{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"17e44f0c6c5a","filters":{"venue":"Advances in civil and industrial engineering book series"}},"results":[{"id":"W2787825956","doi":"10.4018/978-1-5225-3637-6.ch005","title":"Activity as a Mediator Between Users and Their Auditory Environment in an Urban Pocket Park","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Noise Effects and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Soundscape; Situated; Context (archaeology); Urban park; Psychology; Space (punctuation); Geography; Computer science; Sound (geography); Environmental planning","authors":[{"name":"Edda Bild","is_ca":false},{"name":"Daniel Steele","is_ca":true},{"name":"Karin Pfeffer","is_ca":false},{"name":"Luca Bertolini","is_ca":false},{"name":"Catherine Guastavino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0290057086414862,"gpt":0.2876812912022583,"spread":0.2586755825607721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005195128,0.0001689231,0.0002000905,0.0004520962,0.0009218007,0.00336069,0.0003510224,0.0004060227,0.004410419],"category_scores_gemma":[0.0009715613,0.0001471777,0.0001847403,0.0005396725,0.001252538,0.001236269,0.001585474,0.0004862582,0.0003732192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196719,"about_ca_system_score_gemma":0.0008909756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007587769,"about_ca_topic_score_gemma":0.01717705,"domain_scores_codex":[0.9995572,0.0002505403,0.00001275758,0.00004697436,0.00008643889,0.00004618382],"domain_scores_gemma":[0.9992222,0.0005528821,0.00007540559,0.00001946202,0.0000416794,0.00008844768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000427237,0.0005838497,0.2013983,0.001388349,0.0001027032,0.003753569,0.4569133,0.00112664,0.00997797,0.03824778,0.00687095,0.2792094],"study_design_scores_gemma":[0.00002342687,0.0005894945,0.4670797,0.0009434426,0.0001634794,0.002230917,0.4204718,0.002094013,0.00194227,0.009018018,0.0953479,0.00009554857],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370955,0.003980732,0.002842331,0.001178608,0.00003546553,0.00003428757,0.0001069319,0.00007203593,0.05465414],"genre_scores_gemma":[0.9903076,0.001893939,0.0016498,0.00007261846,0.00001075023,0.00001850666,0.0000376588,0.00001000166,0.005999167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007587769,"threshold_uncertainty_score":0.01508719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041357786","doi":"10.4018/978-1-7998-4054-1.ch004","title":"Insights on Laser Additive Manufacturing of Invar 36","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Additive Manufacturing Materials and Processes","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":"McMaster University","funders":"","keywords":"Invar; Materials science; Metallurgy; Thermal expansion; Nickel; Process (computing); Austenite; Composite material; Computer science; Microstructure","authors":[{"name":"Mostafa Yakout","is_ca":true},{"name":"M.A. Elbestawi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136025539574526,"gpt":0.1894566407979056,"spread":0.175854086840453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001270543,0.0005188959,0.0003144176,0.001530245,0.0004882686,0.001643935,0.0005156421,0.0007314263,0.017706],"category_scores_gemma":[0.0001402966,0.0003786628,0.0004159129,0.00138343,0.0003498806,0.001520869,0.0005563065,0.001299507,0.01177515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007998999,"about_ca_system_score_gemma":0.0005399565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856155,"about_ca_topic_score_gemma":0.002263428,"domain_scores_codex":[0.9997744,0.00001013208,0.000005441588,0.00002805668,0.0001678074,0.00001418139],"domain_scores_gemma":[0.9999291,0.00002276116,0.000005247848,0.000005836036,0.00003066795,0.000006394685],"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":[0.00006332889,0.0002118115,0.0001873925,0.002560657,0.00001923226,0.0007817119,0.001241025,0.002371379,0.1105471,0.1667582,0.106435,0.6088232],"study_design_scores_gemma":[0.000001888397,0.00004075728,0.0002392961,0.0001777043,0.000004494523,0.0006010954,0.0001027664,0.0004681168,0.008950178,0.006725856,0.9826765,0.00001127099],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01216299,0.1763509,0.02790755,0.002004235,0.002115262,0.000102805,0.0003650003,0.0007621587,0.7782291],"genre_scores_gemma":[0.03078724,0.1538318,0.02880042,0.001455117,0.0006337509,0.00008450588,0.0005999292,0.0003345573,0.7834727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.017706,"threshold_uncertainty_score":0.05923247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379392255","doi":"10.4018/978-1-6684-5643-9.ch006","title":"Predicting