{"meta":{"query_hash":"6da594b59c78","filters":{"venue":"Theoretical Issues in Ergonomics Science"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6da594b59c78","api":"https://metacan.xera.ac/api/v1/cohort?venue=Theoretical+Issues+in+Ergonomics+Science"},"results":[{"id":"W1981748177","doi":"10.1080/14639220701507398","title":"Are males and females similarly consistent in their respective lifting patterns?","year":2008,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Task (project management); Multivariate analysis of variance; Consistency (knowledge bases); Kinematics; Motion (physics); Set (abstract data type); Work (physics); Psychology; Multivariate analysis; Multivariate statistics; Analysis of variance; Physical medicine and rehabilitation; Mathematics; Statistics; Computer science; Engineering; Artificial intelligence; Medicine","score_opus":0.02854625176470455,"score_gpt":0.3075253974861683,"score_spread":0.27897914572146376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981748177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701786,0.00074686884,0.0006432747,0.00018016505,0.00006626341,0.000015516785,0.00012768211,0.000007850247,0.0011945014],"genre_scores_gemma":[0.9986504,0.00023315725,0.00029773696,0.00017888367,0.00006354542,0.0000151067525,0.000108483524,0.0000056158237,0.00044714924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914193,0.00019329305,0.00009682591,0.0002740403,0.00016945606,0.00012436618],"domain_scores_gemma":[0.9973786,0.0008878362,0.0010955809,0.00023944626,0.00023755274,0.00016093487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013159973,0.0002003513,0.00042371606,0.00084722904,0.0002872857,0.0005789685,0.00027516522,0.00043292294,0.0032571165],"category_scores_gemma":[0.0055271834,0.00020169608,0.00021497361,0.0003917093,0.00062043354,0.0006666464,0.00033312596,0.00017482799,0.0010438493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082038174,0.0001351238,0.93976057,0.00007963406,0.00012297367,0.0008908591,0.0026663083,0.000045819397,0.0068716877,0.00033150084,0.00057935127,0.04769582],"study_design_scores_gemma":[0.000015379563,0.00034546596,0.9943739,0.000017590966,0.000027441754,0.0021375879,0.001633682,0.000058698493,0.00029838594,0.0002691382,0.0008054827,0.000017333396],"about_ca_topic_score_codex":0.000560761,"about_ca_topic_score_gemma":0.0007541537,"teacher_disagreement_score":0.0032571165,"about_ca_system_score_codex":0.00007825828,"about_ca_system_score_gemma":0.00011287668,"threshold_uncertainty_score":0.010896146},"labels":[],"label_agreement":null},{"id":"W1993471283","doi":"10.1080/1463922x.2014.984012","title":"Maximum forces and joint stability implications during in-line arm pushes","year":2014,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Moment (physics); Elbow; Isometric exercise; Line (geometry); Joint stability; Joint (building); Engineering; Balance (ability); Electromyography; Simulation; Physical medicine and rehabilitation; Structural engineering; Mathematics; Control theory (sociology); Computer science; Physical therapy; Physics; Medicine; Anatomy; Geometry; Artificial intelligence","score_opus":0.011954704338120186,"score_gpt":0.24033845714924018,"score_spread":0.22838375281112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993471283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531734,0.00014774084,0.003034459,0.00005680456,0.000005567636,0.000012831901,0.00013900599,0.000036723657,0.0012494789],"genre_scores_gemma":[0.99855286,0.00006128878,0.00094271416,0.000013156161,0.0000111123845,0.000020039794,0.00007327378,0.00001356321,0.0003119631],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995043,0.00015066336,0.000052954125,0.00010366332,0.00012997113,0.000058423007],"domain_scores_gemma":[0.99605715,0.002235961,0.00086365663,0.00019258035,0.00048054403,0.00017002337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080275687,0.0004935855,0.00025728813,0.00089512934,0.00026190226,0.0005147858,0.00035652495,0.00058980496,0.0028262616],"category_scores_gemma":[0.007876371,0.00027992047,0.00014344727,0.0002344908,0.0003722821,0.0005979842,0.00046687006,0.00019735751,0.000427213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046702847,0.00040311948,0.5454379,0.0007929215,0.00014150709,0.0016831192,0.007327701,0.0029303788,0.32014036,0.00042498027,0.00065098447,0.11539669],"study_design_scores_gemma":[0.000014770516,0.0005651043,0.98196536,0.00004674293,0.000032839303,0.0005701489,0.00114194,0.0014021328,0.013349505,0.00034402404,0.0005481649,0.000019259443],"about_ca_topic_score_codex":0.0008291933,"about_ca_topic_score_gemma":0.001214513,"teacher_disagreement_score":0.0028262616,"about_ca_system_score_codex":0.00010040886,"about_ca_system_score_gemma":0.00008897998,"threshold_uncertainty_score":0.009454846},"labels":[],"label_agreement":null},{"id":"W2026059612","doi":"10.1080/14639220802059232","title":"A test of Rasmussen's risk management framework in the food safety domain: