{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":95,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":95,"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":"8c3820c47d94","filters":{"venue":"Fire Technology"}},"results":[{"id":"W1576896686","doi":"10.1023/a:1021731327822","title":"Fire Endurance of High Strength Concrete Columns","year":2003,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cement Association of Canada; National Research Council Canada","funders":"","keywords":"Spall; Fire resistance; Structural engineering; Aggregate (composite); Bending; Forensic engineering; Materials science; Engineering; Composite material","authors":[{"name":"Venkatesh Kodur","is_ca":true},{"name":"R. McGrath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003860882360220662,"gpt":0.183703615544308,"spread":0.1798427331840873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908139,0.0001248254,0.0002015488,0.0004198512,0.0003746725,0.0002726172,0.0002490389,0.0002898061,0.00294678],"category_scores_gemma":[0.0007007549,0.0001444814,0.0001678322,0.0002361734,0.0002579252,0.0002802789,0.0002276787,0.000352107,0.0003355492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401439,"about_ca_system_score_gemma":0.0001681742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877056,"about_ca_topic_score_gemma":0.002551325,"domain_scores_codex":[0.9998946,0.00000973549,0.000004050878,0.00001666764,0.00003096574,0.0000439749],"domain_scores_gemma":[0.9993679,0.0002513383,0.00007849043,0.00004040426,0.0001391624,0.0001227268],"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":[0.004175488,0.0003713844,0.04319463,0.0001485346,0.00007385636,0.0007154521,0.0004062189,0.02978148,0.8851295,0.0007716441,0.0005291398,0.03470275],"study_design_scores_gemma":[0.00005218317,0.002598182,0.2775032,0.00005392792,0.000083595,0.000671813,0.0008472163,0.05341084,0.6620319,0.00059063,0.002100657,0.00005590775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989171,0.0001231315,0.0002022158,0.000007476467,0.000004793027,0.000001655409,0.00004920122,0.000009800404,0.0006847481],"genre_scores_gemma":[0.9993907,0.00004038153,0.00004065332,0.000003789981,0.00000194836,8.297629e-7,0.00005390089,0.000004491058,0.000463329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00294678,"threshold_uncertainty_score":0.009858012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005018304","doi":"10.1007/s10694-009-0116-6","title":"Mechanical Characterization of Fibre Reinforced Polymers Materials at High Temperature","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Queen's University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Composite material; Ultimate tensile strength; Glass transition; Glass fiber; Epoxy; Polymer","authors":[{"name":"Ershad U. Chowdhury","is_ca":true},{"name":"Rob Eedson","is_ca":true},{"name":"Luke Bisby","is_ca":false},{"name":"Mark F. Green","is_ca":true},{"name":"Noureddine Bénichou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003894277343026364,"gpt":0.1911443905103351,"spread":0.1872501131673087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000160979,0.0001998331,0.0001697456,0.0003573476,0.0003167285,0.0001783941,0.0001710906,0.0002655126,0.001626538],"category_scores_gemma":[0.0004281513,0.000215492,0.0001704674,0.0002768734,0.0003770241,0.0002906609,0.0001349253,0.0003505829,0.0002807573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118773,"about_ca_system_score_gemma":0.0001851624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006579756,"about_ca_topic_score_gemma":0.001223526,"domain_scores_codex":[0.9998131,0.00001434303,0.000007353884,0.00002692146,0.00009872689,0.00003955927],"domain_scores_gemma":[0.9997032,0.00009343297,0.00006749578,0.00003515437,0.00007271003,0.00002806094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001007795,0.00002018296,0.0007023896,0.0000349676,0.000004619024,0.00004396096,0.00005451358,0.0006953237,0.9966952,0.00008820246,0.00002488804,0.001535015],"study_design_scores_gemma":[0.000004912018,0.0002310185,0.02008215,0.000005526192,0.000006907812,0.0001102626,0.00004480382,0.002013934,0.9768507,0.00004331075,0.0005995157,0.00000699064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975178,0.0002672466,0.001158122,0.00001664886,0.000006824887,0.000006577309,0.00007514923,0.00001461576,0.0009369823],"genre_scores_gemma":[0.9985134,0.00008301936,0.0004200117,0.000005286408,0.000004087268,0.000006083574,0.00007467372,0.000009319979,0.0008842073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001626538,"threshold_uncertainty_score":0.005441368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089470485","doi":"10.1007/s10694-005-3733-8","title":"Heat Transfer Model of Flame Resistant Fabrics During Cooling After Exposure to Fire","year":2005,"lang":"en","type":"article","venue":"Fire Technology","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Materials science; Poison control; Heat transfer coefficient; Parametric statistics; Fire test; Convective heat transfer; Kevlar; Fire hazard; Composite