{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":149,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":149,"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":"91bb9210e8ea","filters":{"topic":"Ergonomics and Human Factors"}},"results":[{"id":"W3025383415","doi":"10.1016/j.arcontrol.2020.04.007","title":"Human factors in production and logistics systems of the future","year":2020,"lang":"en","type":"article","venue":"Annual Reviews in Control","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":305,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; European Commission","keywords":"Production (economics); Production planning; Work (physics); Control (management); Process management; Humanitarian Logistics; Industry 4.0; Knowledge management; Business; Engineering; Risk analysis (engineering); Engineering management; Computer science; Operations management","authors":[{"name":"Fabio Sgarbossa","is_ca":false},{"name":"Eric H. Grosse","is_ca":false},{"name":"Patrick Neumann","is_ca":true},{"name":"Daria Battini","is_ca":false},{"name":"C. H. Glock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02362560961656278,"gpt":0.240721166907853,"spread":0.2170955572912902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002294589,0.0003627648,0.0002701493,0.0006073004,0.001661259,0.006312405,0.0004848202,0.001392991,0.01234645],"category_scores_gemma":[0.003337584,0.0001867211,0.0003253899,0.0007222687,0.002907679,0.00313319,0.002253462,0.001320487,0.001202951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002553503,"about_ca_system_score_gemma":0.00476844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828295,"about_ca_topic_score_gemma":0.009595353,"domain_scores_codex":[0.9982285,0.0009099948,0.00005249979,0.0001629419,0.0004190831,0.000227044],"domain_scores_gemma":[0.9981535,0.000751008,0.0001642331,0.0001363146,0.0004014735,0.0003934715],"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":[0.0001249972,0.0001317842,0.01605861,0.0008491338,0.00007535398,0.0008310935,0.01975087,0.01467155,0.002218429,0.5807173,0.09040153,0.2741694],"study_design_scores_gemma":[0.00001957435,0.0002554171,0.01622559,0.001035935,0.00003922129,0.0006198976,0.01644997,0.008196863,0.0005248159,0.1916827,0.7648221,0.0001280163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1366307,0.08691812,0.1073802,0.1781525,0.003615616,0.0004116778,0.0009051083,0.0007935233,0.4851926],"genre_scores_gemma":[0.9007038,0.02601959,0.0214625,0.006632964,0.000754809,0.0001858191,0.0002850075,0.00009795759,0.04385746],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01828295,"threshold_uncertainty_score":0.04130298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969981005","doi":"10.1016/j.apergo.2019.102919","title":"Examining the fatigue-quality relationship in manufacturing","year":2019,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Waterloo; Conestoga College","funders":"AUTO21 Network of Centres of Excellence; Natural Sciences and Engineering Research Council of Canada","keywords":"Quality (philosophy); Quality assurance; Variance (accounting); Psychology; Medicine; Engineering; Operations management; Business; Accounting","authors":[{"name":"Marcus Yung","is_ca":true},{"name":"Ahmet Kolus","is_ca":false},{"name":"Richard Wells","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04800328084413789,"gpt":0.2378116406043139,"spread":0.189808359760176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334119,0.0002628072,0.0002470719,0.001650728,0.0007888054,0.001813321,0.0004974401,0.000807895,0.003475904],"category_scores_gemma":[0.02053911,0.0002616863,0.0005460813,0.001363865,0.0005260051,0.001076492,0.001108836,0.000715011,0.0002638746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176891,"about_ca_system_score_gemma":0.001134924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612327,"about_ca_topic_score_gemma":0.02807025,"domain_scores_codex":[0.9983032,0.0007590427,0.0001347406,0.0001386603,0.0003970946,0.0002672566],"domain_scores_gemma":[0.9773043,0.01313336,0.005577164,0.0005025393,0.002182393,0.001300195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118993,0.0003215493,0.9874478,0.00005428888,0.0001224453,0.00007405522,0.001359785,0.0006154127,0.000936962,0.0004906175,0.00008035851,0.008284803],"study_design_scores_gemma":[0.000006079789,0.0003167993,0.996327,0.00001564493,0.00003722234,0.00003168829,0.001735957,0.0009733578,0.0001614786,0.0001941745,0.0001953642,0.000005277187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979687,0.0001843666,0.0004203117,0.00009638195,0.000004114782,0.00001139568,0.00002200486,0.00000224011,0.001290328],"genre_scores_gemma":[0.9994746,0.00006009221,0.0002164206,0.00001559187,0.000003155983,0.000005593402,0.00002056616,9.249728e-7,0.0002031599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612327,"threshold_uncertainty_score":0.03205884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006832498","doi":"10.1016/s0003-6870(03)00068-1","title":"Ergonomics—Costs and Benefits Revisited","year":2003,"lang":"en","type":"review","venue":"Applied Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Human factors and ergonomics; Cost–benefit analysis; Risk analysis (engineering); Cost benefit; Value (mathematics); Work (physics); Poison control; Computer science; Engineering; Operations research; Medicine; Medical emergency; Mechanical engineering","authors":[{"name":"David Beevis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02552533933884093,"gpt":0.2315692396890547,"spread":0.2060439003502137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003888578,0.001982756,0.005253623,0.006463321,0.0007016861,0.005934199,0.001937689,0.004918791,0.005748674],"category_scores_gemma":[0.008104334,0.001070397,0.001502322,0.01204504,0.004122753,0.00699178,0.002107295,0.006189202,0.001435563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997995,"about_ca_system_score_gemma":0.005807579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007734876,"about_ca_topic_score_gemma":0.01620805,"domain_scores_codex":[0.99744,0.0007171629,0.0003709091,0.0002939219,0.001055959,0.0001220791],"domain_scores_gemma":[0.9947515,0.003516354,0.0005510194,0.0001043045,0.0009622542,0.0001145019],"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":[0.000241329,0.0001204241,0.0006646083,0.02246721,0.0003073231,0.000297445,0.0001723081,0.0008794292,0.0004201533,0.05099472,0.04165813,0.881777],"study_design_scores_gemma":[0.0001166359,0.0002583151,0.005310494,0.04788325,0.0009091685,0.00398376,0.00119345,0.0005865388,0.0004482202,0.06383325,0.8753856,0.0000912669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009518697,0.9962619,0.0001596685,0.002320056,0.0004519156,0.000002193661,0.0000104702,0.000002117282,0.0006965595],"genre_scores_gemma":[0.002385748,0.9940677,0.0002639376,0.001678617,0.000908455,0.0000115057,0.000007929892,0.000002673969,0.0006734188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007734876,"threshold_uncertainty_score":0.03626317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2862991050","doi":"10.1080/00207543.2018.1492161","title":"A review of methodologies for integrating human factors and ergonomics in engineering design","year":2018,"lang":"en","type":"review","venue":"International Journal of Production Research","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"China Scholarship Council","keywords":"Cognitive ergonomics; Operability; Human factors and ergonomics; Usability; Engineering; Field (mathematics); Systems engineering; Product design; Reliability (semiconductor); Engineering design process; Product (mathematics); Knowledge management; Computer science; Engineering management; Human–computer interaction; Poison control; Software engineering; Mechanical engineering","authors":[{"name":"Xiaoguang Sun","is_ca":false},{"name":"Rémy Houssin","is_ca":false},{"name":"Jean Renaud","is_ca":false},{"name":"Mickaël Gardoni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4481889542201222,"gpt":0.4967994290693952,"spread":0.048610474849273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005979593,0.001911873,0.001859254,0.01123661,0.0008149717,0.002835369,0.001838079,0.001908839,0.004809837],"category_scores_gemma":[0.01139596,0.0009213186,0.001455911,0.01069206,0.001343375,0.003764877,0.001320621,0.001777572,0.001890716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339132,"about_ca_system_score_gemma":0.007396594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004112051,"about_ca_topic_score_gemma":0.007420175,"domain_scores_codex":[0.9946407,0.001644371,0.00122634,0.0004960915,0.001868247,0.0001242428],"domain_scores_gemma":[0.9887236,0.007813898,0.0007986682,0.0003706205,0.00216212,0.0001310964],"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":[0.00003285026,0.00007966501,0.0003345453,0.09364746,0.0002133848,0.0001296572,0.000802821,0.0006893271,0.001088322,0.01627827,0.01294373,0.8737601],"study_design_scores_gemma":[0.00001822846,0.0001457592,0.001899156,0.06224801,0.0005227374,0.0008971605,0.0005552404,0.0002992856,0.0009732624,0.007939647,0.9244305,0.00007100776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002242866,0.9914473,0.004434489,0.0004958361,0.0002859124,0.00007448341,0.00006518559,0.00002773176,0.002944758],"genre_scores_gemma":[0.00187777,0.9881186,0.008767918,0.0003029233,0.000118327,0.0001295686,0.00006893758,0.0000103558,0.0006056036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01123661,"threshold_uncertainty_score":0.03162348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142482680","doi":"10.1177/1541931213601199","title":"This Changes Everything","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Unrest; Capitalism; Environmental ethics; Political science; Natural resource; Position (finance); Public relations; Political economy; Sociology; Engineering ethics; Business; Law; Ecology; Politics; Engineering","authors":[{"name":"Andrew Thatcher","is_ca":false},{"name":"Patrick Waterson","is_ca":false},{"name":"Peter A. Hancock","is_ca":false},{"name":"Matthew C. Davis","is_ca":false},{"name":"Klaus J. Zink","is_ca":false},{"name":"Antony Hilliard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01217959551777595,"gpt":0.1969629173453559,"spread":0.18478332182758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038566,0.0006009189,0.0005162364,0.0008704591,0.009379392,0.01162824,0.001170637,0.004710118,0.02840173],"category_scores_gemma":[0.007381154,0.0003513232,0.0006668965,0.0007540959,0.01558902,0.01515624,0.008992258,0.01021189,0.007466578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370175,"about_ca_system_score_gemma":0.004405602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009078905,"about_ca_topic_score_gemma":0.01537906,"domain_scores_codex":[0.9929339,0.002266419,0.0001965328,0.001221974,0.002117088,0.001264171],"domain_scores_gemma":[0.9951926,0.0009962261,0.0004322267,0.0006535093,0.0009800536,0.001745434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000653505,0.0001106209,0.002864503,0.0002905992,0.00005368797,0.0004775055,0.03842657,0.0001050206,0.001558166,0.3242585,0.5434566,0.08833294],"study_design_scores_gemma":[0.00000400127,0.00002305041,0.0009846166,0.0001518934,0.000006589214,0.0002016554,0.007732704,0.00002138141,0.0001467272,0.02135639,0.969348,0.00002295755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01277831,0.02557379,0.006107033,0.4991597,0.03678931,0.00005192364,0.0002816195,0.0004094972,0.4188488],"genre_scores_gemma":[0.3117135,0.0168526,0.004378637,0.3922864,0.009402481,0.00009268682,0.000276957,0.0006874056,0.2643093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02840173,"threshold_uncertainty_score":0.09501326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067088728","doi":"10.3917/th.724.0333","title":"Approche symbiotique de la relation humain-technologie : perspectives pour l'ergonomie informatique","year":2010,"lang":"fr","type":"article","venue":"Le travail humain","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Éric Brangier","is_ca":false},{"name":"Aude Dufresne","is_ca":true},{"name":"Sonia Adelé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006105066981956325,"gpt":0.2140366399903372,"spread":0.2079315730083809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008968905,0.001302582,0.0008053508,0.002786328,0.002380414,0.01272612,0.001572877,0.003543354,0.005924584],"category_scores_gemma":[0.009779931,0.0005437279,0.0008048636,0.002578878,0.01032771,0.009810979,0.005748513,0.003196823,0.001261154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005199752,"about_ca_system_score_gemma":0.005673274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00678566,"about_ca_topic_score_gemma":0.00521599,"domain_scores_codex":[0.989528,0.00583367,0.0004528507,0.001213329,0.002488844,0.0004832488],"domain_scores_gemma":[0.9882751,0.007342786,0.0007589983,0.001316444,0.001917359,0.0003893492],"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":[0.00006239853,0.0000499142,0.002604795,0.0006995323,0.00006057461,0.0004931559,0.01281891,0.003319137,0.003369612,0.8891852,0.002703201,0.08463363],"study_design_scores_gemma":[0.00002273645,0.0001008391,0.003978143,0.001685393,0.00009513673,0.001077002,0.02033194,0.009699648,0.004203705,0.6094555,0.3492551,0.0000948766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05406947,0.03792876,0.6894389,0.04754114,0.0008822864,0.0002333416,0.0001690455,0.0008164103,0.1689206],"genre_scores_gemma":[0.724618,0.0193953,0.2214452,0.003590491,0.0004505044,0.0004444711,0.0002034248,0.0002305569,0.02962204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01272612,"threshold_uncertainty_score":0.04743266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946963668","doi":"","title":"L'intervention en ergonomie","year":2011,"lang":"fr","type":"book","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Philosophy","authors":[{"name":"Marie St-Vincent","is_ca":false},{"name":"Nicole Vézina","is_ca":false},{"name":"Marie