{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":45,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":45,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"159392ed0402","filters":{"venue":"AHFE international"}},"results":[{"id":"W4288781691","doi":"10.54941/ahfe1002729","title":"Sustainable Transport Development Strategy in Developed and Developing Countries","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainable transport; China; Investment (military); Transportation planning; Business; Scopus; Environmental economics; Transport engineering; Sustainability; Engineering; Economics; Geography; Political science","authors":[{"name":"Nita Aribah Hanif","is_ca":false},{"name":"Achmad Nurmandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088984913054691,"gpt":0.2105235765094917,"spread":0.1996337273789448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001856275,0.0005428042,0.0003020188,0.007372341,0.001579906,0.006485962,0.0004423831,0.0007521263,0.003424038],"category_scores_gemma":[0.00255947,0.0001505189,0.0003440024,0.02154421,0.000808312,0.003186357,0.00199573,0.0004793676,0.0004337361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007896556,"about_ca_system_score_gemma":0.01474357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03554558,"about_ca_topic_score_gemma":0.03762993,"domain_scores_codex":[0.9987362,0.0003697571,0.0001480252,0.0001133881,0.0003471427,0.0002854938],"domain_scores_gemma":[0.9990176,0.0001613756,0.0001685184,0.00004143828,0.0004751147,0.0001360086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001077623,0.0002403208,0.1228336,0.00392059,0.0003107465,0.002685187,0.01361493,0.01119499,0.001262203,0.4094236,0.04597299,0.3884331],"study_design_scores_gemma":[0.00003524574,0.0001569092,0.1528063,0.003831768,0.0002391222,0.001070027,0.09874806,0.004975521,0.001893812,0.0326904,0.7034674,0.00008542075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3374873,0.05842539,0.005420846,0.01833342,0.0005572698,0.0004966366,0.005389202,0.0001622568,0.5737277],"genre_scores_gemma":[0.9405866,0.03645451,0.004742216,0.0008955183,0.0000432168,0.0003130905,0.001969548,0.00003094037,0.01496444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03554558,"threshold_uncertainty_score":0.0706774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285208651","doi":"10.54941/ahfe1001634","title":"Process Safety in electrolytic green hydrogen production","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Global Energy Security and Policy","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electrolytic process; Electrolysis; Hydrogen production; Polymer electrolyte membrane electrolysis; Environmental science; Waste management; Hydrogen; Production (economics); Electrolysis of water; Process (computing); Process engineering; Engineering; Electrolyte; Chemistry; Computer science","authors":[{"name":"Rodrigo Domínguez","is_ca":false},{"name":"Enrique J. Calderón","is_ca":false},{"name":"Jorge Bustos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00777994039804788,"gpt":0.2532412331072061,"spread":0.2454612927091583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434035,0.0005505059,0.0003354373,0.001765833,0.0008049403,0.002197705,0.000695153,0.001093734,0.002237102],"category_scores_gemma":[0.001874735,0.0002197203,0.0006149054,0.001248217,0.00133835,0.003102768,0.001235626,0.0007424544,0.0004342489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738513,"about_ca_system_score_gemma":0.001956999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901898,"about_ca_topic_score_gemma":0.001656215,"domain_scores_codex":[0.9978294,0.0002532358,0.00008088708,0.0002063166,0.001451914,0.0001782964],"domain_scores_gemma":[0.9984792,0.0004402285,0.000339701,0.00008919428,0.0006149471,0.00003673402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006598167,0.0003972779,0.04313473,0.00384348,0.0001478346,0.002543952,0.002695246,0.07640448,0.0705775,0.3004749,0.005544471,0.4935764],"study_design_scores_gemma":[0.00005787247,0.00223158,0.05490777,0.001179406,0.000380585,0.00336839,0.008545761,0.2153049,0.2395187,0.2506513,0.2236248,0.0002289216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3862213,0.03806751,0.4317147,0.003656415,0.0007596132,0.0004830246,0.0004139722,0.0005484375,0.138135],"genre_scores_gemma":[0.9607785,0.008750765,0.01873745,0.0002856932,0.0001479445,0.00006767983,0.0002017989,0.00004605791,0.01098405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002901898,"threshold_uncertainty_score":0.01261389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285254684","doi":"10.54941/ahfe1002501","title":"Challenges of simulation training for future engineering seafarers - A qualitative case study","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Arctic Eider Society","funders":"","keywords":"Cloud computing; Training (meteorology); Competence (human resources); Engineering; Context (archaeology); Automation; Simulation training; Computer science; Systems engineering; Engineering management; Simulation; Mechanical engineering","authors":[{"name":"Gholam Reza Emad","is_ca":true},{"name":"Aditi Kataria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1405185421150419,"gpt":0.4191788797337972,"spread":0.2786603376187553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01895384,0.0005407368,0.0008510472,0.001746844,0.0107657,0.00558495,0.002768357,0.003365262,0.004687036],"category_scores_gemma":[0.02558316,0.0005451698,0.0005715458,0.001558305,0.012725,0.004987196,0.007076864,0.004193505,0.0005283185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008165033,"about_ca_system_score_gemma":0.007577694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045374,"about_ca_topic_score_gemma":0.01057768,"domain_scores_codex":[0.9803058,0.01582623,0.0004148397,0.0007330182,0.001003394,0.001716788],"domain_scores_gemma":[0.9658298,0.02691701,0.001378613,0.0007752611,0.002053701,0.003045609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003551802,0.0001432736,0.00252097,0.0002423777,0.000006168017,0.002076388,0.9807768,0.0002781881,0.0005084217,0.006461725,0.001145237,0.005804933],"study_design_scores_gemma":[0.000004111185,0.00004115392,0.0005307017,0.0001929152,0.000002555767,0.0003245873,0.9878493,0.0002417095,0.0001631256,0.0006346688,0.01000464,0.00001050744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682597,0.0008048329,0.006953501,0.009803952,0.000137038,0.0004384845,0.0001608791,0.000034909,0.01340679],"genre_scores_gemma":[0.9929477,0.0007063997,0.001907239,0.001005175,0.00001971948,0.0003067292,0.00004326686,0.00002606778,0.003037705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01895384,"threshold_uncertainty_score":0.1002387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382365380","doi":"10.54941/ahfe1003627","title":"An overview of various tasks and trades in the construction industry offering potential for exoskeletons","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exoskeleton; Wearable computer; Construction industry; Wearable technology; Computer science; Occupational safety and health; Event (particle physics); Human factors and ergonomics; Engineering; Risk analysis (engineering); Computer security; Data science; Forensic engineering; Poison control; Construction engineering; Business; Simulation; Medical emergency; Medicine; Embedded system","authors":[{"name":"Geneviève Gagnon","is_ca":false},{"name":"Firdaous Sekkay","is_ca":false},{"name":"Daniel Imbeau","is_ca":false},{"name":"Mario Bourgault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2116772303058398,"gpt":0.5410007979956611,"spread":0.3293235676898214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00244047,0.0005074844,0.0004620958,0.02789379,0.001915708,0.00227426,0.001047971,0.0005368021,0.004156947],"category_scores_gemma":[0.005850815,0.0002819255,0.0009535784,0.03964519,0.0005587126,0.0009755451,0.001103209,0.0004638468,0.0009230728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146552,"about_ca_system_score_gemma":0.02403888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7954896,"about_ca_topic_score_gemma":0.9130065,"domain_scores_codex":[0.99589,0.0002622431,0.0005638243,0.0003720508,0.00228503,0.0006269439],"domain_scores_gemma":[0.9904066,0.002172565,0.002025067,0.000358496,0.004458045,0.0005792262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005746576,0.00013192,0.3560492,0.008825917,0.0001632769,0.0012223,0.003383481,0.001991733,0.003210673,0.004138733,0.06894945,0.5513587],"study_design_scores_gemma":[0.00001379424,0.00009129263,0.6249871,0.002360201,0.0001244012,0.0009204915,0.003630433,0.0005901722,0.001243634,0.0004659453,0.3654849,0.00008771852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3366003,0.2185733,0.01011126,0.004787505,0.0004900541,0.001588996,0.3147736,0.0007723915,0.1123025],"genre_scores_gemma":[0.4371825,0.2620024,0.03850169,0.002233761,0.0002475806,0.0007693507,0.2190575,0.0002525245,0.03975261],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7954896,"threshold_uncertainty_score":0.4114295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478691","doi":"10.54941/ahfe1004737","title":"Validation of Vigilance Decline Capability in A Simulated Test Environment: A Preliminary Step Towards Neuroadaptive Control","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Thales (Canada); University of Waterloo; Bombardier (Canada); Polytechnique Montréal","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Vigilance (psychology); Alertness; Psychomotor vigilance task; Driving simulator; Cognition; Psychomotor learning; Electroencephalography; Arousal; Psychology; Sleep deprivation; Simulation; Computer science; Cognitive psychology; Social psychology","authors":[{"name":"Andra Mahu","is_ca":true},{"name":"Amandeep Singh","is_ca":true},{"name":"Florian Tambon","is_ca":true},{"name":"B. Ouellette","is_ca":true},{"name":"Jean-françois Delisle","is_ca":false},{"name":"Tanya Paul","is_ca":true},{"name":"Foutse Khomh","is_ca":true},{"name":"Alexandre Marois","is_ca":true},{"name":"Philippe Doyon-Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01883130330029704,"gpt":0.3391939834349079,"spread":0.3203626801346109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854135,0.0006744388,0.0004151068,0.0002490639,0.0002887983,0.0005644254,0.0007501617,0.0005257311,0.001403782],"category_scores_gemma":[0.003592138,0.0001727319,0.0005239337,0.0001656804,0.0004730611,0.0004209109,0.0008220346,0.0006286846,0.0003654139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378427,"about_ca_system_score_gemma":0.000505983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007679683,"about_ca_topic_score_gemma":0.0009363997,"domain_scores_codex":[0.9992052,0.0003253165,0.0000846941,0.0001324158,0.0001644968,0.00008798028],"domain_scores_gemma":[0.9983355,0.0004520425,0.0002424319,0.0002991625,0.0003895586,0.0002813796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01036283,0.01212058,0.1257665,0.001470082,0.0003301773,0.0008989917,0.00305641,0.009571259,0.7813277,0.001132386,0.001132049,0.05283098],"study_design_scores_gemma":[0.00105462,0.2687857,0.2844042,0.000306392,0.0006429291,0.001538388,0.002902916,0.04050025,0.3852608,0.001867572,0.01253643,0.0001997269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833009,0.0001004755,0.01480489,0.00005706081,0.00003665381,0.000724484,0.0003282859,0.00008088673,0.000566304],"genre_scores_gemma":[0.9784515,0.0001866489,0.01729189,0.0001064964,0.00002134349,0.002114726,0.0008870978,0.00002282263,0.0009175121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854135,"threshold_uncertainty_score":0.009805739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382645012","doi":"10.54941/ahfe1003216","title":"Research Hotspots and Trend Analysis of User Experience Design for Healthcare Service System","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Service (business); Bibliometrics; Health care; Multidisciplinary approach; World Wide Web; Citation; Standardization; User