":0.9266067,"about_ca_system_score_codex":0.0001644652,"about_ca_system_score_gemma":0.00093154697,"threshold_uncertainty_score":0.9986699},"labels":[],"label_agreement":null},{"id":"W4399738996","doi":"10.21203/rs.3.rs-4442638/v1","title":"The relationship of heart rate variability measures with trait emotional intelligence in the presence of acute mental stress","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Trait; Mental stress; Emotional intelligence; Psychology; Heart rate variability; Stress (linguistics); Clinical psychology; Cardiology; Heart rate; Developmental psychology; Medicine; Internal medicine; Blood pressure; Computer science; Philosophy","score_opus":0.13915097056100048,"score_gpt":0.46557332211275587,"score_spread":0.32642235155175536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399738996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604191,0.00090322393,0.00013850439,0.03430215,0.00023455093,0.002152572,0.000308096,0.000032667776,0.0015091096],"genre_scores_gemma":[0.99891186,0.00029699897,0.00017554824,0.000022742946,0.000055406927,0.00014258297,0.00006722933,0.000009253683,0.00031840146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713445,0.0010405133,0.00040990065,0.00031053153,0.0008487196,0.00025588393],"domain_scores_gemma":[0.9962915,0.002425811,0.000090778,0.00069033506,0.00044665072,0.00005491936],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005755631,0.00011619446,0.00024398154,0.000255046,0.00022761241,0.000027476537,0.00042609163,0.00021897616,0.00009764315],"category_scores_gemma":[0.0011070407,0.000061254905,0.00008242829,0.0004382543,0.00114397,0.000021938175,0.00022992863,0.0026802525,0.0000050465565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012293542,0.0015480649,0.51553,0.0055718035,0.0003705458,0.000014257525,0.028316153,0.00010070347,0.00015463406,0.43683207,0.00490057,0.005431867],"study_design_scores_gemma":[0.00013970987,0.00035951124,0.90629715,0.002294948,0.000038093673,0.0000108123495,0.005499261,0.00014883991,0.00048609087,0.08409054,0.00056807866,0.00006697261],"about_ca_topic_score_codex":0.00019712144,"about_ca_topic_score_gemma":0.00032893356,"teacher_disagreement_score":0.3907672,"about_ca_system_score_codex":0.00013107069,"about_ca_system_score_gemma":0.0014135605,"threshold_uncertainty_score":0.9996206},"labels":[],"label_agreement":null},{"id":"W4400286146","doi":"10.1121/10.0027739","title":"Analysis of physiological measures around conversational state changes","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"State (computer science); Environmental science; Psychology; Computer science; Programming language","score_opus":0.042296861992423176,"score_gpt":0.334330221626647,"score_spread":0.29203335963422383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400286146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8847802,0.0024445034,0.04239061,0.069500566,0.00050904084,0.00017035835,0.000040760387,0.000029181638,0.00013476152],"genre_scores_gemma":[0.99498165,0.001408501,0.0015447277,0.0018186496,0.000108158616,4.6643953e-7,0.0000013062149,0.0000036441597,0.00013288687],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99920523,0.0000691297,0.00027019708,0.000055288878,0.0003008041,0.000099357225],"domain_scores_gemma":[0.99905574,0.0003616459,0.00022605267,0.0001449539,0.0001673565,0.000044241093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043432426,0.00006302684,0.00032630336,0.000052868716,0.00007501601,0.000003741652,0.0001760493,0.00005702084,0.0002156544],"category_scores_gemma":[0.000121926794,0.000028373679,0.00037176057,0.00040827383,0.0008916056,0.000018246741,0.000033812885,0.00038810165,0.0000014896933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002566779,0.0036616558,0.034960505,0.0019124581,0.04811262,0.00000945044,0.054206397,0.014617717,0.22314693,0.0021961525,0.43340987,0.18119946],"study_design_scores_gemma":[0.0015935774,0.0038565942,0.7123236,0.00074289064,0.025060818,0.00014320915,0.035187427,0.16226994,0.006060514,0.016812269,0.035551865,0.00039729287],"about_ca_topic_score_codex":0.000015012258,"about_ca_topic_score_gemma":8.8273526e-7,"teacher_disagreement_score":0.6773631,"about_ca_system_score_codex":0.000045505207,"about_ca_system_score_gemma":0.0001672864,"threshold_uncertainty_score":0.32851583},"labels":[],"label_agreement":null},{"id":"W4400931452","doi":"10.52362/ijiems.v2i2.1208","title":"Application of the Certainty Factor Method for Diagnosing Mental Illness Disease","year":2023,"lang":"en","type":"article","venue":"International Journal of Informatics Economics Management and Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Certainty; Mental illness; Mental disease; Disease; Factor (programming language); Psychiatry; Psychology; Medicine; Computer science; Mental health; Epistemology; Internal medicine; Philosophy","score_opus":0.021369950854075965,"score_gpt":0.35260201326631857,"score_spread":0.3312320624122426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400931452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97034854,0.000013176568,0.022433627,0.0054431795,0.0009879551,0.00028760766,0.000019204701,0.000007806407,0.0004588803],"genre_scores_gemma":[0.99400085,0.00031847434,0.0050722603,0.0004769893,0.00003813388,0.0000059996482,0.0000038041908,0.0000019216075,0.00008157882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994502,0.0000031220263,0.0003203352,0.000039299517,0.000118925,0.00006810364],"domain_scores_gemma":[0.99935746,0.00004670551,0.00032770314,0.000077931145,0.0001406243,0.00004958194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004294286,0.000037599606,0.000077473276,0.00026203293,0.00011201226,0.00002779117,0.00025134298,0.000013128423,0.0000048099955],"category_scores_gemma":[0.000053715827,0.000026532092,0.000043830096,0.00008696732,0.00013227334,0.00019007619,0.000076557204,0.00004906553,9.741124e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002891022,0.0001990093,0.11608022,0.00037675392,0.00023063402,0.0000010769254,0.009372339,0.0012354444,0.00016034445,0.48208657,0.0028650935,0.3871034],"study_design_scores_gemma":[0.0025021504,0.00014490771,0.6754082,0.0002274918,0.00010367437,0.000034081142,0.009739523,0.18566677,0.0024585486,0.033429056,0.09009152,0.00019406439],"about_ca_topic_score_codex":0.0000011999549,"about_ca_topic_score_gemma":8.596419e-7,"teacher_disagreement_score":0.559328,"about_ca_system_score_codex":0.000075240365,"about_ca_system_score_gemma":0.00008204104,"threshold_uncertainty_score":0.10819473},"labels":[],"label_agreement":null},{"id":"W4401907488","doi":"10.7554/elife.88762.3.sa3","title":"Author response: Auditory confounds can drive online effects of transcranial ultrasonic stimulation in humans","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Psychology; Stimulation; Transcranial magnetic stimulation; Neuroscience; Audiology; Brain