{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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"},"query_hash":"e84f6660a87d","filters":{"venue":"Computing in Civil and Building Engineering (2014)"}},"results":[{"id":"W2111934630","doi":"10.1061/9780784413616.082","title":"Collaborative BIM-Based Markerless Mixed Reality Framework for Facilities Maintenance","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"University of Queensland","keywords":"Building information modeling; Computer science; Facility management; Schedule; Visualization; Asset (computer security); Asset management; Information sharing; Information management; Information system; Maintenance engineering; Augmented reality; Systems engineering; Database; Engineering; Scheduling (production processes); Human–computer interaction; World Wide Web; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.01221099553802277,"gpt":0.2230503193188389,"spread":0.2108393237808162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063135,0.0001882683,0.0002647882,0.00007057746,0.0001557564,0.0001025026,0.0001529229,0.0001023207,0.00002534465],"category_scores_gemma":[0.0004091656,0.0001595978,0.0000432127,0.0001873096,0.00005150948,0.00007495444,0.00001505237,0.0001974506,0.000003940298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001103648,"about_ca_system_score_gemma":0.00002205751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002611717,"about_ca_topic_score_gemma":0.0004970196,"domain_scores_codex":[0.9988328,0.00008306959,0.0002334357,0.0003285198,0.00012246,0.0003997775],"domain_scores_gemma":[0.9984146,0.001228434,0.00006350371,0.000149838,0.00005356848,0.00009008301],"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":[0.00009714266,0.00002466917,0.2843744,0.0008382747,0.00002915552,0.000006615311,0.0006273358,0.6657799,0.0001514764,0.006696323,0.002246596,0.03912801],"study_design_scores_gemma":[0.0003559173,0.00006843837,0.2620846,0.0004083759,0.000004939423,0.000002995949,0.0001357371,0.7259859,0.00009598537,0.001803966,0.008723928,0.0003291811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6398534,0.0005250876,0.3583167,0.0001511325,0.0005482074,0.0001593223,0.00008396994,0.0001480979,0.0002140352],"genre_scores_gemma":[0.9611377,0.00001862962,0.03859139,0.00005828665,0.0001256905,0.000002725169,0.00002843363,0.000006982049,0.00003015031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3212843,"threshold_uncertainty_score":0.650821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119086949","doi":"10.1061/9780784413616.138","title":"Detecting the Hazards of Lifting and Carrying in Construction through a Coupled 3D Sensing and IMUs Sensing System","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Canadian Natural Resources","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02115359374377288,"gpt":0.3363617785619342,"spread":0.3152081848181613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003231382,0.0001674692,0.0003766273,0.0002078925,0.0005831197,0.00002856803,0.00005737155,0.000143542,6.937379e-7],"category_scores_gemma":[0.0009870731,0.0001447628,0.0000196859,0.0002611658,0.0000746463,0.00008399895,0.000183711,0.0007567267,4.343618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305036,"about_ca_system_score_gemma":0.00008579252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601577,"about_ca_topic_score_gemma":0.0002613403,"domain_scores_codex":[0.998041,0.0002893066,0.0006321035,0.0003120773,0.0001951152,0.000530367],"domain_scores_gemma":[0.9960452,0.00342891,0.0001958594,0.0001478965,0.0001008227,0.00008134651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001789256,0.00001983181,0.5809914,0.01653856,0.00005679413,0.00003176446,0.01833872,0.1159602,0.01855936,0.005048892,0.00002081514,0.2442547],"study_design_scores_gemma":[0.0006344873,0.00002781723,0.051059,0.003247107,0.00000713854,0.00006955249,0.001227946,0.9434008,0.00005841122,0.00006298475,0.00007043598,0.0001343449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251693,0.000711676,0.07303417,0.0001068902,0.0003836542,0.0003376305,0.000001201092,0.00007318334,0.0001822714],"genre_scores_gemma":[0.9813996,0.00005568466,0.01823348,0.00004171989,0.0002405995,0.000002211113,9.862359e-7,0.00002455997,0.000001186146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8274406,"threshold_uncertainty_score":0.5903255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160082556","doi":"10.1061/9780784413616.136","title":"A