experience design; Information system; Data science; Information retrieval; Knowledge management; Engineering; Human–computer interaction","authors":[{"name":"Xinyue Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1937467508046885,"gpt":0.3988835630154664,"spread":0.2051368122107779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009905969,0.0003984287,0.0009875091,0.0314331,0.0009686438,0.004602177,0.0008641441,0.0007988997,0.004964204],"category_scores_gemma":[0.04221229,0.0003161929,0.001702424,0.04026438,0.001018437,0.004738637,0.002477272,0.0005221285,0.001042622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114132,"about_ca_system_score_gemma":0.002629751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298247,"about_ca_topic_score_gemma":0.002908679,"domain_scores_codex":[0.9897929,0.003455888,0.00179568,0.001427564,0.002808467,0.0007193863],"domain_scores_gemma":[0.9320902,0.042651,0.009385051,0.003146595,0.01169953,0.001027677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008767016,0.0001521144,0.3836224,0.01143789,0.0006865613,0.0008938962,0.06861241,0.0009969471,0.003702377,0.01643534,0.007532643,0.5050507],"study_design_scores_gemma":[0.00005232623,0.0008257551,0.8431607,0.005337853,0.0006850256,0.002036,0.07691105,0.006360148,0.003610577,0.008051551,0.05280049,0.0001684989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251886,0.02229437,0.01253172,0.001764975,0.0001317995,0.0008215525,0.006995524,0.0003976733,0.02987382],"genre_scores_gemma":[0.9810075,0.005895527,0.007121978,0.0001144367,0.000076272,0.000494083,0.002766428,0.00007364621,0.0024501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9685669,"threshold_uncertainty_score":0.05238837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382644464","doi":"10.54941/ahfe1003849","title":"Black Hole Illusion In Aviation – A Simulator Experiment to examine Predominant Criteria in a Real–Life Environment","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of West London","keywords":"Aeronautics; Simulation; Crew; Cockpit; Flight simulator; Runway; Terrain; Computer science; Joystick; Engineering","authors":[{"name":"Felix Teifer","is_ca":false},{"name":"Ivan Sikora","is_ca":false},{"name":"Alexandros Paraskevas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04368332973696434,"gpt":0.3966317598678305,"spread":0.3529484301308662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000814123,0.0008538341,0.0003414013,0.0002591019,0.0003161293,0.0006551476,0.0009087404,0.001037467,0.0040545],"category_scores_gemma":[0.003014452,0.0003176732,0.0003519894,0.0001206496,0.000989559,0.0008568472,0.001422591,0.001427018,0.0003996321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224918,"about_ca_system_score_gemma":0.0003381095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003428457,"about_ca_topic_score_gemma":0.0005333356,"domain_scores_codex":[0.9994073,0.000192206,0.00005599236,0.0001389245,0.0001315416,0.00007409327],"domain_scores_gemma":[0.9983755,0.000750009,0.000269196,0.0002135169,0.0001020573,0.0002895326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01424481,0.07478157,0.03720216,0.001738729,0.0002747008,0.002297578,0.02274996,0.01187186,0.7858792,0.006395028,0.003931778,0.03863255],"study_design_scores_gemma":[0.008387301,0.3968598,0.2764243,0.0006209257,0.0007018679,0.004639341,0.0108571,0.09021471,0.1551508,0.02068072,0.03474888,0.0007142825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956583,0.00005915986,0.002401248,0.00005816973,0.00003270338,0.0005365438,0.0001524802,0.0000353757,0.001066001],"genre_scores_gemma":[0.9827501,0.0001403035,0.01328657,0.0002084949,0.00003936572,0.001488751,0.0003812043,0.00002644223,0.001678755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0040545,"threshold_uncertainty_score":0.01356363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407669302","doi":"10.54941/ahfe1005910","title":"The Impact of Human Implication for AI-Supported Decisions over Perception of Trust, Agency and Dignity","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université Laval","keywords":"Dignity; Agency (philosophy); Perception; Business; Internet privacy; Computer science; Psychology; Political science; Sociology; Law; Social science","authors":[{"name":"Camille Zinopoulos","is_ca":false},{"name":"Adam Fahmi","is_ca":false},{"name":"Sophie Boudreault","is_ca":false},{"name":"Alexandre Marois","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1098992178727159,"gpt":0.4844111839761617,"spread":0.3745119661034458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01374377,0.0002551915,0.0002645613,0.0009476123,0.00179524,0.005537134,0.0004240525,0.0009521051,0.001908113],"category_scores_gemma":[0.05576257,0.0002849401,0.0005046992,0.000465212,0.005910025,0.002456516,0.002773614,0.001735979,0.0001236096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236983,"about_ca_system_score_gemma":0.0009733356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00382217,"about_ca_topic_score_gemma":0.003524226,"domain_scores_codex":[0.9799531,0.01594909,0.0006488311,0.0006667519,0.002003666,0.0007785906],"domain_scores_gemma":[0.9179646,0.06328759,0.008407182,0.002615376,0.003703797,0.004021576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002208337,0.0008702617,0.3400781,0.0006459728,0.0003587615,0.001522993,0.5582664,0.001910372,0.01002195,0.01431317,0.0007502189,0.0690536],"study_design_scores_gemma":[0.0001201251,0.00215125,0.449385,0.0004142369,0.0002017785,0.001321509,0.5121404,0.005106938,0.004045111,0.01330876,0.01149478,0.0003101296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950839,0.0001279229,0.0009227517,0.0003239145,0.00000809378,0.00001240364,0.00000850966,0.000004085223,0.00350844],"genre_scores_gemma":[0.9995969,0.00004049836,0.0002341433,0.00003205392,0.000002079331,0.000005499559,0.000004165458,0.000001532531,0.00008320041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374377,"threshold_uncertainty_score":0.07268488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478946","doi":"10.54941/ahfe1005443","title":"Challenges and Opportunities of Low-Code Figma and Modul-F for Use within the Public Sector","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public sector; Code (set theory); Computer science; Business; Programming language; Political science","authors":[{"name":"Marleen Vanhauer","is_ca":false},{"name":"Stephan Raimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2811745436951643,"gpt":0.3760532753797864,"spread":0.09487873168462208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01977853,0.001000066,0.0004669789,0.002313816,0.001877984,0.006588632,0.0023387,0.002243753,0.004265849],"category_scores_gemma":[0.08155033,0.0007266783,0.0009048889,0.001104728,0.00265923,0.007840277,0.004703854,0.002751762,0.002168941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551789,"about_ca_system_score_gemma":0.005027588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007470978,"about_ca_topic_score_gemma":0.008550647,"domain_scores_codex":[0.9833431,0.006266217,0.0008745471,0.00127544,0.006250979,0.001989673],"domain_scores_gemma":[0.937711,0.03182382,0.004186597,0.009211828,0.01320343,0.003863195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003003628,0.002085734,0.05818391,0.003097438,0.0001109454,0.003461104,0.04731358,0.006826366,0.05646196,0.0284993,0.03357416,0.7573819],"study_design_scores_gemma":[0.0006311614,0.006737879,0.1752459,0.005849869,0.0002979141,0.006971371,0.04413011,0.04018845,0.05306678,0.02580436,0.6401432,0.0009329892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764766,0.001826785,0.06114196,0.008067652,0.000438702,0.0009898514,0.0005624754,0.008331792,0.04216401],"genre_scores_gemma":[0.845601,0.000909738,0.1331336,0.00218242,0.0001243772,0.001120815,0.001085983,0.005047609,0.01079447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977853,"threshold_uncertainty_score":0.1046001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285247384","doi":"10.54941/ahfe1002195","title":"A Metric to Assist in Detecting International Phishing or Ransomware Cyberattacks","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Phishing; Ransomware; Malware; Computer security; The Internet; Government (linguistics); Computer science; Botnet; Levenshtein distance; Internet privacy; Business; World Wide Web; Artificial intelligence","authors":[{"name":"Wayne Patterson","is_ca":false},{"name":"Jeremy Blacksttone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02342403849003893,"gpt":0.2909868762680797,"spread":0.2675628377780407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003554743,0.001528501,0.00121769,0.01558513,0.0006241823,0.003314484,0.0008738264,0.001613203,0.00514699],"category_scores_gemma":[0.02103808,0.0002487176,0.0007447334,0.009505338,0.0006737833,0.004805562,0.001433276,0.001051925,0.006449517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324264,"about_ca_system_score_gemma":0.0007627619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991237,"about_ca_topic_score_gemma":0.002716799,"domain_scores_codex":[0.9950205,0.0008026662,0.0008472494,0.0005034323,0.002529075,0.0002970242],"domain_scores_gemma":[0.9795949,0.006859657,0.003622685,0.001185405,0.007851948,0.0008854388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001632291,0.001125594,0.400374,0.002355906,0.0004003843,0.0006502828,0.002028702,0.009157542,0.02927269,0.007224896,0.0568253,0.4889524],"study_design_scores_gemma":[0.0001778558,0.003373272,0.5771668,0.000602391,0.0004317678,0.00372687,0.006990615,0.2171573,0.05482285,0.009293566,0.1257114,0.00054538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7688555,0.006262911,0.1098314,0.001390613,0.001180383,0.001358488,0.03474361,0.01380597,0.06257109],"genre_scores_gemma":[0.8758558,0.0009414387,0.09065033,0.0002289383,0.0002173419,0.000557459,0.02346619,0.0003655184,0.007716963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558513,"threshold_uncertainty_score":0.01879954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285301051","doi":"10.54941/ahfe1001643","title":"Users’ Satisfaction with an Assistive Device and Quality of Life: A preliminary study on lower limb prosthetics","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Quality of life (healthcare); Psychology; Perception; Applied psychology; Life satisfaction; Quality (philosophy); Affect (linguistics); Assistive technology; Gerontology; Medicine; Computer science; Social psychology; Human–computer interaction; Communication","authors":[{"name":"Letícia Vasconcelos Morais Garcez","is_ca":false},{"name":"Ana Cláudia Tavares Rodrigues","is_ca":false},{"name":"Fausto Orsi Mêdola","is_ca":false},{"name":"Luciana Ramos Baleotti","is_ca":false},{"name":"Frode Eika Sandnes","is_ca":false},{"name":"Atiyeh Vaezipour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1364851381858682,"gpt":0.4624597357808164,"spread":0.3259745975949482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153396,0.0001826968,0.0002740097,0.0008567387,0.0004820144,0.0005194271,0.0001544248,0.0003604515,0.002866301],"category_scores_gemma":[0.002811995,0.0001585822,0.0005877925,0.0007303384,0.0003316123,0.0003999509,0.0003405887,0.0003805965,0.0003462049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733272,"about_ca_system_score_gemma":0.0003001653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008128591,"about_ca_topic_score_gemma":0.01081985,"domain_scores_codex":[0.9994293,0.0001760229,0.00005486529,0.00003837066,0.0001665384,0.0001347542],"domain_scores_gemma":[0.9978491,0.0007767602,0.0003539851,0.00005330791,0.0005771762,0.0003896337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002393588,0.0004498198,0.982236,0.00005433575,0.00003584298,0.0001785012,0.007112063,0.00004389559,0.000722327,0.00003128848,0.0001409483,0.008755604],"study_design_scores_gemma":[0.000007410695,0.0007740422,0.9950727,0.000008520511,0.00001432311,0.0001371219,0.003412708,0.0001195631,0.0000992594,0.000008051072,0.0003397993,0.000006406404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99946,0.000030917,0.00003410953,0.00001107675,0.000001206891,0.00001269113,0.00005802663,6.58998e-7,0.0003912816],"genre_scores_gemma":[0.9995234,0.00003803957,0.00004873447,0.00002161919,0.00000294775,0.00001785914,0.00008525503,7.416153e-7,0.000261345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008128591,"threshold_uncertainty_score":0.01616251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407669230","doi":"10.54941/ahfe1005902","title":"Behind