the Fundamental Period of Light-Frame Wooden Buildings by Employing Bat Algorithm-Based Artificial Neural Network","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Concordia University","funders":"","keywords":"Particle swarm optimization; Artificial neural network; Frame (networking); Algorithm; Mean squared error; Set (abstract data type); Computer science; Engineering; Mathematics; Statistics; Artificial intelligence; Telecommunications","authors":[{"name":"Mehdi Nikoo","is_ca":true},{"name":"Ghazanfarah Hafeez","is_ca":true},{"name":"Ghasan Doudak","is_ca":true},{"name":"Vagelis Plevris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132739625412497,"gpt":0.1995728377304891,"spread":0.1862988751892394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510941,0.0004644565,0.0003482982,0.0005452,0.000155934,0.0005261417,0.0003142968,0.0003222967,0.0005863059],"category_scores_gemma":[0.0006058294,0.000141752,0.0003408585,0.0007436239,0.0001042261,0.0004898665,0.0001864966,0.0002892259,0.0002909936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094223,"about_ca_system_score_gemma":0.0003305077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00719885,"about_ca_topic_score_gemma":0.01078479,"domain_scores_codex":[0.9999118,0.0000168263,0.000005574735,0.00002871962,0.00002787033,0.000009122067],"domain_scores_gemma":[0.9997863,0.0001028939,0.00002961569,0.00001274871,0.00006125632,0.000007188725],"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":[0.0001162857,0.0000910343,0.01885187,0.0001492365,0.00006695467,0.0001130212,0.00009940508,0.7713128,0.01169581,0.0006382432,0.001095163,0.1957701],"study_design_scores_gemma":[8.172926e-7,0.00001498826,0.004234454,0.000005302118,0.000005377198,0.0000141116,0.00001546683,0.9943281,0.001014217,0.0001464284,0.0002160221,0.000004728307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792992,0.0009873178,0.3127003,0.0001032222,0.00008423625,0.00005520135,0.0006027315,0.0006562601,0.005511521],"genre_scores_gemma":[0.9217914,0.000416948,0.0740949,0.00001998554,0.00001811089,0.00004426119,0.001023961,0.00003912736,0.002551215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00719885,"threshold_uncertainty_score":0.01431388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2491486735","doi":"10.4018/978-1-4666-4034-4.ch001","title":"Nonblocking Supervisory Control of Flexible Manufacturing Systems Based on State Tree Structures","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Supervisory control; Petri net; Event (particle physics); Tree (set theory); Variety (cybernetics); Computer science; Representation (politics); State (computer science); Benchmark (surveying); Control (management); Distributed computing; Control logic; Supervisory control theory; Control engineering; Engineering; Mathematics; Programming language; Artificial intelligence","authors":[{"name":"Wujie Chao","is_ca":false},{"name":"Yongmei Gan","is_ca":false},{"name":"W.M. Wonham","is_ca":true},{"name":"Zhaoan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02235174409023688,"gpt":0.2040796536694317,"spread":0.1817279095791948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128376,0.0003420173,0.0002248782,0.0001773955,0.0001784856,0.0006077561,0.0004166585,0.0001843323,0.002402013],"category_scores_gemma":[0.0002363687,0.0001424279,0.0002489893,0.0002758795,0.0003622031,0.0006026378,0.0002872178,0.0005030351,0.0002522485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404125,"about_ca_system_score_gemma":0.0004430856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007344658,"about_ca_topic_score_gemma":0.00104682,"domain_scores_codex":[0.999899,0.00001375189,0.00000511497,0.00002233123,0.00004943065,0.00001032393],"domain_scores_gemma":[0.9999121,0.00004481813,0.00001204418,0.000008951274,0.00001746