Stereo Vision-Based Approach to Marker-Less Motion Capture for On-Site Kinematic Modeling of Construction Worker Tasks","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Canadian Natural Resources","funders":"National Science Foundation","keywords":"Motion capture; Kinematics; Computer vision; Artificial intelligence; Computer science; Workspace; RGB color model; Motion (physics); Retargeting; Process (computing); Structure from motion; Robot","retraction":null,"screen_n_in":null,"score":{"opus":0.01331316262358794,"gpt":0.2075846295821589,"spread":0.1942714669585709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007263958,0.0001560928,0.0002383174,0.0001417122,0.00007958879,0.00005455682,0.00009778728,0.00007813603,0.000005927192],"category_scores_gemma":[0.00009762903,0.0001299055,0.00004489664,0.000155815,0.00001600858,0.00005660989,0.00001129609,0.0001377143,0.000002178198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000766841,"about_ca_system_score_gemma":0.000007400302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001423159,"about_ca_topic_score_gemma":0.00005309902,"domain_scores_codex":[0.9990451,0.00004563265,0.000254855,0.0002783247,0.0001368523,0.000239242],"domain_scores_gemma":[0.999414,0.0002827346,0.00006055781,0.0001281838,0.00003855003,0.00007601561],"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":[0.00002032948,0.0000110161,0.0250066,0.0002475395,0.000004631188,2.232219e-7,0.000130053,0.9610842,0.0001230623,0.0000499264,0.00004145545,0.01328092],"study_design_scores_gemma":[0.0002934682,0.00004402873,0.03178824,0.0004983502,0.000006264922,0.0000040288,0.00004730818,0.9670628,0.00001842096,0.00003786163,0.00004180516,0.0001574695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5462549,0.00007031248,0.453152,0.00001938427,0.0001655326,0.0001205423,0.000008591371,0.000037301,0.0001713977],"genre_scores_gemma":[0.9482346,0.000001736532,0.05160283,0.00003862772,0.00007537313,0.00000188381,0.00003180186,0.000007197798,0.000006013707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4019796,"threshold_uncertainty_score":0.5297392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101483070","doi":"10.1061/9780784413616.003","title":"Interoperability between Building Design and Building Energy Analysis","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"BIM and Construction Integration","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":"Concordia University","funders":"Concordia University","keywords":"Interoperability; Computer science; Parametric design; Software engineering; Building information modeling; Efficient energy use; Software; Engineering design process; Systems engineering; Engineering; Parametric statistics; World Wide Web; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.007568368117697864,"gpt":0.2034124421689871,"spread":0.1958440740512892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000779039,0.0003138687,0.0004731535,0.0006044091,0.0001151033,0.0001659168,0.0001649427,0.0001594631,0.000008494127],"category_scores_gemma":[0.00008822482,0.0003230209,0.00007963774,0.0005167191,0.00005055139,0.000176982,0.0001012238,0.0003314657,8.824227e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009945673,"about_ca_system_score_gemma":0.000008096599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007400583,"about_ca_topic_score_gemma":0.00001572446,"domain_scores_codex":[0.9984763,0.00006862998,0.0004565593,0.0004486284,0.0001443645,0.0004055052],"domain_scores_gemma":[0.9991784,0.000354053,0.00005582054,0.0002377534,0.00004175666,0.0001321834],"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":[0.00000373208,0.00000742554,0.02417512,0.000130908,0.0001829883,0.000001631358,0.0001935868,0.9038215,0.01436822,0.005115605,0.00007673421,0.05192258],"study_design_scores_gemma":[0.0002423217,0.00002790775,0.01898502,0.0001636729,0.00009783859,0.0000119992,0.00001192852,0.9743601,0.00380082,0.000500449,0.001421118,0.0003768425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4355915,0.0004987452,0.5633377,0.00001471152,0.0002036021,0.00004143792,0.000001008132,0.000270563,0.00004075906],"genre_scores_gemma":[0.9467469,0.00007120774,0.05287246,0.00001616407,0.0002383195,0.000007063064,0.000003142241,0.00004059986,0.000004165418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5111554,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170207433","doi":"10.1061/9780784413616.125","title":"Dynamic