the AI-Scenes: How FinTech Professionals Navigate Regulations and Privacy Concerns to Enhance User Experience","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internet privacy; Computer science; Information privacy; Human–computer interaction; World Wide Web","authors":[{"name":"Massilva Dekkal","is_ca":false},{"name":"Sandrine Prom Tep","is_ca":false},{"name":"Manon Arcand","is_ca":false},{"name":"Maya Cachecho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982289300226694,"gpt":0.4102950151558514,"spread":0.3804721221535845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01488941,0.0008205688,0.0003754108,0.001478834,0.01074604,0.01708334,0.003030557,0.005699308,0.01255127],"category_scores_gemma":[0.03985345,0.0005694822,0.0008456994,0.0007097709,0.01094829,0.01568672,0.01100285,0.005691868,0.005007857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003874526,"about_ca_system_score_gemma":0.006317052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624979,"about_ca_topic_score_gemma":0.00778624,"domain_scores_codex":[0.9831381,0.01166131,0.0003285955,0.001055916,0.002279682,0.001536403],"domain_scores_gemma":[0.9794942,0.01298324,0.00128448,0.001414963,0.0023729,0.002450127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002163466,0.0005287034,0.01635863,0.0005478281,0.00005037714,0.002428595,0.6468055,0.0003649232,0.004020267,0.02931794,0.08084085,0.2185202],"study_design_scores_gemma":[0.00005701412,0.0003816875,0.00550803,0.0009788141,0.00006927572,0.002948496,0.5040374,0.002599903,0.002276361,0.04781105,0.4331393,0.0001927456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4000179,0.006312741,0.09659333,0.1387612,0.001986042,0.000524344,0.00022846,0.003199149,0.3523768],"genre_scores_gemma":[0.8961676,0.002008,0.02701819,0.02557672,0.0002346413,0.000214299,0.000202424,0.0006081821,0.04797003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708334,"threshold_uncertainty_score":0.07874364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285182822","doi":"10.54941/ahfe1001482","title":"Opportunities for Wearable Technology to Increase the Safety of Rail Sector Workers","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wearable computer; Data collection; Emerging technologies; Transport engineering; Wearable technology; Occupational safety and health; Risk analysis (engineering); Business; Engineering; Computer science","authors":[{"name":"Adam Freed","is_ca":false},{"name":"Heather Colbert","is_ca":false},{"name":"Daniel Blais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1552282125239198,"gpt":0.4744152322176218,"spread":0.319187019693702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004731175,0.0003301228,0.0002741244,0.002231478,0.002281423,0.003842381,0.0008514983,0.000962854,0.007730098],"category_scores_gemma":[0.007232384,0.0002850153,0.0007179904,0.002421008,0.001675138,0.002387388,0.001974583,0.0008323353,0.001087697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620062,"about_ca_system_score_gemma":0.007116282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06405258,"about_ca_topic_score_gemma":0.2396449,"domain_scores_codex":[0.9973786,0.0009983162,0.0001389665,0.0001792064,0.0009522657,0.0003527311],"domain_scores_gemma":[0.9913662,0.004080129,0.001088709,0.0004193473,0.002512015,0.0005336252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003457068,0.0003198653,0.09031591,0.004205053,0.00008632168,0.001983635,0.04912252,0.0004914529,0.01579572,0.009406803,0.02321676,0.8047103],"study_design_scores_gemma":[0.00008010809,0.001407437,0.4162868,0.00904454,0.0002779285,0.002229815,0.1576228,0.001713254,0.009157663,0.01116785,0.3908105,0.0002012648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6043026,0.03198335,0.0775779,0.04688497,0.001228357,0.00133614,0.001766882,0.0007389097,0.2341809],"genre_scores_gemma":[0.9126643,0.02154962,0.03770098,0.002997243,0.0003443465,0.0004985974,0.0005090771,0.00007032132,0.0236654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06405258,"threshold_uncertainty_score":0.1273595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478796","doi":"10.54941/ahfe1004735","title":"NeuroTeaming: Using Power Spectral Density for Adjusting Teaming Dynamics in Pilot-AI Task Allocation","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Thales (Canada)","funders":"","keywords":"Computer science; Task (project management); Transparency (behavior); Interdependence; Situation awareness; Electroencephalography; Task analysis; Artificial intelligence; Human–computer interaction; Obstacle avoidance; Identification (biology); Obstacle; Engineering; Computer security; Robot; Psychology; Systems engineering; Mobile robot","authors":[{"name":"Tanya Paul","is_ca":true},{"name":"Daniel Lafond","is_ca":true},{"name":"Alexandre Marois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03924021624879075,"gpt":0.3885380874000817,"spread":0.3492978711512909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008833089,0.0006069145,0.0004591518,0.00126116,0.0003223461,0.0007483776,0.0005501316,0.000482794,0.001943849],"category_scores_gemma":[0.00481533,0.0002774802,0.0003847705,0.0007253074,0.0003638304,0.0008864723,0.0006894489,0.0005080882,0.0004041874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302672,"about_ca_system_score_gemma":0.0004093124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296223,"about_ca_topic_score_gemma":0.002689188,"domain_scores_codex":[0.9996138,0.0001030808,0.00001858998,0.0001241972,0.000102382,0.00003802168],"domain_scores_gemma":[0.9989446,0.0006471275,0.0001196569,0.00006270334,0.0001595949,0.00006640254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006676995,0.0005600022,0.01098005,0.0003455513,0.0001808389,0.0002033523,0.0008664851,0.1355498,0.04411404,0.003084887,0.001962821,0.8014845],"study_design_scores_gemma":[0.00004336202,0.0002807996,0.01821437,0.00005078375,0.00007722902,0.0002054115,0.0002814565,0.9631634,0.009735465,0.005520697,0.002363971,0.00006297523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1712475,0.0009444875,0.8213528,0.0002221498,0.0001257159,0.0002259303,0.0001709617,0.001012371,0.004698147],"genre_scores_gemma":[0.8613731,0.0003591541,0.1363233,0.00008738934,0.00004874798,0.0001660618,0.0001414943,0.0001033563,0.001397482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00296223,"threshold_uncertainty_score":0.006502867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478244","doi":"10.54941/ahfe1004733","title":"Using Cardiac and Electrodermal Activity as Cognitive Markers for Interruptions and Distraction in a Surveillance Simulation","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Distraction; Task (project management); Cognition; Workload; Computer science; Public security; Perspective (graphical); Elementary cognitive task; Cognitive psychology; Affect (linguistics); Psychology; Computer security; Simulation; Artificial intelligence; Engineering; Communication","authors":[{"name":"Alexandre Marois","is_ca":false},{"name":"Damien Mouratille","is_ca":false},{"name":"Yvan Pratviel","is_ca":false},{"name":"Cindy Chamberland","is_ca":false},{"name":"Sébastien Tremblay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2995777045228755,"gpt":0.530260108667566,"spread":0.2306824041446905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005434888,0.000328254,0.0002422656,0.0003047908,0.0001391105,0.000637917,0.0002169237,0.000340248,0.0009021264],"category_scores_gemma":[0.004539845,0.000123282,0.0002076074,0.0001779765,0.0002179701,0.0002426359,0.0004602423,0.0002320926,0.0001582384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565719,"about_ca_system_score_gemma":0.0001726785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649485,"about_ca_topic_score_gemma":0.00109011,"domain_scores_codex":[0.9994069,0.0003587789,0.00003563134,0.00007926977,0.00007920931,0.00004018089],"domain_scores_gemma":[0.9984499,0.0009068384,0.0002591763,0.0001223063,0.0001223363,0.0001392642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005797761,0.002418736,0.5875738,0.0006225057,0.0003846586,0.0005987749,0.007088955,0.02447814,0.2405353,0.0006643161,0.0007081374,0.1291289],"study_design_scores_gemma":[0.0001222657,0.007905358,0.8942112,0.00008444706,0.0002253991,0.0006642839,0.002993179,0.05777226,0.03333293,0.0009205073,0.00164051,0.0001276435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961699,0.00002430788,0.003298884,0.00001618145,0.000004326285,0.00002798732,0.00005363303,0.00001579489,0.0003890423],"genre_scores_gemma":[0.9973901,0.00003004107,0.00231537,0.000009586623,0.000003448947,0.00003587441,0.00008099973,0.000003219076,0.0001313894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009021264,"threshold_uncertainty_score":0.003017902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411754338","doi":"10.54941/ahfe1006426","title":"Provoking Students to Re-story Stakeholders in their Design Process","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science; Process management; Design process; Work in process; Engineering; Programming language; Operations management","authors":[{"name":"Megan Strickfaden","is_ca":false},{"name":"Joyce Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08130978651820113,"gpt":0.3561427402842373,"spread":0.2748329537660361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01256751,0.002075584,0.0008070417,0.001153301,0.004381852,0.008456499,0.002527969,0.004179042,0.009430247],"category_scores_gemma":[0.03275084,0.001090651,0.001048409,0.0004993889,0.007555324,0.006957483,0.0139827,0.009291221,0.0052136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219151,"about_ca_system_score_gemma":0.00393984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005950712,"about_ca_topic_score_gemma":0.00127597,"domain_scores_codex":[0.9821223,0.0117343,0.0004296243,0.001663443,0.002079703,0.001970607],"domain_scores_gemma":[0.9765835,0.009431139,0.002363438,0.003445077,0.002968967,0.005207893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005042775,0.00312634,0.009635073,0.0007270501,0.00005366386,0.001967473,0.7938891,0.001861075,0.03369591,0.03159707,0.02406737,0.09887564],"study_design_scores_gemma":[0.0003360908,0.002428028,0.003264408,0.0009779773,0.0001095168,0.002665269,0.3122897,0.005341595,0.02629627,0.04150082,0.6045165,0.0002738535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6584318,0.0006103547,0.2425372,0.02137265,0.001054867,0.002285339,0.0001949366,0.002364089,0.07114881],"genre_scores_gemma":[0.8570897,0.0005933158,0.09931392,0.006139868,0.0001759877,0.0018244,0.0001679041,0.0005954177,0.03409953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256751,"threshold_uncertainty_score":0.06646413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285260866","doi":"10.54941/ahfe1001655","title":"Empowering Individuals with Limited Joint Mobility: An Embedded Interdisciplinary Program between Occupational Therapy &amp; Industrial Design","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Heterotopic Ossification and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Occupational therapy; Coursework; Medical education; Psychology; Medicine; Physical therapy","authors":[{"name":"Kimberly Mollo","is_ca":false},{"name":"Kyndra Adams","is_ca":false},{"name":"Andrew J. Berger","is_ca":false},{"name":"Eric C. Schneider","is_ca":false},{"name":"Tod