material; Forensic engineering; Nuclear engineering; Environmental science; Waste management; Engineering; Mechanics; Medicine","authors":[{"name":"David A. Torvi","is_ca":true},{"name":"Todd G. Threlfall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008452621119054171,"gpt":0.1988046318294314,"spread":0.1903520107103772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179169,0.0004014179,0.0003891558,0.000266008,0.0004702321,0.0005015759,0.0006205048,0.0006221908,0.001510277],"category_scores_gemma":[0.0004599274,0.0001749731,0.0004586159,0.0001679721,0.0007223271,0.0004616615,0.000202654,0.00031857,0.0001796765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842678,"about_ca_system_score_gemma":0.0004176216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009306376,"about_ca_topic_score_gemma":0.002362936,"domain_scores_codex":[0.9999193,0.00001842302,0.000002391698,0.00001729653,0.00001725677,0.00002527483],"domain_scores_gemma":[0.9998733,0.00005841142,0.00001897921,0.00001522312,0.00002347923,0.00001066171],"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":[0.0003624429,0.00008701849,0.001495721,0.00007935336,0.00001898102,0.0002952246,0.0002125085,0.8891582,0.09939869,0.004888365,0.0002586202,0.003744839],"study_design_scores_gemma":[0.00001260079,0.00007067194,0.001108312,0.000003726507,0.000007371366,0.00003779255,0.00003562733,0.9852101,0.01294871,0.0003034747,0.0002527302,0.000008945795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249772,0.0002974636,0.0626974,0.0001524881,0.00006224208,0.00009017051,0.0002131593,0.0001419495,0.011368],"genre_scores_gemma":[0.9952562,0.00007421282,0.0009709644,0.000007449763,0.000005241568,0.00002131963,0.00004283487,0.00001793913,0.003603826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009306376,"threshold_uncertainty_score":0.01850438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W616187072","doi":"10.1007/s10694-015-0504-z","title":"Fire Performance of Sustainable Recycled Concrete Aggregates: Mechanical Properties at Elevated Temperatures and Current Research Needs","year":2015,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Saskatchewan; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Current (fluid); Forensic engineering; Fire safety; Fire resistance; Environmental science; Engineering; Materials science; Architectural engineering; Civil engineering; Composite material","authors":[{"name":"John Gales","is_ca":true},{"name":"Thomas Parker","is_ca":false},{"name":"Duncan Cree","is_ca":true},{"name":"Mark F. Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02923467767274815,"gpt":0.2588648414322373,"spread":0.2296301637594892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105429,0.0003324803,0.0004041516,0.0003821788,0.0003356409,0.0006568399,0.0005675975,0.0006980571,0.001146902],"category_scores_gemma":[0.0006485973,0.0001940804,0.0004266583,0.0004355322,0.0004881304,0.0009995817,0.0002703466,0.0003938575,0.0003660828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734237,"about_ca_system_score_gemma":0.000462799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110325,"about_ca_topic_score_gemma":0.005035471,"domain_scores_codex":[0.9994724,0.0000698659,0.000025178,0.00006336701,0.0002681287,0.0001011157],"domain_scores_gemma":[0.999619,0.00008169598,0.00008582986,0.00004114064,0.0001382353,0.00003414792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001188935,0.0004211867,0.02019227,0.0004633663,0.0001094122,0.0002216008,0.0002345505,0.01715551,0.9287306,0.0006803127,0.000204586,0.03039766],"study_design_scores_gemma":[0.00001657149,0.001684094,0.07324272,0.00005162381,0.00008785502,0.0002379828,0.0005636362,0.009027702,0.9118444,0.0006249329,0.0025708,0.00004770945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947293,0.003330183,0.0008101166,0.00005974192,0.000008609759,0.00000513557,0.00007900462,0.00001076883,0.0009669726],"genre_scores_gemma":[0.9978892,0.001123558,0.0002953998,0.00001040273,0.000006239174,0.000002553236,0.00008373405,0.000007130527,0.0005818046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003110325,"threshold_uncertainty_score":0.006184459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792083042","doi":"10.1007/s10694-018-0708-0","title":"Cognitive Biases Within Decision Making During Fire Evacuations","year":2018,"lang":"en","type":"article","venue":"Fire Technology","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Process (computing); Cognition; Action (physics); Heuristics; Cognitive bias; Matching (statistics); Task (project management); Computer science; Neglect; Poison control; Dynamic decision-making; Information processing; Cognitive psychology; Psychology; Artificial intelligence; Engineering","authors":[{"name":"Michael Kinsey","is_ca":false},{"name":"S. Gwynne","is_ca":true},{"name":"Erica D. Kuligowski","is_ca":false},{"name":"Max