BSE in the UK","year":2008,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Bovine spongiform encephalopathy; Risk analysis (engineering); Food safety; Domain (mathematical analysis); Risk management; Test (biology); Business; Food safety management; Production (economics); Knowledge management; Psychology; Computer science; Disease; Operations management; Engineering; Medicine; Biology; Ecology; Pathology; Economics","score_opus":0.037298270033872136,"score_gpt":0.41609545268227227,"score_spread":0.3787971826484001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026059612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9125666,0.0008285135,0.037617333,0.013665958,0.00007094492,0.0003547307,0.00017912121,0.00005486838,0.034661956],"genre_scores_gemma":[0.9900473,0.0001692927,0.009125561,0.00016072228,0.0000086399605,0.00007577422,0.00004330214,0.000004524191,0.00036496847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99022126,0.006217245,0.0004477522,0.0007275686,0.0016993347,0.0006868533],"domain_scores_gemma":[0.9708827,0.021692174,0.0036775486,0.0010684105,0.0021294465,0.00054963626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011542264,0.0008332962,0.00053246855,0.0036461256,0.0026133275,0.003686695,0.0017617212,0.0020378763,0.002455343],"category_scores_gemma":[0.03307265,0.0005075088,0.00091798365,0.0022535985,0.0067286375,0.0050540245,0.0041241194,0.0018696586,0.0002214284],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006877218,0.000665703,0.16642945,0.0005317055,0.00015791887,0.0023858082,0.093808375,0.07894964,0.0008079672,0.5512313,0.003734195,0.10061019],"study_design_scores_gemma":[0.0003268558,0.0010119005,0.12069683,0.0008981693,0.00014169366,0.0012993047,0.105595246,0.32366478,0.0009793594,0.4241594,0.020934736,0.0002918146],"about_ca_topic_score_codex":0.0499982,"about_ca_topic_score_gemma":0.022774205,"teacher_disagreement_score":0.0499982,"about_ca_system_score_codex":0.007977965,"about_ca_system_score_gemma":0.0056249495,"threshold_uncertainty_score":0.09941435},"labels":[],"label_agreement":null},{"id":"W2029047082","doi":"10.1080/14039220412331298929","title":"Operator monitoring in a complex dynamic work environment: a qualitative cognitive model based on field observations","year":2004,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cognition; Generalizability theory; Component (thermodynamics); Computer science; Workload; Operator (biology); Field (mathematics); Exploit; Work (physics); Human–computer interaction; Cognitive science; Cognitive psychology; Psychology; Engineering; Developmental psychology; Computer security","score_opus":0.06277646202854784,"score_gpt":0.42435267309768077,"score_spread":0.36157621106913296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029047082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9338717,0.00008003229,0.05633536,0.0010209294,0.000008067279,0.00036520956,0.00018629762,0.000032869062,0.008099688],"genre_scores_gemma":[0.9934895,0.000053082695,0.0059066503,0.000037527785,0.0000016682666,0.00012723147,0.000035865793,0.0000042876536,0.0003442166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99659723,0.0022046168,0.00009932609,0.00038896417,0.00044182263,0.00026807227],"domain_scores_gemma":[0.98502666,0.0120582,0.00091508304,0.00072133116,0.0010018294,0.0002768768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007862384,0.00035253,0.00025445537,0.0014330135,0.0014924826,0.0029426098,0.0014044805,0.0009126407,0.0014912254],"category_scores_gemma":[0.014355303,0.00030629945,0.00047281073,0.001193509,0.0061790217,0.004270953,0.0015271127,0.0008858379,0.00012554385],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028763828,0.0005345239,0.09254719,0.0005884211,0.00007186706,0.0015449375,0.7523407,0.031502217,0.0069060447,0.07739037,0.0010451068,0.035241075],"study_design_scores_gemma":[0.00008860307,0.00055824337,0.05136246,0.00041582802,0.00006129019,0.0005050644,0.72295797,0.12693308,0.0026614529,0.084268905,0.009982947,0.0002041244],"about_ca_topic_score_codex":0.013694887,"about_ca_topic_score_gemma":0.014266992,"teacher_disagreement_score":0.013694887,"about_ca_system_score_codex":0.0047634146,"about_ca_system_score_gemma":0.0025775686,"threshold_uncertainty_score":0.041580796},"labels":[],"label_agreement":null},{"id":"W2064288400","doi":"10.1080/14639220110037065","title":"The Earth is spherical (p &lt; 0.05): alternative methods of statistical inference","year":2000,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inference; Statistical inference; Earth (classical element); Statistics; Environmental science; Computer science; Mathematics; Artificial intelligence; Mathematical