stimulation; Communication; Medicine","score_opus":0.03776110690740394,"score_gpt":0.4030819740060673,"score_spread":0.3653208670986634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401907488","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20246276,0.060445674,0.00015902596,0.69777095,0.028562972,0.005920318,0.0011513865,0.0008108818,0.0027160437],"genre_scores_gemma":[0.3393497,0.0031691357,0.00022943292,0.00626942,0.0013795696,0.000101700825,0.0024782235,0.00007690303,0.6469459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978918,0.00018389033,0.0007977315,0.00046888104,0.00036254406,0.00029519296],"domain_scores_gemma":[0.9984506,0.00054711715,0.00020774346,0.00047461488,0.00019383997,0.00012612714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000581251,0.00033350132,0.0010753946,0.00072979135,0.000060652477,0.000007018224,0.00016684597,0.00085479155,0.002026544],"category_scores_gemma":[0.00048388235,0.00028691097,0.00022997438,0.0003174949,0.0002264099,0.000022159307,0.000015524472,0.0016012645,0.000040223447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034364287,0.0006057685,0.00017979034,0.023763342,0.0001470779,0.000036716785,0.0016015405,8.445637e-7,0.0003253709,0.00182929,0.96853,0.002636615],"study_design_scores_gemma":[0.0013890043,0.000978661,0.060122687,0.016479578,0.0007478852,0.000011298018,0.00012209282,0.000012250008,0.00007095857,0.00037497786,0.91940874,0.00028188343],"about_ca_topic_score_codex":0.00034436674,"about_ca_topic_score_gemma":0.0038057168,"teacher_disagreement_score":0.6915015,"about_ca_system_score_codex":0.0004092654,"about_ca_system_score_gemma":0.002024374,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W4402454943","doi":"10.11159/icmie24.144","title":"Robot Interactive Motion Design for Enhancing Mental Well-being","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Motion (physics); Human–computer interaction; Robot; Artificial intelligence","score_opus":0.011055581256622034,"score_gpt":0.26930161168098526,"score_spread":0.2582460304243632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402454943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928896,0.000038329592,0.00033876346,0.0018934228,0.003573562,0.0007542441,0.0000076950955,0.00027902686,0.00022539377],"genre_scores_gemma":[0.9957636,0.00006667209,0.0033726334,0.000110270536,0.00026547743,0.00006717888,0.0000040557597,0.000026037764,0.00032410258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992597,0.000002148406,0.00023528658,0.0002323744,0.0000928332,0.00017764048],"domain_scores_gemma":[0.9996815,0.00007781236,0.000058555375,0.00006412723,0.000054262273,0.000063794236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016817501,0.00014071296,0.00022481935,0.00012746548,0.000073902294,0.000055669505,0.000099302684,0.00009135669,0.000049085425],"category_scores_gemma":[0.00006647247,0.00010663868,0.000067465706,0.00010096418,0.000040427956,0.000101977974,0.000055013035,0.00021645415,0.0000016026248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019156325,0.00004285155,0.000002286208,0.0006417632,0.00004063748,2.1780463e-7,0.00005814361,0.0000033895585,0.9636899,0.033540934,0.0010595053,0.00072877447],"study_design_scores_gemma":[0.0002965052,0.00009064818,0.000006897242,0.0012459253,0.00004986218,0.000011354162,0.00008608995,0.0017393592,0.9910707,0.0014994824,0.0038047398,0.00009846715],"about_ca_topic_score_codex":9.891423e-7,"about_ca_topic_score_gemma":2.7770025e-7,"teacher_disagreement_score":0.03204145,"about_ca_system_score_codex":0.00007256892,"about_ca_system_score_gemma":0.000016764414,"threshold_uncertainty_score":0.43485993},"labels":[],"label_agreement":null},{"id":"W4402457619","doi":"10.33425/2641-4317.1194","title":"Improvement of Mental Health and Anxiety with Haptic Technology Patch Utilization: Interim Results from an Exploratory Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Psychiatry Research","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interim; Mental health; Anxiety; Exploratory research; Psychology; Applied psychology; Psychiatry; Medicine; Political science; Sociology","score_opus":0.10242229651338654,"score_gpt":0.4794993609395706,"score_spread":0.37707706442618405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402457619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469913,0.0023579916,0.00013920704,0.048761297,0.0013169264,0.0002789217,0.000046993795,0.000026672842,0.000080683996],"genre_scores_gemma":[0.997002,0.0011191719,0.001162191,0.00024940234,0.00034274173,0.0000068058507,0.00003086135,0.000012555569,0.00007423881],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983182,0.00007800349,0.0005813866,0.00022027559,0.000651362,0.00015076512],"domain_scores_gemma":[0.9987903,0.00003889385,0.00018149108,0.00018915827,0.00064469996,0.0001554304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010266174,0.000087456065,0.00020879986,0.0008833286,0.00008885912,0.00003660047,0.00023821829,0.00007816346,0.00008901247],"category_scores_gemma":[0.000052424857,0.000064711945,0.000032239237,0.0002612962,0.00021487322,0.00015260724,0.00006609654,0.00068710605,0.0000030401939],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009015352,0.007873605,0.69099665,0.00029564672,0.0018170835,0.00008821521,0.060845852,0.0000012217492,0.0020747453,0.016468516,0.019039303,0.1914838],"study_design_scores_gemma":[0.021852594,0.08788665,0.13210624,0.00654599,0.00016381705,0.0013032957,0.65735406,0.00072963745,0.0019994723,0.032136578,0.057368826,0.00055283547],"about_ca_topic_score_codex":0.00005934307,"about_ca_topic_score_gemma":0.00050133164,"teacher_disagreement_score":0.5965082,"about_ca_system_score_codex":0.00015827816,"about_ca_system_score_gemma":0.0014535902,"threshold_uncertainty_score":0.2985172},"labels":[],"label_agreement":null},{"id":"W4402464080","doi":"10.11159/mhci24.109","title":"Effective Guidance Information as a Means to Reduce the Cognitive Cost of Secondary Tasks While Driving","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Cognition; Human–computer interaction; Psychology","score_opus":0.00730234630762362,"score_gpt":0.2611857338944783,"score_spread":0.2538833875868547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402464080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935634,0.0007556752,0.0008478388,0.0014924534,0.0011522139,0.00081493275,0.0000033087763,0.00007082051,0.0012993569],"genre_scores_gemma":[0.9994602,0.00001704278,0.00006988667,0.00016059019,0.000068986505,0.000038295744,1.5756542e-7,0.0000031896504,0.00018165394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993757,0.0000036743772,0.00017055483,0.00014141313,0.00017099941,0.00013765947],"domain_scores_gemma":[0.99951935,0.0001300531,0.000057599387,0.00005383919,0.00017188028,0.000067287816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036559277,0.000077711506,0.00015140738,0.00024546435,0.00013496909,0.00007876852,0.00013046376,0.000028312938,9.2223326e-7],"category_scores_gemma":[0.00010446548,0.000045415403,0.000021469514,0.0006605158,0.00015448518,0.00013345458,0.00005404578,0.00024312425,7.608511e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019148774,0.00014114223,0.0082811145,0.003143864,0.00017244196,0.0000016510871,0.009507542,0.00041398616,0.008852609,0.61868566,0.0074361367,0.34317234],"study_design_scores_gemma":[0.0013950465,0.0025501736,0.24307352,0.016046578,0.00016954305,0.00040962372,0.0010409399,0.6342958,0.047463033,0.00040453728,0.052552298,0.0005988977],"about_ca_topic_score_codex":0.000010099817,"about_ca_topic_score_gemma":6.5148066e-7,"teacher_disagreement_score":0.6338818,"about_ca_system_score_codex":0.000034225603,"about_ca_system_score_gemma":0.00007350995,"threshold_uncertainty_score":0.18519863},"labels":[],"label_agreement":null},{"id":"W4402796515","doi":"10.7554/elife.91243.2.sa4","title":"eLife Assessment: Foothold selection during locomotion in uneven terrain: Results from the integration of eye tracking, motion capture, and photogrammetry","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health","keywords":"Terrain; Photogrammetry; Computer vision; Artificial intelligence; Tracking (education); Selection (genetic algorithm); Motion (physics); Computer science; Computer graphics (images); Eye