824,0.000004522497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00011953,0.00007158883,0.0002480566,0.0003651301,0.00002629711,0.0002156314,0.0003719201,0.2822511,0.09586201,0.3131449,0.004260983,0.3030629],"study_design_scores_gemma":[0.00002216647,0.0001546962,0.0005330468,0.00007226871,0.00001993895,0.0001125042,0.00004649335,0.8429915,0.02539672,0.09534498,0.03528645,0.00001927315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03010178,0.00206314,0.9232656,0.0002249844,0.0001705123,0.00004890658,0.00007457846,0.0008312654,0.04321906],"genre_scores_gemma":[0.806333,0.004733627,0.1548185,0.0001340819,0.0001274951,0.0001540366,0.000269533,0.0001342541,0.03329553],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002402013,"threshold_uncertainty_score":0.008035541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233448488","doi":"10.4018/978-1-4666-8150-7.ch008","title":"Multi-Scale 3D Geovisualization of Urban Heat Island Data for Planning Dialogue in Toronto","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Urban heat island; Visualization; Urban planning; Geovisualization; Environmental planning; Geography; Scale (ratio); Extreme heat; Climate change; Environmental resource management; Computer science; Meteorology; Civil engineering; Environmental science; Cartography; Engineering; Oceanography; Geology; Information visualization; Data mining","authors":[{"name":"John Danahy","is_ca":true},{"name":"Jacob Mitchell","is_ca":false},{"name":"Robert Wright","is_ca":true},{"name":"Rodney Hoinkes","is_ca":true},{"name":"Rob Feick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03994689393049444,"gpt":0.2669559613075215,"spread":0.227009067377027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916901,0.0004281579,0.0001236023,0.0008043461,0.00124458,0.002190415,0.0005203122,0.0004033164,0.01069423],"category_scores_gemma":[0.0007348252,0.0001872423,0.0002601294,0.001938071,0.0007873118,0.0007647656,0.001349523,0.0003805807,0.0006567211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006750209,"about_ca_system_score_gemma":0.003829752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5019122,"about_ca_topic_score_gemma":0.7958111,"domain_scores_codex":[0.9998443,0.00004714577,0.000004089895,0.00001643769,0.00005594295,0.00003210533],"domain_scores_gemma":[0.9997025,0.0001492447,0.0000119239,0.00003070358,0.00005195184,0.00005366495],"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":[0.0004132522,0.000129115,0.01635036,0.001555122,0.00008703707,0.006060195,0.1195161,0.07152768,0.02898845,0.06999993,0.2252875,0.4600853],"study_design_scores_gemma":[0.00003582437,0.00009894153,0.04762172,0.0006334061,0.00006468442,0.001059493,0.05390212,0.04878382,0.0106708,0.00631492,0.8306516,0.0001626178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4709583,0.004082888,0.04778762,0.005483986,0.0003064108,0.0003049352,0.01090725,0.003266492,0.4569022],"genre_scores_gemma":[0.8977374,0.003139335,0.03938228,0.000185329,0.00004047622,0.0001063522,0.003049219,0.0005355662,0.05582413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4980878,"threshold_uncertainty_score":0.9979815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254207297","doi":"10.4018/978-1-5225-8325-7","title":"Recycled Waste Materials in Concrete Construction","year":2018,"lang":"en","type":"book","venue":"Advances in civil and industrial engineering book series","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Waste management; Construction waste; Construction engineering; Materials science; Engineering","authors":[{"name":"Jahangir Mirza","is_ca":true},{"name":"Mohd Warid Hussin","is_ca":false},{"name":"Mohamed