Corlett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2175642734175525,"gpt":0.4261035296940754,"spread":0.2085392562765229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004347112,0.0006182666,0.0004505994,0.001013002,0.006306497,0.003213669,0.001755614,0.001516848,0.006888079],"category_scores_gemma":[0.003663905,0.0005889803,0.0008405953,0.0005090221,0.002278419,0.002051822,0.01317612,0.002736561,0.001332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131717,"about_ca_system_score_gemma":0.01036175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028616,"about_ca_topic_score_gemma":0.007221357,"domain_scores_codex":[0.996196,0.001484379,0.0001348671,0.0004456313,0.0005230893,0.001215905],"domain_scores_gemma":[0.99563,0.0003862125,0.0002469392,0.0002315756,0.0002799224,0.003225384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002384289,0.01794148,0.02998955,0.0008683679,0.0000712117,0.004503047,0.2347244,0.001068159,0.00939313,0.00380897,0.03246503,0.6649281],"study_design_scores_gemma":[0.0004196739,0.008390975,0.1046621,0.001924624,0.0001104802,0.01340836,0.4056476,0.003423233,0.006267046,0.01242366,0.4430636,0.0002586967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329734,0.001648034,0.01797739,0.009871987,0.0007979157,0.001419845,0.00008247023,0.0005854084,0.03464361],"genre_scores_gemma":[0.9200041,0.001560917,0.04717539,0.003217183,0.0002337771,0.00148341,0.000155065,0.0001095541,0.02606057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006888079,"threshold_uncertainty_score":0.02304298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382644727","doi":"10.54941/ahfe1003087","title":"Evaluating sustainable and green building designs using human factor approaches","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Data collection; Architectural engineering; Variety (cybernetics); Efficient energy use; Engineering; Government (linguistics); Zero-energy building; Post-occupancy evaluation; Building design; Construction engineering; Computer science","authors":[{"name":"Natalia Cooper","is_ca":false},{"name":"Anca D. Galasiu","is_ca":false},{"name":"Farid Bahiraei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.200756881547472,"gpt":0.3446703563645391,"spread":0.1439134748170671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008456123,0.001883558,0.0007503601,0.005412986,0.0007197552,0.002902606,0.001014365,0.001156413,0.007782157],"category_scores_gemma":[0.01489902,0.0004181407,0.001919645,0.003466448,0.001466493,0.001800165,0.001239892,0.0007232522,0.0005930269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005504944,"about_ca_system_score_gemma":0.00203134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548979,"about_ca_topic_score_gemma":0.02524681,"domain_scores_codex":[0.9929877,0.004345105,0.0002188402,0.000428349,0.001573994,0.0004460233],"domain_scores_gemma":[0.9863079,0.01040805,0.000986933,0.0003972933,0.001635397,0.0002643751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002377604,0.004739598,0.1358025,0.001988003,0.001207472,0.0003478209,0.006442654,0.433662,0.006385827,0.02225667,0.002367376,0.3824225],"study_design_scores_gemma":[0.0005130201,0.02069638,0.216225,0.0006768913,0.0007127879,0.0001642204,0.03045098,0.6736026,0.009140084,0.02703733,0.0204101,0.0003705961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932747,0.0005405816,0.07599311,0.000167247,0.00006495619,0.003107939,0.000980386,0.0001438884,0.0257271],"genre_scores_gemma":[0.9316033,0.000322081,0.06204235,0.00004146287,0.00001694071,0.001679581,0.0005129587,0.00002863005,0.003752737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548979,"threshold_uncertainty_score":0.04472083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404130128","doi":"10.54941/ahfe1005574","title":"Investigating common factors needed for consumers to trust AI\\ML","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Bruce Nagy","is_ca":false},{"name":"Scot Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09491656336525807,"gpt":0.4592122021692556,"spread":0.3642956388039975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02587115,0.0002390857,0.0003184804,0.001081198,0.0013599,0.004630567,0.0004700945,0.0008929201,0.002317791],"category_scores_gemma":[0.09515752,0.000424451,0.000624295,0.001004949,0.002562322,0.004022568,0.00221549,0.001370042,0.0002455614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646829,"about_ca_system_score_gemma":0.002821092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008499634,"about_ca_topic_score_gemma":0.006844264,"domain_scores_codex":[0.9831339,0.008934277,0.001306314,0.0009660478,0.0044429,0.00121657],"domain_scores_gemma":[0.8921075,0.05938433,0.01896893,0.009487516,0.01732295,0.002728856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005086553,0.0004084962,0.8295386,0.0002364745,0.0001170285,0.0002546887,0.08816158,0.0008533093,0.004054336,0.008506475,0.001196148,0.06616424],"study_design_scores_gemma":[0.00005824093,0.001105916,0.8577275,0.000177174,0.0001191648,0.0002462423,0.1122274,0.01003157,0.0030402,0.007419187,0.007720129,0.0001272515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987924,0.00002807389,0.005039663,0.001046762,0.00000748868,0.0001291127,0.0000543784,0.00002472249,0.005745772],"genre_scores_gemma":[0.9981731,0.00001302795,0.001522542,0.0000665394,0.000002829531,0.00003838641,0.00002762811,0.000004032397,0.0001517752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02587115,"threshold_uncertainty_score":0.1368214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478614","doi":"10.54941/ahfe1004902","title":"Design a Rehabilitation Platform to Improve Mild Cognitive Impairment by Integrating Cognitive Training Games with Moderate-intensity Cycling Exercise","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cycling; Training (meteorology); Cognition; Physical medicine and rehabilitation; Rehabilitation; Cognitive impairment; Cognitive training; Cognitive rehabilitation therapy; Computer science; Intensity (physics); Human–computer interaction; Psychology; Physical therapy; Medicine; Neuroscience","authors":[{"name":"Hsuan-Yu Lu","is_ca":false},{"name":"Zhongping Ye","is_ca":false},{"name":"Chun Hang Eden Ti","is_ca":false},{"name":"Cathy Lau","is_ca":false},{"name":"Chengpeng Hu","is_ca":false},{"name":"Xiangqian Shi","is_ca":false},{"name":"Raymond Kai‐Yu Tong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03849820115840855,"gpt":0.3436867135051723,"spread":0.3051885123467638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297253,0.001074361,0.0006670528,0.0007485489,0.0003561141,0.0003592536,0.0009634371,0.0006066759,0.004565314],"category_scores_gemma":[0.0003398262,0.0002045332,0.0008578811,0.0001605594,0.0002397664,0.0003186405,0.0007887671,0.0004390096,0.000938373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520144,"about_ca_system_score_gemma":0.001047777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181214,"about_ca_topic_score_gemma":0.001375967,"domain_scores_codex":[0.9996898,0.00005655852,0.0000306183,0.00007671263,0.00005683444,0.00008942744],"domain_scores_gemma":[0.9998941,0.00000974024,0.00001150767,0.000006415853,0.00002245608,0.00005569772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02644099,0.07165752,0.01952971,0.004809683,0.0006958888,0.001202096,0.0008761582,0.01588847,0.2256306,0.003444775,0.007531769,0.6222923],"study_design_scores_gemma":[0.03929863,0.4190571,0.2148422,0.0008420454,0.003138846,0.001998733,0.001259987,0.1546487,0.1072847,0.005188339,0.05193413,0.0005067068],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688151,0.0006338139,0.09312746,0.0004783035,0.0004571745,0.02690114,0.0009313569,0.001465418,0.007190259],"genre_scores_gemma":[0.8229128,0.000635699,0.1329031,0.0005627283,0.00009174093,0.03362643,0.0007115819,0.00005331157,0.008502643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004565314,"threshold_uncertainty_score":0.01527256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382644618","doi":"10.54941/ahfe1003340","title":"Housing in Japan toward a Super-ageing Society: How Far Have We Accomplished and What Remains to Be Done?","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Incentive; Population ageing; Subsidy; Population; Quarter (Canadian coin); Work (physics); Business; Engineering; Economic growth; Political science; Economics; Geography; Medicine; Environmental health; Law","authors":[{"name":"Satoshi Kose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05832582822944331,"gpt":0.3268864766852222,"spread":0.2685606484557789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004507629,0.000965353,0.001173355,0.0009959566,0.004332781,0.005860508,0.001568356,0.004247734,0.005161905],"category_scores_gemma":[0.003528919,0.0004662977,0.0009541479,0.0018611,0.00376791,0.009161823,0.00478363,0.002896468,0.001405401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005440906,"about_ca_system_score_gemma":0.01672655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05886469,"about_ca_topic_score_gemma":0.0748456,"domain_scores_codex":[0.9980587,0.0005926063,0.0001645957,0.0002089501,0.0002806654,0.0006944781],"domain_scores_gemma":[0.9956825,0.0002763635,0.0004742745,0.00014056,0.001453838,0.001972432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000441569,0.0004415043,0.0630165,0.01793214,0.0005220206,0.002166173,0.02672778,0.0008842656,0.003020961,0.04153425,0.286558,0.5567548],"study_design_scores_gemma":[0.0000954901,0.0006913521,0.2266487,0.007700779,0.0005150747,0.001009488,0.08928613,0.0008688435,0.001045832,0.01500813,0.656803,0.0003272962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0612533,0.5339938,0.001055119,0.380411,0.008789772,0.00005293345,0.0004715137,0.0001432608,0.01382928],"genre_scores_gemma":[0.4064777,0.5077634,0.007416878,0.06079767,0.005286444,0.0002250981,0.001070812,0.0001122972,0.0108496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05886469,"threshold_uncertainty_score":0.1170441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382365491","doi":"10.54941/ahfe1003281","title":"Towards Kenyan Sign Language Hand Gesture Recognition Dataset","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gesture; Computer science; Sign language; Artificial intelligence; Gesture recognition; Lexicon; Natural language processing; Sign (mathematics); Alphabet; MNIST database; Speech recognition; Deep learning; Linguistics","authors":[{"name":"Casam Njagi Nyaga","is_ca":false},{"name":"Ruth Wario","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03478138762305343,"gpt":0.301011409146164,"spread":0.2662300215231106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008528498,0.002003865,0.001314298,0.003038781,0.001612257,0.001011788,0.00246506,0.001651445,0.01450804],"category_scores_gemma":[0.001964326,0.0003719642,0.001107598,0.002099999,0.0005284504,0.001355921,0.002193944,0.00167099,0.02036804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500123,"about_ca_system_score_gemma":0.002384384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03124004,"about_ca_topic_score_gemma":0.08124165,"domain_scores_codex":[0.9987087,0.0001333166,0.0001570075,0.0002797728,0.0005159036,0.0002052399],"domain_scores_gemma":[0.999245,0.00005849325,0.00004548053,0.000181948,0.000372178,0.00009690317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008581691,0.0009590726,0.01015289,0.001386466,0.0001176766,0.0008989106,0.0001567123,0.003654091,0.01598674,0.002413497,0.7546116,0.2088042],"study_design_scores_gemma":[0.0005108578,0.0008299645,0.1002195,0.001056652,0.0002083471,0.003414969,0.001367065,0.0628604,0.03526259,0.003478697,0.7904499,0.0003411242],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.107909,0.002696106,0.02132828,0.001467365,0.001095332,0.002873273,0.8257356,0.01225145,0.02464347],"genre_scores_gemma":[0.02261165,0.0003992866,0.01693125,0.0001821991,0.00003618467,0.001399401,0.9506954,0.0001385146,0.007606146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03124004,"threshold_uncertainty_score":0.06211644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416039724","doi":"10.54941/ahfe1006972","title":"Promoting