tracking; Geography; Cartography; Psychology","score_opus":0.048608881280816876,"score_gpt":0.39212701368145547,"score_spread":0.3435181324006386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402796515","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41682985,0.056254543,0.005659283,0.48221296,0.009854936,0.008814329,0.0015056564,0.0010751059,0.017793333],"genre_scores_gemma":[0.9478877,0.010684681,0.00072346505,0.0023484451,0.00051559776,0.00009241207,0.004699852,0.00004169168,0.03300612],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99817467,0.00012390784,0.00077066023,0.00045860253,0.00029172667,0.00018042185],"domain_scores_gemma":[0.999027,0.000094568146,0.00034719237,0.0003082628,0.00017013434,0.000052810046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006646265,0.00024813868,0.00052747055,0.00039174623,0.0000974397,0.000029510287,0.00009586156,0.0005581485,0.000202178],"category_scores_gemma":[0.00025082676,0.00017056857,0.00010473725,0.00040130626,0.00009646076,0.000065948756,0.000032532094,0.0015030401,0.0000050620506],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028996286,0.0010511483,0.012144197,0.011592731,0.00035701803,0.00001040265,0.00877808,0.0000028376137,0.0013947746,0.0020682758,0.80162096,0.16068959],"study_design_scores_gemma":[0.0028397087,0.00036543855,0.6475872,0.028593317,0.0010080676,0.000046802914,0.0033467973,0.0007196128,0.001564738,0.0022816109,0.31108254,0.00056418683],"about_ca_topic_score_codex":0.004876406,"about_ca_topic_score_gemma":0.009878432,"teacher_disagreement_score":0.635443,"about_ca_system_score_codex":0.00026012224,"about_ca_system_score_gemma":0.00021476543,"threshold_uncertainty_score":0.73717},"labels":[],"label_agreement":null},{"id":"W4403176952","doi":"10.24919/2308-4863/77-3-15","title":"THE CREATIVITY OF THE COMPOSER OF THE CHERNIGOV REGION LARISA DYAKONENKO IN THE MUSICAL ART OF UKRAINE AT THE END OF THE 20TH – FIRST QUARTER OF THE 21ST CENTURY","year":2024,"lang":"en","type":"article","venue":"Humanities science current issues","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Creativity; Quarter (Canadian coin); Musical; Art; Visual arts; History; Psychology; Archaeology","score_opus":0.06122137793079751,"score_gpt":0.34437738282467106,"score_spread":0.28315600489387355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403176952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96558934,0.005416545,9.2771944e-7,0.022152003,0.0014937839,0.00074189506,0.000037878588,0.0000122118845,0.00455539],"genre_scores_gemma":[0.99727887,0.0013171014,0.0000016485048,0.00021274763,0.00010397082,0.000018932997,0.0000019006623,0.000007039633,0.001057809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99786824,0.0003317925,0.0005128903,0.0002156175,0.0008223764,0.00024907236],"domain_scores_gemma":[0.9975897,0.0005811593,0.00042407538,0.0012042037,0.0001809571,0.000019903853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013802437,0.00015739398,0.0002876086,0.000070051006,0.0008802034,0.000027810296,0.0015386525,0.00006636228,0.0001668111],"category_scores_gemma":[0.00023079517,0.00004943637,0.00021875244,0.00053026277,0.009754199,0.00007959908,0.0003131286,0.0006101347,0.0000021892363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013104141,0.0015528732,0.117790826,0.0013347444,0.00009051406,5.3692463e-7,0.3397273,0.00001088803,0.0027639898,0.5011438,0.032096483,0.0033569704],"study_design_scores_gemma":[0.00040217748,0.00021580873,0.6195098,0.0017085786,0.00014608183,0.0000152324865,0.065416455,0.00007942138,0.009232584,0.0033950252,0.29975298,0.00012583572],"about_ca_topic_score_codex":0.0002391711,"about_ca_topic_score_gemma":0.002112141,"teacher_disagreement_score":0.501719,"about_ca_system_score_codex":0.00008137623,"about_ca_system_score_gemma":0.00030352589,"threshold_uncertainty_score":0.99294066},"labels":[],"label_agreement":null},{"id":"W4403924825","doi":"","title":"The Role of Music in Work Activities","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Centre for Advanced MNT Products (Canada)","funders":"","keywords":"Work (physics); Visual arts; Computer science; Art; Engineering; Mechanical engineering","score_opus":0.32555985950387395,"score_gpt":0.5755077808361888,"score_spread":0.24994792133231486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403924825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612231,0.022802807,0.000006772902,0.00074074045,0.00052223966,0.0002965564,0.0000041493436,0.000023088469,0.014380509],"genre_scores_gemma":[0.9945712,0.00420716,0.00006628437,0.000286336,0.000119603326,0.000023014618,0.0000029968517,0.000016478558,0.0007069024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986123,0.000118551034,0.0005343703,0.00016489245,0.00032925312,0.00024066503],"domain_scores_gemma":[0.99858725,0.0002533384,0.00045020125,0.00038274986,0.00016007475,0.00016640847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011140243,0.000133533,0.00047699624,0.00052048464,0.00014817034,0.00011116045,0.00089039013,0.00012241663,0.0021701138],"category_scores_gemma":[0.0003072658,0.000095255135,0.00007813119,0.0005858869,0.00027951458,0.0004286319,0.00022606464,0.00050977484,0.00000784718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038914365,0.00034005978,0.92101216,0.000036688347,0.000060594874,0.000004287063,0.0015924923,0.000003633821,0.0022114685,0.0016006881,0.031462,0.04128676],"study_design_scores_gemma":[0.0005997595,0.000023127921,0.8986402,0.00033952767,0.00003312421,0.0000081104745,0.0033149912,0.0000034205034,0.009294979,0.025261419,0.06236245,0.000118891214],"about_ca_topic_score_codex":0.0003064292,"about_ca_topic_score_gemma":0.00016187088,"teacher_disagreement_score":0.04116787,"about_ca_system_score_codex":0.00009898803,"about_ca_system_score_gemma":0.00042461077,"threshold_uncertainty_score":0.99874204},"labels":[],"label_agreement":null},{"id":"W4405072839","doi":"10.1088/1755-1315/1415/1/012035","title":"A flight situation advisory system for uninterrupted and efficient air transportation","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Solana Networks (Canada)","funders":"","keywords":"Crew; Aviation; Air traffic control; Risk analysis (engineering); Reliability (semiconductor); Transport engineering; Air traffic management; Operations research; Computer science; Aeronautics; Engineering; Systems engineering; Computer security; Business","score_opus":0.016610725911337124,"score_gpt":0.2595717158136216,"score_spread":0.24296098990228449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405072839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745846,0.00032866892,0.00046373592,0.0008944822,0.000188584,0.00026123607,0.000029450008,0.00007627122,0.00029913537],"genre_scores_gemma":[0.99893415,0.00013001445,0.0003275284,0.00007572984,0.000020693093,0.000018955641,0.000043218002,0.000003696663,0.0004460149],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99939567,0.00000494572,0.00011156215,0.00023931178,0.00010680418,0.00014170249],"domain_scores_gemma":[0.999784,0.000012497502,0.000020935919,0.00007197837,0.000008806221,0.00010176823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012027114,0.00007355471,0.00008926268,0.0000910738,0.00024183506,0.000031419735,0.00003422542,0.00004566435,0.000049682625],"category_scores_gemma":[0.0000054304255,0.000060704857,0.000014641375,0.000073183524,0.0006946359,0.00013285635,0.000007356772,0.00007318488,0.000005700863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005830927,0.0002958505,0.01264305,0.0021907126,0.00005164656,0.00002433916,0.038399886,0.00003432832,0.5263244,0.18904428,0.0001111297,0.23029728],"study_design_scores_gemma":[0.0007807229,0.0010016733,0.8535323,0.00044825667,0.00007899564,0.000121345896,0.01843231,0.0053689494,0.10571703,0.00029232883,0.013958022,0.00026802474],"about_ca_topic_score_codex":0.000007797583,"about_ca_topic_score_gemma":0.00002154354,"teacher_disagreement_score":0.8408893,"about_ca_system_score_codex":0.00003283325,"about_ca_system_score_gemma":0.00008355085,"threshold_uncertainty_score":0.2559415},"labels":[],"label_agreement":null},{"id":"W4405261352","doi":"10.51793/os.2024.27.11.015","title":"Gamma