A. Ismail","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008214293434757446,"gpt":0.1912398818716094,"spread":0.1830255884368519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002311994,0.0009688945,0.000640414,0.0008904872,0.0003475421,0.001467195,0.000762194,0.0008420227,0.01454027],"category_scores_gemma":[0.0003526697,0.0003674354,0.0003026882,0.00177036,0.0004765547,0.001903998,0.0008053246,0.001202195,0.009516286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000755775,"about_ca_system_score_gemma":0.0007757025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209303,"about_ca_topic_score_gemma":0.003885946,"domain_scores_codex":[0.9996302,0.00003582324,0.00001166848,0.00003133245,0.0002775296,0.00001334766],"domain_scores_gemma":[0.9999136,0.00002717273,0.00000787277,0.000009488352,0.00003526884,0.000006580335],"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":[0.00005330885,0.0001462535,0.0001757015,0.001117842,0.00002712432,0.0001364561,0.0002821418,0.00913864,0.01177855,0.06639574,0.134542,0.7762061],"study_design_scores_gemma":[0.000005336565,0.0000542611,0.0006886453,0.000520114,0.00001810209,0.0001846925,0.0001187391,0.00215331,0.005929574,0.01897173,0.9713374,0.00001816878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009108784,0.3851812,0.02858816,0.001606175,0.003586373,0.00005533963,0.0002163371,0.0003818925,0.5712758],"genre_scores_gemma":[0.02519878,0.1203382,0.008116471,0.0003001776,0.0009586505,0.00003608385,0.000248461,0.0001839158,0.8446193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01454027,"threshold_uncertainty_score":0.0486421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2410241666","doi":"10.4018/978-1-5225-0231-9.ch013","title":"Application of DEM to Historic Masonries, Two Case-Studies in Portugal and Italy","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health; Health Canada","funders":"","keywords":"Aqueduct; Arch; Engineering; Masonry; Civil engineering; Geotechnical engineering; Geology; Structural engineering; Geography; Archaeology","authors":[{"name":"Alberto Drei","is_ca":false},{"name":"Gabriele Milani","is_ca":false},{"name":"Gabriela Sincraian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01629275430081897,"gpt":0.2275437059043522,"spread":0.2112509516035332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208391,0.000513072,0.0003408605,0.0012786,0.0005975993,0.000673538,0.000576985,0.001000572,0.00332095],"category_scores_gemma":[0.001000834,0.0003132635,0.0004747665,0.001733168,0.0005493994,0.0003000406,0.0004661593,0.0002897909,0.0003343461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009233662,"about_ca_system_score_gemma":0.0003259985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233012,"about_ca_topic_score_gemma":0.03625399,"domain_scores_codex":[0.9998053,0.00006830183,0.00001013633,0.0000278715,0.00005472746,0.00003372648],"domain_scores_gemma":[0.9996916,0.0001749978,0.00002379957,0.00004731882,0.00004274043,0.00001948693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002268271,0.0003836403,0.02490326,0.000777459,0.00006080315,0.007257571,0.002008551,0.8263443,0.005619887,0.0163007,0.007638739,0.1084783],"study_design_scores_gemma":[0.00008007911,0.0001844723,0.1028806,0.0004323664,0.00006580754,0.00310418,0.004677156,0.7983558,0.008497547,0.01017609,0.07145705,0.00008892848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227421,0.001138079,0.05862769,0.000577647,0.00009359126,0.0001719359,0.002434215,0.0005558602,0.1136589],"genre_scores_gemma":[0.9519091,0.0007124401,0.030729,0.00002657003,0.00002537157,0.00005875972,0.0009590524,0.0001210314,0.01545866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233012,"threshold_uncertainty_score":0.0245167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904996386","doi":"10.4018/978-1-5225-7059-2.ch001","title":"Using Diffusion Model for Prediction and Optimization of Drying Process of Building Material","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Hygrothermal properties of building materials","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":"University of New Brunswick","funders":"","keywords":"Diffusion; Humidity; Variable (mathematics); Constant (computer programming); Materials science; Process (computing); Flux (metallurgy); Convection; Thermodynamics; Mechanics; Biological system; Environmental science; Mathematics; Computer science; Physics; Mathematical analysis; Metallurgy","authors":[{"name":"Lyes