Autonomy in Older Adults with Cognitive Impairment: Co-Designing an Interactive Calendar for Memory Support","year":2025,"lang":"","type":"article","venue":"AHFE international","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Usability; Cognition; Dementia; Focus group; Process (computing); Likert scale; Autonomy; Cognitive reframing","authors":[{"name":"Alyssa Weakley","is_ca":false},{"name":"Sasha Neil Pimento","is_ca":false},{"name":"Amey Gohil","is_ca":false},{"name":"Payal Hegde","is_ca":false},{"name":"Arveen Kaur","is_ca":false},{"name":"Priyanka Koppolu","is_ca":false},{"name":"Hritvik Agarwal","is_ca":false},{"name":"Tejas Patil","is_ca":false},{"name":"Andrew T. Weakley","is_ca":false},{"name":"Sarah Tomaszewski Farias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136928655851588,"gpt":0.3516578309283905,"spread":0.3402885443698747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008045733,0.0008015762,0.0003884053,0.001099376,0.001040592,0.002317944,0.001305817,0.0007690393,0.00152535],"category_scores_gemma":[0.02201607,0.000387945,0.0009306853,0.000492505,0.001073225,0.002156818,0.002552999,0.0008562996,0.0005311526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663611,"about_ca_system_score_gemma":0.002284835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000801525,"about_ca_topic_score_gemma":0.002117915,"domain_scores_codex":[0.9958346,0.002618167,0.0004119235,0.0003226709,0.000552466,0.0002601676],"domain_scores_gemma":[0.990341,0.005709808,0.0007686762,0.001049725,0.001251983,0.000878773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001092342,0.003982931,0.06571829,0.003949661,0.0001612743,0.002351448,0.1665253,0.002420896,0.02635125,0.002859917,0.0105484,0.7140383],"study_design_scores_gemma":[0.002316888,0.02705857,0.2017378,0.004344056,0.002055058,0.01435648,0.2140732,0.02406737,0.05366969,0.01462777,0.4406478,0.001045267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317251,0.001007557,0.05353279,0.001488084,0.0001941648,0.00322271,0.0001247759,0.0008940444,0.007810841],"genre_scores_gemma":[0.7495441,0.0009851005,0.2447096,0.0003899945,0.00005687989,0.001582798,0.0002022881,0.0001126337,0.00241662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008045733,"threshold_uncertainty_score":0.04255038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411755868","doi":"10.54941/ahfe1006190","title":"Patients over Process: Stratifying Risk in the Design, Development, and Deployment of Artificial Intelligence in Healthcare","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Software deployment; Health care; Process (computing); Computer science; Risk analysis (engineering); Business; Software engineering","authors":[{"name":"Bryan Johnston","is_ca":false},{"name":"Jay Kalra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1434838832582309,"gpt":0.4446866221559969,"spread":0.3012027388977659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.117331,0.00135465,0.0009448414,0.004393244,0.005898683,0.02603532,0.003481862,0.007502435,0.003745931],"category_scores_gemma":[0.1879933,0.001785726,0.001599483,0.00242652,0.02972207,0.03185917,0.01701171,0.01140183,0.001176629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147339,"about_ca_system_score_gemma":0.02348504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489438,"about_ca_topic_score_gemma":0.004433523,"domain_scores_codex":[0.8515816,0.1131531,0.007326983,0.00698767,0.0169559,0.003994918],"domain_scores_gemma":[0.79909,0.157476,0.01291926,0.01138168,0.01224678,0.006886194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000685492,0.0003247543,0.03993794,0.00130226,0.0002467557,0.0006786023,0.05836792,0.01186155,0.001017417,0.5914846,0.009327406,0.2847653],"study_design_scores_gemma":[0.0001284326,0.000372545,0.005232756,0.003245278,0.0003510502,0.0009546074,0.01331212,0.01965556,0.002218443,0.8726748,0.08166277,0.0001917517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09339132,0.02907603,0.4667377,0.320096,0.001406631,0.001156923,0.0001886061,0.0009337798,0.08701292],"genre_scores_gemma":[0.8240519,0.009588841,0.1468407,0.01388232,0.0007349625,0.0006559005,0.000114967,0.0003548882,0.003775521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.117331,"threshold_uncertainty_score":0.6205128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411755887","doi":"10.54941/ahfe1006207","title":"Stethoscope to Algorithm: Equipping Tomorrow’s Doctors for Artificial Intelligence Driven Healthcare","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stethoscope; Computer science; Health care; Artificial intelligence; Medicine","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"Bryan Johnston","is_ca":false},{"name":"Zoher Rafid-Hamed","is_ca":false},{"name":"Patrick Seitzinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07813473254975084,"gpt":0.4603010113626261,"spread":0.3821662788128752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006180799,0.0004160029,0.0003139359,0.0009843817,0.00374079,0.004817126,0.001669396,0.004511088,0.0143101],"category_scores_gemma":[0.02739732,0.0003482307,0.0005644684,0.0006400278,0.00589206,0.00635253,0.007164284,0.005104807,0.005146279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725428,"about_ca_system_score_gemma":0.01296629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009961377,"about_ca_topic_score_gemma":0.02564758,"domain_scores_codex":[0.9954441,0.002378205,0.0002017606,0.0003939559,0.001008764,0.000573298],"domain_scores_gemma":[0.9886929,0.004125952,0.0005884645,0.000600569,0.001703113,0.004288973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002451934,0.0004576698,0.01797922,0.0008579738,0.00003815859,0.001891896,0.04540679,0.001767991,0.004754504,0.09709694,0.3471732,0.4823304],"study_design_scores_gemma":[0.0001013657,0.0003247296,0.004124294,0.0008695752,0.0000285397,0.002136475,0.01652361,0.00417725,0.002592216,0.05010322,0.9189028,0.0001160993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06413499,0.009470281,0.1850123,0.5720862,0.007502129,0.0006370111,0.000351211,0.002107809,0.1586982],"genre_scores_gemma":[0.4913676,0.01227664,0.3507893,0.0905062,0.002389539,0.0004111134,0.0007105957,0.0005406303,0.05100831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0143101,"threshold_uncertainty_score":0.04787201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416039755","doi":"10.54941/ahfe1006960","title":"Introducing the CARES Model: Integrating Artificial Intelligence, Medical Education, and Patient-Centered Care","year":2025,"lang":"","type":"article","venue":"AHFE international","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainstream; Curriculum; Core competency; Health care; Medical practice; Bridge (graph theory); Clinical Practice; Graduate medical education","authors":[{"name":"Bryan Johnston","is_ca":false},{"name":"Jay Kalra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05981871187589421,"gpt":0.413159558941477,"spread":0.3533408470655828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02041502,0.0008549323,0.0005233829,0.003114352,0.004907195,0.01305601,0.002732218,0.004932737,0.005117258],"category_scores_gemma":[0.02073337,0.0005554407,0.001258729,0.001723361,0.02857143,0.01344341,0.01143316,0.007378845,0.00125451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636848,"about_ca_system_score_gemma":0.04596063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004352,"about_ca_topic_score_gemma":0.0260629,"domain_scores_codex":[0.9751195,0.01760223,0.0008557665,0.001095402,0.004083693,0.001243345],"domain_scores_gemma":[0.9769341,0.01287943,0.0009753932,0.001655138,0.003193204,0.004362707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000403961,0.0001381377,0.002392086,0.0004066806,0.00002259518,0.0002460524,0.02116198,0.00160391,0.0002548697,0.8870959,0.0170613,0.06957605],"study_design_scores_gemma":[0.00007943402,0.0002102648,0.001680018,0.002290588,0.00004311506,0.0006397558,0.01628741,0.00741662,0.0007142401,0.6033211,0.3672071,0.0001101907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02779545,0.006269166,0.3196255,0.3280841,0.002500006,0.001226368,0.0003178894,0.001035397,0.3131462],"genre_scores_gemma":[0.5431486,0.006204108,0.3954404,0.02974162,0.0008788942,0.001558854,0.0004580103,0.0003242764,0.02224519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02041502,"threshold_uncertainty_score":0.1187622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411755566","doi":"10.54941/ahfe1006092","title":"Early detection of risk for cognitive decline using mobile apps and eye tracking-based biomarkers","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Eye tracking; Cognitive decline; Cognition; Artificial intelligence; Tracking (education); Medicine; Psychology; Neuroscience; Dementia; Internal medicine","authors":[{"name":"Martin Pszeida","is_ca":false},{"name":"Michael Schneeberger","is_ca":false},{"name":"Jochen A. Mosbacher","is_ca":false},{"name":"Silvia Russegger","is_ca":false},{"name":"Thomas Orgel","is_ca":false},{"name":"Elke Zweytik","is_ca":false},{"name":"Sandra Zweytik","is_ca":false},{"name":"Lucas Paletta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304214675419976,"gpt":0.31078976395191,"spread":0.2977476171977103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000420096,0.0006021765,0.0003832633,0.001183509,0.0001766762,0.0006410573,0.0002335428,0.000439435,0.001305299],"category_scores_gemma":[0.001633738,0.0001551906,0.0002576038,0.0004523486,0.00008224808,0.0004425455,0.0003539332,0.0002630035,0.0003776212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388922,"about_ca_system_score_gemma":0.0001746704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249895,"about_ca_topic_score_gemma":0.006672441,"domain_scores_codex":[0.9997775,0.00005476468,0.00002138554,0.00005514843,0.00006985237,0.00002140402],"domain_scores_gemma":[0.9994439,0.0001607218,0.0001727777,0.00002321339,0.0001650407,0.00003428852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057378,0.0008473578,0.7390594,0.0003188864,0.000206663,0.0003247389,0.0007744326,0.0007087573,0.02798931,0.0001449054,0.001229984,0.2273382],"study_design_scores_gemma":[0.00006529623,0.002491809,0.9663385,0.0001195331,0.0002297522,0.0009030405,0.0006260675,0.01135698,0.01528799,0.0003526224,0.002176067,0.00005222648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895689,0.0006809465,0.006019751,0.0001194289,0.00002622644,0.0001850204,0.0007792162,0.0002213294,0.002399356],"genre_scores_gemma":[0.9820485,0.0005435587,0.01510377,0.00007932418,0.00002595829,0.000159414,0.000331909,0.000006535974,0.001700996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002249895,"threshold_uncertainty_score":0.004473627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383959100","doi":"10.54941/ahfe1003692","title":"A Designer Situation","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meritocracy; Incentive; Ideology; Sociology; Value (mathematics); Public relations; Engineering ethics; Marketing; Computer science; Political science; Engineering; Business; Economics; Law","authors":[{"name":"Yi Luo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09110210303028037,"gpt":0.4365548515164677,"spread":0.3454527484861873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008805638,0.00105011,0.0008582589,0.002515251,0.03109801,0.02215638,0.002610346,0.009080989,0.07476467],"category_scores_gemma":[0.009766203,0.001206634,0.0009970436,0.002318966,0.01214712,0.01136427,0.01532651,0.006916862,0.01473335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0098418,"about_ca_system_score_gemma":0.008025728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141119,"about_ca_topic_score_gemma":0.009945256,"domain_scores_codex":[0.9820968,0.007781857,0.001033176,0.00348474,0.002386285,0.003217072],"domain_scores_gemma":[0.9920752,0.002077556,0.0006930745,0.0008682576,0.001547312,0.002738738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003076765,0.0002974604,0.009478844,0.000442228,0.00003868519,0.01178965,0.1841296,0.0003973309,0.00159068,0.6254389,0.1139737,0.0521153],"study_design_scores_gemma":[0.00002902412,0.0001320939,0.0008600053,0.0003052147,0.00001549863,0.005965334,0.08570373,0.0003380149,0.0003657079,0.02064375,0.8855689,0.00007275339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1397988,0.003341806,0.01186866,0.03812097,0.002799997,0.0004080761,0.0004435349,0.0003751756,0.8028429],"genre_scores_gemma":[0.6345677,0.002866086,0.007341462,0.02143501,0.000544912,0.0003444638,0.000355365,0.0004037966,0.3321413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07476467,"threshold_uncertainty_score":0.2501127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285304050","doi":"10.54941/ahfe1002694","title":"Army