physics","score_opus":0.014081163225600359,"score_gpt":0.3284068381933362,"score_spread":0.31432567496773584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064288400","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020867748,0.010440024,0.9345642,0.0060057617,0.0043802927,0.0031236222,0.002221936,0.002170705,0.016225712],"genre_scores_gemma":[0.18012847,0.005801265,0.78766584,0.002185092,0.0012362218,0.018082049,0.00085673865,0.0011329094,0.0029114243],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.70595527,0.23716375,0.011266128,0.017441573,0.025566163,0.0026071614],"domain_scores_gemma":[0.30559826,0.6272002,0.015556274,0.038438734,0.011728777,0.0014778267],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.17368977,0.0023410565,0.0076533086,0.013220869,0.002870315,0.008654674,0.0060121636,0.007118543,0.02597079],"category_scores_gemma":[0.56504124,0.0021026924,0.007818252,0.025947245,0.015861424,0.011587419,0.006895464,0.00909052,0.0039582937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004533941,0.00045405506,0.020802649,0.023664175,0.010138249,0.002496279,0.009048631,0.013181742,0.0019795143,0.2557206,0.056467805,0.60151243],"study_design_scores_gemma":[0.0018931526,0.0039322823,0.0422142,0.012300722,0.00510458,0.0022998569,0.0064500226,0.10080164,0.005222884,0.6711637,0.14791903,0.00069787004],"about_ca_topic_score_codex":0.002939289,"about_ca_topic_score_gemma":0.0021732792,"teacher_disagreement_score":0.8263102,"about_ca_system_score_codex":0.0033683344,"about_ca_system_score_gemma":0.00796929,"threshold_uncertainty_score":0.9185703},"labels":[],"label_agreement":null},{"id":"W2085019030","doi":"10.1080/14639220512331311562","title":"The effect of variability in temporal information on the control of a dynamic task","year":2005,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale","keywords":"Task (project management); Control (management); Computer science; Temporal difference learning; Uncertainty analysis; Temporal database; Sensitivity analysis; Artificial intelligence; Data mining; Simulation; Engineering","score_opus":0.003897001874498737,"score_gpt":0.30099080487154,"score_spread":0.29709380299704125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085019030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99346054,0.00012509304,0.0053920937,0.000032211745,0.0000056580216,0.000016851167,0.00001633642,0.000016349326,0.00093477673],"genre_scores_gemma":[0.99823797,0.00003787373,0.0015872498,0.00001418543,0.0000068042323,0.000014928317,0.00001992536,0.0000051329994,0.00007588936],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9964443,0.0015016865,0.00034535426,0.00047571657,0.000989735,0.00024334164],"domain_scores_gemma":[0.8861373,0.0989062,0.008128783,0.0037954687,0.0012756536,0.0017566049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034953242,0.00047675238,0.00042548426,0.0005278224,0.00029626116,0.0011051323,0.00043741363,0.00058372755,0.0011656043],"category_scores_gemma":[0.057464708,0.00036301702,0.000331884,0.00025109865,0.00068916974,0.0008864901,0.0010165157,0.0007270638,0.000087419096],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02446514,0.0029061649,0.27852735,0.0010683544,0.0010867134,0.0012918536,0.00723143,0.062687606,0.37215343,0.0042316504,0.00040806743,0.24394234],"study_design_scores_gemma":[0.00044213436,0.015829014,0.8121111,0.00018841095,0.00058215763,0.0014169823,0.002328244,0.088757604,0.066132955,0.009907619,0.001983386,0.00032051373],"about_ca_topic_score_codex":0.0007720819,"about_ca_topic_score_gemma":0.00058549753,"teacher_disagreement_score":0.0034953242,"about_ca_system_score_codex":0.00035391687,"about_ca_system_score_gemma":0.0003055784,"threshold_uncertainty_score":0.018485248},"labels":[],"label_agreement":null},{"id":"W2085430918","doi":"10.1080/14639220500078153","title":"The Walkerton<b><i>E. coli</i></b>outbreak: a test of Rasmussen's framework for risk management in a dynamic society","year":2006,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Ministry of Earth Sciences","keywords":"Sociotechnical system; Agency (philosophy); Enforcement; Government (linguistics); Risk management; Test (biology); Law enforcement; Business; Public relations; Risk analysis (engineering); Political science; Engineering; Knowledge management; Sociology; Computer science; Law","score_opus":0.016358011156441418,"score_gpt":0.42107541248300395,"score_spread":0.40471740132656253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085430918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6207306,0.0029772806,0.081817485,0.105468065,0.00026860577,0.00044726534,0.0002983208,0.00015309169,0.18783934],"genre_scores_gemma":[0.9875931,0.0005781071,0.009370039,0.0006551105,0.000036732898,0.00006350042,0.00003749245,0.000011122728,0.0016548039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.994733,0.0033821382,0.00013928387,0.00043123204,0.0008761666,0.00043809626],"domain_scores_gemma":[0.99277085,0.004825328,0.0008914246,0.00041304185,0.0007053218,0.00039403109],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007333643,0.0006376153,0.00041693306,0.0019099425,0.003970531,0.005342027,0.0019442479,0.0019595826,0.0019253999],"category_scores_gemma":[0.010355082,0.00031296082,0.0006320435,0.0013215968,0.018912453,0