Bennamoun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02589927157754952,"gpt":0.2311206375945427,"spread":0.2052213660169932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869939,0.0006543414,0.0006393535,0.0002857829,0.0002486678,0.0007852842,0.0006163956,0.0009569005,0.002442416],"category_scores_gemma":[0.0004319931,0.0004084311,0.0008521918,0.0003995996,0.0001492752,0.0006418068,0.0002455478,0.0006284437,0.0007895007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004955475,"about_ca_system_score_gemma":0.0005170277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871003,"about_ca_topic_score_gemma":0.003386648,"domain_scores_codex":[0.9999343,0.00001081046,0.00000433578,0.00001880692,0.00002404579,0.0000076776],"domain_scores_gemma":[0.9999021,0.00005662111,0.0000106509,0.00000534875,0.00002166878,0.000003586593],"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":[0.00003043376,0.00003560141,0.0004612803,0.0002417645,0.00001842318,0.00006878325,0.00002766254,0.956985,0.01469299,0.00315208,0.0008709994,0.02341498],"study_design_scores_gemma":[0.000002605919,0.00001029031,0.000105373,0.000006458846,0.000004592363,0.00001359456,0.000003968538,0.9965956,0.001727699,0.0004532299,0.001071787,0.000004883886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08200005,0.007676925,0.8865825,0.0004086065,0.0002465593,0.0001280049,0.0006666943,0.001192773,0.02109784],"genre_scores_gemma":[0.7863431,0.00952036,0.1728708,0.0001138254,0.0000880937,0.0003637397,0.001197262,0.0003950229,0.02910773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004871003,"threshold_uncertainty_score":0.009685338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321384565","doi":"10.4018/978-1-6684-3833-6.ch002","title":"An E-Government Portal Maturity Model","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"E-Government and Public Services","field":"Social 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":"École de Technologie Supérieure","funders":"","keywords":"Capability Maturity Model; Maturity (psychological); Government (linguistics); Context (archaeology); Computer science; Best practice; Key (lock); Knowledge management; World Wide Web; Business; Process management; Data science; Computer security; Geography; Political science","authors":[{"name":"Laila Cheikhi","is_ca":false},{"name":"Abdoullah Fath-Allah","is_ca":false},{"name":"Rafa E. Al-Qutaish","is_ca":false},{"name":"Ali Idri","is_ca":false},{"name":"Alain Abran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01864847791619057,"gpt":0.2424783969354174,"spread":0.2238299190192268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003311665,0.0006059804,0.0002924839,0.003655365,0.001575941,0.008544504,0.00206494,0.003208032,0.01023584],"category_scores_gemma":[0.005270701,0.0005770391,0.0008590516,0.004967135,0.001557214,0.01706164,0.004054402,0.004075687,0.006304394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343038,"about_ca_system_score_gemma":0.006688342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007382985,"about_ca_topic_score_gemma":0.005986587,"domain_scores_codex":[0.9978078,0.0007698425,0.0002102009,0.0002414148,0.0007108437,0.0002599609],"domain_scores_gemma":[0.9974536,0.0007279908,0.0001818611,0.0002180854,0.001026995,0.0003915158],"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":[0.00001655634,0.0001099481,0.0009291639,0.0001922367,0.000007697987,0.0002009393,0.001397167,0.002722651,0.0005204374,0.931204,0.01229004,0.0504092],"study_design_scores_gemma":[0.00002470715,0.00007102035,0.001431782,0.0009202202,0.00002754442,0.0008723112,0.003080199,0.03725903,0.001018677,0.5051043,0.4501333,0.0000569291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0205797,0.005155637,0.4013244,0.02505926,0.0003753447,0.0009925495,0.001321704,0.002015187,0.5431762],"genre_scores_gemma":[0.4344522,0.009099593,0.4212749,0.002896403,0.000238089,0.001361203,0.004677878,0.0004798996,0.1255198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023584,"threshold_uncertainty_score":0.03876662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213345006","doi":"10.4018/978-1-7998-1710-9","title":"Multi-Objective Optimization of Industrial Power Generation Systems","year":2020,"lang":"en","type":"book","venue":"Advances in civil and industrial engineering book series","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Computer science; Power (physics); Physics","authors":[{"name":"Timothy