Crew Training: Coaching with Intelligent Tutoring System (ITS)","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Crew; Trainer; Task (project management); Coaching; Computer science; Training (meteorology); Aeronautics; Simulation; Engineering; Artificial intelligence; Systems engineering","authors":[{"name":"Vlad Zotov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0396706110757296,"gpt":0.249151755844348,"spread":0.2094811447686184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364233,0.0003474742,0.0002884221,0.000230512,0.0001815545,0.0004903591,0.0007254622,0.0004792337,0.008335037],"category_scores_gemma":[0.001140143,0.0001256635,0.0001944555,0.0001882264,0.000136923,0.0004220663,0.000433042,0.0004314733,0.002143985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651325,"about_ca_system_score_gemma":0.0005641782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928257,"about_ca_topic_score_gemma":0.001387846,"domain_scores_codex":[0.9997608,0.00004046361,0.00001901421,0.00008262027,0.00006122527,0.00003582851],"domain_scores_gemma":[0.9996595,0.0001014492,0.0000281847,0.00005026444,0.00009649903,0.00006397295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009123333,0.001268255,0.009262168,0.0005503937,0.00007729349,0.0004879251,0.001112072,0.05285962,0.1069357,0.002866153,0.02049002,0.8031782],"study_design_scores_gemma":[0.0003805291,0.001746663,0.01467104,0.0001032842,0.0001738121,0.000886617,0.0002473225,0.741906,0.1399509,0.002037969,0.09780523,0.00009067864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2304222,0.0002579226,0.6236826,0.000498695,0.0001705794,0.001006356,0.0007493042,0.110592,0.03262044],"genre_scores_gemma":[0.7654238,0.0001651246,0.2112195,0.0002363869,0.00005848459,0.0005000914,0.0007745603,0.0004500751,0.0211721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008335037,"threshold_uncertainty_score":0.02788341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399479283","doi":"10.54941/ahfe1005241","title":"Safety Culture Indicators - For Improvement Not Assessment","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Safety culture; Computer science; Reliability engineering; Engineering; Management","authors":[{"name":"Mark G. Fleming","is_ca":false},{"name":"Rebecca Cairns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06497251652847624,"gpt":0.5450457135921596,"spread":0.4800731970636833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2155634,0.002666838,0.004671863,0.02265985,0.003114834,0.01654934,0.00544327,0.003801013,0.009542371],"category_scores_gemma":[0.3915945,0.001419561,0.00631549,0.02565163,0.004805076,0.02187507,0.01166933,0.01216358,0.003125168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01864748,"about_ca_system_score_gemma":0.06230754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440561,"about_ca_topic_score_gemma":0.009469763,"domain_scores_codex":[0.6962087,0.1497147,0.05726636,0.00832606,0.0847466,0.003737509],"domain_scores_gemma":[0.5261241,0.2283973,0.05812498,0.02436888,0.15589,0.007094915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002169141,0.0003017788,0.01087556,0.07716325,0.0008294479,0.0001130793,0.004666366,0.0009185399,0.000651433,0.0417569,0.05559054,0.8069162],"study_design_scores_gemma":[0.0004507088,0.001292595,0.03642476,0.2926606,0.002144949,0.0005231581,0.01281459,0.003140844,0.003607784,0.05176779,0.5947452,0.0004270423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01917348,0.4545659,0.1396851,0.256272,0.02331926,0.0151314,0.01212828,0.002878492,0.07684612],"genre_scores_gemma":[0.239685,0.205812,0.473953,0.03546603,0.002089041,0.02391206,0.009801235,0.0006932865,0.008588446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2155634,"threshold_uncertainty_score":0.96735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226223744","doi":"10.54941/ahfe100865","title":"Human-Centred Principles for the Design of Shape-Changing Tangible User Interfaces","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Affordance; Object (grammar); Materiality (auditing); Human–computer interaction; Computer science; Action (physics); Perception; Function (biology); Cognitive science; Artificial intelligence; Psychology; Aesthetics","authors":[{"name":"Khawla Aljammaz","is_ca":false},{"name":"Chris Baber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1808117287978232,"gpt":0.3387376915074711,"spread":0.1579259627096479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008257668,0.002333021,0.0009039234,0.002013506,0.001714853,0.00663259,0.004884557,0.005642355,0.01301223],"category_scores_gemma":[0.01578098,0.002140619,0.002669093,0.0009121317,0.01254949,0.005041083,0.005507161,0.005952087,0.003704399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829641,"about_ca_system_score_gemma":0.002952105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796323,"about_ca_topic_score_gemma":0.003193697,"domain_scores_codex":[0.9919913,0.003247812,0.0005610539,0.001011582,0.002841051,0.0003471652],"domain_scores_gemma":[0.994478,0.003204634,0.0002907195,0.000812021,0.001007558,0.0002070775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003306284,0.00006107993,0.0003196114,0.0009165806,0.00005516876,0.0002535919,0.003344658,0.02470689,0.003034399,0.9177794,0.003174243,0.04632124],"study_design_scores_gemma":[0.0001125505,0.0001757577,0.0004326882,0.0008772525,0.00005944729,0.000395236,0.0005873828,0.05330449,0.002394492,0.7712844,0.1702795,0.00009665588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001444713,0.001864249,0.9674298,0.00205465,0.0001806686,0.0004292839,0.00004986944,0.0003166117,0.02623018],"genre_scores_gemma":[0.07825972,0.001987032,0.9082849,0.0007826929,0.00009229295,0.001525152,0.00009713317,0.0002590223,0.00871202],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01301223,"threshold_uncertainty_score":0.04367125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388104371","doi":"10.54941/ahfe1004370","title":"Medical Error Disclosure in Healthcare – The Scene across Canada","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Blame; Documentation; Health care; Full disclosure; Regret; Patient safety; Business; Psychology; Political science; Computer security; Computer science; Psychiatry","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"A. Saxena","is_ca":false},{"name":"Zoher Rafid-Hamed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0836507281445439,"gpt":0.5137762953345232,"spread":0.4301255671899793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006535286,0.0003287199,0.0007038457,0.00349151,0.01917508,0.006326847,0.003288714,0.001784864,0.002360568],"category_scores_gemma":[0.03330019,0.0006580938,0.0008468037,0.01077705,0.004159095,0.0016865,0.004332191,0.003125095,0.0001755372],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2660034,"about_ca_system_score_gemma":0.5035675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986355,"about_ca_topic_score_gemma":0.9990953,"domain_scores_codex":[0.9821274,0.001884653,0.001225999,0.001195003,0.009450656,0.00411629],"domain_scores_gemma":[0.9173397,0.007297512,0.008491916,0.001643495,0.04763784,0.01758959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000570683,0.0002615526,0.550692,0.002037905,0.0003643656,0.005457492,0.07176805,0.002447876,0.0019033,0.03106055,0.110244,0.2231922],"study_design_scores_gemma":[0.00006996581,0.00015153,0.7559434,0.001795117,0.0002096303,0.001351055,0.09975988,0.001746361,0.0007356901,0.001856309,0.1358937,0.0004872807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7490569,0.0342385,0.001537377,0.1537749,0.001217607,0.0005726509,0.005250772,0.0002578811,0.05409327],"genre_scores_gemma":[0.9697833,0.009971342,0.001499614,0.01254882,0.00008818959,0.00004649788,0.0009812824,0.00006474568,0.005016226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7339966,"threshold_uncertainty_score":0.851332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399478893","doi":"10.54941/ahfe1004624","title":"Investigation of Potential fNIRS-based Biomarkers in Multi-Domain Virtual Reality Tasks for MCI Assessment","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Virtual reality; Human–computer interaction; Domain (mathematical analysis)","authors":[{"name":"Yanjie Zhang","is_ca":false},{"name":"Fan Li","is_ca":false},{"name":"Su Yeon Han","is_ca":false},{"name":"Donglin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02649840248893474,"gpt":0.306428026521212,"spread":0.2799296240322772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009925781,0.001449752,0.0005306923,0.001369367,0.0002309628,0.001101485,0.0004857453,0.001051388,0.000912959],"category_scores_gemma":[0.002317886,0.0002327816,0.0004656971,0.0006337225,0.0002341563,0.0007139596,0.0003070447,0.0004254904,0.0004344248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617689,"about_ca_system_score_gemma":0.0003860034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891539,"about_ca_topic_score_gemma":0.008663818,"domain_scores_codex":[0.9996705,0.00007904755,0.00002349154,0.0000845532,0.0001006027,0.00004186154],"domain_scores_gemma":[0.9995321,0.0001499384,0.0000876601,0.00001732922,0.0001801867,0.00003278757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00644582,0.000924925,0.1437643,0.002770863,0.001147463,0.002198913,0.001178616,0.008252203,0.246215,0.001180313,0.004092294,0.5818292],"study_design_scores_gemma":[0.0004166345,0.004810269,0.6918899,0.0009368131,0.002640857,0.0103132,0.00236038,0.1420443,0.1243061,0.006770302,0.01293636,0.0005748905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777972,0.02833323,0.07926232,0.0006014688,0.0004954999,0.0004599367,0.002113944,0.0006420775,0.01029429],"genre_scores_gemma":[0.9548163,0.004597,0.03747376,0.0003663463,0.0001551073,0.0003225705,0.0005397341,0.00003382902,0.001695387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003891539,"threshold_uncertainty_score":0.007737756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285154277","doi":"10.54941/ahfe1002520","title":"Development of A Smart Database for Construction Inventory Management Using Deep Learning to Eliminate Supply Chain Bottlenecks Post COVID-19","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Supply chain; Portfolio; Diversification (marketing strategy); Analytics; Big data; Computer science; Business; Postponement; Phase (matter); Industrial organization; Finance; Data science; Marketing","authors":[{"name":"Unmesa Ray","is_ca":false},{"name":"Abdulaziz