Bellemare","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01212699368407897,"gpt":0.2084717685728096,"spread":0.1963447748887306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008742669,0.001017276,0.0007133788,0.001452213,0.003281535,0.006718339,0.001476351,0.003860115,0.01898302],"category_scores_gemma":[0.01009136,0.0003312372,0.0007049241,0.001288403,0.01244829,0.003457806,0.005406948,0.004089423,0.003634079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161168,"about_ca_system_score_gemma":0.03006802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03806257,"about_ca_topic_score_gemma":0.03703105,"domain_scores_codex":[0.9864912,0.007630322,0.0004116152,0.001620931,0.002809765,0.001036218],"domain_scores_gemma":[0.9926049,0.003282231,0.0005950393,0.0008156321,0.001692174,0.001010002],"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":[0.0001359973,0.0004090995,0.003325721,0.002385191,0.00007814657,0.0004241745,0.02026159,0.00125324,0.002733532,0.6031862,0.05099869,0.3148084],"study_design_scores_gemma":[0.00004886314,0.0002322456,0.00549238,0.002878963,0.00005001036,0.0003585812,0.006164003,0.0006136236,0.001259038,0.09369259,0.8891521,0.00005761034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02150289,0.05367201,0.1052752,0.1341993,0.004248034,0.0007285826,0.0002780214,0.0007448027,0.6793512],"genre_scores_gemma":[0.5476958,0.04831541,0.06791379,0.03826148,0.001731972,0.001430756,0.0002875096,0.0003953736,0.2939679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03806257,"threshold_uncertainty_score":0.08424908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014246233","doi":"10.1007/s10926-020-09888-w","title":"Intelligent Robotics Incorporating Machine Learning Algorithms for Improving Functional Capacity Evaluation and Occupational Rehabilitation","year":2020,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Robotics; Health psychology; Artificial intelligence; Rehabilitation; Machine learning; Computer science; Physical medicine and rehabilitation; Algorithm; Medicine; Physical therapy; Robot; Nursing; Public health","authors":[{"name":"Jason Fong","is_ca":true},{"name":"Renz Ocampo","is_ca":true},{"name":"Douglas P. Gross","is_ca":true},{"name":"Mahdi Tavakoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09532278856927386,"gpt":0.3401970014244614,"spread":0.2448742128551876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008953554,0.001040063,0.002030944,0.001960031,0.0001693205,0.00096481,0.001292983,0.00115615,0.002112214],"category_scores_gemma":[0.00181719,0.0003095011,0.001017299,0.001811067,0.000507488,0.0009031817,0.0006063178,0.0009088091,0.0008493181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004274267,"about_ca_system_score_gemma":0.0009719788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502706,"about_ca_topic_score_gemma":0.003307777,"domain_scores_codex":[0.9995731,0.00008376376,0.00004934013,0.00009161598,0.0001778665,0.00002436674],"domain_scores_gemma":[0.9992888,0.0004696872,0.00006146196,0.00002208121,0.0001442904,0.0000137271],"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":[0.00005093043,0.00008706038,0.0002557939,0.0095338,0.000180773,0.00003983813,0.00001843442,0.001448274,0.0008855561,0.001171242,0.00363493,0.9826934],"study_design_scores_gemma":[0.0002446731,0.002123796,0.01867003,0.03372531,0.004526937,0.00425193,0.0002983371,0.03088468,0.01144097,0.01861547,0.8747632,0.0004545828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007132218,0.9928853,0.00485287,0.0001432737,0.000174348,0.00002460593,0.00003264061,0.00004072741,0.001132954],"genre_scores_gemma":[0.01291837,0.9754769,0.009639526,0.000280519,0.0003252334,0.00007055121,0.0001264151,0.00001216718,0.001150229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002502706,"threshold_uncertainty_score":0.007066071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W46383279","doi":"10.1016/b978-008045373-6/50009-x","title":"Ergonomic Analysis of Work Activity and Training: Basic Paradigm, Evolutions and Challenges","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Engineering and Physical Sciences Research Council; Arts and Humanities Research Council; Erasmus Universiteit Rotterdam; Natural Sciences and Engineering Research Council of Canada; European Commission; Erasmus Research Institute of Management; National Science Foundation; Procter and Gamble; Deutscher Akademischer Austauschdienst","keywords":"Training (meteorology); Work (physics); Engineering ethics; Psychology; Knowledge management; Cognitive science; Computer science; Engineering; Mechanical engineering; Geography","authors":[{"name":"Marianne Lacomblez","is_ca":false},{"name":"Marie Bellemare","is_ca":false},{"name":"Céline Chatigny","is_ca":false},{"name":"Catherine Delgoulet","is_ca":false},{"name":"Alessandra Re","is_ca":true},{"name":"Louis Trudel","is_ca":false},{"name":"Ricardo Vasconcelos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05144011100573959,"gpt":0.2295674519321451,"spread":0.1781273409264055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068581,0.0008960757,0.0007849931,0.00304803,0.0004576829,0.003996328,0.00103019,0.0008208796,0.00449441],"category_scores_gemma":[0.001879381,0.0003525245,0.0005185113,0.003637483,0.002132635,0.002481892,0.0007051748,0.000921535,0.0007379583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456771,"about_ca_system_score_gemma":0.001861728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830034,"about_ca_topic_score_gemma":0.004275694,"domain_scores_codex":[0.9993492,0.0002070816,0.00005363637,0.0001332632,0.0002111246,0.00004581204],"domain_scores_gemma":[0.998862,0.00071387,0.00009119424,0.00006244974,0.0002226877,0.00004781028],"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":[0.0001165479,0.0001963898,0.01508005,0.001708146,0.0001009971,0.0002137659,0.003926606,0.008341682,0.005197573,0.2921827,0.01353412,0.6594015],"study_design_scores_gemma":[0.00001887368,0.000331026,0.117035,0.002906867,0.0001368931,0.00158799,0.009909055,0.03140414,0.00231709,0.6029841,0.2312338,0.0001351975],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07337182,0.2849345,0.4358143,0.0149338,0.001525076,0.0001806972,0.001246459,0.000657939,0.1873354],"genre_scores_gemma":[0.5746668,0.2033724,0.1580905,0.001683492,0.002635516,0.0004200242,0.001313346,0.0003198287,0.05749809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004830034,"threshold_uncertainty_score":0.01503527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1574624569","doi":"10.4000/pistes.3725","title":"Contributions et démarche de l’ergonomie dans les processus de conception","year":2001,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Alain Garrigou","is_ca":false},{"name":"Jean‐François Thibault","is_ca":false},{"name":"Marçal Jackson","is_ca":false},{"name":"Fausto Leopoldo Mascia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372504619937931,"gpt":0.303182929565635,"spread":0.2894578833662557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02031424,0.001370344,0.0007708898,0.004853309,0.003828719,0.01532041,0.002138274,0.003428797,0.006815832],"category_scores_gemma":[0.0171069,0.0009011517,0.001462966,0.003759014,0.01163821,0.01281257,0.005564959,0.005245229,0.001887872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009835046,"about_ca_system_score_gemma":0.01405993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322606,"about_ca_topic_score_gemma":0.01147209,"domain_scores_codex":[0.9820426,0.009837762,0.001041393,0.001735534,0.004583871,0.0007587858],"domain_scores_gemma":[0.9816638,0.009202136,0.0009243263,0.002714406,0.004761361,0.0007338902],"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":[0.00007408702,0.0001138956,0.00399744,0.001432595,0.00006229971,0.0003484078,0.06525045,0.003751274,0.003324147,0.7583795,0.002922638,0.1603432],"study_design_scores_gemma":[0.0000319652,0.0001960909,0.007886798,0.004293797,0.0001418103,0.000986487,0.05235367,0.008324616,0.004665971,0.3208966,0.6000504,0.0001717402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06710989,0.02711357,0.6573599,0.02732894,0.001183639,0.0005762063,0.0002407344,0.0004853823,0.2186017],"genre_scores_gemma":[0.5848969,0.02059535,0.3300529,0.002143475,0.0003931298,0.0007652592,0.0004504338,0.0004702743,0.0602324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02031424,"threshold_uncertainty_score":0.1074332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118084775","doi":"10.3233/wor-2009-0848","title":"Using occupational science to study occupational transitions in the realm of work: From micro to macro levels","year":2009,"lang":"en","type":"editorial","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Realm; Occupational science; Macro; Macro level; Work (physics); Occupational therapy; Psychology; Computer science; Engineering; Geography; Economics; Mechanical engineering; Archaeology","authors":[{"name":"Lynn Shaw","is_ca":true},{"name":"Debbie Laliberté Rudman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04910516988840051,"gpt":0.3167943180474322,"spread":0.2676891481590317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008989353,0.003507656,0.004920967,0.006631777,0.003914775,0.008590467,0.004309807,0.01962624,0.004634209],"category_scores_gemma":[0.02578609,0.001387089,0.002706025,0.003794645,0.005536782,0.004925216,0.002296569,0.02731067,0.004254884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003180097,"about_ca_system_score_gemma":0.00352338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006314107,"about_ca_topic_score_gemma":0.020385,"domain_scores_codex":[0.9945078,0.001049004,0.0009104752,0.0006136659,0.002684819,0.0002342289],"domain_scores_gemma":[0.9588581,0.02468712,0.001406894,0.0008472927,0.01151333,0.002687208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002657102,0.00002093007,0.00005338542,0.0006160796,0.00003769544,0.0001707447,0.00005754905,0.00003654675,0.00006786493,0.0006915815,0.9837371,0.01448397],"study_design_scores_gemma":[0.00004058204,0.00002876266,0.0008647803,0.001560889,0.0001044359,0.0005142122,0.0002002856,0.0001536759,0.0001077521,0.001932658,0.9944553,0.00003678295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002928005,0.02171847,0.0002024343,0.01902621,0.9582358,0.00001085754,0.00002842023,0.00002156876,0.0007269375],"genre_scores_gemma":[0.0004139512,0.01898653,0.0001735828,0.01164368,0.9656346,0.00002135645,0.00001688429,0.00001939042,0.003089995],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01962624,"threshold_uncertainty_score":0.04754078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080313285","doi":"10.3390/sym12091414","title":"Role of Ergonomic Factors Affecting Production of Leather Garment-Based SMEs of India: Implications for Social Sustainability","year":2020,"lang":"en","type":"article","venue":"Symmetry","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Human factors and ergonomics; Sustainability; Production (economics); Occupational safety and health; Cronbach's alpha; Analytic hierarchy process; Personal protective equipment; Business; Productivity; Work (physics); Operations management; Manufacturing engineering; Engineering; Poison control; Marketing; Operations research; Mechanical engineering; Medicine; Environmental health","authors":[{"name":"Koppiahraj Karuppiah","is_ca":false},{"name":"Bathrinath Sankaranarayanan","is_ca":false},{"name":"Syed Mithun Ali","is_ca":false},{"name":"Golam Kabir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01461111194243785,"gpt":0.2405087969021058,"spread":0.2258976849596679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008089117,0.0003829744,0.0002215325,0.001475849,0.001026032,0.002197742,0.0003390518,0.0003221633,0.001340826],"category_scores_gemma":[0.002174517,0.0001375512,0.0003475084,0.00161628,0.001068893,0.0006622265,0.00156018,0.0003109584,0.0001342256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099838,"about_ca_system_score_gemma":0.001510493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092943,"about_ca_topic_score_gemma":0.0202121,"domain_scores_codex":[0.9991269,0.000248426,0.00008222888,0.00008203251,0.0002149058,0.0002456119],"domain_scores_gemma":[0.9972855,0.0007384721,0.001039423,0.000118946,0.0004965788,0.0003211524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009615166,0.0001120692,0.9374937,0.0004293519,0.00009965548,0.002401035,0.01585079,0.0006890049,0.005214202,0.001297197,0.0003294199,0.0359874],"study_design_scores_gemma":[0.000001208796,0.0000739039,0.9703441,0.00009564222,0.00003886096,0.0003098734,0.02694626,0.0002484028,0.0005134308,0.0003038898,0.001108162,0.00001629905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960973,0.0003038088,0.0002641413,0.0003624538,0.000006609356,0.00001309971,0.0000458611,0.000005990974,0.002900727],"genre_scores_gemma":[0.9995535,0.0001493704,0.0001221598,0.00002067826,0.000002759589,0.000003370367,0.0000143833,8.042574e-7,0.0001329355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092943,"threshold_uncertainty_score":0.02173162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023032170","doi":"10.1080/00140139.2012.700327","title":"Ergonomics action research I: shifting from hypothesis testing to experiential learning","year":2012,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Human factors and ergonomics; Context (archaeology); Experiential learning; Action (physics); Knowledge management; Computer science; Work (physics); Process (computing); Action research; Experiential knowledge; Management science; Engineering; Poison control; Psychology","authors":[{"name":"Patrick Neumann","is_ca":true},{"name":"Shane M. Dixon","is_ca":true},{"name":"Mathias