rhythm in patients with ischemic stroke","year":2024,"lang":"ru","type":"article","venue":"Лечащий врач","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Audiology; Electroencephalography; Cognition; Brain activity and meditation; Montreal Cognitive Assessment; Medicine; Neuroscience; Psychiatry; Cognitive impairment","score_opus":0.010648002421052287,"score_gpt":0.2837899274379924,"score_spread":0.2731419250169401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405261352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684869,0.00424265,0.000017225504,0.0031172936,0.001627542,0.0005010899,0.00006477038,0.00023785347,0.02170468],"genre_scores_gemma":[0.9726079,0.0003298938,0.00010221927,0.0007546247,0.0004321723,0.000026897143,0.00009788959,0.000044185217,0.0256042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832916,0.000032410993,0.00038326238,0.00047546846,0.00026712287,0.0005125667],"domain_scores_gemma":[0.9991989,0.000069016096,0.00006554951,0.00042566188,0.00006756172,0.00017327613],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018151126,0.00025704317,0.00035938233,0.0004376117,0.00009973414,0.000041110496,0.00012650661,0.0003671354,0.0028164166],"category_scores_gemma":[0.000039325718,0.00021074097,0.00006550198,0.00033534417,0.00020878454,0.00011850724,0.000038989605,0.0011034821,0.0012435034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035948036,0.001029728,0.83835846,0.0011950489,0.00017795459,0.000109853354,0.0040180236,8.1962224e-7,0.00005252743,0.011669541,0.09141966,0.05160892],"study_design_scores_gemma":[0.0023569588,0.0008089611,0.59263563,0.0016583812,0.00013055716,0.00001543911,0.00074260065,0.000050332408,0.00035161403,0.0001683214,0.400738,0.0003432024],"about_ca_topic_score_codex":0.000048532795,"about_ca_topic_score_gemma":0.000085277155,"teacher_disagreement_score":0.30931833,"about_ca_system_score_codex":0.0002776088,"about_ca_system_score_gemma":0.00046683016,"threshold_uncertainty_score":0.99953413},"labels":[],"label_agreement":null},{"id":"W4405966931","doi":"10.1093/geroni/igae098.3478","title":"EFFECT OF EXERCISE OR MENTAL AND SOCIAL ACTIVITIES ON INTRAINDIVIDUAL VARIABILITY OF COGNITIVE PERFORMANCE IN STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognition; Psychology; Stroke (engine); Physical medicine and rehabilitation; Clinical psychology; Medicine; Neuroscience; Engineering","score_opus":0.023434972936527094,"score_gpt":0.3588138658843917,"score_spread":0.3353788929478646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405966931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988194,0.000022549975,0.000012142766,0.0003463264,0.00011953052,0.00021341637,0.000015086786,0.000017471782,0.00043406343],"genre_scores_gemma":[0.9998036,0.00002228746,0.000022703778,0.000043237047,0.000019573534,0.000016875445,0.000020645994,0.000003397965,0.00004769304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950665,0.000031791835,0.00022800732,0.00009258721,0.00007394348,0.00006701792],"domain_scores_gemma":[0.9996666,0.00022554125,0.000049521295,0.00003102365,0.000022507447,0.000004842225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069704565,0.000049602062,0.00015087384,0.0004760564,0.000025295692,0.0000033922754,0.000016376021,0.00005861041,0.000049746337],"category_scores_gemma":[0.000080847596,0.000040521933,0.000007858566,0.00035057825,0.00011406591,0.000058943904,0.000010177864,0.00021551641,3.426505e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007605466,0.0001797198,0.76764035,0.0027711266,0.000018742207,0.0000017792456,0.03134198,2.8987984e-7,0.0008808685,0.00967809,0.000031788964,0.1866947],"study_design_scores_gemma":[0.0020242992,0.00093900773,0.94442505,0.0033896284,0.0000271908,0.0000047649482,0.005588078,0.0001842532,0.0429226,0.00032931753,0.000076153316,0.00008964869],"about_ca_topic_score_codex":0.000005847534,"about_ca_topic_score_gemma":0.0000035483042,"teacher_disagreement_score":0.18660504,"about_ca_system_score_codex":0.00005238947,"about_ca_system_score_gemma":0.00008171221,"threshold_uncertainty_score":0.16524366},"labels":[],"label_agreement":null},{"id":"W4405981059","doi":"10.1093/geroni/igae098.3053","title":"THE LINK BETWEEN INTRAINDIVIDUAL VARIABILITY IN COGNITIVE PERFORMANCE AND MOBILITY IN CHRONIC STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chronic stroke; Link (geometry); Stroke (engine); Cognition; Psychology; Physical medicine and rehabilitation; Medicine; Neuroscience; Computer science; Computer network; Engineering","score_opus":0.04132870028383221,"score_gpt":0.3675603929058854,"score_spread":0.32623169262205315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405981059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915298,0.00021561673,0.000161577,0.0068792724,0.00014207615,0.000291508,0.0000055954583,0.000042680076,0.0007318556],"genre_scores_gemma":[0.9993936,0.0001030855,0.00004581774,0.00014249014,0.00017950297,0.00004126885,0.000023477587,0.0000043400896,0.0000664309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991243,0.00005390241,0.0003948368,0.00018876171,0.00007612585,0.00016210934],"domain_scores_gemma":[0.99940044,0.00040670316,0.000036415728,0.00009690822,0.000046345293,0.000013189729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024350244,0.00006404034,0.00011697053,0.00040891432,0.00006898042,0.00002187534,0.00004118031,0.00009614701,0.000028777746],"category_scores_gemma":[0.0003182791,0.000051910894,0.000006765928,0.0008061834,0.00015520745,0.000091689944,0.000023947352,0.0007252434,0.0000025988413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008277463,0.000015253749,0.72032046,0.00015555884,0.0000044389926,0.0000010990375,0.0022269064,0.0000010347275,0.000021388016,0.0074573853,0.00000947487,0.26977873],"study_design_scores_gemma":[0.00040755564,0.00004388408,0.992052,0.00039904483,0.000003850017,0.0000018603253,0.0006917842,0.0007050666,0.00015658766,0.003893921,0.0015960446,0.00004839351],"about_ca_topic_score_codex":0.000034746852,"about_ca_topic_score_gemma":0.00012757465,"teacher_disagreement_score":0.27173153,"about_ca_system_score_codex":0.000342556,"about_ca_system_score_gemma":0.00034694924,"threshold_uncertainty_score":0.31508622},"labels":[],"label_agreement":null},{"id":"W4407133477","doi":"10.25629/hc.2018.03.09","title":"РЕГУЛИРОВАНИЕ ПРОФЕССИОНАЛЬНОЙ ДЕЯТЕЛЬНОСТИ СПЕЦИАЛИСТОВ В ОБЛАСТИ ГИПНОЗА","year":2018,"lang":"ru","type":"article","venue":"Человеческий