Banawi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02572621894046505,"gpt":0.278386614236666,"spread":0.2526603952962009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463752,0.0008720463,0.0007440807,0.001707974,0.0004594148,0.00246599,0.002706984,0.0007584962,0.00355946],"category_scores_gemma":[0.003685923,0.0005969603,0.000764641,0.001391795,0.0002968377,0.003548976,0.001591905,0.00148874,0.002732441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009145928,"about_ca_system_score_gemma":0.001744083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020067,"about_ca_topic_score_gemma":0.0147724,"domain_scores_codex":[0.9991239,0.0000965388,0.0001127305,0.0002718867,0.0003078222,0.00008722419],"domain_scores_gemma":[0.9987934,0.0002127548,0.00009169769,0.0003662766,0.0004262377,0.0001096964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008217603,0.001163269,0.02507775,0.0004252893,0.0003703704,0.0004291863,0.00037787,0.1016725,0.01171169,0.00685386,0.06967507,0.7814213],"study_design_scores_gemma":[0.00008351346,0.0001936555,0.004621359,0.0000556526,0.00006254468,0.00009942801,0.0002168347,0.9414195,0.01694345,0.006183454,0.03006979,0.00005077589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1310737,0.002176115,0.7247127,0.002512676,0.0008392062,0.0007595092,0.02353408,0.09993763,0.01445429],"genre_scores_gemma":[0.409314,0.001191054,0.5255775,0.0009387901,0.0001315771,0.0005526032,0.05286556,0.000996594,0.008432147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020067,"threshold_uncertainty_score":0.02028263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285299902","doi":"10.54941/ahfe1002458","title":"Global Changes to Driver Behavior Amid COVID-19","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Distracted driving; Coronavirus disease 2019 (COVID-19); Computer security; Social distance; Travel behavior; Poison control; Transport engineering; Pandemic; Computer science; Business; Engineering; Psychology; Environmental health; Medicine","authors":[{"name":"Siby Samuel","is_ca":false},{"name":"Yovela Murzello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01578480354391228,"gpt":0.2723960392890525,"spread":0.2566112357451403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357242,0.0003120801,0.0004867741,0.001048205,0.000204164,0.0009954362,0.0004344598,0.0005519366,0.001268518],"category_scores_gemma":[0.002816023,0.0001384734,0.001057936,0.001401667,0.0003791098,0.001058018,0.0006141771,0.0007713822,0.0002633767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142587,"about_ca_system_score_gemma":0.00186971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02926687,"about_ca_topic_score_gemma":0.03759984,"domain_scores_codex":[0.999247,0.0001539084,0.0001075326,0.000190963,0.0001923613,0.0001082196],"domain_scores_gemma":[0.9984121,0.000317921,0.0003999786,0.00005141311,0.0007503195,0.00006814516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007208943,0.0001185667,0.3666604,0.02776548,0.002012125,0.001171239,0.005246759,0.001691626,0.004823884,0.004525532,0.01750017,0.5677633],"study_design_scores_gemma":[0.00002197931,0.0005594559,0.8449399,0.004470688,0.001216925,0.0009414668,0.00470553,0.0005254064,0.001791707,0.001344286,0.1393714,0.0001113127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4150855,0.5356408,0.00344485,0.01277646,0.001531648,0.0001773944,0.01488401,0.0002077453,0.01625157],"genre_scores_gemma":[0.6789433,0.3063248,0.001577513,0.004007662,0.0004771054,0.0001204447,0.006781488,0.00003299105,0.001734676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02926687,"threshold_uncertainty_score":0.05819303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411754319","doi":"10.54941/ahfe1006542","title":"Non-standard work hours, accidents and injuries among seafarers. A systematic Review","year":2025,"lang":"en","type":"review","venue":"AHFE international","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Medical emergency; Computer science; Aeronautics; Medicine; Engineering; Mechanical engineering","authors":[{"name":"Israel Paul Nyarubeli","is_ca":false},{"name":"Bente E. Moen","is_ca":false},{"name":"Anette Harris","is_ca":false},{"name":"Ståle Pallesen","is_ca":false},{"name":"Erlend Sunde","is_ca":false},{"name":"Øystein Vedaa","is_ca":false},{"name":"Elise Victoria Tørdal","is_ca":false},{"name":"Bjørn Bjorvatn","is_ca":false},{"name":"Siri Waage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008323181079369807,"gpt":0.2911147201561707,"spread":0.2827915390768009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008107006,0.001576996,0.008864586,0.00872792,0.0007375744,0.003015399,0.001611333,0.002140696,0.004249532],"category_scores_gemma":[0.03926726,0.001532234,0.01157942,0.00959859,0.0008583051,0.002182799,0.001503768,0.001383731,0.0002932417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281651,"about_ca_system_score_gemma":0.01284422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388362,"about_ca_topic_score_gemma":0.03342698,"domain_scores_codex":[0.9907932,0.002631855,0.003769269,0.0007976402,0.001731245,0.0002766848],"domain_scores_gemma":[0.9763024,0.0159179,0.005285362,0.0004018456,0.001852577,0.0002399379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001329885,0.00001411278,0.001275559,0.9685971,0.01325221,0.00006363965,0.000154542,0.00007178669,0.00005158982,0.00009673331,0.0007572253,0.01553246],"study_design_scores_gemma":[0.0002512176,0.000218916,0.007876093,0.8575574,0.1215115,0.0003848979,0.000318837,0.00008216313,0.0001021531,0.0002796811,0.01137765,0.00003945013],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001019242,0.9978786,0.0001128512,0.0001227275,0.00009854489,0.0002648507,0.0003554392,0.000005058832,0.0001428438],"genre_scores_gemma":[0.02050211,0.9772516,0.0006024403,0.0003952573,0.00008790503,0.0007651915,0.0002753696,0.000005115868,0.0001149739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01388362,"threshold_uncertainty_score":0.04287446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382365757","doi":"10.54941/ahfe1003065","title":"On the Development of Protective Devices for Bending Press","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Brake; Factory (object-oriented programming); Mechanical engineering; Engineering; Work (physics); Computer science; Manufacturing engineering; Automotive engineering","authors":[{"name":"Ahn Dung Ngô","is_ca":false},{"name":"Tony Venditti","is_ca":false},{"name":"Phuong Tran Nguyen Duy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2866445659912539,"gpt":0.5598593884174954,"spread":0.2732148224262415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123605,0.000787723,0.0003970098,0.001930786,0.0007666156,0.001212763,0.001410759,0.001121922,0.005002548],"category_scores_gemma":[0.001699185,0.0004177438,0.0006262793,0.00103798,0.0007728994,0.002011928,0.0008196645,0.0008002528,0.002141856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316843,"about_ca_system_score_gemma":0.001190804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00511802,"about_ca_topic_score_gemma":0.005531843,"domain_scores_codex":[0.9983791,0.000200689,0.00007437053,0.0002032409,0.0009596808,0.0001829671],"domain_scores_gemma":[0.9984764,0.0002566473,0.0001688562,0.0001133601,0.0009089647,0.00007568796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002749332,0.0004016336,0.00460197,0.00300179,0.00004698926,0.001387709,0.001590887,0.002133051,0.4078661,0.01275909,0.006019283,0.5599166],"study_design_scores_gemma":[0.00003351103,0.002823395,0.0169412,0.001154256,0.0001439945,0.002641708,0.001431639,0.005918867,0.5551133,0.001301451,0.4123845,0.0001122616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3747235,0.170323,0.2573042,0.004730961,0.001822463,0.00183587,0.0003940349,0.001830806,0.1870352],"genre_scores_gemma":[0.63187,0.1358345,0.1289098,0.00125559,0.0003792051,0.0003382635,0.000690332,0.000211387,0.1005109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00511802,"threshold_uncertainty_score":0.0167352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382644804","doi":"10.54941/ahfe1003478","title":"Quality Care and Patient Safety: A Best Practice Model for Medical Error Disclosure","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Blame; Health care; Patient safety; Regret; Documentation; Full disclosure; Best practice; Quality (philosophy); Business; Process (computing); Psychology; Computer science; Political science; Social psychology; Computer security","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"Zoher Rafid-Hamed","is_ca":false},{"name":"Chiamaka Okonkwo","is_ca":false},{"name":"Patrick Seitzinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1210945826777385,"gpt":0.5362565685077064,"spread":0.4151619858299679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09535948,0.001289347,0.001096116,0.00651005,0.008043906,0.01921391,0.007663158,0.008663179,0.004194639],"category_scores_gemma":[0.1417975,0.001026807,0.002125229,0.006145782,0.01818806,0.00929209,0.008593566,0.007903962,0.00105878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07990931,"about_ca_system_score_gemma":0.1999507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2122815,"about_ca_topic_score_gemma":0.2017264,"domain_scores_codex":[0.8475391,0.09261963,0.008121016,0.006678669,0.03872198,0.006319544],"domain_scores_gemma":[0.8230391,0.07435716,0.01854649,0.01286175,0.05629364,0.01490195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001263803,0.0006670947,0.01963485,0.001607881,0.0002575003,0.0006382209,0.01550649,0.02865074,0.0005172259,0.7653902,0.02639756,0.1406059],"study_design_scores_gemma":[0.0005495609,0.0009162191,0.01321788,0.007033219,0.0003292875,0.0009751437,0.01278104,0.07005921,0.001072888,0.6883143,0.2043287,0.0004226319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02530125,0.005345372,0.4020702,0.3964161,0.0009410178,0.004119462,0.000413343,0.0009108895,0.1644824],"genre_scores_gemma":[0.5380927,0.004706927,0.4280809,0.01838426,0.0004336487,0.002864088,0.0003018321,0.0001259207,0.007009644],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2122815,"threshold_uncertainty_score":0.5797853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285165661","doi":"10.54941/ahfe1002107","title":"Medical Error Disclosure: A Quality Perspective and Ethical Dilemma in Healthcare Delivery","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dilemma; Health care; Autonomy; Patient safety; Quality (philosophy); Full disclosure; Perspective (graphical); Public relations; Psychology; Medicine; Business; Political science; Law; Computer security","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"Zoher Rafid-Hamed","is_ca":false},{"name":"Lily Wiebe","is_ca":false},{"name":"Patrick Seitzinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1106080465896564,"gpt":0.5305854390178678,"spread":0.4199773924282115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07214763,0.0006323686,0.0008383532,0.005032455,0.01993569,0.02870539,0.004338702,0.01337611,0.001270385],"category_scores_gemma":[0.1251442,0.0005232831,0.001070419,0.005772362,0.08024888,0.01646187,0.00854129,0.01790024,0.0002273007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07264573,"about_ca_system_score_gemma":0.1462324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2450179,"about_ca_topic_score_gemma":0.2514455,"domain_scores_codex":[0.875808,0.07632069,0.004740959,0.002868224,0.0309562,0.009305844],"domain_scores_gemma":[0.759999,0.1561781,0.02043656,0.00344331,0.04691327,0.01302965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006972871,0.0002095998,0.01355256,0.001125498,0.00006523805,0.002460006,0.1748769,0.001584938,0.000310661,0.6835293,0.04397672,0.07823896],"study_design_scores_gemma":[0.00006023117,0.0002690481,0.01133605,0.005538225,0.0001000944,0.00265603,0.2849392,0.001850624,0.0006292684,0.3691221,0.3232255,0.0002737334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01796553,0.03497072,0.005701326,0.9100612,0.001632776,0.00005588776,0.00002873866,0.00001776703,0.02956609],"genre_scores_gemma":[0.7493339,0.04622753,0.00911643,0.1862434,0.005133644,0.00009229936,0.00003298218,0.00005427407,0.003765575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2450179,"threshold_uncertainty_score":0.5270841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399479066","doi":"10.54941/ahfe1004895","title":"Retired independent women adjusting to co-living","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Independent living; Computer science; Medicine; Gerontology","authors":[{"name":"Marie