Ekman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1377603512150376,"gpt":0.3029890547264116,"spread":0.1652287035113739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2236752,0.001638599,0.001957865,0.003937714,0.005443688,0.01960472,0.006153414,0.006544459,0.006097155],"category_scores_gemma":[0.1315356,0.001399293,0.00172733,0.003163098,0.05957565,0.02119769,0.01480115,0.01252288,0.001457046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00899543,"about_ca_system_score_gemma":0.02007452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174494,"about_ca_topic_score_gemma":0.00147647,"domain_scores_codex":[0.7152257,0.2521134,0.004707813,0.009362555,0.01592825,0.002662404],"domain_scores_gemma":[0.5923017,0.3508256,0.009136884,0.03014828,0.01221795,0.005369565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002257245,0.001934316,0.006664788,0.006809263,0.0002100765,0.0003259452,0.1144924,0.001644434,0.002707901,0.5583705,0.008560611,0.2980539],"study_design_scores_gemma":[0.0004492023,0.001590164,0.004613655,0.006571835,0.0001078061,0.0005953848,0.0814626,0.004276147,0.003105665,0.7976219,0.09939551,0.0002100446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1010443,0.01280109,0.5548692,0.1839281,0.003494228,0.004101662,0.0002018131,0.0006917226,0.1388678],"genre_scores_gemma":[0.5372701,0.006118073,0.4200224,0.02258227,0.0008845612,0.00605579,0.0001346518,0.000242391,0.006689861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2236752,"threshold_uncertainty_score":0.9573467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042944662","doi":"10.1080/00140139.2014.938128","title":"An ergonomics action research demonstration: integrating human factors into assembly design processes","year":2014,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Process (computing); Action (physics); Knowledge management; Engineering design process; Process management; Human factors and ergonomics; Engineering; Engineering management; Action research; Computer science; Systems engineering; Poison control; Management; Medicine; Mechanical engineering","authors":[{"name":"Judy Village","is_ca":true},{"name":"Michael Greig","is_ca":true},{"name":"Filippo A. Salustri","is_ca":true},{"name":"Saeed Zolfaghari","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08767753905681612,"gpt":0.3289264123434459,"spread":0.2412488732866298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03907851,0.001292053,0.0005050828,0.001000588,0.005004694,0.004335845,0.001961636,0.003466654,0.005449937],"category_scores_gemma":[0.02720659,0.0006982088,0.001042354,0.0007007739,0.005658623,0.004940001,0.006363082,0.003401014,0.001212933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694955,"about_ca_system_score_gemma":0.006386111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003486561,"about_ca_topic_score_gemma":0.005896176,"domain_scores_codex":[0.9629409,0.03200407,0.0006522997,0.001353199,0.002184756,0.0008648658],"domain_scores_gemma":[0.9582996,0.03158122,0.00116149,0.003541244,0.002994121,0.002422415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001677828,0.01483571,0.013805,0.003902773,0.0002115362,0.004606118,0.3686082,0.007860204,0.04678388,0.06480028,0.03375697,0.4391515],"study_design_scores_gemma":[0.002223437,0.02937546,0.03294254,0.002908575,0.0003520492,0.004355924,0.1822881,0.02834433,0.04362891,0.04618005,0.6266433,0.000757248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4892488,0.001842013,0.3787081,0.02894577,0.001657389,0.004692902,0.0004118006,0.002715517,0.09177752],"genre_scores_gemma":[0.6109759,0.0008868408,0.3696008,0.001627114,0.0002343603,0.001614694,0.0001319524,0.0002166519,0.01471166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03907851,"threshold_uncertainty_score":0.2066693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387976087","doi":"10.3390/machines11110995","title":"Development of a Neuroergonomic Assessment for the Evaluation of Mental Workload in an Industrial Human–Robot Interaction Assembly Task: A Comparative Case Study","year":2023,"lang":"en","type":"article","venue":"Machines","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Canadian Institute of Steel Construction","keywords":"Workload; Task (project management); Robot; Software deployment; Computer science; Task analysis; Industrial robot; Operator (biology); Human–computer interaction; Simulation; Artificial intelligence; Engineering; Systems engineering","authors":[{"name":"Carlo Caiazzo","is_ca":false},{"name":"Marija Savković","is_ca":false},{"name":"Miloš Pušica","is_ca":false},{"name":"Djordje Milojevic","is_ca":false},{"name":"Maria Chiara Leva","is_ca":false},{"name":"Marko Djapan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2392481883977203,"gpt":0.4242003454780899,"spread":0.1849521570803696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557946,0.0007586053,0.0005197587,0.001352404,0.0004785428,0.0008093753,0.0006723256,0.00106121,0.001106168],"category_scores_gemma":[0.003347094,0.0002150718,0.0005342,0.0004710488,0.0006674659,0.0005536349,0.001027116,0.0003040606,0.0002319366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411449,"about_ca_system_score_gemma":0.0004587196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377836,"about_ca_topic_score_gemma":0.002311116,"domain_scores_codex":[0.9983392,0.0008421361,0.0001083339,0.0002013499,0.0003991787,0.0001098378],"domain_scores_gemma":[0.9982086,0.0007756693,0.0001511299,0.000160272,0.0005564929,0.0001477754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00364138,0.0133122,0.1548873,0.003392693,0.0004424292,0.01021784,0.02831132,0.02090073,0.3560616,0.002721791,0.00194696,0.4041638],"study_design_scores_gemma":[0.0006042797,0.03875492,0.6350645,0.0006718663,0.000820155,0.0130714,0.0295129,0.1249491,0.1405036,0.002001129,0.01349894,0.0005471382],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647205,0.0002280047,0.03264621,0.00008371051,0.0000231708,0.0005089278,0.00009451123,0.00003258337,0.001662353],"genre_scores_gemma":[0.9644533,0.0002310527,0.03399832,0.00003611319,0.00002895073,0.0003712636,0.00009091115,0.00001047099,0.0007794973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557946,"threshold_uncertainty_score":0.01352787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970962259","doi":"10.1080/00140139.2019.1572228","title":"Assessing human factors and ergonomics capability in organisations – the Human Factors Integration Toolset","year":2019,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Usability; Human factors and ergonomics; Function (biology); Engineering; Field (mathematics); Plan (archaeology); Knowledge management; Maturity (psychological); Process management; Computer science; Engineering management; Poison control; Human–computer interaction; Psychology; Medicine","authors":[{"name":"Michael Greig","is_ca":true},{"name":"Judy Village","is_ca":true},{"name":"Shane M. Dixon","is_ca":true},{"name":"Filippo A. Salustri","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02569277915031731,"gpt":0.2509653569049799,"spread":0.2252725777546626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008128337,0.001498592,0.001027856,0.005929169,0.0005842577,0.002566066,0.0007226232,0.0008997353,0.005361111],"category_scores_gemma":[0.02868015,0.0004381132,0.002698665,0.003953993,0.000374489,0.00225897,0.002729637,0.0009112942,0.00121415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007763876,"about_ca_system_score_gemma":0.001570552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004367774,"about_ca_topic_score_gemma":0.005855868,"domain_scores_codex":[0.9914255,0.002966278,0.0008701522,0.0003297237,0.004155629,0.0002528009],"domain_scores_gemma":[0.9831899,0.01075365,0.001672667,0.001083238,0.00285902,0.0004415755],"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":[0.0009620899,0.001088037,0.167593,0.002341741,0.001724283,0.000171598,0.001853708,0.03381048,0.005467964,0.005065689,0.01017697,0.7697444],"study_design_scores_gemma":[0.0002310452,0.004906252,0.8242322,0.002935332,0.001144134,0.000502722,0.003231528,0.1025157,0.009794449,0.01627104,0.03383119,0.0004044221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6257494,0.004138294,0.293052,0.0009384954,0.0003791228,0.003750334,0.0192677,0.003559847,0.04916483],"genre_scores_gemma":[0.7564583,0.001881134,0.2224103,0.0001813913,0.00007248671,0.003650344,0.009573047,0.0002415874,0.005531443],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008128337,"threshold_uncertainty_score":0.04298723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557495570","doi":"10.5267/j.msl.2016.11.008","title":"Decision making models and human factors: TOPSIS and Ergonomic Behaviors (TOPSIS-EB)","year":2016,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"TOPSIS; Computer science; Psychology; Operations management; Operations research; Mathematics; Engineering","authors":[{"name":"Mohammad Khandan","is_ca":false},{"name":"Shahram Vosoughi","is_ca":false},{"name":"Keykaous Azrah","is_ca":false},{"name":"Mohsen Poursadeghiyan","is_ca":false},{"name":"Alireza Khammar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01536478168156472,"gpt":0.2337994537275446,"spread":0.2184346720459799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005788849,0.002100541,0.001203925,0.004946784,0.00143794,0.003875023,0.001000634,0.0007569672,0.00357244],"category_scores_gemma":[0.01011627,0.0006867645,0.002207988,0.005464051,0.000894498,0.001583445,0.001689331,0.001773716,0.0004793411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218278,"about_ca_system_score_gemma":0.005643445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008627314,"about_ca_topic_score_gemma":0.007618989,"domain_scores_codex":[0.9912526,0.005993724,0.0005814141,0.0004251247,0.001511593,0.0002355825],"domain_scores_gemma":[0.9933861,0.004885159,0.0004896822,0.000118951,0.0009360578,0.0001839909],"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":[0.0006510374,0.001027259,0.06579396,0.006676154,0.004039776,0.00151164,0.008788457,0.2635961,0.004828307,0.08067665,0.01228593,0.5501248],"study_design_scores_gemma":[0.0003515859,0.001854948,0.03774978,0.002402629,0.001759007,0.0009786736,0.01203753,0.7886106,0.003552986,0.1259287,0.02440939,0.0003641706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.222807,0.003081957,0.738186,0.003437853,0.0003789158,0.002953232,0.001443554,0.0007762057,0.02693516],"genre_scores_gemma":[0.7302506,0.002393279,0.2627298,0.000178463,0.00006064032,0.001620234,0.0009016538,0.00003291817,0.001832321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008627314,"threshold_uncertainty_score":0.03061473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035455954","doi":"10.1088/1757-899x/827/1/012014","title":"Applications of smart textiles in occupational health and safety","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Smart material; Computer science; Architectural engineering; Manufacturing engineering; Risk analysis (engineering); Nanotechnology; Construction engineering; Business; Engineering; Materials science","authors":[{"name":"Patricia I. Dolez","is_ca":true},{"name":"Justine Decaens","is_ca":false},{"name":"Thibaut Buns","is_ca":false},{"name":"Dominic Lachapelle","is_ca":false},{"name":"Olivier Vermeersch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01825729002942207,"gpt":0.221297533136053,"spread":0.2030402431066309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009990609,0.0003750796,0.0002427329,0.001085081,0.0005423279,0.001932883,0.000279176,0.0009214753,0.008291136],"category_scores_gemma":[0.0007760201,0.0001613929,0.0005463468,0.0008554665,0.0007557933,0.001109687,0.001234156,0.0004414694,0.001177085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005044451,"about_ca_system_score_gemma":0.0004576622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005865694,"about_ca_topic_score_gemma":0.0008802786,"domain_scores_codex":[0.9993611,0.0002107926,0.00005004113,0.00008249497,0.0002232977,0.00007236126],"domain_scores_gemma":[0.9991649,0.0003551712,0.000184973,0.00007458661,0.0001717401,0.00004854711],"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":[0.0004365964,0.0005009762,0.03388144,0.005474795,0.0001222682,0.002069228,0.002216621,0.004590257,0.2509317,0.02893297,0.008712476,0.6621308],"study_design_scores_gemma":[0.00007409169,0.003478402,0.1455034,0.004510273,0.0002870694,0.006746145,0.009823508,0.01424186,0.270871,0.0573147,0.4869063,0.0002431631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6013059,0.1175687,0.05263765,0.009176766,0.001467923,0.0003925713,0.000902902,0.0003129126,0.2162347],"genre_scores_gemma":[0.9462593,0.02205921,0.01578104,0.0009531757,0.0001994671,0.00006270348,0.0001431248,0.00001647661,0.01452558],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008291136,"threshold_uncertainty_score":0.0277366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162547186","doi":"10.2174/1875934301104010131","title":"Human Factors Experiences in Context - Comparing Four Industrial Cases Using a Soft Systems Framework","year":2011,"lang":"en","type":"article","venue":"The Ergonomics Open Journal","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Stiftelsen Lars Hiertas Minne","keywords":"Context (archaeology); Computer science; Systems engineering; Engineering; Geography","authors":[{"name":"Cecilia Berlin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.263772669548193,"gpt":0.2958097621365037,"spread":0.03203709258831072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005286309,0.0007185764,0.0005082442,0.002988468,0.01303514,0.005271453,0.001300326,0.001586562,0.003071501],"category_scores_gemma":[0.008679948,0.000590983,0.0003879516,0.002923632,0.01145377,0.002005912,0.005958961,0.001684771,0.0002272508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666426,"about_ca_system_score_gemma":0.008682226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2436374,"about_ca_topic_score_gemma":0.3765994,"domain_scores_codex":[0.9910045,0.005777454,0.0002392347,0.0004608389,0.0007634892,0.001754456],"domain_scores_gemma":[0.9939948,0.003602685,0.0005806814,0.0002452009,0.0007517429,0.0008249339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000629626,0.00009929101,0.01105351,0.00005604167,0.000005400832,0.001625299,0.9809495,0.0001985357,0.0008150003,0.001287675,0.0001638547,0.00368305],"study_design_scores_gemma":[0.000006945726,0.00006777874,0.004973793,0.00003033392,0.00000399301,0.000148224,0.9901443,0.0001398122,0.0002527594,0.0002325813,0.003986722,0.00001291716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943779,0.0001088317,0.0005940932,0.0002378678,0.000007473981,0.00007577925,0.00001977144,0.000004938591,0.004573259],"genre_scores_gemma":[0.9983281,0.0001335212,0.0003938475,0.00006576587,0.000003043722,0.00003908043,0.00001626324,0.000004233215,0.001016082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436374,"threshold_uncertainty_score":0.4844385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297384644","doi":"10.3233/wor-211121","title":"Past, present, and