Ganesan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01948987237295803,"gpt":0.2102554795416991,"spread":0.1907656071687411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003648328,0.001377909,0.0009461836,0.0004389838,0.0001858617,0.0009403147,0.0006690798,0.0005391198,0.007617169],"category_scores_gemma":[0.0006939073,0.000511208,0.0005512809,0.001061381,0.000267729,0.0006333439,0.0004978594,0.001129193,0.001644406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278647,"about_ca_system_score_gemma":0.0004094845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375402,"about_ca_topic_score_gemma":0.00360647,"domain_scores_codex":[0.9997508,0.00007485972,0.000007758585,0.0000288551,0.0001223707,0.00001529939],"domain_scores_gemma":[0.9997981,0.0001216572,0.00001731156,0.00001814281,0.0000352789,0.000009479903],"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":[0.00001866531,0.0000306268,0.00005221588,0.0001225713,0.00002770085,0.00001960309,0.000009821604,0.9038312,0.0006621868,0.005699339,0.007447429,0.08207849],"study_design_scores_gemma":[0.000006782075,0.00002969867,0.0002226973,0.00003668593,0.000007429986,0.00001428127,0.000005795492,0.9806803,0.0003469823,0.008473185,0.01016997,0.000006158571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01414195,0.0144251,0.8071762,0.000773227,0.0005906555,0.00006729637,0.000438425,0.0008701973,0.161517],"genre_scores_gemma":[0.4428269,0.01847623,0.3041163,0.0004928204,0.0007324248,0.0004382571,0.001486091,0.001204698,0.2302262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007617169,"threshold_uncertainty_score":0.025482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253696853","doi":"10.4018/978-1-4666-8803-2.ch019","title":"Like It","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Inclusion (mineral); Higher education; Social media; Computer science; Component (thermodynamics); Mathematics education; Pedagogy; Multimedia; Sociology; World Wide Web; Psychology; Political science","authors":[{"name":"Mary Leigh Morbey","is_ca":true},{"name":"Farhad Mordechai Sabeti","is_ca":false},{"name":"Michelle Sengara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03509640831200703,"gpt":0.2791968865523656,"spread":0.2441004782403585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008104951,0.0006822337,0.0003658089,0.0009385818,0.003224105,0.01070839,0.001108611,0.002264082,0.3423484],"category_scores_gemma":[0.003937727,0.0002330601,0.0003950182,0.001155265,0.001176336,0.00907514,0.005083229,0.002123378,0.2622358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178682,"about_ca_system_score_gemma":0.001301748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783893,"about_ca_topic_score_gemma":0.007590107,"domain_scores_codex":[0.9988464,0.0002268221,0.00005790313,0.0002715241,0.0004300413,0.0001672296],"domain_scores_gemma":[0.9985791,0.0001505701,0.00009449974,0.0003008792,0.000422986,0.0004519144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004551473,0.00003766991,0.001098649,0.0001354075,0.00001221882,0.0001748573,0.002745038,0.00005651634,0.0005546295,0.0497858,0.7926588,0.1526949],"study_design_scores_gemma":[0.000001621083,0.000005475535,0.0001953303,0.00003743752,0.000001896778,0.00007369455,0.0003984728,0.00001677711,0.00004366612,0.001614545,0.9976058,0.000005251122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00229365,0.001229371,0.00303766,0.00797688,0.003280994,0.00006892592,0.001152329,0.001850057,0.9791102],"genre_scores_gemma":[0.01832324,0.001075285,0.002814259,0.007885504,0.0006833246,0.00006404244,0.001469201,0.0008194451,0.9668656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3423484,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2490853906","doi":"10.4018/978-1-4666-4034-4.ch003","title":"Distributed Maximally Permissive Nonblocking Control of Flexible Manufacturing Systems","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Petri Nets in System Modeling","field":"Computer Science","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","funders":"","keywords":"Petri net; Supervisor; Permissive; Deadlock prevention algorithms; Flexible manufacturing system; Distributed computing; Deadlock; Computer science; Control (management); Supervisory control; Control engineering; Engineering; Scheduling (production processes); Operations management; Artificial intelligence; Economics","authors":[{"name":"Renyuan Zhang","is_ca":false},{"name":"Yongmei