J. Myers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0206464526400184,"gpt":0.3494770766915739,"spread":0.3288306240515554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009135046,0.0001836423,0.0002531846,0.0007629803,0.00241291,0.001158478,0.0004866398,0.0003671457,0.009477867],"category_scores_gemma":[0.003051937,0.0001651316,0.0002736611,0.0009704516,0.0007790835,0.001023653,0.001914873,0.000823377,0.0009841955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418052,"about_ca_system_score_gemma":0.001464269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466527,"about_ca_topic_score_gemma":0.03770962,"domain_scores_codex":[0.9994448,0.0001360207,0.00002361015,0.00006356886,0.00008571323,0.0002464214],"domain_scores_gemma":[0.9989594,0.000192327,0.0002803797,0.0000702991,0.0001568403,0.0003407793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002494288,0.0005716017,0.6400883,0.0004055751,0.00005516289,0.005034734,0.1908777,0.00006065228,0.001867589,0.002960493,0.01921223,0.1386167],"study_design_scores_gemma":[0.0000221499,0.0003137974,0.5473064,0.0003716642,0.00005455616,0.002002894,0.3806848,0.00007609263,0.0003210492,0.0005373879,0.06826389,0.00004540454],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803832,0.001487106,0.0001673525,0.001750958,0.0001307122,0.00007630092,0.0003327069,0.000008974318,0.0156627],"genre_scores_gemma":[0.9846768,0.001664769,0.0001754557,0.001523657,0.00007124873,0.00008745108,0.0002530083,0.000007942531,0.0115398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466527,"threshold_uncertainty_score":0.03170657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382563255","doi":"10.54941/ahfe1003940","title":"Emotional space design research based on bibliometric tools","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Space (punctuation); Citation; Citation index; Data science; Information retrieval; World Wide Web","authors":[{"name":"Yilan Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1798607627079263,"gpt":0.3429570417058,"spread":0.1630962789978737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02789926,0.001569781,0.003624903,0.3609989,0.001928383,0.008917944,0.002122867,0.00110266,0.01255248],"category_scores_gemma":[0.1283149,0.0006200094,0.003095138,0.3839537,0.001803015,0.007419304,0.004383362,0.0008249588,0.002910075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00420542,"about_ca_system_score_gemma":0.008723787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419992,"about_ca_topic_score_gemma":0.003586195,"domain_scores_codex":[0.9489197,0.0105288,0.01251198,0.003110963,0.02364939,0.001279241],"domain_scores_gemma":[0.8666398,0.08608801,0.01847332,0.005641112,0.02197984,0.001177865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004500975,0.000410042,0.09863273,0.0949292,0.002748649,0.0008727968,0.01408251,0.003879379,0.003577004,0.04748284,0.05841746,0.6745172],"study_design_scores_gemma":[0.0004282256,0.0006799972,0.3674248,0.0199635,0.005921527,0.002532189,0.02564175,0.01537187,0.01200055,0.05035278,0.4990213,0.0006614422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3274485,0.08654203,0.06446555,0.005052111,0.001220904,0.01375975,0.2736775,0.006017193,0.2218165],"genre_scores_gemma":[0.6752325,0.05036331,0.1252635,0.0004976646,0.001216724,0.03127176,0.1051513,0.0008492127,0.01015405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6390011,"threshold_uncertainty_score":0.1475471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285260176","doi":"10.54941/ahfe1002411","title":"Understanding dropout in distance and online learning by taking into account multiple factors","year":2022,"lang":"en","type":"article","venue":"AHFE international","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université TÉLUQ","funders":"","keywords":"Psychology; Drop out; Distance education; Marital status; Dropout (neural networks); Mathematics education; Higher education; Medical education; Social psychology; Computer science; Sociology; Demography; Medicine; Political science","authors":[{"name":"Louise Sauvé","is_ca":true},{"name":"Cathia Papı","is_ca":true},{"name":"Guillaume Desjardins","is_ca":true},{"name":"Serge Gerin Lajoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04486186341122744,"gpt":0.2960575681477987,"spread":0.2511957047365712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006438648,0.0004088883,0.000899161,0.002794906,0.001803093,0.002368765,0.00122959,0.0007360273,0.001946289],"category_scores_gemma":[0.01610469,0.0002857426,0.001059153,0.001867937,0.0008738975,0.002630723,0.002100772,0.001403273,0.0002666845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959664,"about_ca_system_score_gemma":0.002905319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05604665,"about_ca_topic_score_gemma":0.1003851,"domain_scores_codex":[0.9970594,0.0006723494,0.0003747502,0.0002427564,0.0009245343,0.0007262111],"domain_scores_gemma":[0.9884626,0.002578448,0.004655183,0.000494761,0.00190107,0.001907989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003170766,0.0001702836,0.9871969,0.00002947673,0.00003402605,0.00004327567,0.001918742,0.00008131618,0.00005228457,0.00009680897,0.0001966404,0.01014849],"study_design_scores_gemma":[0.000002459117,0.00009049217,0.995378,0.00004905502,0.0000256484,0.0000399118,0.003264623,0.0005166092,0.00004143377,0.0002012407,0.0003814449,0.000009039672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972398,0.0002950426,0.0006463836,0.0005054707,0.0000090857,0.00007029987,0.0001366492,0.000008869357,0.001088373],"genre_scores_gemma":[0.9985307,0.0001869567,0.0004522046,0.00009354785,0.00001235539,0.00003814762,0.0002460419,0.000003823946,0.0004361976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05604665,"threshold_uncertainty_score":0.1114409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411754536","doi":"10.54941/ahfe1006507","title":"Vibration Exposure During Neonatal Patient Transport by Ground and Air Ambulance","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vibration; Air transport; Aeronautics; Medicine; Environmental science; Acoustics; Engineering; Physics","authors":[{"name":"Keely Gibb","is_ca":false},{"name":"Michael Avarello","is_ca":false},{"name":"Patrick Kehoe","is_ca":false},{"name":"Andrew Law","is_ca":false},{"name":"Eric Chen","is_ca":false},{"name":"Eleanor Gerson","is_ca":false},{"name":"Kim Greenwood","is_ca":false},{"name":"Andrew Ibey","is_ca":false},{"name":"Jean Ngoie","is_ca":false},{"name":"Stephanie Redpath","is_ca":false},{"name":"Adrian D. C. Chan","is_ca":false},{"name":"James R. Green","is_ca":false},{"name":"Robert Langlois","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006704074918695478,"gpt":0.3133776092570019,"spread":0.3066735343383064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002270557,0.0001660081,0.0001954019,0.0002809541,0.0003997285,0.000345282,0.0002390492,0.0002278551,0.0008221337],"category_scores_gemma":[0.001004963,0.000100331,0.0001201933,0.0002620002,0.0004340254,0.0001109877,0.000316952,0.0001700813,0.0001246337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033824,"about_ca_system_score_gemma":0.0007996141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06706434,"about_ca_topic_score_gemma":0.09978798,"domain_scores_codex":[0.9997038,0.00004321484,0.00001202565,0.0000483272,0.0001380592,0.00005450607],"domain_scores_gemma":[0.999706,0.00006105003,0.00007702866,0.00001102635,0.000108389,0.00003645335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008955868,0.00007150431,0.8104727,0.0001495336,0.00004810857,0.001824653,0.006525986,0.001013281,0.1348191,0.00007101298,0.0003928888,0.04371556],"study_design_scores_gemma":[0.000003663177,0.000291738,0.9910545,0.00001996839,0.00001181326,0.0003609612,0.002219548,0.0004855139,0.005163797,0.00001845464,0.0003608046,0.000009256633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991085,0.00006141068,0.0003818773,0.0000116345,0.000002700545,0.00001160492,0.00007758656,0.00000616777,0.0003383418],"genre_scores_gemma":[0.9993038,0.00006074931,0.0003482245,0.0000129639,0.000001829894,0.000008816044,0.00006086819,0.000001946363,0.0002007897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06706434,"threshold_uncertainty_score":0.133348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399479314","doi":"10.54941/ahfe1004840","title":"Patient Centered Care: Medical Error Disclosure Guidelines Across Canada","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Patient care; Medicine; Nursing","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"Zoher Rafid-Hamed","is_ca":false},{"name":"Bryan Johnston","is_ca":false},{"name":"Patrick Seitzinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0861019767020421,"gpt":0.5081119509525193,"spread":0.4220099742504771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0334858,0.0005895565,0.0007559086,0.006516529,0.006843538,0.004867752,0.005934691,0.002721921,0.003702195],"category_scores_gemma":[0.08453356,0.0005824144,0.001108767,0.01020398,0.002676047,0.002019975,0.00352478,0.003125279,0.0007176556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1220019,"about_ca_system_score_gemma":0.4915749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9669527,"about_ca_topic_score_gemma":0.9836202,"domain_scores_codex":[0.9672219,0.00745254,0.006034589,0.001110818,0.01542115,0.002759007],"domain_scores_gemma":[0.8271374,0.01629418,0.009114741,0.002735338,0.1290663,0.01565206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001936779,0.0005823392,0.06139741,0.004627819,0.0001581496,0.001555003,0.01507019,0.005731347,0.001754922,0.02927087,0.4272268,0.4524315],"study_design_scores_gemma":[0.000222102,0.0002475524,0.1279264,0.01146677,0.0001942188,0.000932531,0.01043104,0.004385151,0.001906681,0.006648171,0.8351393,0.0005000149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1001395,0.08463462,0.04578515,0.4399949,0.004477603,0.01288451,0.01834238,0.002833252,0.2909081],"genre_scores_gemma":[0.5048556,0.06770521,0.2840419,0.08128082,0.000777813,0.005223638,0.01390923,0.0006679459,0.04153787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1220019,"threshold_uncertainty_score":0.8851898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416039733","doi":"10.54941/ahfe1006966","title":"Regulation of Artificial Intelligence in Healthcare – A Global View","year":2025,"lang":"","type":"article","venue":"AHFE international","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pace; Health care; Cornerstone; Legislation; Globe; Autonomy; Best practice; Dilemma; Data Protection Act 1998","authors":[{"name":"Jay Kalra","is_ca":false},{"name":"Bryan Johnston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1301632448724569,"gpt":0.4768617510970661,"spread":0.3466985062246092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03659463,0.0006925681,0.0009479088,0.002528503,0.002643385,0.01697138,0.002044788,0.009112569,0.005427988],"category_scores_gemma":[0.02291612,0.0003616188,0.001159081,0.002664332,0.02814551,0.01747239,0.006794719,0.01126641,0.001131887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008164145,"about_ca_system_score_gemma":0.01509162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033748,"about_ca_topic_score_gemma":0.001524515,"domain_scores_codex":[0.9746378,0.01490351,0.001225205,0.002044505,0.005154038,0.002035033],"domain_scores_gemma":[0.9698232,0.0168398,0.002405105,0.003352881,0.005544625,0.002034384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002866564,0.00004426107,0.001069267,0.0003196629,0.00002867433,0.00008910354,0.002514586,0.001334046,0.0003525253,0.910117,0.02264224,0.06146014],"study_design_scores_gemma":[0.0000162105,0.0000850545,0.002213817,0.002554647,0.00003509225,0.0002713038,0.003116838,0.0009575803,0.0007557704,0.3771116,0.6128199,0.00006214287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00818979,0.09259754,0.04337179,0.6421437,0.004281729,0.00007001154,0.0001084182,0.0002235851,0.2090135],"genre_scores_gemma":[0.5116622,0.1326428,0.04169651,0.2739014,0.01037636,0.0003801761,0.0003582338,0.0003770253,0.02860546],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03659463,"threshold_uncertainty_score":0.1935332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}