.004549611,0.0034715054,0.00201043,0.00016963592],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008300403,0.000108859684,0.015804015,0.00013123485,0.00003559977,0.00068129244,0.037511364,0.015709326,0.00022132085,0.90911376,0.0026999374,0.017900413],"study_design_scores_gemma":[0.000078950885,0.00017400672,0.01924131,0.00027800837,0.00003631209,0.00032514628,0.04599968,0.06102141,0.00026890176,0.83973175,0.03276379,0.00008071962],"about_ca_topic_score_codex":0.15469116,"about_ca_topic_score_gemma":0.11908937,"teacher_disagreement_score":0.9960295,"about_ca_system_score_codex":0.015096099,"about_ca_system_score_gemma":0.013341991,"threshold_uncertainty_score":0.30758148},"labels":[],"label_agreement":null},{"id":"W2092429778","doi":"10.1080/14639220500111392","title":"Cumulative spinal loading exposure methods for manual material handling tasks. Part 1: is cumulative spinal loading associated with lower back disorders?","year":2006,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Weighting; Meta-analysis; Strengthening the reporting of observational studies in epidemiology; Observational study; Quality (philosophy); Cumulative effects; Epidemiology; Random effects model; Statistics; Medicine; Psychology; Mathematics; Pathology","score_opus":0.016844876738611306,"score_gpt":0.3619899066007915,"score_spread":0.3451450298621802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092429778","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054131467,0.98683363,0.004489741,0.00047607144,0.00028599316,0.0012009871,0.00079261296,0.00003087215,0.0004770033],"genre_scores_gemma":[0.26000506,0.69689554,0.028373888,0.0014284692,0.0009185594,0.009126579,0.0018813261,0.00006868583,0.0013019379],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.95702595,0.02347945,0.011269918,0.002327048,0.0055521415,0.00034558147],"domain_scores_gemma":[0.9162315,0.058841635,0.018688632,0.0027268627,0.0032342377,0.00027716858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.047088422,0.002790766,0.008759325,0.014496342,0.00060496334,0.0038132565,0.0026525878,0.0029151929,0.004904321],"category_scores_gemma":[0.104673915,0.0013172558,0.032354154,0.010662586,0.0011832222,0.0020839097,0.0021979453,0.001641386,0.0005203273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004442872,0.00010779121,0.018465787,0.5176316,0.3663945,0.00027109045,0.00044019765,0.0010316804,0.0009886597,0.0009084439,0.001401014,0.087916434],"study_design_scores_gemma":[0.0018824103,0.0017095733,0.051722243,0.14713462,0.7776082,0.0009103553,0.00045112745,0.0010578913,0.0011537737,0.0024638479,0.013685518,0.00022050165],"about_ca_topic_score_codex":0.0024186773,"about_ca_topic_score_gemma":0.005342597,"teacher_disagreement_score":0.047088422,"about_ca_system_score_codex":0.00276328,"about_ca_system_score_gemma":0.002903906,"threshold_uncertainty_score":0.24903041},"labels":[],"label_agreement":null},{"id":"W2093110944","doi":"10.1080/1463922x.2011.637581","title":"The impact of shear force magnitude on cumulative injury load tolerance: a force weighting approach for low-back shear loads","year":2011,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Canadian Memorial Chiropractic College","funders":"","keywords":"Shear force; Shear (geology); Weighting; Structural engineering; Magnitude (astronomy); Mechanics; Geotechnical engineering; Mathematics; Materials science; Geology; Physics; Engineering; Composite material","score_opus":0.017428882877011984,"score_gpt":0.32890963736214124,"score_spread":0.31148075448512924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093110944","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20947282,0.00021942599,0.7890355,0.000091233305,0.000011205062,0.000058444242,0.00003657302,0.000117437725,0.0009572642],"genre_scores_gemma":[0.82906944,0.00027726003,0.16979326,0.000031425723,0.000013512632,0.00008459648,0.000052462965,0.000047579982,0.00063046854],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99935585,0.0002553183,0.000057539637,0.0000996263,0.00018851287,0.00004316253],"domain_scores_gemma":[0.9963111,0.0025855417,0.00041873753,0.00025415816,0.00039389156,0.000036491514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027391163,0.00071443914,0.00034109777,0.0008903298,0.00022139317,0.0006604097,0.0005384201,0.00037319868,0.0007195841],"category_scores_gemma":[0.009856084,0.00028517572,0.0006321032,0.00043334038,0.0004531803,0.0007668278,0.00038928198,0.0004221709,0.00019621744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005942901,0.00030974994,0.052391768,0.0005541498,0.00024028683,0.00025121734,0.00052739005,0.28943467,0.20472905,0.014176204,0.00047173968,0.43631935],"study_design_scores_gemma":[0.000016385758,0.0007191567,0.035187174,0.00006120321,0.00012057403,0.00045376975,0.00011645117,0.9065251,0.04839046,0.006761392,0.0015693796,0.00007900082],"about_ca_topic_score_codex":0.0018287314,"about_ca_topic_score_gemma":0.0021496394,"teacher_disagreement_score":0.0027391163,"about_ca_system_score_codex":0.00047537376,"about_ca_system_score_gemma":0.0005223993,"threshold_uncertainty_score":0.014486015},"labels":[],"label_agreement":null},{"id":"W2563695410","doi":"10.1080/1463922x.2016.1260180","title":"Comparison