капитал.","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.03818920165652768,"score_gpt":0.3843802666220614,"score_spread":0.3461910649655337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407133477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6012406,0.009425632,0.0007208411,0.0303622,0.022359764,0.0023471771,0.00017758844,0.001958352,0.33140785],"genre_scores_gemma":[0.90687627,0.0016856514,0.0011112253,0.010806048,0.009292965,0.000078159355,0.00015331504,0.00019115202,0.06980524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933864,0.00027322926,0.0016019105,0.0016185313,0.00091083144,0.0022091393],"domain_scores_gemma":[0.9945559,0.0003022623,0.0006429661,0.0024827446,0.00081080035,0.0012053335],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0011593017,0.001064142,0.0014680728,0.0009926226,0.0016344105,0.00015905476,0.001071524,0.0017164017,0.053695135],"category_scores_gemma":[0.0006635468,0.0010303664,0.0004968841,0.001092824,0.002557132,0.0003505948,0.00034781703,0.0023233504,0.027433576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097577716,0.0045504584,0.10652375,0.0011021715,0.0008354638,0.00016487861,0.01480383,6.552356e-7,0.0013097784,0.099181786,0.6730201,0.09753132],"study_design_scores_gemma":[0.0041000103,0.0038629726,0.14459737,0.0008938233,0.0006905353,0.00022846907,0.0050903535,0.000117641095,0.004126124,0.007650367,0.82722735,0.001415],"about_ca_topic_score_codex":0.0003582695,"about_ca_topic_score_gemma":0.000777515,"teacher_disagreement_score":0.30563566,"about_ca_system_score_codex":0.0006141623,"about_ca_system_score_gemma":0.0017822515,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W4407933916","doi":"10.1016/j.brs.2024.12.386","title":"TMS-EEG markers of anxiety symptom state","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Electroencephalography; Psychology; Audiology; Medicine; Clinical psychology; Neuroscience; Psychiatry","score_opus":0.013979730683070844,"score_gpt":0.3372553052732239,"score_spread":0.32327557459015305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813817,0.00010392911,0.0026494742,0.0054343357,0.00024921968,0.00026585764,0.0000050753683,0.00009846355,0.009811925],"genre_scores_gemma":[0.99157566,0.00003447378,0.0007299363,0.0013154545,0.000016875601,0.0000051043853,0.000037615962,0.0000044425724,0.006280433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949586,0.00002128339,0.00019717039,0.000115671835,0.000074904216,0.00009509537],"domain_scores_gemma":[0.99957705,0.00008737379,0.00006324641,0.00017320384,0.000067954716,0.000031185766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016557662,0.0000576499,0.00012952738,0.00017226338,0.00006108434,0.0000031479194,0.000036329446,0.00008592703,0.00023298267],"category_scores_gemma":[0.000112515554,0.000054639953,0.000036871043,0.00015642609,0.00006492916,0.00003169565,0.000011366722,0.00010876911,0.000010403135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006070018,0.0003908342,0.7577245,0.00043379434,0.000104561375,8.8186334e-7,0.001151999,0.00020801113,0.003546542,0.042348146,0.059469633,0.13401404],"study_design_scores_gemma":[0.00075005833,0.00008051318,0.96593,0.000078092875,0.000021484002,0.0000010584184,0.00010200045,0.0008540782,0.00033547575,0.0039891717,0.02781542,0.000042634132],"about_ca_topic_score_codex":0.000015650323,"about_ca_topic_score_gemma":0.0000073249666,"teacher_disagreement_score":0.20820546,"about_ca_system_score_codex":0.000048636655,"about_ca_system_score_gemma":0.00014384369,"threshold_uncertainty_score":0.25509968},"labels":[],"label_agreement":null},{"id":"W4409281491","doi":"10.1016/j.biopsych.2025.02.203","title":"13. Associations Between Treatment and Multimodal Neuroimaging Markers Influence Large-Scale Psychiatric Brain Signatures and AI Performance","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Neuroimaging; Psychology; Neuroscience; Psychiatry","score_opus":0.014832501672548775,"score_gpt":0.3307010575940301,"score_spread":0.31586855592148133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409281491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96157396,0.00175079,0.0000509053,0.03509346,0.00035444912,0.000294283,0.000038676455,0.00012896239,0.0007145152],"genre_scores_gemma":[0.98909193,0.00058414665,0.0014203849,0.00840563,0.00013374725,0.000016755372,0.00004560911,0.00000527246,0.0002965027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990704,0.0000531729,0.0002360964,0.0003373523,0.000050996456,0.00025199],"domain_scores_gemma":[0.9995143,0.0001200116,0.00007070264,0.00015930044,0.00003292964,0.00010275256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601984,0.00015243524,0.00026141925,0.00016294276,0.00038831116,0.00001809025,0.00006327175,0.00026976722,0.000027930726],"category_scores_gemma":[0.00006941209,0.00011037507,0.000047493606,0.00018888115,0.00016054325,0.000047201283,0.0000351019,0.00037033635,0.000004350197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050215032,0.00019051983,0.99058336,0.000037203077,0.00003395105,2.0799271e-7,0.00009661834,5.798873e-7,0.000028753873,0.0015933246,0.0025892889,0.0047959727],"study_design_scores_gemma":[0.0010944032,0.00043689547,0.99029946,0.00003550719,0.000048648973,0.0000024305812,0.00015462862,0.000058711463,0.000004722029,0.0015249954,0.0062398873,0.000099689074],"about_ca_topic_score_codex":0.00001970985,"about_ca_topic_score_gemma":0.000032939246,"teacher_disagreement_score":0.027517993,"about_ca_system_score_codex":0.000047368052,"about_ca_system_score_gemma":0.00013037804,"threshold_uncertainty_score":0.45009646},"labels":[],"label_agreement":null},{"id":"W4409603714","doi":"10.61091/jcmcc127b-202","title":"Fuzzy Logic Decision Making Model and Risk Early Warning Mechanism in Mental Health Management of Higher Education Students","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Fuzzy logic; Mechanism (biology); Mental health; Warning system; Computer science; Artificial intelligence; Psychology; Psychiatry; Epistemology","score_opus":0.019556848535313334,"score_gpt":0.36268468208106197,"score_spread":0.34312783354574866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409603714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906614,0.0009115851,0.0011384629,0.0003375889,0.0060320194,0.00036431392,8.824968e-7,0.000014570941,0.00053918245],"genre_scores_gemma":[0.98604935,0.0007159079,0.012988446,0.00008243249,0.00011845613,0.0000019182726,8.0667667e-7,0.000010762688,0.00003192201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982976,0.000058467307,0.00093711837,0.00016044303,0.00036111823,0.00018530802],"domain_scores_gemma":[0.99860394,0.00013042153,0.0008734823,0.00014285403,0.00016374918,0.00008555712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012057021,0.00015327684,0.000582463,0.00040980813,0.00021397311,0.00004190258,0.00015727886,0.00013286411,0.0000031715558],"category_scores_gemma":[0.000051092753,0.00013733497,0.00006301531,0.00021649135,0.00005145706,0.00006953934,0.00016233294,0.0004689848,2.3313619e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018542518,0.0011919733,0.016235668,0.0005834788,0.0001031771,0.0000022109282,0.0019761038,0.000009582271,0.000013354747,0.9686368,0.0001172249,0.010945],"study_design_scores_gemma":[0.0040811254,0.00056234014,0.035636652,0.0033855855,0.00009717246,0.000012758364,0.0010181103,0.0006141157,0.00001684368,0.95440006,0.00007859047,0.00009663729],"about_ca_topic_score_codex":0.000009616702,"about_ca_topic_score_gemma":5.069091e-7,"teacher_disagreement_score":0.019400984,"about_ca_system_score_codex":0.00017174275,"about_ca_system_score_gemma":0.0002317897,"threshold_uncertainty_score":0.5600357},"labels":[],"label_agreement":null},{"id":"W4409793683","doi":"10.61091/jcmcc127a-179","title":"Research on Real-time Dynamic Adjustment Strategy of Industry-Teaching Integration Practical Training Process in Higher Vocational Education Based on Reinforcement Learning","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vocational education; Reinforcement learning; Reinforcement; Process (computing); Training (meteorology); Computer science; Industrial engineering; Mathematics education; Artificial intelligence; Psychology; Engineering; Pedagogy; Social