future of E/HF for sustainability: A perspective from the HFSD Technical Committee","year":2022,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Work (physics); Engineering ethics; Interconnectivity; Action (physics); Sustainability science; Road map; Sustainable development; Theme (computing); Set (abstract data type); Perspective (graphical); Political science; Sociology; Management science; Engineering; Computer science; Social science; Geography","authors":[{"name":"Andrew Thatcher","is_ca":false},{"name":"Ivan Bolis","is_ca":false},{"name":"Tiago F. A. C. Sigahi","is_ca":false},{"name":"Gabriel García-Acosta","is_ca":false},{"name":"Karen Lange-Morales","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007092176684462122,"gpt":0.2160048956434153,"spread":0.2089127189589532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04026478,0.0005464767,0.0004274195,0.002757095,0.0214314,0.01962243,0.002021743,0.007904655,0.00447834],"category_scores_gemma":[0.01646682,0.0003880489,0.0006012995,0.003986817,0.0201545,0.01250636,0.008763789,0.009253759,0.0004980887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849553,"about_ca_system_score_gemma":0.03997483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867385,"about_ca_topic_score_gemma":0.02385878,"domain_scores_codex":[0.9713674,0.01871014,0.0009261486,0.0009458519,0.00385358,0.004196903],"domain_scores_gemma":[0.966544,0.01553671,0.001574208,0.0007204789,0.007022779,0.00860188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004771634,0.0002311626,0.008127669,0.0008921565,0.00002044168,0.001335912,0.4763951,0.0005344792,0.0007789208,0.3044656,0.1504538,0.05671699],"study_design_scores_gemma":[0.00000505552,0.00005026422,0.004310329,0.001477818,0.000006029254,0.0002895037,0.3935311,0.0001824533,0.0001977068,0.007077679,0.5928248,0.00004731118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1189299,0.04059381,0.004930652,0.6888297,0.005700637,0.0001474998,0.0001318353,0.0000442632,0.1406918],"genre_scores_gemma":[0.890545,0.03390401,0.003497759,0.04845821,0.002087235,0.0002162579,0.0001112607,0.00009488303,0.02108532],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04026478,"threshold_uncertainty_score":0.2129431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164586557","doi":"10.17533/udea.rfnsp.e342868","title":"Surgimiento y evolución de la ergonomía como disciplina: reflexiones sobre la escuela de los factores humanos y la escuela de la ergonomía de la actividad","year":2021,"lang":"es","type":"article","venue":"Revista Facultad Nacional de Salud Pública","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Yaniel Torres","is_ca":true},{"name":"Yordán Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01000600482211692,"gpt":0.3080295474181323,"spread":0.2980235425960154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007501391,0.000640984,0.0005919145,0.002218415,0.003675266,0.01236249,0.001353803,0.003550472,0.006207716],"category_scores_gemma":[0.007284387,0.000284996,0.0007235224,0.001854038,0.01557423,0.008195984,0.00472626,0.003610868,0.0009891428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006444313,"about_ca_system_score_gemma":0.01405227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01058507,"about_ca_topic_score_gemma":0.01182791,"domain_scores_codex":[0.9940093,0.003272725,0.0002460107,0.0008499336,0.001076973,0.0005451036],"domain_scores_gemma":[0.9926925,0.003920945,0.00080192,0.0004181226,0.001344061,0.000822353],"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":[0.00009191296,0.000187199,0.01399145,0.001174107,0.00004806339,0.0007724045,0.1217588,0.0009653464,0.001854521,0.7362321,0.007983763,0.1149403],"study_design_scores_gemma":[0.00003852994,0.0002560043,0.04847267,0.006180888,0.00009971028,0.001044185,0.2590842,0.001703864,0.001764066,0.3654509,0.3157471,0.0001578611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2163233,0.07562603,0.05148002,0.1525005,0.002369584,0.0002506629,0.0001811518,0.0001432389,0.5011255],"genre_scores_gemma":[0.9418158,0.02191276,0.007516876,0.004395889,0.0003144797,0.0001501662,0.00005402433,0.00003744334,0.02380258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9963247,"threshold_uncertainty_score":0.04675704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2429966401","doi":"10.1080/00140139.2016.1193634","title":"Young consumers’ considerations of healthy working conditions in purchasing decisions: a qualitative examination","year":2016,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Purchasing; Marketing; Product (mathematics); Business; Willingness to pay; Qualitative research; Economics","authors":[{"name":"Shane M. Dixon","is_ca":true},{"name":"Anna-Carin Nordvall","is_ca":false},{"name":"Wendy Cukier","is_ca":true},{"name":"Patrick Neumann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06183236172729694,"gpt":0.3005478053336395,"spread":0.2387154436063426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008662266,0.0002976674,0.0004671212,0.001170216,0.002849049,0.002333905,0.000665519,0.001009329,0.002325334],"category_scores_gemma":[0.01043834,0.0005371512,0.0003075313,0.001004219,0.003897574,0.002327828,0.002229224,0.001482195,0.0002312876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641121,"about_ca_system_score_gemma":0.002644839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009017278,"about_ca_topic_score_gemma":0.0153204,"domain_scores_codex":[0.9972808,0.001743765,0.0001126902,0.0001408926,0.0003534982,0.0003683243],"domain_scores_gemma":[0.9844996,0.01305483,0.0007304476,0.0001790461,0.0008804261,0.0006555791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003182037,0.00002768306,0.01175293,0.00009332135,0.000003511329,0.0005082256,0.9832271,0.00001912846,0.0005249346,0.0004383912,0.0001346529,0.003238295],"study_design_scores_gemma":[0.000003264847,0.00004866082,0.00444857,0.00007335717,0.000004003697,0.000126651,0.992767,0.00006600625,0.0002161741,0.0001319539,0.00210464,0.000009707581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979237,0.0001222755,0.0004237055,0.0003671854,0.000006843943,0.00003199011,0.0000440542,0.000002351986,0.001077749],"genre_scores_gemma":[0.9982883,0.0002419363,0.0003217962,0.0001995197,0.000003824173,0.00005092779,0.00002617686,0.000004433509,0.000863017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009017278,"threshold_uncertainty_score":0.045811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159442550","doi":"10.1108/00438020310471917","title":"Who belongs to ergonomics? An examination of the human factors community","year":2003,"lang":"en","type":"article","venue":"Work Study","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Promotion (chess); Human factors and ergonomics; Engineering ethics; Sociology; Business; Public relations; Political science; Poison control; Engineering; Medicine; Law; Environmental health","authors":[{"name":"Rabiul Ahasan","is_ca":true},{"name":"Daniel Imbeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02733276258035191,"gpt":0.2381166166312731,"spread":0.2107838540509212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02326487,0.000436208,0.001015995,0.0091621,0.02094136,0.01814901,0.001314138,0.006436791,0.003773895],"category_scores_gemma":[0.03669816,0.0005843245,0.0004973927,0.008172438,0.02658475,0.01893884,0.006642142,0.00701161,0.0007135304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006120295,"about_ca_system_score_gemma":0.01635412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02796441,"about_ca_topic_score_gemma":0.05628574,"domain_scores_codex":[0.981689,0.01054097,0.0005624355,0.000818967,0.004132148,0.002256401],"domain_scores_gemma":[0.95978,0.02475737,0.002018167,0.0006397031,0.007125846,0.005678829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009359008,0.0004599623,0.03000936,0.0008538179,0.00004055244,0.0008749411,0.4204291,0.0001154638,0.0006328966,0.1789426,0.06615366,0.3013942],"study_design_scores_gemma":[0.0000238372,0.0002099731,0.03310059,0.002534807,0.00002937094,0.0008445423,0.6255628,0.0003023344,0.000113541,0.05801111,0.2791842,0.00008284704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0810813,0.1153764,0.001874126,0.7439524,0.003961097,0.00003532103,0.0000154616,0.00004099422,0.05366297],"genre_scores_gemma":[0.8018658,0.09660733,0.001602597,0.0824593,0.006464646,0.00008395204,0.00002593815,0.00008792034,0.01080247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9790586,"threshold_uncertainty_score":0.1230379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973104819","doi":"10.69554/fmcw7865","title":"Quantifying the impact of environmental conditions on worker performance for inputting to a business case to justify enhanced workplace design features","year":2012,"lang":"en","type":"article","venue":"Journal of building survey, appraisal & valuation","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Computer science; Business","authors":[{"name":"Nigel Oseland","is_ca":true},{"name":"Adrian Burton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08387436662776214,"gpt":0.3632096740529191,"spread":0.2793353074251569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07480926,0.0009739093,0.001731044,0.006244673,0.0008079257,0.003954064,0.001684774,0.001840292,0.003018451],"category_scores_gemma":[0.1784932,0.0006676163,0.006228189,0.005280475,0.001219819,0.003121084,0.002069624,0.001711691,0.0003301524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003939127,"about_ca_system_score_gemma":0.002692467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003618596,"about_ca_topic_score_gemma":0.006793017,"domain_scores_codex":[0.935688,0.04400045,0.005139295,0.001855173,0.01237725,0.0009397567],"domain_scores_gemma":[0.7522138,0.2063038,0.02380554,0.005494904,0.01151143,0.0006705312],"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":[0.008005043,0.002887042,0.3807007,0.02815057,0.02121777,0.001173855,0.005167641,0.06783866,0.008598873,0.01627029,0.003626543,0.456363],"study_design_scores_gemma":[0.001160729,0.02330615,0.7869635,0.01309585,0.03087169,0.0008122731,0.0149409,0.05833101,0.02435173,0.02677968,0.01855838,0.0008280998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313121,0.01761087,0.03333617,0.002510748,0.0003482607,0.001623946,0.0009644641,0.00006515602,0.01222821],"genre_scores_gemma":[0.973354,0.002400402,0.02278722,0.0002079387,0.00004701125,0.0005739647,0.0002607449,0.00001438806,0.0003543942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07480926,"threshold_uncertainty_score":0.3956339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527209545","doi":"10.3390/en9100790","title":"Sustainability Enhancement of a Turbine Vane Manufacturing Cell through Digital Simulation-Based Design","year":2016,"lang":"en","type":"article","venue":"Energies","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Ministero dell’Istruzione, dell’Università e della Ricerca; Queen's University Belfast; Università degli Studi di Napoli Federico II","keywords":"Digital manufacturing; Manufacturing engineering; Energy consumption; Workcell; Engineering; Efficient energy use; Sustainability; Systems engineering; Industrial engineering; Computer science; Robot; Artificial intelligence","authors":[{"name":"Alessandra Caggiano","is_ca":false},{"name":"Adelaide Marzano","is_ca":false},{"name":"Roberto Teti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01168223608806864,"gpt":0.2107805562267848,"spread":0.1990983201387162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722963,0.0004004948,0.0003494106,0.000376429,0.0002478479,0.0007756545,0.0005613968,0.0005394372,0.001896577],"category_scores_gemma":[0.0004556003,0.0001745425,0.0005349136,0.0001939201,0.000396944,0.0003274107,0.0005411673,0.0001987656,0.0001748133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177263,"about_ca_system_score_gemma":0.000654658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841165,"about_ca_topic_score_gemma":0.002591158,"domain_scores_codex":[0.9998441,0.00005391526,0.000007480672,0.00001945137,0.00005739737,0.00001763419],"domain_scores_gemma":[0.999846,0.00006373676,0.00001865095,0.00002874562,0.00002929385,0.00001354694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003560692,0.00002941655,0.0007792985,0.00004381047,0.00001339328,0.00006132765,0.00005518465,0.9784267,0.00704705,0.002636695,0.0001007058,0.01077082],"study_design_scores_gemma":[0.000009460804,0.00005267546,0.000311141,0.000008479502,0.00001143316,0.00002239106,0.00002374038,0.9926415,0.003549741,0.0009791947,0.002382063,0.000008147956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2127393,0.0002760052,0.7618784,0.0002033891,0.00007195413,0.0001838728,0.0001918658,0.001116736,0.02333846],"genre_scores_gemma":[0.9269254,0.000210304,0.06982919,0.0000299211,0.000004837893,0.0001448649,0.0001070733,0.00003580653,0.002712657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002841165,"threshold_uncertainty_score":0.006344736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405446016","doi":"10.4018/979-8-3693-8252-3.ch001","title":"Artificial Intelligence in Vocational Education and Training","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Transformative