Biomechanical Analysis for Construction Tasks Using Motion Data from Vision-Based Motion Capture Approaches","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":7,"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":"National Institute for Occupational Safety and Health; Center for Construction Research and Training; National Science Foundation","keywords":"Motion (physics); Motion capture; Work (physics); Computer science; Motion analysis; Biomechanics; Artificial intelligence; Computer vision; Simulation; Human–computer interaction; Machine learning; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09451738158432411,"gpt":0.3991896356069025,"spread":0.3046722540225784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196316,0.0001710684,0.000345927,0.0004948823,0.0004211751,0.00002895336,0.000215183,0.0002543387,0.00001841072],"category_scores_gemma":[0.0005587824,0.0001661154,0.00004895988,0.0004638884,0.00003175404,0.0001229028,0.0001638441,0.0004672153,0.000003734968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903961,"about_ca_system_score_gemma":0.00009301257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004884254,"about_ca_topic_score_gemma":0.0001635721,"domain_scores_codex":[0.998042,0.0002022165,0.0005040743,0.000560956,0.0002274176,0.0004632989],"domain_scores_gemma":[0.9974179,0.001786802,0.0001585392,0.0004077293,0.0000903356,0.0001387215],"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":[0.0001008637,0.00007733204,0.08479294,0.001069614,0.00009149545,9.093938e-7,0.0001496077,0.8728072,0.005128114,0.001018549,0.0001070568,0.03465629],"study_design_scores_gemma":[0.0005907536,0.00002465416,0.06256445,0.0002245963,0.00005541814,6.04828e-7,0.00003553109,0.9359155,0.00002474578,0.0002505417,0.0001660735,0.0001471569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2874907,0.0001159598,0.7113209,0.0001709082,0.0003891544,0.0003481221,0.0000798981,0.00007516063,0.000009154501],"genre_scores_gemma":[0.8951616,0.000007109685,0.1038707,0.00004132205,0.0002156424,0.00001467865,0.0006638605,0.00002267765,0.000002419664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.607671,"threshold_uncertainty_score":0.6773991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145460126","doi":"10.1061/9780784413616.127","title":"Case Studies for the Planning and Monitoring of Unit- and Fixed-Price Contracts Using Project Scheduling Software","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":3,"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; Université du Québec à Montréal","funders":"","keywords":"Cash flow; Software; Computer science; Activity-based costing; Schedule; Scheduling (production processes); Software project management; Operations research; Engineering management; Software development; Operations management; Business; Finance; Engineering; Software construction; Accounting","retraction":null,"screen_n_in":null,"score":{"opus":0.0464893035019804,"gpt":0.3091626853596981,"spread":0.2626733818577177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005424097,0.0001736678,0.000281189,0.0001334471,0.0001463342,0.0000697041,0.00005776733,0.00006117023,1.647626e-7],"category_scores_gemma":[0.0006242898,0.0001464803,0.00002152205,0.0001195709,0.00004323517,0.00009222209,0.00008303361,0.0001710307,3.525196e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001939438,"about_ca_system_score_gemma":0.000006118593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006730363,"about_ca_topic_score_gemma":8.02388e-7,"domain_scores_codex":[0.9992101,0.00001370908,0.0002751541,0.0001727499,0.00006960001,0.0002586435],"domain_scores_gemma":[0.9981995,0.001552654,0.00005582708,0.00009685189,0.00004894455,0.00004626702],"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":[0.00000283024,0.000005534629,0.00293175,0.001263964,0.00005057368,0.000009948894,0.001070421,0.9877997,0.001242793,0.0003536289,0.000003305937,0.005265553],"study_design_scores_gemma":[0.0003433517,0.00002140177,0.0003442114,0.0008150645,0.00003406895,0.0002002389,0.0004106598,0.9970392,0.0004652978,0.00006467172,0.00008898291,0.0001728744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5109594,0.003811822,0.4848256,0.000004532091,0.0001425273,0.000144281,6.838114e-7,0.0001073924,0.000003752316],"genre_scores_gemma":[0.7861477,0.0001062149,0.2136212,0.000003667206,0.00008711449,0.00000584213,2.704833e-7,0.00002712504,8.834551e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751883,"threshold_uncertainty_score":0.5973294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096249987","doi":"10.1061/9780784413616.032","title":"Issues