of FAP scores with the use of safety footwear and regular walking shoes","year":2016,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"Ames Research Center; U.S. Department of Defense","keywords":"STRIDE; Gait; Statistic; Physical medicine and rehabilitation; Population; Test (biology); Gait analysis; Physical therapy; Psychology; Simulation; Medicine; Engineering; Mathematics; Statistics","score_opus":0.03896053469126694,"score_gpt":0.37610737907277825,"score_spread":0.3371468443815113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563695410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991611,0.000064463566,0.00009866487,0.0000056274907,0.0000032414612,0.0000103509055,0.00009811707,0.0000033573558,0.0005550547],"genre_scores_gemma":[0.9994099,0.00002798249,0.00007231561,0.0000030557735,0.0000038034068,0.0000097769935,0.0001847653,0.000001483558,0.00028691802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993826,0.00010646409,0.00009318378,0.00008854392,0.00022888092,0.00010035197],"domain_scores_gemma":[0.9973572,0.0007862819,0.0008617748,0.0001201476,0.0004895988,0.000385019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073038536,0.00038147205,0.0002854605,0.0015477968,0.00019990459,0.0004208042,0.00023940252,0.00039981387,0.0018349409],"category_scores_gemma":[0.0032372493,0.0001253093,0.0003812848,0.000611116,0.00033628484,0.00042041868,0.00057262793,0.00026237062,0.0003727704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009875931,0.00024201191,0.98826605,0.000044188753,0.00018490001,0.00013739856,0.000327345,0.00012815335,0.0021519866,0.000022484912,0.000091915026,0.0074159256],"study_design_scores_gemma":[0.0000044990593,0.0007190087,0.9985825,0.0000023015464,0.000014262953,0.00013198305,0.0001759862,0.00010128287,0.0001875049,0.000012391822,0.00006574281,0.000002558097],"about_ca_topic_score_codex":0.0010283999,"about_ca_topic_score_gemma":0.0012602817,"teacher_disagreement_score":0.0018349409,"about_ca_system_score_codex":0.0001100437,"about_ca_system_score_gemma":0.00012476812,"threshold_uncertainty_score":0.006138444},"labels":[],"label_agreement":null},{"id":"W2771555093","doi":"10.1080/1463922x.2017.1406556","title":"Using cognitive work analysis to compare complex system domains","year":2017,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Conestoga College","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Domain (mathematical analysis); Computer science; Cognition; Process (computing); Work (physics); Task (project management); Aviation; Health care; Control (management); Management science; Complex system; Data science; Risk analysis (engineering); Artificial intelligence; Psychology; Engineering; Systems engineering; Medicine","score_opus":0.08502270249419729,"score_gpt":0.4578597522384519,"score_spread":0.3728370497442546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771555093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65507793,0.000903607,0.29400244,0.0008990157,0.00015694715,0.0011445561,0.0010120284,0.00043513832,0.046368346],"genre_scores_gemma":[0.89514136,0.00022403097,0.1020541,0.00011566039,0.00002996858,0.0010860346,0.0005788045,0.00009185493,0.0006781156],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9861411,0.008265803,0.0011075216,0.0012677005,0.002715059,0.0005027664],"domain_scores_gemma":[0.9419831,0.04278204,0.0045336057,0.0049876706,0.0048343777,0.000879279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018984785,0.0010712863,0.00066166214,0.019369353,0.0020715038,0.007045958,0.0013457009,0.0007155294,0.0038284184],"category_scores_gemma":[0.05863435,0.00028233702,0.0015138887,0.008558658,0.0039024372,0.0066505633,0.005667097,0.0015379128,0.0003400654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094541145,0.0015102194,0.2657269,0.00263825,0.0019976737,0.00050558546,0.08439854,0.026551878,0.0083029,0.17594089,0.0035144459,0.42796737],"study_design_scores_gemma":[0.00019297225,0.0017892544,0.41158882,0.00094605575,0.00045962023,0.00048454333,0.08227099,0.091159776,0.006618603,0.37789938,0.026206495,0.00038338578],"about_ca_topic_score_codex":0.0047706743,"about_ca_topic_score_gemma":0.0040909653,"teacher_disagreement_score":0.019369353,"about_ca_system_score_codex":0.00273198,"about_ca_system_score_gemma":0.0023079629,"threshold_uncertainty_score":0.100402296},"labels":[],"label_agreement":null},{"id":"W2996671608","doi":"10.1080/1463922x.2019.1696422","title":"The effect of axial twist angle on <i>in vitro</i> cumulative injury load tolerance: a magnitude-weighting approach for axial twist exposures","year":2019,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Twist; Weighting; Structural engineering; Mathematics; Mechanics; Moment (physics); Magnitude (astronomy); Exponential function; Range of motion; Physics; Materials science; Mathematical analysis; Engineering; Geometry; Medicine; Surgery; Classical mechanics","score_opus":0.005815697953039835,"score_gpt":0.29420387408356025,"score_spread":0.2883881761305204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996671608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88577795,0.000497979,0.112207055,0.000043410295,0.000016745435,0.00006774675,0.00011137511,0.000079330064,0.0011983819],"genre_scores_gemma":[0.9918316,0.0002736691,0.007473119,0.00001410838,0.0000033664537,0.000027506412,0.00003861656,0.000011942698,0.0003261109],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996257,0.00012623864,0.00003257613,0.00006047789,0.000112455455,0.000042515898],"domain_scores_gemma":[0.99848086,0.000952597,0.00027769507,0.00015666206,0.000098962635,0.000033330412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088505406,0.00048048934,0.0002502488,0.00033089638,0.00011598668,0.0003226379,0.0003073402,0.0003136377,0.00082488643],"category_scores_gemma":[0.0027134418,0.00028356444,0.00042469468,0.00022075638,0.00045960024,0.0003234174,0.00029381874,0.00028152685,0.0001924538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027038145,0.00010826346,0.011649048,0.00016889843,0.000025185755,0.000087231645,0.00006590345,0.048297465,0.92532134,0.0003928516,0.000033253193,0.01358015],"study_design_scores_gemma":[0.000010738449,0.0015173667,0.049389053,0.000032213487,0.00006959288,0.00033751832,0.000115580515,0.25240767,0.69472474,0.00057766674,0.00076299516,0.000054835986],"about_ca_topic_score_codex":0.0011299547,"about_ca_topic_score_gemma":0.00172189,"teacher_disagreement_score":0.0011299547,"about_ca_system_score_codex":0.00027380258,"about_ca_system_score_gemma":0.000234768,"threshold_uncertainty_score":0.004680693},"labels":[],"label_agreement":null},{"id":"W4393536253","doi":"10.1080/1463922x.2024.2334034","title":"Investigation of driver preference for a user-centred design of decision systems in autonomous vehicles, part I: preferences for binary self-driving modes","year":2024,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Preference; Self driving; Binary number; Human–computer interaction; Computer science; Engineering; Transport engineering; Mathematics; Statistics","score_opus":0.0697363421240527,"score_gpt":0.3479317601307059,"score_spread":0.2781954180066532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393536253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992337,0.000010857676,0.00035427592,0.000017984461,0.0000011523932,0.000012362732,0.000009843344,0.0000017086809,0.00035810503],"genre_scores_gemma":[0.99908054,0.0000139862805,0.0006023674,0.00001743919,0.000001257851,0.000016003634,0.00001945857,0.0000010020165,0.00024785483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987913,0.00062731135,0.000096368974,0.00010278304,0.00029881878,0.000083474246],"domain_scores_gemma":[0.9951521,0.0025186567,0.0007509942,0.00026795635,0.0009604272,0.000349909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023233383,0.00018077885,0.00015431069,0.00033992343,0.0002993799,0.0011397798,0.00017924883,0.00028776654,0.0013569955],"category_scores_gemma":[0.0077865543,0.0001458502,0.00023356815,0.00019117976,0.00029071965,0.00046078267,0.00029788006,0.00033714078,0.00017268464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000985471,0.00093302963,0.888605,0.000276199,0.00012534732,0.00020770404,0.04008437,0.0005391396,0.020804498,0.0008196074,0.000495889,0.04612383],"study_design_scores_gemma":[0.00005673564,0.0027275942,0.9418273,0.000041857264,0.00007717798,0.00030936208,0.04209407,0.0046393317,0.0044212993,0.00064349745,0.003088564,0.00007321957],"about_ca_topic_score_codex":0.0015343693,"about_ca_topic_score_gemma":0.0028516187,"teacher_disagreement_score":0.0023233383,"about_ca_system_score_codex":0.00036340294,"about_ca_system_score_gemma":0.00028220407,"threshold_uncertainty_score":0.01228714},"labels":[],"label_agreement":null},{"id":"W4394686746","doi":"10.1080/1463922x.2024.2337681","title":"Reviewing linkages between display design and cognitive biases in decision making: an emergency response perspective","year":2024,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Perspective (graphical); Cognition; Emergency response; Cognitive psychology; Psychology; Cognitive bias; Cognitive science; Computer science; Artificial intelligence; Medical