learning; Vocational education; Augmented reality; Workforce; Computer science; Virtual reality; Ethical issues; Knowledge management; Engineering ethics; Artificial intelligence; Engineering; Psychology; Pedagogy; Political science","authors":[{"name":"Eriona Çela","is_ca":false},{"name":"Narasimha Rao Vajjhala","is_ca":false},{"name":"Philip Eappen","is_ca":true},{"name":"Alexey Vedishchev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02243897560808321,"gpt":0.2475256262802538,"spread":0.2250866506721706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003585084,0.0005337733,0.0002980613,0.001275445,0.00131904,0.003802427,0.0004742655,0.001452359,0.01976271],"category_scores_gemma":[0.0007513385,0.0002299487,0.0002390975,0.001349988,0.001697312,0.002121841,0.001468355,0.002366721,0.00555704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637015,"about_ca_system_score_gemma":0.001998133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804335,"about_ca_topic_score_gemma":0.005322311,"domain_scores_codex":[0.9996878,0.00007165024,0.00001203073,0.00003568826,0.0001633223,0.00002958545],"domain_scores_gemma":[0.99979,0.0001145405,0.00001047887,0.00001465733,0.00003724082,0.00003307337],"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":[0.00001052912,0.00005667246,0.000248953,0.0004548597,0.000005449609,0.00009519204,0.001966769,0.0007323998,0.0005045018,0.3922691,0.2756383,0.3280174],"study_design_scores_gemma":[0.000001344732,0.000008910226,0.0003645035,0.0004461474,0.000001321398,0.0001169782,0.0003278333,0.0001642638,0.00008289787,0.04057169,0.9579096,0.000004579847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001552552,0.1226014,0.004371626,0.01001266,0.003136945,0.0000451625,0.00005364597,0.0001101149,0.8581159],"genre_scores_gemma":[0.02884841,0.08594839,0.00794976,0.005414899,0.001679162,0.00008721241,0.0001357812,0.0001086885,0.8698276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01976271,"threshold_uncertainty_score":0.06611288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400738152","doi":"10.1080/00140139.2024.2378355","title":"The Chartered Institute of Ergonomics and Human Factors at 75: perspectives on contemporary challenges and future directions for Ergonomics and Human Factors","year":2024,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Human factors and ergonomics; Engineering ethics; Quality (philosophy); Engineering; Engineering management; Public relations; Sociology; Management; Psychology; Political science; Medical education; Poison control; Medicine","authors":[{"name":"Paul M. Salmon","is_ca":false},{"name":"Catherine M. Burns","is_ca":true},{"name":"Suzy Broadbent","is_ca":false},{"name":"Satyan Chari","is_ca":false},{"name":"Robyn Clay‐Williams","is_ca":false},{"name":"Peter A. Hancock","is_ca":false},{"name":"Daniel P. Jenkins","is_ca":false},{"name":"Ann Mills","is_ca":false},{"name":"Katie J. Parnell","is_ca":false},{"name":"Katherine L. Plant","is_ca":false},{"name":"Gemma J. M. Read","is_ca":false},{"name":"Sarah Sharples","is_ca":false},{"name":"Steven Shorrock","is_ca":false},{"name":"Neville A. Stanton","is_ca":false},{"name":"Guy H. Walker","is_ca":false},{"name":"Claire Williams","is_ca":false},{"name":"Patrick Waterson","is_ca":false},{"name":"Mark S. Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03297224626548286,"gpt":0.2437893509800996,"spread":0.2108171047146168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07410018,0.001606833,0.001995228,0.007803707,0.008352176,0.02796261,0.004458659,0.01419046,0.0143527],"category_scores_gemma":[0.06000973,0.0009601946,0.001714408,0.008198127,0.02137519,0.01481712,0.01348804,0.02434276,0.005637114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0241602,"about_ca_system_score_gemma":0.08390538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04790958,"about_ca_topic_score_gemma":0.04986948,"domain_scores_codex":[0.939123,0.02347685,0.005995027,0.004005373,0.01898449,0.008415269],"domain_scores_gemma":[0.8549635,0.04088353,0.007241457,0.008241557,0.0475254,0.04114446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001713923,0.0002504029,0.006713912,0.00212204,0.00004230863,0.0006664043,0.0196924,0.0004537231,0.001297987,0.1023925,0.5705076,0.2956893],"study_design_scores_gemma":[0.00002441722,0.0001865034,0.007461125,0.003572514,0.00002124814,0.0006291046,0.01610049,0.0002868453,0.0003238507,0.0191481,0.9520624,0.0001833282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00369736,0.1025551,0.009728829,0.8241945,0.02373343,0.0001176868,0.0002255349,0.000289017,0.03545851],"genre_scores_gemma":[0.2589338,0.3353054,0.1052122,0.1992362,0.02602687,0.001351748,0.001020714,0.0006206554,0.07229238],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07410018,"threshold_uncertainty_score":0.3918839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035449796","doi":"10.2196/18103","title":"Opportunities and Recommendations for Improving Medication Safety: Understanding the Medication Management System in Primary Care Through an Abstraction Hierarchy","year":2020,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; University at Buffalo; National Institutes of Health","keywords":"Sociotechnical system; Patient safety; Harm; SAFER; Health care; Hierarchy; Psychological intervention; Triage; Medicine; Medical emergency; Nursing; Psychology; Knowledge management; Computer science; Computer security","authors":[{"name":"Andrew Baumgartner","is_ca":false},{"name":"Taylor Kunkes","is_ca":false},{"name":"Collin M. Clark","is_ca":false},{"name":"Laura Brady","is_ca":false},{"name":"Scott V. Monte","is_ca":false},{"name":"Ranjit Singh","is_ca":false},{"name":"Robert G. Wahler","is_ca":false},{"name":"Huei-Yen Winnie Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09166871614999501,"gpt":0.2770380199069307,"spread":0.1853693037569357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03697976,0.001627846,0.001133412,0.007492539,0.006812525,0.01331224,0.004424178,0.004314878,0.003787746],"category_scores_gemma":[0.05191137,0.001382324,0.002455801,0.00528819,0.01548613,0.02568929,0.008517981,0.007239348,0.001004511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01743106,"about_ca_system_score_gemma":0.0378499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05329666,"about_ca_topic_score_gemma":0.05761885,"domain_scores_codex":[0.9776079,0.01657275,0.001430379,0.00136222,0.002000584,0.001026062],"domain_scores_gemma":[0.9414632,0.03663356,0.004248536,0.00405414,0.01016162,0.003438873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001013479,0.0003599894,0.03315652,0.004710473,0.0001489391,0.001149402,0.3069441,0.005319239,0.0015711,0.3891724,0.02590665,0.2314598],"study_design_scores_gemma":[0.00008717135,0.0002285028,0.01557886,0.009859649,0.0002108709,0.000774097,0.2155768,0.02076848,0.0009739363,0.5368449,0.1989159,0.0001807878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05441807,0.01787646,0.5979488,0.2840706,0.001240595,0.002533268,0.0004781453,0.0009690003,0.04046505],"genre_scores_gemma":[0.3151047,0.01087799,0.661928,0.006732327,0.0002479928,0.001854498,0.000436503,0.0001181317,0.002699893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05329666,"threshold_uncertainty_score":0.1955701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043806097","doi":"10.33439/ergonomi.743276","title":"THE ERGONOMIC RISK ANALYSIS WITH REBA METHOD IN PRODUCTION LINE","year":2020,"lang":"en","type":"article","venue":"Ergonomi","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Yukon University","funders":"","keywords":"Human factors and ergonomics; Production (economics); Production line; Work (physics); Multidisciplinary approach; Idle; Operations management; Risk analysis (engineering); Computer science; Engineering; Business; Poison control; Medicine; Environmental health; Mechanical engineering","authors":[{"name":"Emin TARAKÇI","is_ca":true},{"name":"Emine Can","is_ca":false},{"name":"Ahmet Ebrar SAKALLI","is_ca":false},{"name":"Gökmen TAK","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00909949644491631,"gpt":0.2031350169825943,"spread":0.194035520537678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002701708,0.0008402354,0.0005885695,0.005437016,0.0005233138,0.0009480276,0.0004955605,0.000461261,0.002958684],"category_scores_gemma":[0.005566722,0.0002264152,0.0009671486,0.0023844,0.0002887413,0.0006362901,0.0006409612,0.0004629113,0.0004886863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595682,"about_ca_system_score_gemma":0.0005770288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004293723,"about_ca_topic_score_gemma":0.003976702,"domain_scores_codex":[0.9968513,0.001349631,0.0002061165,0.0003721282,0.00105676,0.0001641897],"domain_scores_gemma":[0.9953526,0.002298299,0.0008130546,0.0003092548,0.001131166,0.00009566954],"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":[0.001646571,0.00170032,0.4081672,0.001156249,0.0007175206,0.001180693,0.005119399,0.04217894,0.04746115,0.003938622,0.002116484,0.4846169],"study_design_scores_gemma":[0.00005378113,0.00266396,0.7884904,0.0002347258,0.000388194,0.001359808,0.005655282,0.1754566,0.01580961,0.003542462,0.00605531,0.0002898571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489085,0.0005741353,0.1404133,0.0001427341,0.00004689682,0.0006802665,0.0006582086,0.0003940852,0.008181939],"genre_scores_gemma":[0.919796,0.0002169636,0.07664206,0.00002124394,0.00001717804,0.0003559725,0.0003255336,0.000033208,0.002591798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005437016,"threshold_uncertainty_score":0.01428819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265451771","doi":"10.1016/j.apergo.2016.01.017","title":"Holistic sustainable development: Floor-layers and micro-enterprises","year":2016,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Sustainability; Viewpoints; Structuring; Work (physics); Context (archaeology); Sustainable development; Business; Knowledge management; Architectural engineering; Process management; Construction engineering; Engineering; Computer science; Mechanical engineering; Political science","authors":[{"name":"Monique Lortie","is_ca":true},{"name":"Sylvie Nadeau","is_ca":true},{"name":"Steve Vezeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009272376216944784,"gpt":0.1843896442557862,"spread":0.1751172680388414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005677295,0.0003907145,0.0002364179,0.0005454669,0.001490513,0.005539303,0.0004853316,0.0006603503,0.006900106],"category_scores_gemma":[0.0005929851,0.0002633056,0.000233871,0.0008362393,0.004275512,0.002715905,0.003603233,0.0007416815,0.0003946238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646558,"about_ca_system_score_gemma":0.002250139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174556,"about_ca_topic_score_gemma":0.01378942,"domain_scores_codex":[0.9995196,0.0001769063,0.0000138183,0.00003856233,0.00009955723,0.0001514788],"domain_scores_gemma":[0.9996843,0.00008035722,0.00003793707,0.00005638479,0.00004534627,0.00009560856],"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":[0.00009313205,0.0001267328,0.01394255,0.0003702788,0.00006702511,0.000542207,0.01086784,0.007987473,0.00664433,0.8141923,0.003044515,0.1421216],"study_design_scores_gemma":[0.00001831172,0.0001985439,0.0549073,0.000842793,0.0001137753,0.000591989,0.05460971,0.008811446,0.005657082,0.7385668,0.1356045,0.00007769124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5707623,0.008743346,0.05233347,0.007392079,0.0002038804,0.00008423558,0.0001514258,0.0002514786,0.3600777],"genre_scores_gemma":[0.9845836,0.0007909574,0.006493723,0.0001335288,0.00001152999,0.00001377432,0.00001325007,0.00001689261,0.007942761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006900106,"threshold_uncertainty_score":0.02308315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1887873779","doi":"10.3233/wor-2011-1138","title":"Understanding knowledge transfer in an ergonomics intervention at a poultry processing plant","year":2011,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal; McGill University; Memorial University of Newfoundland","funders":"","keywords":"Debriefing; Participatory ergonomics; Knowledge transfer; Human factors and ergonomics; Intervention (counseling); Trainer; Stakeholder; Citizen journalism; Participatory action research; Knowledge management; Engineering; Process (computing); Process management; Psychology; Medical education; Poison control; Medicine; Computer science; Public relations; Sociology; Political science","authors":[{"name":"David M. Antle","is_ca":true},{"name":"Scott N. MacKinnon","is_ca":true},{"name":"J. Mølgaard","is_ca":true},{"name":"Nicole Vézina","is_ca":true},{"name":"Robert Parent","is_ca":true},{"name":"Stephen Bornstein","is_ca":true},{"name":"Louise Leclerc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242942888466306,"gpt":0.2336201783386719,"spread":0.1093258894920413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01434808,0.0005962399,0.0004332539,0.001429984,0.004960809,0.00445891,0.002234188,0.003368141,0.002857078],"category_scores_gemma":[0.02210954,0.0003898582,0.0004350869,0.001017959,0.005578878,0.006717089,0.004905976,0.002046258,0.0002507274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008911316,"about_ca_system_score_gemma":0.01130933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028754,"about_ca_topic_score_gemma":0.008668898,"domain_scores_codex":[0.9830783,0.01273126,0.0003767361,0.0006320636,0.001339323,0.001842345],"domain_scores_gemma":[0.978728,0.01752464,0.00148294,0.000494007,0.001152377,0.0006181056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003588404,0.005354357,0.01699797,0.002291097,0.00006627048,0.00581117,0.7429421,0.00470524,0.005878517,0.02786537,0.001099628,0.1866295],"study_design_scores_gemma":[0.0001711862,0.002125854,0.02218639,0.001564926,0.0001090293,0.001233275,0.9092627,0.008202729,0.0075529,0.02026273,0.02724392,0.00008438852],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408035,0.000780523,0.02037919,0.007466356,0.0000320767,0.0007760163,0.0000193366,0.00004465852,0.02969831],"genre_scores_gemma":[0.9921846,0.0005002588,0.005451797,0.0002454846,0.000007270292,0.0002496019,0.00001141457,0.000005418333,0.001344183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434808,"threshold_uncertainty_score":0.07588077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026217800","doi":"10.1016/j.apergo.2020.103144","title":"Exploring