in Decision Support Tools for Sustainable Infrastructure Management","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Water Systems and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Interoperability; Critical infrastructure; Public infrastructure; Sustainability; Variety (cybernetics); Decision support system; Computer science; Government (linguistics); Context (archaeology); Risk analysis (engineering); Work (physics); Population; Process management; Business; Engineering; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.003876234424901279,"gpt":0.2041094615691754,"spread":0.2002332271442742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000473082,0.0001704289,0.000227095,0.0002913821,0.00003806997,0.0001517478,0.000119412,0.00008556659,0.000004106947],"category_scores_gemma":[0.00006148828,0.0001729267,0.00002620214,0.0001547643,0.000005931615,0.0002015229,0.00007588375,0.0001160122,0.000001319978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449634,"about_ca_system_score_gemma":0.00000341948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146881,"about_ca_topic_score_gemma":0.00001615643,"domain_scores_codex":[0.9990232,0.00000801204,0.0002881311,0.0002182188,0.00008830157,0.0003741241],"domain_scores_gemma":[0.9996341,0.0001276584,0.00002367322,0.0001451342,0.00002577333,0.00004365838],"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":[0.000003029404,0.000004252452,0.001179256,0.0006068459,0.000006970909,0.000006696161,0.0001596463,0.9848499,0.0000714771,0.002225563,0.003771657,0.007114751],"study_design_scores_gemma":[0.0005356197,0.0000260498,0.01125439,0.0003203026,0.000004558006,0.000005869379,0.00004973062,0.9552451,0.0001830341,0.0004740353,0.03167237,0.0002289004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2270361,0.0003085093,0.7711582,0.00001648016,0.0003775718,0.0002881864,8.808523e-7,0.0002181267,0.000595923],"genre_scores_gemma":[0.9542645,0.00006184816,0.04536319,0.00001049837,0.0001411918,0.00001535611,0.000006850981,0.00003726223,0.00009936171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7272283,"threshold_uncertainty_score":0.7051747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128383083","doi":"10.1061/9780784413616.216","title":"Estimating Potential Cost Savings from Implementing an Innovative TBM Guidance Automation System","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Automation; Context (archaeology); Reliability (semiconductor); Cost estimate; Identification (biology); Crew; Computer science; Reliability engineering; Productivity; Risk analysis (engineering); Field (mathematics); Engineering; Systems engineering; Business; Aeronautics","retraction":null,"screen_n_in":null,"score":{"opus":0.005304499520937679,"gpt":0.2132126898677817,"spread":0.2079081903468441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009456069,0.0003101915,0.0003481203,0.0002463062,0.0002076462,0.0001597689,0.0002178569,0.0001299725,0.000003536923],"category_scores_gemma":[0.0001318763,0.000343005,0.00003484042,0.0003017986,0.00001000303,0.0002208685,0.0001434203,0.0003568132,0.000004824213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502582,"about_ca_system_score_gemma":0.00001225774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000098261,"about_ca_topic_score_gemma":0.00001412315,"domain_scores_codex":[0.998232,0.00004064252,0.0005654909,0.000406456,0.0001954415,0.0005599899],"domain_scores_gemma":[0.9992894,0.0001640953,0.0001180685,0.00024878,0.00008139864,0.00009828035],"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":[0.000001527756,0.000007547304,0.0005477312,0.0002890995,0.00001943763,0.000004673778,0.0005608061,0.9610531,0.0254643,0.0005467825,0.00007760664,0.01142733],"study_design_scores_gemma":[0.000390656,0.00002052547,0.002752113,0.001031871,0.00001300171,0.00001858912,0.00007033176,0.993012,0.001943294,0.00006004659,0.0003030923,0.0003845111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4841338,0.0001138939,0.5140535,0.000006085683,0.0007278122,0.00008272163,0.000004475526,0.0008389013,0.0000388336],"genre_scores_gemma":[0.892822,0.000003903629,0.1064545,0.00001293585,0.0006030342,0.000008653381,0.00002291684,0.00007018315,0.000001815375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4086882,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116143626","doi":"10.1061/9780784413616.256","title":"Automated