emergency; Medicine","score_opus":0.06431878746762912,"score_gpt":0.46994359109202755,"score_spread":0.40562480362439846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394686746","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008710361,0.97903687,0.0043176203,0.0028324963,0.000614454,0.00014983852,0.000072063754,0.000013919448,0.0042523015],"genre_scores_gemma":[0.065259606,0.92591894,0.005790512,0.0015964386,0.0004202681,0.00025096073,0.00009071927,0.0000144997675,0.0006579873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912368,0.005519797,0.0013288972,0.000437503,0.0013116751,0.00016536664],"domain_scores_gemma":[0.88379514,0.10255903,0.0042290455,0.0006273889,0.008524921,0.00026447923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010387113,0.000767038,0.0014035031,0.008436611,0.0006857253,0.0037583942,0.00095803343,0.0015247479,0.0018141355],"category_scores_gemma":[0.051621675,0.00048868253,0.0014493066,0.008314918,0.001534478,0.0039844704,0.0009730648,0.0017135653,0.0003199711],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020721667,0.00014002553,0.004588831,0.1947628,0.0013750143,0.00050588703,0.009868779,0.0018973995,0.001225651,0.029687755,0.009327926,0.74641275],"study_design_scores_gemma":[0.00009986241,0.00094555906,0.03223008,0.47434676,0.007113687,0.0016887967,0.018438717,0.0018336156,0.0031837109,0.028231489,0.43171376,0.00017394038],"about_ca_topic_score_codex":0.0044590947,"about_ca_topic_score_gemma":0.009531715,"teacher_disagreement_score":0.010387113,"about_ca_system_score_codex":0.0032628789,"about_ca_system_score_gemma":0.006775499,"threshold_uncertainty_score":0.054932952},"labels":[],"label_agreement":null},{"id":"W4400225770","doi":"10.1080/1463922x.2024.2373439","title":"The role of participatory ergonomics in supporting the safety of healthcare workers; a systematic review","year":2024,"lang":"en","type":"review","venue":"Theoretical Issues in Ergonomics Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Participatory ergonomics; Human factors and ergonomics; Health care; Citizen journalism; Knowledge management; Workplace safety; Engineering; Occupational safety and health; Engineering ethics; Psychology; Business; Process management; Computer science; Medicine; Poison control; Political science; Medical emergency; World Wide Web","score_opus":0.09174731062237738,"score_gpt":0.5244498663125062,"score_spread":0.43270255569012883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400225770","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039954478,0.9979919,0.00030045857,0.00041771066,0.00015051932,0.00039738222,0.00004776549,0.000005663025,0.0002890394],"genre_scores_gemma":[0.008475307,0.98851764,0.001566345,0.00041030074,0.000092340255,0.0008092588,0.000042634365,0.0000040967866,0.000082147686],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96638095,0.02006157,0.0068245963,0.0012262057,0.004925215,0.0005815294],"domain_scores_gemma":[0.9101917,0.07261336,0.008429504,0.0016167832,0.006332873,0.000815701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0347305,0.0018000485,0.006244022,0.01450923,0.0016139201,0.00576766,0.0019857981,0.0031869793,0.0030777417],"category_scores_gemma":[0.09485699,0.0012840672,0.005925696,0.011927288,0.0019533937,0.0049057757,0.0029460338,0.002232828,0.00037753658],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010194404,0.000054366632,0.00047648497,0.8782598,0.0030358152,0.00009586735,0.0007772042,0.00012882338,0.00012580057,0.0009288871,0.0014256003,0.11458942],"study_design_scores_gemma":[0.000102827435,0.00015633978,0.0014170895,0.9572177,0.0132468045,0.00019678363,0.00065056805,0.00009303063,0.00014529578,0.00064295775,0.026097408,0.000033198816],"about_ca_topic_score_codex":0.009161395,"about_ca_topic_score_gemma":0.027176246,"teacher_disagreement_score":0.0347305,"about_ca_system_score_codex":0.0055141407,"about_ca_system_score_gemma":0.03471415,"threshold_uncertainty_score":0.1836747},"labels":[],"label_agreement":null},{"id":"W4401355179","doi":"10.1080/1463922x.2024.2381448","title":"Between-day reliability of common muscle fatigue measures during a repeated upper limb fatigue protocol","year":2024,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isometric exercise; Reliability (semiconductor); Muscle fatigue; Electromyography; Physical medicine and rehabilitation; Physical therapy; Medicine","score_opus":0.018598103840400015,"score_gpt":0.29899475322124835,"score_spread":0.28039664938084835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401355179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808852,0.00032362275,0.016612872,0.000023230792,0.00007205825,0.00043692742,0.00027840672,0.000120517056,0.0012471215],"genre_scores_gemma":[0.9905129,0.00006124416,0.007489807,0.00003279211,0.000034645214,0.0007371983,0.00053474144,0.000050477378,0.000546172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903398,0.0042981235,0.0009344572,0.0018898188,0.0023160141,0.0002218155],"domain_scores_gemma":[0.9758589,0.008308453,0.0030579052,0.004965104,0.0073864213,0.00042316382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010718277,0.0005676949,0.00080636673,0.0005896248,0.00043293595,0.00053589366,0.00070010667,0.0006208133,0.0006176217],"category_scores_gemma":[0.022557465,0.000347473,0.0006414952,0.00043789693,0.00057807745,0.00041048563,0.0008118454,0.0005765686,0.00053567433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009895657,0.0018809701,0.64619493,0.0008422092,0.0023910168,0.0003588409,0.009439156,0.0058677006,0.19124597,0.0003289008,0.0016886251,0.12986602],"study_design_scores_gemma":[0.000075227625,0.0054278555,0.9806389,0.000028601778,0.00021898324,0.00020911993,0.0004149762,0.0030219688,0.008557902,0.00012500849,0.0012306361,0.00005078969],"about_ca_topic_score_codex":0.0010809612,"about_ca_topic_score_gemma":0.0021399956,"teacher_disagreement_score":0.010718277,"about_ca_system_score_codex":0.00025018628,"about_ca_system_score_gemma":0.00028101253,"threshold_uncertainty_score":0.056684315},"labels":[],"label_agreement":null},{"id":"W4405837013","doi":"10.1080/1463922x.2024.2446851","title":"Investigating