{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"5aa950a35675","filters":{"venue":"The Ergonomics Open Journal"}},"results":[{"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":"W2064813878","doi":"10.2174/1875934300801010001","title":"Gender Responses to Automobile and Office Sitting - Influence of Hip, Hamstring, and Low-Back Flexibility on Seated Postures","year":2008,"lang":"en","type":"article","venue":"The Ergonomics Open Journal","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":16,"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":"AUTO21 Network of Centres of Excellence; Government of Canada","keywords":"Flexibility (engineering); Hamstring; Sitting; Physical medicine and rehabilitation; Physical therapy; Engineering; Medicine; Mathematics","authors":[{"name":"Tyson A.C. Beach","is_ca":true},{"name":"Katherine McDonald","is_ca":true},{"name":"Stephanie K. Coke","is_ca":true},{"name":"Jack P. Callaghan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03506872218551224,"gpt":0.3183828989333885,"spread":0.2833141767478763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618117,0.0001780654,0.0001278606,0.0001296846,0.0001334072,0.0002241783,0.00006222797,0.00013337,0.002250787],"category_scores_gemma":[0.0006024712,0.00009583391,0.0001174533,0.00005878328,0.0001774572,0.00007062297,0.0002067282,0.00009841347,0.0002187249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006533946,"about_ca_system_score_gemma":0.00006903554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009888348,"about_ca_topic_score_gemma":0.00203534,"domain_scores_codex":[0.9998797,0.00003735906,0.000006845126,0.00002209596,0.00002856328,0.00002541784],"domain_scores_gemma":[0.9997419,0.00005925765,0.00008745152,0.00001530309,0.00003494421,0.00006113641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003122293,0.0002795666,0.840068,0.0001044026,0.00009119337,0.0007329491,0.001739757,0.0001402268,0.1323707,0.00005246577,0.0001718353,0.02112654],"study_design_scores_gemma":[0.000003527157,0.0006483187,0.9975076,0.000004492601,0.000009106358,0.0001781095,0.0004734808,0.0000488537,0.001028404,0.00001146699,0.00008399085,0.000002568672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996424,0.00005640916,0.00005422287,0.000005722651,0.000002942997,0.000002888043,0.00002244865,8.130544e-7,0.0002122725],"genre_scores_gemma":[0.9996192,0.00003874065,0.00003983478,0.000009940828,0.000003035479,0.00000322239,0.00002839534,6.494213e-7,0.0002569023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002250787,"threshold_uncertainty_score":0.007529616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062337191","doi":"10.2174/1875934300801010054","title":"Role of Visual Cues from the Environment in Driving an Agricultural Vehicle","year":2008,"lang":"en","type":"article","venue":"The Ergonomics Open Journal","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Sensory cue; Agriculture; Computer science; Computer graphics (images); Computer vision; Human–computer interaction; Artificial intelligence; Geography","authors":[{"name":"Davood Karimi","is_ca":true},{"name":"Danny Mann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01024461521574919,"gpt":0.2089073581892259,"spread":0.1986627429734767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000242441,0.0003177056,0.0001577714,0.0003460715,0.0001622418,0.0006678155,0.0001841169,0.0003177229,0.0008863376],"category_scores_gemma":[0.002866889,0.000155479,0.0001619771,0.00009782793,0.0002116632,0.0003858013,0.0004673998,0.000176672,0.000167632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291136,"about_ca_system_score_gemma":0.0003045189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991047,"about_ca_topic_score_gemma":0.00214556,"domain_scores_codex":[0.9997205,0.00008540507,0.00001403419,0.00005086107,0.00006798295,0.00006123635],"domain_scores_gemma":[0.9990152,0.0004360038,0.0001629847,0.00006063876,0.0002117322,0.0001133393],"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":[0.004380144,0.0005858137,0.06593554,0.0005240224,0.0001291423,0.001172708,0.001727842,0.00274222,0.7683392,0.0003581677,0.0003977006,0.1537074],"study_design_scores_gemma":[0.0001104355,0.004110497,0.8206164,0.0002016666,0.000267259,0.001972599,0.00346,0.01014778,0.1522358,0.0008596697,0.005883003,0.000134809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954156,0.0005434014,0.002257727,0.00002999121,0.00001289175,0.00002575624,0.00004243967,0.00002796021,0.00164425],"genre_scores_gemma":[0.9976848,0.0002698788,0.001518216,0.0000289579,0.000005486057,0.000009043038,0.00005646947,0.000009580672,0.0004175332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001991047,"threshold_uncertainty_score":0.003958881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998238522","doi":"10.2174/1875934300902010080","title":"Impact