Deviation Analysis for As-Built Status Assessment of Steel Assemblies and Pipe Spools","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":1,"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":"Rework; Process (computing); Fabrication; Task (project management); Engineering; Computer science; Automation; Reliability engineering; Systems engineering; Mechanical engineering; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.01318801403689101,"gpt":0.2586488994453142,"spread":0.2454608854084231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008110413,0.0001333732,0.0002874586,0.0001937857,0.00008296014,0.00007998504,0.0000761491,0.00005908491,0.0000140511],"category_scores_gemma":[0.000134373,0.0001149071,0.00004291304,0.0002756377,0.00001930928,0.00009965357,0.00001838128,0.00009090821,7.03333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007593797,"about_ca_system_score_gemma":0.00001539005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000496064,"about_ca_topic_score_gemma":0.0004569282,"domain_scores_codex":[0.9990748,0.00004557654,0.0002512829,0.0002362261,0.0001274555,0.0002646281],"domain_scores_gemma":[0.9991978,0.0004970859,0.00009040275,0.00009792225,0.00004227136,0.00007453311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000364787,0.000005731958,0.7050596,0.0001181656,0.00004419332,4.930812e-7,0.00009650645,0.2879486,0.0008844103,0.00009713125,0.00003257231,0.005708922],"study_design_scores_gemma":[0.0001205387,0.00004077223,0.5031851,0.00004109461,0.000021662,0.000001179208,0.00001691299,0.496265,0.00005349044,0.00002228568,0.0001519288,0.00008003842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537503,0.0004340552,0.04530764,0.00001836558,0.0001153627,0.00009296119,0.00001498559,0.0001300918,0.0001362019],"genre_scores_gemma":[0.986929,0.0000547014,0.01289853,0.00001434138,0.00003917897,9.44311e-7,0.00004800315,0.000004737914,0.00001054223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083164,"threshold_uncertainty_score":0.4685776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165765750","doi":"10.1061/9780784413616.218","title":"Development and Applications of a Total Station with a Built-in Crack Scale","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Scale (ratio); Computer science; Engineering; Geography; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.004385851170369851,"gpt":0.190899790325097,"spread":0.1865139391547272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002063832,0.0001148686,0.0001583579,0.0001583638,0.00002151076,0.00001633153,0.00004577433,0.00004737245,9.221316e-7],"category_scores_gemma":[0.00001186664,0.0001122912,0.000007951694,0.0001399387,0.00001228421,0.00004840572,0.0000289029,0.0001267621,5.265101e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689048,"about_ca_system_score_gemma":0.000007706057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405451,"about_ca_topic_score_gemma":0.00006154455,"domain_scores_codex":[0.9994202,0.000005449361,0.0001926905,0.0001444281,0.0000730668,0.0001641635],"domain_scores_gemma":[0.9997545,0.00007678621,0.00002553787,0.00009118437,0.00001436968,0.00003765214],"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":[0.000004528426,0.00002340779,0.004727975,0.0006236684,0.0000146542,0.000001594416,0.001473155,0.9357365,0.01021937,0.001043661,0.00003072956,0.04610075],"study_design_scores_gemma":[0.0004135931,0.00002639625,0.02207294,0.0003747799,0.000005632608,0.00001232153,0.00005337069,0.9699644,0.005399862,0.00008167912,0.001367329,0.0002276802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798162,0.0001903134,0.4197926,0.00000492312,0.0000297322,0.00006805734,5.255868e-7,0.00005405557,0.00004364444],"genre_scores_gemma":[0.9480387,0.00001687202,0.05187396,0.00000453778,0.00003226734,0.00001021469,0.000002684573,0.00001873732,0.00000205657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682225,"threshold_uncertainty_score":0.4579102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}