the interplay between cognitive workload and situation awareness during full driving automation","year":2024,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workload; Situation awareness; Cognition; Automation; Driving simulator; Psychology; Alertness; Cognitive resource theory; Applied psychology; Simulation; Computer science; Engineering; Cognitive psychology","score_opus":0.018947969744500203,"score_gpt":0.38659641425221264,"score_spread":0.36764844450771245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405837013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992644,0.000040259805,0.00038453218,0.000010445612,0.0000024910673,0.00000940876,0.000018037403,0.0000043994464,0.00026601445],"genre_scores_gemma":[0.9994474,0.000033303804,0.0003410719,0.000010911418,0.0000057772695,0.000018563902,0.000032814845,0.0000020830207,0.00010816127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997557,0.000050700957,0.000017567427,0.000050794704,0.000078050536,0.000047235644],"domain_scores_gemma":[0.9985663,0.00051862345,0.00043097985,0.00007552445,0.00020804106,0.00020048006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033483707,0.00024737528,0.00020278229,0.00033003566,0.00020861717,0.00062650815,0.0001485858,0.00023722147,0.0008542939],"category_scores_gemma":[0.0031174363,0.00015616852,0.00016625076,0.000120084704,0.00024846615,0.00034593188,0.00043467834,0.00028785568,0.00009148196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064022243,0.003353286,0.4650297,0.00083662674,0.0005340127,0.00074989366,0.019408928,0.0029269883,0.37529668,0.00055452535,0.0006704995,0.124236695],"study_design_scores_gemma":[0.000026830432,0.0021955564,0.9888659,0.000019168574,0.00006319429,0.00020879298,0.0012646259,0.0012372829,0.0053391214,0.0003226425,0.0004209761,0.000035851725],"about_ca_topic_score_codex":0.0008802854,"about_ca_topic_score_gemma":0.0014336974,"teacher_disagreement_score":0.0008802854,"about_ca_system_score_codex":0.00013357507,"about_ca_system_score_gemma":0.00028570773,"threshold_uncertainty_score":0.002857864},"labels":[],"label_agreement":null},{"id":"W4408373423","doi":"10.1080/1463922x.2025.2477148","title":"Evaluating the prospective benefit of considering movement variability in ergonomic risk assessment","year":2025,"lang":"en","type":"article","venue":"Theoretical Issues in Ergonomics Science","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Risk assessment; Movement (music); Human factors and ergonomics; Risk analysis (engineering); Engineering; Psychology; Computer science; Applied psychology; Poison control; Business; Medicine; Environmental health; Computer security","score_opus":0.013181298752392094,"score_gpt":0.38095045815506157,"score_spread":0.36776915940266947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408373423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8587694,0.00031641487,0.13837276,0.0003378491,0.00004115793,0.00016286787,0.00031533462,0.00017412356,0.0015100911],"genre_scores_gemma":[0.98691374,0.00007030093,0.012568905,0.000023882443,0.000009021994,0.00004675536,0.00011724248,0.000010135702,0.0002399972],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850273,0.0007791449,0.0000743523,0.00023826727,0.00029742395,0.00010798971],"domain_scores_gemma":[0.9880195,0.009642198,0.0008772692,0.0007167779,0.0006199142,0.00012432064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033797268,0.00061694277,0.0005544313,0.0005305275,0.00030469144,0.0009406252,0.00067721365,0.0009686909,0.0009497762],"category_scores_gemma":[0.017525412,0.00047421062,0.00074135116,0.00042138045,0.00037836167,0.0010169598,0.0009749816,0.000747428,0.00015363753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007467358,0.0005797084,0.09540401,0.0001410523,0.00023205744,0.0001819747,0.000112301306,0.85315794,0.005363421,0.0007489978,0.00019410235,0.043137696],"study_design_scores_gemma":[0.000032607153,0.0011428933,0.044830967,0.000036705253,0.00009967546,0.00012320418,0.000082050006,0.94960284,0.0026295832,0.0010296099,0.00034752733,0.00004226554],"about_ca_topic_score_codex":0.0074977744,"about_ca_topic_score_gemma":0.007251311,"teacher_disagreement_score":0.0074977744,"about_ca_system_score_codex":0.00046888733,"about_ca_system_score_gemma":0.0011759485,"threshold_uncertainty_score":0.017873943},"labels":[],"label_agreement":null}]}