psychology","score_opus":0.06906657358654729,"score_gpt":0.43478344197687724,"score_spread":0.36571686839032996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409793683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759646,0.000029070608,0.00032933764,0.0019479222,0.0037779277,0.00045357473,3.1588803e-7,0.000022666274,0.017474577],"genre_scores_gemma":[0.9984928,0.000015173787,0.0009537499,0.00006364452,0.0003444195,0.0000074029354,0.0000066194816,0.000012875627,0.0001033129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978034,0.00023341094,0.0009375495,0.00017591057,0.0006272656,0.00022244689],"domain_scores_gemma":[0.99752057,0.00095280417,0.0006456339,0.00015086643,0.00063293125,0.00009721396],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025674016,0.00015800301,0.00048186872,0.00086045935,0.00023105004,0.000040899904,0.000119270735,0.0003286537,0.000033168988],"category_scores_gemma":[0.0008680822,0.0001390419,0.00006232216,0.00036152024,0.000090766465,0.00008506649,0.000028078339,0.0023430667,0.0000010947962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005473426,0.0026404965,0.00022849892,0.00038213495,0.000042826447,0.0000028251352,0.0021578807,0.00093317946,0.00025236697,0.9774197,0.00018924207,0.015203526],"study_design_scores_gemma":[0.019978894,0.015739106,0.038931783,0.020426469,0.00032069237,0.000055120807,0.038732875,0.10114276,0.0017231547,0.7615863,0.00068160665,0.0006812121],"about_ca_topic_score_codex":0.000008625787,"about_ca_topic_score_gemma":3.3322806e-7,"teacher_disagreement_score":0.21583335,"about_ca_system_score_codex":0.0004058714,"about_ca_system_score_gemma":0.0019920224,"threshold_uncertainty_score":0.9999586},"labels":[],"label_agreement":null},{"id":"W4410245492","doi":"10.1101/2025.05.08.651182","title":"Alignment of human behavior, brain, and AI models in the high-level valence processing of complex social scenes","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Vlaamse regering; KU Leuven; Fonds Wetenschappelijk Onderzoek","keywords":"Valence (chemistry); Computer science; Cognitive science; Psychology; Artificial intelligence; Physics","score_opus":0.07207529737969122,"score_gpt":0.3376732063645514,"score_spread":0.2655979089848602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410245492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525124,0.0006188814,0.00031043464,0.0026570351,0.00014851768,0.0007464447,0.00019223108,0.00006115307,0.000014038939],"genre_scores_gemma":[0.9974164,0.0001160563,0.0013966264,0.00084379764,0.00008212946,0.000117868636,0.0000011776872,0.000017171002,0.0000087845865],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984775,0.000085864325,0.000553219,0.00039419666,0.0002615787,0.00022764965],"domain_scores_gemma":[0.9987643,0.000039589664,0.00037344126,0.00045864424,0.00031167897,0.000052360636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051025645,0.00023161358,0.00056131894,0.00031907338,0.00018262485,0.000020059311,0.0002948515,0.00040036865,0.000020738993],"category_scores_gemma":[0.00003834583,0.00020423505,0.00006200703,0.00024022713,0.00039835778,0.000050492676,0.00016075221,0.0006220374,3.2408943e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022844013,0.0056827446,0.33847344,0.02287488,0.0003236882,0.00003732492,0.004538929,0.000024605455,0.38761762,0.2351902,0.004686354,0.00032178956],"study_design_scores_gemma":[0.0007422972,0.00009143034,0.9816252,0.0011335815,0.00017699729,2.37428e-8,0.000104234605,0.00005362085,0.0154323885,0.00013804274,0.0002830684,0.00021910181],"about_ca_topic_score_codex":0.00012465897,"about_ca_topic_score_gemma":0.000011679419,"teacher_disagreement_score":0.64315176,"about_ca_system_score_codex":0.00010394376,"about_ca_system_score_gemma":0.00071580487,"threshold_uncertainty_score":0.8328464},"labels":[],"label_agreement":null},{"id":"W4410595514","doi":"10.2196/72838","title":"Auxiliary Teaching and Student Evaluation Methods Based on Facial Expression Recognition in Medical Education","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Facial expression; Computer science; Dependency (UML); Facial recognition system; Expression (computer science); Facial expression recognition; Quality (philosophy); Data collection; Teaching method; Multimedia; Artificial intelligence; Mathematics education; Pattern recognition (psychology); Psychology","score_opus":0.06448336788098032,"score_gpt":0.5227531546202071,"score_spread":0.4582697867392268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410595514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98849016,0.00006917944,0.00015694584,0.0018747734,0.0005401006,0.0008496642,0.0000019843765,0.00009451587,0.007922656],"genre_scores_gemma":[0.996148,0.00000884841,0.00097030506,0.0020525262,0.00008275915,0.0001958044,0.0001968928,0.000009317901,0.00033557348],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99828005,0.00049206987,0.0003350841,0.0003210969,0.00040714495,0.00016452919],"domain_scores_gemma":[0.999326,0.00017194559,0.0000871098,0.0002169288,0.00007789987,0.00012014129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016032356,0.00014458215,0.00022440594,0.00078407995,0.0003210354,0.000021410073,0.00008424504,0.00031239414,0.0008764757],"category_scores_gemma":[0.00066740985,0.00012454772,0.000042374708,0.00013955217,0.00008087169,0.00007295443,0.000028107188,0.00083682826,0.0000055506557],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012311299,0.0027611195,0.36979574,0.00019537959,0.000016403977,0.0000013602524,0.004720715,0.0000012794771,0.0014671541,0.0022027274,0.0039491467,0.6147659],"study_design_scores_gemma":[0.0015387156,0.00021382041,0.9863916,0.0008046432,0.00003751943,0.0000010186602,0.0023053251,0.00026369677,0.0011007887,0.00324415,0.003969292,0.00012939739],"about_ca_topic_score_codex":0.000036464215,"about_ca_topic_score_gemma":0.0000486147,"teacher_disagreement_score":0.6165959,"about_ca_system_score_codex":0.00030474373,"about_ca_system_score_gemma":0.0007473635,"threshold_uncertainty_score":0.9596794},"labels":[],"label_agreement":null},{"id":"W4411064552","doi":"10.1097/01.yco.0001119200.07131.57","title":"28 Exploring intervention effects of digital twin city stress visualization systems on mental crisis early warning for occupational populations","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Occupational stress; Crisis intervention; Psychology; Visualization; Clinical psychology; Warning system; Psychiatry; Computer science; Artificial intelligence; Telecommunications","score_opus":0.12779899103338363,"score_gpt":0.45951941976361604,"score_spread":0.33172042873023244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411064552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95017,0.0013121247,0.011744904,0.0005022321,0.03524031,0.0008477948,0.00006147747,0.00007074545,0.00005044781],"genre_scores_gemma":[0.9986435,0.00008445763,0.00010609316,0.000016643919,0.00025813727,0.0002092455,0.000645396,0.000007772232,0.000028730326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910814,0.000030485713,0.0004219816,0.00019524702,0.00012495228,0.00011919502],"domain_scores_gemma":[0.999549,0.00005015714,0.00016102935,0.00013299902,0.00007188638,0.000034970115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009981264,0.000099540826,0.00017629292,0.0004907552,0.00011062162,0.00001982791,0.00005715946,0.000081419545,0.00000975777],"category_scores_gemma":[0.000074522395,0.00010144471,0.00008863384,0.00022391137,0.000024466184,0.00014064914,0.000015853222,0.0001572085,0.0000019077124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015792537,0.0011319028,0.8805819,0.003027748,0.000020482132,1.1794548e-8,0.00055861234,0.000018966612,0.0000024486806,0.105420426,0.0057809027,0.003298658],"study_design_scores_gemma":[0.002376792,0.0003943731,0.98353994,0.006385951,0.000030650575,5.233499e-7,0.0014485663,0.00050791755,0.000063064144,0.0026687116,0.0024665992,0.0001168857],"about_ca_topic_score_codex":0.000012958255,"about_ca_topic_score_gemma":0.0000035946177,"teacher_disagreement_score":0.10295805,"about_ca_system_score_codex":0.00010889459,"about_ca_system_score_gemma":0.00008626623,"threshold_uncertainty_score":0.41367954},"labels":[],"label_agreement":null},{"id":"W4413192184","doi":"10.32347/2077-3455.2025.72.237-244","title":"Formation