Gan","is_ca":false},{"name":"W.M. Wonham","is_ca":true},{"name":"Zhaoan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0158907398717231,"gpt":0.205764227665617,"spread":0.1898734877938939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002035863,0.0005209062,0.0002576927,0.0002173719,0.000208387,0.000666748,0.0006557654,0.0002780768,0.002064533],"category_scores_gemma":[0.0002969126,0.0001770344,0.0001939223,0.0002975942,0.0005093368,0.0006301702,0.0004646112,0.0007953577,0.0003502384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658579,"about_ca_system_score_gemma":0.0004215707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006373088,"about_ca_topic_score_gemma":0.0007198937,"domain_scores_codex":[0.9998191,0.00002825298,0.000006501861,0.00004552541,0.00008098672,0.00001965252],"domain_scores_gemma":[0.9999205,0.00003120028,0.000008933695,0.00001469051,0.00001748304,0.00000710445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001275863,0.00009979511,0.0001190651,0.0003015837,0.00002894992,0.0002361317,0.0002892622,0.1777803,0.07524361,0.3919186,0.006759021,0.347096],"study_design_scores_gemma":[0.00005594347,0.0001359686,0.0004272712,0.000103572,0.00002729953,0.0002346783,0.00006507317,0.6122652,0.03401197,0.2542904,0.0983504,0.00003223826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01679977,0.00555074,0.9130145,0.0003816467,0.0004015681,0.00004360837,0.0000391879,0.0007152781,0.06305379],"genre_scores_gemma":[0.7779651,0.009119095,0.1450352,0.0003701672,0.0003310637,0.0002114026,0.000140618,0.0001772391,0.06665001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002064533,"threshold_uncertainty_score":0.006906509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2489565995","doi":"10.4018/978-1-5225-0102-2.ch009","title":"High Speed Rail in Canada","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Legislature; Popularity; Implementation; Variety (cybernetics); Government (linguistics); Business; Profit (economics); Political science; Environmental planning; Geography; Regional science; Public administration; Engineering; Economics; Computer science; Archaeology","authors":[{"name":"Jaydeep Balakrishnan","is_ca":true},{"name":"Zhu Tianyuan","is_ca":true},{"name":"Peter Wallis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858178760502408,"gpt":0.1774908716564541,"spread":0.1589090840514301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582558,0.0006542946,0.000333791,0.002394132,0.006389619,0.004780138,0.0008898714,0.001432837,0.05940117],"category_scores_gemma":[0.0009754792,0.0002885555,0.0003133621,0.007215914,0.001359257,0.001557574,0.001212065,0.00154998,0.01117123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06007507,"about_ca_system_score_gemma":0.1030821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9739803,"about_ca_topic_score_gemma":0.9909722,"domain_scores_codex":[0.9991941,0.00002387081,0.00001570789,0.00007490428,0.000513203,0.000178149],"domain_scores_gemma":[0.9992119,0.00004022499,0.00001694599,0.0000171002,0.0005597647,0.0001540556],"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":[0.0000127339,0.00001796727,0.0006934603,0.000271214,0.000004425582,0.0001861717,0.001300308,0.0004862116,0.0003005312,0.1285389,0.7244816,0.1437065],"study_design_scores_gemma":[8.055953e-7,0.000002740266,0.0007843395,0.0001037011,0.00000163379,0.00004077644,0.0002117263,0.00005290201,0.0000520379,0.001176811,0.997566,0.000006622037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003503103,0.04006029,0.0005260866,0.009209509,0.001825794,0.00004257132,0.001703272,0.0001776539,0.9429517],"genre_scores_gemma":[0.0253785,0.03789226,0.0008523968,0.001836673,0.0002308681,0.00001836043,0.001187577,0.000112467,0.9324909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06007507,"threshold_uncertainty_score":0.4358772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952351629","doi":"10.4018/978-1-4666-8693-9.ch007","title":"Investigation of Optimum Conformations and Structure Analysis of RL and LR Nests using Ramachandran Plot","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","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 Lethbridge","funders":"","keywords":"Ramachandran plot; Nest (protein