the need for and application of human factors and ergonomics in ambulance design: Overcoming the barriers with technical standards","year":2020,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Conestoga College","funders":"Defence Research and Development Canada","keywords":"Human factors and ergonomics; Engineering; Poison control; Aeronautics; Medical emergency; Medicine","authors":[{"name":"Bronson Du","is_ca":true},{"name":"Michelle Boileau","is_ca":true},{"name":"Kayla Wierts","is_ca":true},{"name":"Stephanie Beatrix Karch","is_ca":true},{"name":"Marcus Yung","is_ca":true},{"name":"Steven L. Fischer","is_ca":true},{"name":"Amin Yazdani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03512232347756421,"gpt":0.224408831113299,"spread":0.1892865076357348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04283974,0.0004167425,0.0002925662,0.001304457,0.004763805,0.006629971,0.001481,0.001707159,0.001172018],"category_scores_gemma":[0.05837118,0.0005501167,0.0004059231,0.0008205312,0.005262347,0.003768227,0.003172728,0.002470442,0.000233195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005183119,"about_ca_system_score_gemma":0.01814421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399629,"about_ca_topic_score_gemma":0.02695301,"domain_scores_codex":[0.9628031,0.02618403,0.002100138,0.001169894,0.005934345,0.001808425],"domain_scores_gemma":[0.9372029,0.032164,0.009480418,0.003187401,0.01520144,0.002763943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000950623,0.0007809201,0.2161928,0.001192363,0.00007263143,0.00110337,0.5740079,0.002097536,0.01022275,0.01733188,0.004408415,0.1724945],"study_design_scores_gemma":[0.0000320702,0.0006983601,0.1723824,0.002320715,0.00007183943,0.0006926407,0.7145782,0.004325816,0.003839629,0.009850899,0.09101167,0.0001957984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273143,0.0008783474,0.02522399,0.0196977,0.0001260531,0.0004571133,0.00003851372,0.00008489071,0.026179],"genre_scores_gemma":[0.9821284,0.000358695,0.0155454,0.001045036,0.00001701682,0.0001328466,0.0000167801,0.00001241495,0.0007435038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283974,"threshold_uncertainty_score":0.2265609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406496091","doi":"10.1080/00140139.2025.2450726","title":"Leveraging Ergonomics and Human Factors (E/HF) for community impact: what have we learned about how to make a difference","year":2025,"lang":"en","type":"article","venue":"Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Wilfrid Laurier University","funders":"National Institute on Aging","keywords":"Human factors and ergonomics; Variety (cybernetics); Work (physics); Engineering ethics; Field (mathematics); Ideology; Sociology; Qualitative research; Poison control; Engineering; Public relations; Psychology; Political science; Medicine; Computer science; Social science; Politics; Environmental health; Mechanical engineering; Artificial intelligence","authors":[{"name":"Hanna J. Barton","is_ca":false},{"name":"Maurita T. Harris","is_ca":true},{"name":"Courtney C. Rogers","is_ca":false},{"name":"Karen Lange-Morales","is_ca":false},{"name":"Andrew Thatcher","is_ca":false},{"name":"Leah C. Newman","is_ca":false},{"name":"Abigail R. Wooldridge","is_ca":false},{"name":"Enid Montague","is_ca":true},{"name":"Nicole E. Werner","is_ca":false},{"name":"Rupa S. Valdez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04108977178781992,"gpt":0.2752373754069327,"spread":0.2341476036191128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0415049,0.0008985106,0.001331257,0.002620706,0.009626776,0.01990879,0.002563869,0.004857623,0.005483959],"category_scores_gemma":[0.04739848,0.0005134445,0.000916715,0.002274191,0.02864368,0.02986052,0.01096149,0.007724046,0.0007053024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008077698,"about_ca_system_score_gemma":0.03052708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228817,"about_ca_topic_score_gemma":0.01884039,"domain_scores_codex":[0.9763575,0.01655803,0.0007148489,0.001226029,0.002380958,0.002762559],"domain_scores_gemma":[0.9409736,0.04364005,0.002797898,0.002560126,0.005442105,0.004586153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001191092,0.0005674531,0.01581007,0.008387544,0.0001093147,0.0009247626,0.5159932,0.0005245982,0.00123317,0.1331708,0.0126001,0.31056],"study_design_scores_gemma":[0.00002475865,0.0002290702,0.007280142,0.01335212,0.00006420411,0.0003873858,0.7900075,0.0003782796,0.0008011097,0.07041503,0.1169424,0.0001180433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2692243,0.09781845,0.03414652,0.5108468,0.003446138,0.000798474,0.0002135935,0.000176998,0.08332882],"genre_scores_gemma":[0.9108303,0.04359213,0.01796782,0.02301946,0.0004359939,0.0004484805,0.00006898123,0.00009367312,0.003543166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0415049,"threshold_uncertainty_score":0.2195016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738766691","doi":"10.2495/safe-v7-n2-247-266","title":"De-Icing of aircraft: Incorporating business risks and occupational health and safety","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure; Fonds de Recherche du Québec - Santé; Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"Occupational safety and health; Icing; Aeronautics; Environmental health; Engineering; Risk analysis (engineering); Forensic engineering; Environmental science; Transport engineering; Business; Medicine; Meteorology; Geography","authors":[{"name":"Sylvie Nadeau","is_ca":true},{"name":"François Morency","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01813011910097364,"gpt":0.262599523851634,"spread":0.2444694047506604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004021046,0.0009311435,0.0005100595,0.003884827,0.001119693,0.00781901,0.0007232743,0.001892609,0.002395241],"category_scores_gemma":[0.009038968,0.0004120879,0.0007599794,0.00199573,0.00257618,0.005504224,0.00326001,0.002140037,0.0003376675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745423,"about_ca_system_score_gemma":0.004211327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336135,"about_ca_topic_score_gemma":0.0212353,"domain_scores_codex":[0.9971533,0.001640763,0.0001467657,0.0001948785,0.0006015708,0.0002626863],"domain_scores_gemma":[0.9908589,0.005646456,0.001377653,0.000240804,0.001212026,0.0006642823],"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":[0.0003323693,0.0009066965,0.3565638,0.003290163,0.00087735,0.001903636,0.02477567,0.008825439,0.00185522,0.1298583,0.007491794,0.4633195],"study_design_scores_gemma":[0.00002958385,0.001112429,0.5186368,0.01090051,0.001259345,0.003674975,0.1049963,0.02913521,0.00158946,0.2120983,0.116154,0.0004131131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.601692,0.1612914,0.07635832,0.06950814,0.001547944,0.0003061372,0.0006202989,0.0001726578,0.08850322],"genre_scores_gemma":[0.9606627,0.02492167,0.00918708,0.001431434,0.0004731321,0.00007324257,0.000111367,0.00001836557,0.003121121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336135,"threshold_uncertainty_score":0.0265671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2213432721","doi":"10.4000/pistes.4599","title":"Construction de l’intervention ergonomique. D’une préoccupation de montée en cadence à la décision d’investir pour transformer le travail : embûches et stratégies","year":2015,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Joffrey Beaujouan","is_ca":false},{"name":"Sophie Aubert","is_ca":false},{"name":"Fabien Coutarel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637736130767376,"gpt":0.2941131207538455,"spread":0.2777357594461717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006197779,0.0008057645,0.0005431946,0.00146124,0.003529439,0.006766165,0.001432859,0.003041173,0.01489523],"category_scores_gemma":[0.008074039,0.0004378888,0.0006574158,0.0008232967,0.01084929,0.004153223,0.005866415,0.003103281,0.002625577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007427282,"about_ca_system_score_gemma":0.01526743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006909608,"about_ca_topic_score_gemma":0.01027079,"domain_scores_codex":[0.9901129,0.00563027,0.0003503858,0.001364595,0.001688649,0.0008530727],"domain_scores_gemma":[0.993849,0.002326333,0.0007284892,0.0007706284,0.001198801,0.001126664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002219154,0.0004189063,0.005291323,0.001101315,0.00006583007,0.0004505469,0.03364495,0.002401944,0.005206098,0.7690843,0.00806039,0.1740526],"study_design_scores_gemma":[0.00009929376,0.0006466393,0.01536056,0.002116513,0.0001000419,0.0004923723,0.03673256,0.003431984,0.004164274,0.2740712,0.6626653,0.0001192995],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1066623,0.007099587,0.2268275,0.04836155,0.001091124,0.001203889,0.0002114877,0.0005322187,0.6080104],"genre_scores_gemma":[0.8361116,0.002153573,0.06530256,0.003189254,0.0001523212,0.000880077,0.0001325569,0.0001459833,0.09193211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01489523,"threshold_uncertainty_score":0.05388892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034800054","doi":"10.1016/j.ergon.2020.102980","title":"Validation of ergonomic criteria of a cooling vest for deep and ultra-deep mining","year":2020,"lang":"en","type":"article","venue":"International Journal of Industrial Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Usability; Likert scale; Human factors and ergonomics; Engineering; Applied psychology; Poison control; Computer science; Human–computer interaction; Psychology","authors":[{"name":"Valérie Tuyêt Mai Ngô","is_ca":true},{"name":"Sylvie Nadeau","is_ca":true},{"name":"Stéphane Hallé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0446113240076706,"gpt":0.2600294509572414,"spread":0.2154181269495709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023519,0.0009076573,0.0006278717,0.00145196,0.0005607262,0.0009647075,0.0009039561,0.0008716613,0.001126135],"category_scores_gemma":[0.005156219,0.0002283743,0.0006940505,0.0005248737,0.0005668252,0.000648208,0.0008561099,0.0002293164,0.0002414447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084019,"about_ca_system_score_gemma":0.0007191724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009900985,"about_ca_topic_score_gemma":0.001667581,"domain_scores_codex":[0.9982408,0.0005137692,0.0001830611,0.0001835632,0.0007388031,0.0001400173],"domain_scores_gemma":[0.996155,0.001191918,0.0003901552,0.0002122143,0.001821202,0.0002296411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004781988,0.0008732207,0.1230069,0.001077364,0.0001410233,0.0004536617,0.001133768,0.01865547,0.7716992,0.0008920738,0.0006918148,0.07659349],"study_design_scores_gemma":[0.0002752684,0.02367187,0.5172627,0.0004246511,0.0006557237,0.001335083,0.003341704,0.07790454,0.3681622,0.00116937,0.005573263,0.0002236183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747187,0.0002867957,0.02345116,0.00004426849,0.000060356,0.0001575349,0.0001991853,0.00004833985,0.001033702],"genre_scores_gemma":[0.9914088,0.00008094196,0.007899278,0.00001594267,0.000008280247,0.00006786697,0.0001510331,0.00001145337,0.0003564137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023519,"threshold_uncertainty_score":0.01243818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109905586","doi":"10.1080/24725838.2020.1857315","title":"A comparison of work-rest models using a “breakpoint” analysis raises questions","year":2020,"lang":"en","type":"article","venue":"IISE Transactions on Occupational Ergonomics and Human Factors","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rest (music); Breakpoint; Work (physics); Computer science; Data science; Engineering; Biology; Physics; Genetics; Mechanical engineering","authors":[{"name":"Patrick Neumann","is_ca":true},{"name":"Mufaddal Motiwala","is_ca":true},{"name":"Linda M. Rose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08693341741340453,"gpt":0.3043428365427096,"spread":0.2174094191293051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003183945,0.0008822355,0.001017281,0.001040769,0.000484738,0.001923727,0.003943133,0.002073478,0.007623835],"category_scores_gemma":[0.01158499,0.0004691587,0.002267058,0.0007736687,0.0006666283,0.002982984,0.0009744699,0.001555295,0.002220212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354267,"about_ca_system_score_gemma":0.001479308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00991734,"about_ca_topic_score_gemma":0.007129015,"domain_scores_codex":[0.9985758,0.0006044069,0.0001109653,0.0002034704,0.0003762206,0.00012922],"domain_scores_gemma":[0.9939979,0.00406342,0.0003799296,0.0006944515,0.000755359,0.0001088681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001221426,0.0006494409,0.009919465,0.0008634028,0.0003829062,0.0001597633,0.0008735303,0.8207464,0.005129579,0.0547739,0.004949174,0.1003309],"study_design_scores_gemma":[0.00007720707,0.0006015798,0.005315601,0.0001776556,0.0001262274,0.00007101452,0.0005583637,0.9628869,0.002652843,0.01938113,0.008058097,0.00009340248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.231606,0.00124081,0.7096016,0.003357906,0.000608527,0.0006683916,0.001737685,0.00109882,0.05008039],"genre_scores_gemma":[0.8981293,0.001044108,0.08867845,0.0004117166,0.0001092989,0.0007862351,0.001180626,0.0004594382,0.009200795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00991734,"threshold_uncertainty_score":0.02550423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W243704331","doi":"10.3233/wor-2012-0753-4572","title":"Ergonomic