and establishment of fast response services. Historiographic aspect","year":2025,"lang":"en","type":"article","venue":"Current problems of architecture and urban planning","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.015648726172838766,"score_gpt":0.296562788611701,"score_spread":0.28091406243886224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413192184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741833,0.023217758,0.0006622775,0.000931556,0.00018155418,0.00026637764,0.000008949804,0.000036180492,0.0005120304],"genre_scores_gemma":[0.99914974,0.00034531055,0.000292638,0.00007038921,0.000019922327,0.00000815922,0.000023795248,0.0000036923957,0.000086349675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939907,0.000026037666,0.00025368333,0.00013356317,0.00007842445,0.000109227534],"domain_scores_gemma":[0.9995888,0.000055535234,0.00013369249,0.00012674829,0.000047874415,0.00004735983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019858275,0.00009300634,0.00021783372,0.00053119793,0.00008100669,0.00000640764,0.000047209833,0.00006745003,0.0000056321796],"category_scores_gemma":[0.000016963346,0.00007521548,0.000030945877,0.00016991475,0.000113234324,0.00004726351,0.00003110413,0.00023490803,1.0080258e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016983828,0.00046180928,0.8037359,0.015351374,0.00014260349,0.0000020383493,0.05198067,0.000027473881,0.0074295774,0.008497022,0.0055361795,0.10513694],"study_design_scores_gemma":[0.0028144587,0.0010741074,0.73892456,0.007959601,0.0002584966,0.000042692136,0.002112376,0.00012282174,0.003047327,0.0074707526,0.23590907,0.000263764],"about_ca_topic_score_codex":0.000006623097,"about_ca_topic_score_gemma":0.000004753445,"teacher_disagreement_score":0.23037289,"about_ca_system_score_codex":0.000017218263,"about_ca_system_score_gemma":0.000058352573,"threshold_uncertainty_score":0.3067198},"labels":[],"label_agreement":null},{"id":"W4413358093","doi":"10.1101/2025.08.18.670938","title":"Functional organization of multisensory integration network in children and youth with neurodevelopmental disorders predicts clinical sensory issues","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Tech University; Hospital for Sick Children; McMaster University; The King's University; Holland Bloorview Kids Rehabilitation Hospital; University of King's College; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canadian Institutes of Health Research; Killam Trusts","keywords":"Sensory system; Functional connectivity; Sensory processing; Psychology; Neuroscience; Cognitive psychology; Developmental psychology","score_opus":0.019297998027903766,"score_gpt":0.268109471062226,"score_spread":0.24881147303432222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413358093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695545,0.00041587942,0.0005236745,0.00044875487,0.0005993021,0.0007556417,0.00011634601,0.00017729994,0.0000076261654],"genre_scores_gemma":[0.9947464,0.0014011557,0.0032800387,0.0002579349,0.00022861021,0.000017182892,0.000014387578,0.000032025586,0.00002228413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837446,0.00010692297,0.000572325,0.00055642356,0.00017857559,0.00021131114],"domain_scores_gemma":[0.9989099,0.000043543725,0.0002965586,0.00037163624,0.00027428882,0.000104074206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032325374,0.0002612663,0.00047734298,0.00030071085,0.00010040625,0.000018076735,0.00009162506,0.0005184373,0.000029693289],"category_scores_gemma":[0.00020086516,0.0002472412,0.00003756148,0.0003646999,0.00025212785,0.00005602625,0.00011100025,0.0008710318,0.0000024273188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009071885,0.00029168866,0.9979465,0.0001413846,0.00010350204,0.0000010785704,0.000093484625,0.000037534417,0.0004386972,0.00057467,0.0002546172,0.000026133614],"study_design_scores_gemma":[0.0010331718,0.00009355498,0.9964673,0.00060697953,0.00011891439,4.7352728e-8,0.00003576778,0.000048482427,0.0013533339,0.0000027896676,0.000048499045,0.00019113738],"about_ca_topic_score_codex":0.000064208085,"about_ca_topic_score_gemma":0.000022159113,"teacher_disagreement_score":0.0027563642,"about_ca_system_score_codex":0.00009865157,"about_ca_system_score_gemma":0.00079037546,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W4413406659","doi":"10.54097/1ptr3p71","title":"The Impact of Climate Change on Long-Term Economic Growth in China and The United States: Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Highlights in Business Economics and Management","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Climate change; China; Term (time); Natural resource economics; Political science; Geography; Development economics; Economics; Ecology","score_opus":0.044021801564092626,"score_gpt":0.3018790965756491,"score_spread":0.25785729501155646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413406659","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237322,0.003064426,8.7504924e-7,0.06904731,0.00013059254,0.00046912002,0.000005795997,0.000009389057,0.0035402777],"genre_scores_gemma":[0.4855243,0.51416427,0.0000026935422,0.00018415156,0.000010282629,0.000034541485,0.0000080314,0.0000031224201,0.000068624766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994282,0.000024161927,0.00023200626,0.00015949609,0.000014543772,0.00014156905],"domain_scores_gemma":[0.99965334,0.00006882819,0.00008468673,0.00015560903,0.000012481364,0.000025062745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002863692,0.00010947894,0.00023236651,0.00038015755,0.0001082102,0.000024001321,0.00006315615,0.000049701215,0.000004016196],"category_scores_gemma":[0.0000028373622,0.00006278401,0.000016256537,0.000041593343,0.00028567822,0.000046941146,0.000083119296,0.00006661698,3.4389248e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002536003,0.000059761904,0.0051093055,0.00032993313,0.000051361072,0.0000025097872,0.0011247159,0.0000074756317,1.7224531e-8,0.97774386,0.00003820132,0.015279225],"study_design_scores_gemma":[0.0018646428,0.00005442819,0.98406166,0.00021843595,0.000023164945,0.000002197645,0.0006079479,0.00029416976,0.0000011174272,0.006102561,0.0067066904,0.000062966654],"about_ca_topic_score_codex":0.00027909072,"about_ca_topic_score_gemma":0.00062869623,"teacher_disagreement_score":0.97895235,"about_ca_system_score_codex":0.0000674573,"about_ca_system_score_gemma":0.000021145655,"threshold_uncertainty_score":0.25602576},"labels":[],"label_agreement":null},{"id":"W4415213871","doi":"10.20944/preprints202510.1016.v1","title":"\"Reading the Mind in the Eyes Test\": Development of a Russian-Language Version Expanded for Neuroimaging Applications","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Russian Academy of Sciences; Russian Science Foundation","keywords":"Neuroimaging; Mentalization; Interpersonal Reactivity Index; Alexithymia; Distress; Functional neuroimaging; Theory of