structural motif); Automation; Pipeline (software); In silico; Algorithm; Chemistry; Computer science; Bioinformatics; Protein structure; Biology; Engineering; Biochemistry; Programming language; Gene","authors":[{"name":"Sumukh Deshpande","is_ca":false},{"name":"Saikat Basu","is_ca":true},{"name":"Pooja Purohit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03330582770530865,"gpt":0.2632463488514821,"spread":0.2299405211461735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158471,0.0002063386,0.000370624,0.0007139161,0.000341862,0.0005631853,0.0003958691,0.0002626241,0.00249669],"category_scores_gemma":[0.0004230963,0.0001997899,0.000341021,0.001088536,0.0001681992,0.0006314038,0.0001780281,0.000317438,0.0006394946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786083,"about_ca_system_score_gemma":0.0002327372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006837024,"about_ca_topic_score_gemma":0.0007872694,"domain_scores_codex":[0.9998995,0.0000148685,0.000005621675,0.0000354232,0.00002651168,0.0000180933],"domain_scores_gemma":[0.999878,0.00004381469,0.00002798241,0.00001483804,0.00002431845,0.00001090347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001020293,0.0003346516,0.04524044,0.001357783,0.0001168405,0.002273641,0.001404413,0.1611258,0.5386038,0.04050851,0.009044331,0.1989694],"study_design_scores_gemma":[0.00005467464,0.0006417984,0.03846347,0.0001263081,0.0001344457,0.00196455,0.001378358,0.6438299,0.2378196,0.02724554,0.04818877,0.0001527107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945008,0.003071554,0.03991402,0.000148117,0.00001711163,0.00002994224,0.00143075,0.0008397034,0.009540751],"genre_scores_gemma":[0.9282444,0.001519577,0.0630319,0.00003198877,0.000006199917,0.00005126428,0.003716913,0.0002075694,0.00319009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00249669,"threshold_uncertainty_score":0.00835228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889994072","doi":"10.4018/978-1-5225-5999-3.ch008","title":"SketchBoard","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in civil and industrial engineering book series","topic":"Usability and User Interface Design","field":"Computer Science","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 Calgary","funders":"","keywords":"Computer science; Process (computing); Digital media; Point (geometry); Human–computer interaction; Focus (optics); Multimedia; Interactive media; Visualization; Design process; Engineering; World Wide Web; Work in process; Artificial intelligence; Mathematics","authors":[{"name":"Rojin Vishkaie","is_ca":false},{"name":"Richard Levy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02370481336432444,"gpt":0.2216768097021823,"spread":0.1979719963378578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007051203,0.001241348,0.0006412816,0.002193076,0.0008920396,0.004365998,0.001366564,0.0009874047,0.2853826],"category_scores_gemma":[0.005159236,0.0003510947,0.0007149932,0.002302662,0.0006916932,0.003755371,0.002186014,0.001280123,0.09526689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492051,"about_ca_system_score_gemma":0.0009284787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007145804,"about_ca_topic_score_gemma":0.001484768,"domain_scores_codex":[0.9991242,0.0001466161,0.0000534106,0.0001507549,0.0004842198,0.00004087513],"domain_scores_gemma":[0.9985383,0.0006239605,0.00007108937,0.0002561335,0.0003822855,0.000128275],"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":[0.00009513407,0.00005343556,0.0002074636,0.001525573,0.00001473394,0.0003084975,0.001096004,0.001274128,0.0039944,0.1010538,0.3378082,0.5525686],"study_design_scores_gemma":[0.000004282584,0.00001579221,0.00009247184,0.00009717935,0.000002372061,0.0001428737,0.0001017778,0.000177132,0.0003183618,0.003162365,0.9958795,0.000005816049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004662311,0.01279862,0.09972193,0.00235699,0.005401978,0.00076363,0.002768171,0.00613623,0.8653901],"genre_scores_gemma":[0.02533648,0.009799077,0.04607384,0.0009656361,0.0006575346,0.0004301595,0.003106449,0.001793712,0.9118372],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2853826,"threshold_uncertainty_score":0.9546998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}