of Spatial Visualization Aptitude on WWW Navigation","year":2009,"lang":"en","type":"article","venue":"The Ergonomics Open Journal","topic":"Spatial Cognition and Navigation","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":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Visualization; Aptitude; Computer science; Computer graphics (images); Artificial intelligence; Mathematics; Statistics","authors":[{"name":"James Blustein","is_ca":true},{"name":"Ishtiaq Ahmed","is_ca":true},{"name":"Haris Parvaiz","is_ca":true},{"name":"Ching‐Lung Fu","is_ca":true},{"name":"Caixia Wang","is_ca":true},{"name":"Alexander L. Chapman","is_ca":true},{"name":"Yeming Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0193031657374371,"gpt":0.312047470797693,"spread":0.2927443050602559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005213102,0.0003061117,0.000211683,0.0002913945,0.0001588796,0.0007080245,0.0001501402,0.0002636068,0.00560893],"category_scores_gemma":[0.007780896,0.00009196951,0.0002472018,0.0002180511,0.000339731,0.0003387887,0.0005009703,0.0003763179,0.0004078353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441692,"about_ca_system_score_gemma":0.0002523717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365083,"about_ca_topic_score_gemma":0.001530519,"domain_scores_codex":[0.999552,0.0001642281,0.00004884037,0.00007546006,0.00008960369,0.00006993492],"domain_scores_gemma":[0.9897636,0.006303286,0.00143212,0.0005779139,0.0003982403,0.001524864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00674295,0.004340746,0.8236768,0.0001740281,0.0003377341,0.0009640157,0.001349675,0.001883282,0.07316712,0.0003557671,0.000354954,0.0866529],"study_design_scores_gemma":[0.0000305866,0.002773224,0.9917417,0.000009094332,0.00005188161,0.0002206808,0.0001924153,0.0009669918,0.003440611,0.0002715311,0.000288092,0.00001313997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990581,0.00004905733,0.0001241305,0.00002195022,0.000002993832,0.000002999874,0.00001818379,0.0000109706,0.000711566],"genre_scores_gemma":[0.9993713,0.00002430856,0.0001548203,0.000007739096,0.000002678621,0.000003014851,0.00002520318,0.000003989076,0.0004069247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00560893,"threshold_uncertainty_score":0.01876372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127447699","doi":"10.2174/1875934300902010017","title":"Decrements Encountered when Wearing Hazardous Materials Gloves","year":2009,"lang":"en","type":"article","venue":"The Ergonomics Open Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Hazardous waste; Forensic engineering; Engineering; Waste management","authors":[{"name":"Adam Dubrowski","is_ca":true},{"name":"Vicki R. LeBlanc","is_ca":true},{"name":"Russell D. MacDonald","is_ca":true},{"name":"James Larmer","is_ca":true},{"name":"Monate Praamsma","is_ca":true},{"name":"Heather Carnahan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1295231611692859,"gpt":0.4792408808323021,"spread":0.3497177196630162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006468327,0.0004436744,0.0003929635,0.0005016823,0.0002459375,0.0004441,0.0002462472,0.0005612725,0.001755898],"category_scores_gemma":[0.006251133,0.0002536674,0.000236444,0.0002328671,0.0004890775,0.0002498411,0.0005616808,0.0004619618,0.0004138886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784167,"about_ca_system_score_gemma":0.000182617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429538,"about_ca_topic_score_gemma":0.001773551,"domain_scores_codex":[0.9992569,0.0001410693,0.00009869786,0.0001261407,0.0002454658,0.0001316533],"domain_scores_gemma":[0.9973355,0.000448381,0.001138173,0.0002481398,0.0005444684,0.0002852715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005675822,0.001012548,0.5698679,0.0007079928,0.000192346,0.003631695,0.003070749,0.0005090038,0.3651706,0.00009769975,0.0004217199,0.04964187],"study_design_scores_gemma":[0.000007343393,0.002271584,0.982007,0.00002209101,0.00003109271,0.001503596,0.000405543,0.00008856804,0.01336291,0.00002592048,0.0002647287,0.000009789085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988538,0.0001861224,0.0003196801,0.00001803656,0.000006613043,0.00001679231,0.00004502066,0.00001301898,0.0005408201],"genre_scores_gemma":[0.9989867,0.0001639794,0.0003009816,0.00002107095,0.000004095523,0.00000760739,0.00006241709,0.000002850772,0.0004503152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001755898,"threshold_uncertainty_score":0.005874038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}