mind; Surprise; Empathy","score_opus":0.11708729609127692,"score_gpt":0.4320626370573229,"score_spread":0.31497534096604596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415213871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98029476,0.00020032977,0.0009066674,0.009154287,0.00020539627,0.0025071534,0.00002496249,0.000055606095,0.006650819],"genre_scores_gemma":[0.9958156,0.0000605165,0.0014614568,0.0005121072,0.00006577423,0.0009236936,0.00007528673,0.000008930609,0.0010766862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987896,0.00004958046,0.00043889656,0.00038853174,0.00014330812,0.00019008262],"domain_scores_gemma":[0.99845624,0.0003951383,0.00022142357,0.00083901203,0.000055426728,0.000032784057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074082316,0.00015636183,0.00026887987,0.00022664295,0.00023929316,0.0000077511395,0.00046717672,0.0001780476,0.00013523361],"category_scores_gemma":[0.0002472945,0.00010544939,0.00009029169,0.00015332544,0.00011840567,0.00001755326,0.00031603596,0.0007275418,0.000031466487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009796204,0.0008878929,0.8991612,0.001407781,0.00009057495,0.0000019605397,0.06928374,0.000007886006,0.0029534413,0.005229969,0.00023688069,0.0206407],"study_design_scores_gemma":[0.0007409233,0.000019493265,0.93093383,0.0006709258,0.0001213042,0.0000066348202,0.009284557,0.00006197581,0.01948855,0.0017180729,0.036786545,0.00016720426],"about_ca_topic_score_codex":0.000023787066,"about_ca_topic_score_gemma":0.000024896399,"teacher_disagreement_score":0.059999183,"about_ca_system_score_codex":0.00010523172,"about_ca_system_score_gemma":0.0005990166,"threshold_uncertainty_score":0.43001014},"labels":[],"label_agreement":null},{"id":"W7001743969","doi":"","title":"La responsabilita di proteggere: evoluzione dell’intervento umanitario o una nuova modalita di protezione dei diritti umani?","year":2016,"lang":"it","type":"dissertation","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban planning; On board","score_opus":0.05845813867951238,"score_gpt":0.3729144116413515,"score_spread":0.3144562729618391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001743969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699931,0.006840067,0.00024695677,0.007779219,0.00087697763,0.008701503,0.00079777854,0.0003300412,0.0044343425],"genre_scores_gemma":[0.8814576,0.0028002688,0.00040069886,0.000026124335,0.0006239239,0.00007064391,0.0023147257,0.00014839236,0.1121576],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98904884,0.0026754544,0.0013602782,0.002581389,0.0023511152,0.0019829446],"domain_scores_gemma":[0.99014693,0.0008941615,0.0010089063,0.0032827295,0.0037788537,0.00088843744],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006849771,0.000965729,0.0017499495,0.002949195,0.0024918686,0.000089905916,0.0024624423,0.0016904644,0.0026727952],"category_scores_gemma":[0.0038940338,0.0009648864,0.00064284954,0.0015413812,0.0040538087,0.0007126145,0.00083145406,0.004877432,0.0012827145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.047456905,0.034425672,0.08265105,0.057427425,0.0064264718,0.0017326188,0.3287887,0.000008799492,0.035583332,0.04195182,0.19948764,0.16405958],"study_design_scores_gemma":[0.011306762,0.008218331,0.38734877,0.01807205,0.0008615516,0.00017832775,0.11737555,0.000035278856,0.007144297,0.007828011,0.43865603,0.0029750227],"about_ca_topic_score_codex":0.009414448,"about_ca_topic_score_gemma":0.0040792534,"teacher_disagreement_score":0.30469772,"about_ca_system_score_codex":0.0025691185,"about_ca_system_score_gemma":0.00489027,"threshold_uncertainty_score":0.99960554},"labels":[],"label_agreement":null},{"id":"W7043805679","doi":"","title":"SYSTEM MANAGEMENT «RAIL TRANSPORT SERVICE DISPATCHER – PRODUCTION ENVIRONMENT» BASED ON SYSTEMS IDEOLOGY AND SYSTEMS ANALYSIS","year":2023,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Production (economics); Work (physics); Normative; Reliability (semiconductor); Service (business); Work systems","score_opus":0.06877023479742053,"score_gpt":0.3286420394999688,"score_spread":0.2598718047025482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043805679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9526874,0.0011316612,0.00042446045,0.031504087,0.0049833152,0.0019987894,0.0006656531,0.00043948228,0.006165159],"genre_scores_gemma":[0.87408,0.00042864255,0.00005513062,0.00008680556,0.00022045105,0.00001505685,0.0006351975,0.000020234578,0.12445851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99566287,0.0004982974,0.00071122573,0.0011025736,0.0014564758,0.000568557],"domain_scores_gemma":[0.9976242,0.00024178642,0.00053426786,0.0008191647,0.00057208375,0.00020846447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021115902,0.0004101413,0.0008400326,0.0017207415,0.0012262331,0.00008040341,0.00067775743,0.00041007862,0.00034121837],"category_scores_gemma":[0.00006764514,0.00034036743,0.00021438593,0.0020852257,0.0015812524,0.00023084787,0.0001900271,0.00048138673,0.00024582993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029546754,0.002381599,0.12152305,0.011846853,0.0054774494,0.00033633667,0.024884082,0.09098409,0.00038159857,0.72533774,0.012965567,0.0009269835],"study_design_scores_gemma":[0.0030723494,0.0011275461,0.432205,0.0009585833,0.0051123607,0.000057862464,0.23713079,0.07211078,0.00007054861,0.00055605953,0.24648227,0.0011158613],"about_ca_topic_score_codex":0.000898532,"about_ca_topic_score_gemma":0.00036380664,"teacher_disagreement_score":0.72478163,"about_ca_system_score_codex":0.00051473634,"about_ca_system_score_gemma":0.00039507865,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W98348764","doi":"10.1096/fasebj.27.1_supplement.959.14","title":"Spatial ability and cognitive load demands during visual learning and testing: A transcranial Doppler ultrasound study.","year":2013,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Transcranial Doppler; Cognition; Cognitive load; Correlation; Blood flow; Effects of sleep deprivation on cognitive performance; Cognitive psychology; Cerebral blood flow; Psychology; Computer science; Medicine; Neuroscience; Cardiology; Mathematics","score_opus":0.0216886509944263,"score_gpt":0.3148016714652668,"score_spread":0.2931130204708405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98348764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998383,0.00017343088,0.00008474573,0.00058457704,0.00009429301,0.00037427552,0.0000010511508,0.0000422049,0.0002624434],"genre_scores_gemma":[0.99928784,0.00005259956,0.00006317322,0.000118098265,0.0002939405,0.000006873475,0.0000010235624,0.00000907149,0.00016739027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916583,0.00010943493,0.00021841729,0.00014549946,0.00016043244,0.00020039552],"domain_scores_gemma":[0.999256,0.00029476077,0.000090018664,0.000054099055,0.00015091144,0.00015418585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656288,0.00010958038,0.00018370418,0.00006004967,0.0008043605,0.00006134725,0.00003916415,0.000069888614,0.00058810157],"category_scores_gemma":[0.00039133435,0.00007111285,0.00002659999,0.00006181791,0.00026375195,0.000074816475,0.000015759166,0.0008588695,0.0000073426627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018577666,0.00028211976,0.96677566,0.000030451585,0.00006674559,0.000009580516,0.007875359,1.6761162e-7,0.013269268,0.000008181122,0.000019216544,0.011477505],"study_design_scores_gemma":[0.0024955862,0.0008891544,0.9836522,0.000058676385,0.00013738238,0.0015408377,0.010020038,0.000040716972,0.0007968323,0.00027022522,0.000017914443,0.00008047619],"about_ca_topic_score_codex":0.000113433256,"about_ca_topic_score_gemma":0.000050567072,"teacher_disagreement_score":0.01687653,"about_ca_system_score_codex":0.00003674347,"about_ca_system_score_gemma":0.00012406771,"threshold_uncertainty_score":0.64393},"labels":[],"label_agreement":null}]}