analysis of work activity for the purpose of developing training programs: the contribution of ergonomics to vocational didactics","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Vocational education; Human factors and ergonomics; Experiential learning; Work (physics); Psychology; Job analysis; Process (computing); Applied psychology; Intervention (counseling); Medical education; Poison control; Computer science; Engineering; Pedagogy; Social psychology; Medicine; Job satisfaction; Mechanical engineering","authors":[{"name":"Sylvie Ouellet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04039799167244241,"gpt":0.2563427842778537,"spread":0.2159447926054113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649964,0.0003804004,0.0003430391,0.001949872,0.0008322456,0.001113993,0.000356127,0.0002391771,0.001015986],"category_scores_gemma":[0.00718896,0.0001480549,0.0001903968,0.0007737749,0.0007531511,0.0004096668,0.0005627982,0.000234879,0.0001789693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917529,"about_ca_system_score_gemma":0.001028589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315318,"about_ca_topic_score_gemma":0.003293123,"domain_scores_codex":[0.9975956,0.001578057,0.000145839,0.0001485342,0.0004221836,0.0001097531],"domain_scores_gemma":[0.9953433,0.003094751,0.0005695313,0.0002821727,0.0005522609,0.0001580634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007777355,0.001146576,0.2332679,0.002027219,0.00006158684,0.0003205015,0.04183671,0.002197784,0.05275241,0.002423837,0.0009338114,0.662254],"study_design_scores_gemma":[0.00003271914,0.0009423841,0.9567331,0.0003577241,0.00005536411,0.0003094637,0.02108946,0.002675038,0.009079121,0.001733992,0.006917733,0.00007396338],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420949,0.0009869618,0.04414596,0.0005697861,0.00005810646,0.0003456733,0.0001332744,0.0001354566,0.01152995],"genre_scores_gemma":[0.9887072,0.0003342699,0.01011168,0.000027782,0.00002694345,0.00008919429,0.00005008837,0.00001585993,0.0006369234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002649964,"threshold_uncertainty_score":0.01401448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413911714","doi":"10.3390/machines13090783","title":"Evaluating Mental Workload and Productivity in Manufacturing: A Neuroergonomic Study of Human–Robot Collaboration Scenarios","year":2025,"lang":"en","type":"article","venue":"Machines","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Commission; Canadian Institute of Steel Construction","keywords":"Workload; Productivity; Human–robot interaction; Robot; Computer science; Manufacturing engineering; Human–computer interaction; Psychology; Engineering; Artificial intelligence; Economics","authors":[{"name":"Carlo Caiazzo","is_ca":false},{"name":"Marko Djapan","is_ca":false},{"name":"Marija Savković","is_ca":false},{"name":"Djordje Milojevic","is_ca":false},{"name":"Arso M. Vukićević","is_ca":false},{"name":"Luca Gualtieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02018003786445333,"gpt":0.3046084168249236,"spread":0.2844283789604703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107404,0.0004495365,0.0002732924,0.0005127005,0.0004070179,0.0007185949,0.0002445504,0.0005126435,0.0008002868],"category_scores_gemma":[0.003923953,0.0001689641,0.0003002094,0.0001874899,0.0004235469,0.0005162174,0.0009134262,0.0002521355,0.0001360037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781925,"about_ca_system_score_gemma":0.0002251356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003599948,"about_ca_topic_score_gemma":0.0004865644,"domain_scores_codex":[0.9989471,0.000545139,0.00006926105,0.0001628496,0.0001683952,0.0001072125],"domain_scores_gemma":[0.9983184,0.0007180204,0.0003540379,0.0001180994,0.0001914475,0.0002998932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008042906,0.01421931,0.469728,0.001353277,0.0006639193,0.002232124,0.04049428,0.009334126,0.3089771,0.0008973682,0.00111967,0.1429379],"study_design_scores_gemma":[0.0001698273,0.01555894,0.9408858,0.00008793015,0.0001530062,0.001233635,0.01431083,0.01053729,0.01489175,0.0007897663,0.001232332,0.0001488474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981022,0.00003420137,0.001521694,0.00001391596,0.000003591572,0.00003035305,0.00001770145,0.000005613625,0.0002706285],"genre_scores_gemma":[0.9987221,0.00003502582,0.0009990206,0.00001369498,0.000006494678,0.00006300506,0.00003889433,0.000001537124,0.0001201649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107404,"threshold_uncertainty_score":0.005680144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576393237","doi":"10.7202/1009085ar","title":"Workplace Training: How Context Impacts on Instructors’ Activities","year":2012,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Diversification (marketing strategy); Training (meteorology); Context (archaeology); Product (mathematics); Globalization; Work (physics); Business; Marketing; Public relations; Production (economics); Engineering; Political science","authors":[{"name":"Sylvie Ouellet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04106052477492494,"gpt":0.2204874578243075,"spread":0.1794269330493825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008852636,0.0002486349,0.0002668422,0.0004232991,0.001202194,0.002941729,0.0005083784,0.0007807267,0.004669167],"category_scores_gemma":[0.005772882,0.0001835219,0.0001939866,0.0002950533,0.0008473655,0.0007907162,0.001742094,0.0004862526,0.0004607157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006731966,"about_ca_system_score_gemma":0.0007868632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799221,"about_ca_topic_score_gemma":0.007053352,"domain_scores_codex":[0.9982924,0.0009696836,0.00005197984,0.0002036648,0.0001814665,0.0003008037],"domain_scores_gemma":[0.9960641,0.001968523,0.0004724315,0.0001437802,0.0003483421,0.001002708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001625585,0.003512925,0.6792265,0.0005743352,0.0001676021,0.002460786,0.1138171,0.001274683,0.02830867,0.00204522,0.002592954,0.1643936],"study_design_scores_gemma":[0.00005201882,0.0008204288,0.9208128,0.0001786,0.00008279781,0.0003650048,0.06610122,0.0007964069,0.001837709,0.0008570301,0.008047334,0.00004872187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913566,0.0002364337,0.0006550773,0.0002163264,0.00002425904,0.00002009201,0.00003132101,0.00001620353,0.007443733],"genre_scores_gemma":[0.9989256,0.0001008222,0.0002815658,0.0000385127,0.000006867258,0.000008426806,0.00001627621,0.000005416138,0.0006164931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004669167,"threshold_uncertainty_score":0.01561987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127582114","doi":"10.1108/00438020310462863","title":"Socio‐technical and ergonomic aspects of industrial technologies","year":2003,"lang":"en","type":"article","venue":"Work Study","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Order (exchange); Emerging technologies; Resistance (ecology); Computer science; Technology transfer; Risk analysis (engineering); Business; Manufacturing engineering; Knowledge management; Engineering","authors":[{"name":"Rabiul Ahasan","is_ca":true},{"name":"Daniel Imbeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02198692423549338,"gpt":0.2145545582055141,"spread":0.1925676339700207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390494,0.000479859,0.0001815498,0.001829834,0.001712011,0.003819087,0.0002317927,0.000959767,0.003430119],"category_scores_gemma":[0.003305016,0.0002289383,0.0002744214,0.001082084,0.004426806,0.001419487,0.001246238,0.0004773894,0.0003510113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009904088,"about_ca_system_score_gemma":0.001370697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014918,"about_ca_topic_score_gemma":0.002658719,"domain_scores_codex":[0.9982498,0.0009797688,0.00007088357,0.00006069629,0.0004584636,0.0001802288],"domain_scores_gemma":[0.997269,0.001824319,0.0003665349,0.0001001913,0.0002808178,0.0001591172],"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":[0.0001407505,0.0008746406,0.08858345,0.00158913,0.0001148443,0.004018018,0.07758772,0.01199228,0.01109878,0.593739,0.005765531,0.2044958],"study_design_scores_gemma":[0.0000414558,0.0008962903,0.266447,0.001331239,0.0001309674,0.004108301,0.09032738,0.006599473,0.003117194,0.3246267,0.3022199,0.0001541382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4533178,0.02960074,0.03590969,0.01730477,0.0006314679,0.0001804729,0.0001178478,0.000072073,0.4628651],"genre_scores_gemma":[0.9819717,0.00691832,0.002745647,0.0005485361,0.0003262636,0.00008203685,0.00001948712,0.00001188251,0.007376139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003819087,"threshold_uncertainty_score":0.01147491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411978218","doi":"10.1080/17517575.2025.2524847","title":"Human factors in digital healthcare systems: a critical literature review","year":2025,"lang":"en","type":"article","venue":"Enterprise Information Systems","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Algoma University; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Health care; Healthcare system; Computer science; Business; Knowledge management; Medicine; Political science","authors":[{"name":"Akinola Ogbeyemi","is_ca":true},{"name":"Wenjun Lin","is_ca":true},{"name":"Jethro Odeyemi","is_ca":true},{"name":"Lori Bradford","is_ca":true},{"name":"Hang Yu","is_ca":false},{"name":"Wenjun Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008327669252322409,"gpt":0.2556830284605658,"spread":0.2473553592082434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008144965,0.001078972,0.001922585,0.01281224,0.001676332,0.004912855,0.001415612,0.002885914,0.003185509],"category_scores_gemma":[0.01927265,0.0008054498,0.001510584,0.01224613,0.003091421,0.00582748,0.001836367,0.003047822,0.0005620669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006482708,"about_ca_system_score_gemma":0.01309251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220947,"about_ca_topic_score_gemma":0.01586433,"domain_scores_codex":[0.9959632,0.001484778,0.0008120999,0.0003989505,0.001129721,0.0002112753],"domain_scores_gemma":[0.9411761,0.05041652,0.001703149,0.0004975374,0.005839838,0.000366837],"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":[0.00008080897,0.0001161562,0.002590382,0.1237056,0.0004133118,0.0005971304,0.004110967,0.001054751,0.0003896088,0.02381694,0.02299598,0.8201284],"study_design_scores_gemma":[0.00002173466,0.000230698,0.01243034,0.3901606,0.001444612,0.00224044,0.01029593,0.0007620496,0.0006136397,0.02163788,0.559984,0.0001781011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004096349,0.9960877,0.0003879187,0.001927214,0.0002456614,0.00002821144,0.00002711107,0.000004294859,0.0008822923],"genre_scores_gemma":[0.004604131,0.9937127,0.0006171997,0.0006580692,0.0002390629,0.0000371814,0.00002621575,0.000002593618,0.0001027706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01281224,"threshold_uncertainty_score":0.04703552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964752995","doi":"10.1177/154193120004401255","title":"Ergonomic Work Analysis, Training and Action: New Paths Opened by the Interconnection of Approaches","year":2000,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Work (physics); Action (physics); Originality; Identification (biology); Training (meteorology); Theme (computing); Intervention (counseling); Citizen journalism; Engineering ethics; Knowledge management; Computer science; Engineering; Psychology; Social psychology; Creativity","authors":[{"name":"Marianne Lacomblez","is_ca":false},{"name":"Sylvie Montreuil","is_ca":true},{"name":"Catherine Teiger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03463848066308248,"gpt":0.2139437857432991,"spread":0.1793053050802166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0547694,0.002294753,0.002803503,0.01032567,0.007610636,0.03490678,0.003335468,0.007721949,0.005429984],"category_scores_gemma":[0.01773285,0.001625341,0.001497422,0.008594342,0.1174253,0.06274971,0.02365606,0.01468782,0.0007546612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161761,"about_ca_system_score_gemma":0.01505008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00445956,"about_ca_topic_score_gemma":0.00404339,"domain_scores_codex":[0.9501637,0.03654762,0.002124102,0.003315794,0.005886172,0.001962533],"domain_scores_gemma":[0.9584836,0.03004975,0.001854439,0.004093415,0.003065627,0.002453178],"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":[0.00006460304,0.0000639541,0.0006711553,0.0006474394,0.00003201042,0.0001297051,0.03580497,0.0004390861,0.00019553,0.9044369,0.002178336,0.05533629],"study_design_scores_gemma":[0.00003040412,0.00007022765,0.000764885,0.001362732,0.00001613087,0.0001893767,0.02569605,0.0007650885,0.0001370779,0.8668289,0.1040781,0.00006098913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02420168,0.2367373,0.3597755,0.1874222,0.003870399,0.0003847268,0.0001340645,0.0005226932,0.1869513],"genre_scores_gemma":[0.5854474,0.08005852,0.2991084,0.0139316,0.003742732,0.001506459,0.0001490577,0.0004661105,0.01558968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0547694,"threshold_uncertainty_score":0.2896517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524020468","doi":"10.3233/wor-162400","title":"Integrating ergonomics knowledge into business-driven design projects: The shaping of resource constraints in engineering consultancy","year":2016,"lang":"en","type":"article","venue":"Work","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Resource (disambiguation); Human factors and ergonomics; Knowledge management; Engineering; Engineering management; Business; Systems engineering; Computer science; Poison control; Medicine","authors":[{"name":"Lene Bjerg Hall-Andersen","is_ca":false},{"name":"Patrick Neumann","is_ca":true},{"name":"Ole Broberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02587004273338783,"gpt":0.213236342086487,"spread":0.1873662993530992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01484395,0.000452755,0.0003859569,0.002749266,0.008197015,0.01005357,0.002530753,0.002323094,0.003592407],"category_scores_gemma":[0.04580005,0.000804619,0.0004076661,0.00233465,0.01030068,0.004588825,0.00947873,0.002186804,0.0004755927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006957325,"about_ca_system_score_gemma":0.01467288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004709336,"about_ca_topic_score_gemma":0.006971284,"domain_scores_codex":[0.9680957,0.02210738,0.001035005,0.00114323,0.004862898,0.00275584],"domain_scores_gemma":[0.9276534,0.04616832,0.009431975,0.003390745,0.005127555,0.008227939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002183106,0.001249712,0.09447845,0.001208621,0.00008253881,0.00697655,0.7023361,0.00214535,0.005517166,0.02916233,0.003394133,0.1532308],"study_design_scores_gemma":[0.00005093328,0.0004228048,0.1060879,0.001320566,0.00004335541,0.003690994,0.7930862,0.004183168,0.001689194,0.03114288,0.05808704,0.0001950962],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958299,0.0005839815,0.01202321,0.003538467,0.00002934734,0.0001064993,0.00002125092,0.00003979384,0.02535845],"genre_scores_gemma":[0.9954879,0.0001641556,0.0030654,0.0001776122,0.00000939986,0.00005360245,0.00001391593,0.00001486639,0.001013196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484395,"threshold_uncertainty_score":0.07850325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894379995","doi":"10.23880/eoij-16000167","title":"Development of the Ergonomic Activity Sampling (EAS) Method to Analyse Video-Documented Work Processes with Activity Sampling","year":2018,"lang":"en","type":"article","venue":"Ergonomics International Journal","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Sampling (signal processing); Work (physics); Industrial engineering; Human factors and ergonomics; Experience sampling method; Computer science; Manufacturing engineering; Engineering; Psychology; Mechanical engineering; Poison control; Computer vision; Medicine; Medical emergency; Social psychology","authors":[{"name":"Kurt Landau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03449337207709975,"gpt":0.3045704357192711,"spread":0.2700770636421714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887859,0.001006661,0.0005042828,0.003480582,0.0002616604,0.0009719242,0.001066087,0.0007135199,0.002428815],"category_scores_gemma":[0.004867981,0.0004106471,0.000551977,0.002533722,0.0004347333,0.0007247271,0.0008706594,0.000678194,0.000916994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003573959,"about_ca_system_score_gemma":0.0008929465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573283,"about_ca_topic_score_gemma":0.002873577,"domain_scores_codex":[0.9981207,0.0005473468,0.00015292,0.0003407501,0.0007676271,0.00007067388],"domain_scores_gemma":[0.9967074,0.001525176,0.0003107066,0.0002772113,0.001071735,0.0001077133],"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":[0.0003004916,0.0002809098,0.01174631,0.0008671504,0.0001093603,0.0002527935,0.0009929145,0.007996624,0.1662812,0.008067671,0.001802357,0.8013023],"study_design_scores_gemma":[0.0002297503,0.002549997,0.1178599,0.0006813901,0.0003487202,0.003276623,0.002080313,0.5544147,0.2400096,0.01252047,0.06557208,0.0004565107],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007536515,0.00009967873,0.9901119,0.00001694867,0.00003621172,0.0004971918,0.0002605004,0.0004399437,0.001001107],"genre_scores_gemma":[0.04346143,0.0001617029,0.9539958,0.00001795855,0.00002342897,0.0009721242,0.0003275475,0.00006276141,0.0009772809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003480582,"threshold_uncertainty_score":0.009984076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895935968","doi":"10.4000/activites.3411","title":"Évaluation des processus : comprendre comment le contexte des entreprises influence le déroulement des premières étapes d’interventions ergonomiques","year":2018,"lang":"fr","type":"article","venue":"Activites","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Valérie Albert","is_ca":true},{"name":"Nicole Vézina","is_ca":false},{"name":"Henriette Bilodeau","is_ca":true},{"name":"Fabien Coutarel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05111867187300436,"gpt":0.280875063507099,"spread":0.2297563916340946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1132619,0.001265725,0.001743981,0.002228641,0.002789417,0.008910529,0.001947349,0.001773726,0.01054626],"category_scores_gemma":[0.2296603,0.0008509714,0.002629298,0.002957111,0.002826314,0.007386434,0.00427102,0.002487241,0.00131645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007631802,"about_ca_system_score_gemma":0.02666925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006136204,"about_ca_topic_score_gemma":0.006925079,"domain_scores_codex":[0.8362675,0.127164,0.008976127,0.005363792,0.01925913,0.002969336],"domain_scores_gemma":[0.6617289,0.2709125,0.01695378,0.01130134,0.03505052,0.004052803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01187214,0.005044941,0.0560071,0.03207663,0.002409419,0.0005230409,0.08355906,0.006735588,0.007858125,0.04247024,0.005594352,0.7458494],"study_design_scores_gemma":[0.007692344,0.05499079,0.2942983,0.05438146,0.01299292,0.0008501751,0.152895,0.03345942,0.06680524,0.09519401,0.2253128,0.001127606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7078355,0.01409442,0.1426256,0.01133051,0.001539222,0.03552299,0.001854735,0.0006549183,0.08454221],"genre_scores_gemma":[0.858889,0.003745033,0.1075359,0.00141073,0.0001649339,0.01926642,0.0005174844,0.0001692957,0.008301234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132619,"threshold_uncertainty_score":0.5989934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399304405","doi":"10.1097/jom.0000000000003080","title":"Occupational Health and Neuroergonomics","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Occupational safety and health; Environmental health; Order (exchange); Business; Risk analysis (engineering); Medicine","authors":[{"name":"Paul W. Brandt‐Rauf","is_ca":false},{"name":"Hasan Ayaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01924367602732317,"gpt":0.2501920614658126,"spread":0.2309483854384894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288393,0.0008209801,0.0007858524,0.002120394,0.0009354089,0.002196247,0.0005302317,0.003354933,0.01236804],"category_scores_gemma":[0.002522247,0.0002528095,0.000474353,0.001330053,0.001646012,0.001654251,0.001644021,0.003159073,0.002982079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009420593,"about_ca_system_score_gemma":0.001691273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621283,"about_ca_topic_score_gemma":0.007507606,"domain_scores_codex":[0.9987533,0.000365573,0.0001787173,0.0001505221,0.0004360735,0.0001157218],"domain_scores_gemma":[0.9983301,0.0007246942,0.0001847969,0.00005997498,0.0004144487,0.0002860499],"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":[0.000237738,0.0002574346,0.01379398,0.003004355,0.0001096473,0.001950282,0.00109526,0.000335725,0.002096845,0.01834485,0.3886184,0.5701556],"study_design_scores_gemma":[0.00001288023,0.0003518434,0.03780319,0.002314123,0.00004434271,0.004729385,0.001379342,0.0001063907,0.0003125052,0.01371494,0.9391829,0.00004817952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004641379,0.7669753,0.002183644,0.1002863,0.07734392,0.00009121137,0.0003210484,0.00009805337,0.0480591],"genre_scores_gemma":[0.0608779,0.7122835,0.002892314,0.05236319,0.08154291,0.0001810755,0.0004956182,0.00003715054,0.08932638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01236804,"threshold_uncertainty_score":0.04137516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136598555","doi":"10.2190/05q8-587t-7x61-l4u4","title":"Is Work in Education Child's Play? Understanding Risks to Educators Arising from Work Organization and Design of Work Spaces","year":2007,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Work (physics); Psychosocial; Citizen journalism; Psychology; Medical education; Pedagogy; Engineering; Medicine; Computer science","authors":[{"name":"Ana María Seifert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05698898054791671,"gpt":0.3103391172727226,"spread":0.2533501367248058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00325474,0.0004192631,0.0004545173,0.0007949277,0.003758449,0.005269615,0.0008445578,0.002276431,0.003160527],"category_scores_gemma":[0.01103582,0.0003211471,0.0004665009,0.0005980081,0.005075542,0.003939162,0.002015664,0.001929642,0.000485388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002383064,"about_ca_system_score_gemma":0.003335428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01821123,"about_ca_topic_score_gemma":0.02727634,"domain_scores_codex":[0.9973308,0.001353166,0.0001131802,0.0001392955,0.0004013347,0.0006621758],"domain_scores_gemma":[0.9951858,0.002005958,0.001181225,0.0002994418,0.0005666469,0.0007609236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001643222,0.000451629,0.5432517,0.0004153067,0.00003918474,0.005778468,0.2856892,0.0003625764,0.0009080836,0.02627006,0.009626523,0.127043],"study_design_scores_gemma":[0.00001648828,0.0003638421,0.1799911,0.001870235,0.00006592557,0.006216953,0.7449623,0.0003125145,0.0006303564,0.01051737,0.05500486,0.00004806678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014782,0.00677872,0.002096459,0.05861066,0.0002782038,0.00003409559,0.000090343,0.00004980809,0.03058355],"genre_scores_gemma":[0.9927484,0.003398699,0.0005034457,0.000886039,0.00005153307,0.00001799229,0.0000251381,0.00001032166,0.002358511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821123,"threshold_uncertainty_score":0.03621042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743482273","doi":"10.4000/pistes.4993","title":"Conception des équipements de travail et prévention des TMS Complémentarités et points d’ancrage des démarches","year":2017,"lang":"fr","type":"article","venue":"Perspectives interdisciplinaires sur le travail et la santé","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jacques Marsot","is_ca":false},{"name":"Jean-Jacques Atain-Kouadio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0315451971483599,"gpt":0.3338415633111211,"spread":0.3022963661627612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01537368,0.001144708,0.0007088347,0.002851532,0.004081608,0.01094929,0.002326346,0.003448422,0.008622617],"category_scores_gemma":[0.01959111,0.00069116,0.001167033,0.001890453,0.01289833,0.00950418,0.007290793,0.004938759,0.001546968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00815159,"about_ca_system_score_gemma":0.01955023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008944564,"about_ca_topic_score_gemma":0.01006562,"domain_scores_codex":[0.9782823,0.01327024,0.001018642,0.001830982,0.004573818,0.00102405],"domain_scores_gemma":[0.9819555,0.009253138,0.002030186,0.001751982,0.003654042,0.001355196],"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":[0.00009027145,0.0001281654,0.005443593,0.001604834,0.00006407936,0.0004507701,0.1560087,0.002705804,0.002445502,0.6735741,0.003436384,0.1540478],"study_design_scores_gemma":[0.00005094311,0.0004016574,0.01179433,0.005083784,0.0001515107,0.001209499,0.1754979,0.005964933,0.005159112,0.3983723,0.3961006,0.0002133927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09929381,0.01130507,0.6659703,0.03667167,0.001095463,0.0009114951,0.0002285973,0.000583383,0.1839403],"genre_scores_gemma":[0.7229391,0.007247217,0.2319133,0.001793934,0.0001805188,0.000951334,0.000221495,0.0002098133,0.0345433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01537368,"threshold_uncertainty_score":0.08130473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409566240","doi":"10.1016/j.ergon.2025.103746","title":"Validating the recommended cumulative rest allowance equation for use in workload management","year":2025,"lang":"en","type":"article","venue":"International Journal of Industrial Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Allowance (engineering); Workload; Rest (music); Computer science; Engineering; Reliability engineering; Operations management; Medicine; Operating system","authors":[{"name":"Justin B. Davidson","is_ca":true},{"name":"Steven L. Fischer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.095705121423681,"gpt":0.2990634220112141,"spread":0.2033583005875331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03327755,0.001036344,0.001018204,0.001694375,0.0005698484,0.002102175,0.002244572,0.001411538,0.003842558],"category_scores_gemma":[0.1081029,0.0005155504,0.001339442,0.001044545,0.0004868237,0.001557827,0.001199364,0.001396309,0.002034641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119436,"about_ca_system_score_gemma":0.002223663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006838361,"about_ca_topic_score_gemma":0.008370652,"domain_scores_codex":[0.9761468,0.01310511,0.002826054,0.001693567,0.005821127,0.0004074454],"domain_scores_gemma":[0.933681,0.03449084,0.008076782,0.004463725,0.01849419,0.0007936158],"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":[0.002041452,0.002506715,0.370608,0.001610932,0.0006281902,0.0002249879,0.001973828,0.01528308,0.008928974,0.002857877,0.01883236,0.5745035],"study_design_scores_gemma":[0.001062382,0.009532377,0.6831888,0.004278116,0.001047335,0.001150894,0.002962091,0.2089954,0.01477672,0.005726679,0.0665618,0.00071744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5496654,0.00613358,0.3946787,0.003666778,0.001365432,0.007651172,0.006216371,0.00362164,0.027001],"genre_scores_gemma":[0.6245301,0.00142079,0.3613744,0.001132263,0.0002147136,0.005754563,0.00278336,0.0004227291,0.002367099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327755,"threshold_uncertainty_score":0.1759906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}