Kinateder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04738571945328152,"gpt":0.4087948182203595,"spread":0.3614090987670779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002754241,0.0003005229,0.0002441437,0.000678961,0.0006363683,0.003010461,0.0003347847,0.001033953,0.002290784],"category_scores_gemma":[0.04839846,0.0003369223,0.0002547466,0.0004438298,0.00105604,0.00130921,0.0007378254,0.001303252,0.0002412694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007015868,"about_ca_system_score_gemma":0.0008372252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005698932,"about_ca_topic_score_gemma":0.006513168,"domain_scores_codex":[0.9983058,0.0007680111,0.00008850978,0.0001749378,0.0004763917,0.0001863341],"domain_scores_gemma":[0.9760142,0.01687765,0.003613188,0.0008747644,0.001692026,0.0009281347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008911008,0.002112303,0.6614961,0.0006813667,0.000876357,0.000931135,0.1037908,0.01360008,0.07112152,0.01060443,0.002271519,0.1236034],"study_design_scores_gemma":[0.0001782967,0.000708449,0.9577965,0.0001092981,0.0001816457,0.0002846047,0.01399985,0.008321851,0.003967115,0.01181117,0.002494604,0.0001467141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954466,0.00008008636,0.0007449916,0.0001197508,0.00001523835,0.00001123228,0.00001434703,0.000007583736,0.003560083],"genre_scores_gemma":[0.9991886,0.00004290793,0.0003981962,0.00006291557,0.00001047564,0.000006951621,0.00001613102,0.000007629353,0.0002662023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005698932,"threshold_uncertainty_score":0.014566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022765768","doi":"10.1007/s10694-005-3730-y","title":"Factors Influencing Fire Resistance of Load-bearing Steel Stud Walls","year":2005,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"FPInnovations","keywords":"Fire resistance; Gypsum; Structural engineering; Composite material; Bearing (navigation); Load bearing; Materials science; Geotechnical engineering; Engineering","authors":[{"name":"Venkatesh Kodur","is_ca":false},{"name":"Mohamed A. Sultan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009504526807621372,"gpt":0.2149068812902446,"spread":0.2054023544826233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004604446,0.0002633711,0.0003396473,0.0006086543,0.0004787404,0.0005824066,0.0002809659,0.0003903954,0.002866842],"category_scores_gemma":[0.002204104,0.0003320416,0.0003276489,0.0002930843,0.0003841254,0.0002809303,0.0002905417,0.000348834,0.0006684315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093986,"about_ca_system_score_gemma":0.0002332065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383012,"about_ca_topic_score_gemma":0.002005801,"domain_scores_codex":[0.9997267,0.00005528907,0.0000239803,0.00003769488,0.0000739743,0.00008234426],"domain_scores_gemma":[0.9985104,0.0006841188,0.000378605,0.00008062972,0.0002199787,0.0001261911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001396026,0.0001719932,0.08297107,0.00009629983,0.00004587958,0.0006070598,0.0005581976,0.004871452,0.900022,0.0003206479,0.0001072887,0.008832078],"study_design_scores_gemma":[0.00002839786,0.001417926,0.5960791,0.00002844964,0.00009429167,0.001117512,0.001161787,0.005416627,0.3932013,0.0002032249,0.001218333,0.00003299275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992293,0.00006029442,0.0001759798,0.000004093238,0.000001739415,0.000005144265,0.00001414193,0.000005192331,0.0005040712],"genre_scores_gemma":[0.9994519,0.00004346709,0.0001140975,0.000002391686,0.00000114862,0.000001863445,0.00003280796,0.00000585931,0.0003462953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002866842,"threshold_uncertainty_score":0.009590507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118900912","doi":"10.1007/s10694-015-0501-2","title":"Guidance for the Model Developer on Representing Human Behavior in Egress Models","year":2015,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Set (abstract data type); Representation (politics); Computer science; Behavioral modeling; Conceptual model; Simple (philosophy); Fire safety; Risk analysis (engineering); Engineering; Simulation; Artificial intelligence; Civil engineering","authors":[{"name":"S. Gwynne","is_ca":true},{"name":"Lynn Hulse","is_ca":false},{"name":"Michael Kinsey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07842627165970217,"gpt":0.3108296821189708,"spread":0.2324034104592687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007814961,0.002597317,0.001972563,0.001923479,0.001597479,0.004334409,0.006086484,0.009124366,0.08876884],"category_scores_gemma":[0.07944217,0.002720289,0.002070269,0.001405827,0.00154803,0.01019648,0.004440974,0.009016649,0.03277962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488353,"about_ca_system_score_gemma":0.004711309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296759,"about_ca_topic_score_gemma":0.02226578,"domain_scores_codex":[0.9970785,0.001458423,0.0002737953,0.0001826939,0.0008163712,0.0001903129],"domain_scores_gemma":[0.9469433,0.02851206,0.0009665827,0.009129419,0.01277571,0.001672851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000409571,0.000735736,0.002269388,0.001039646,0.0001004412,0.001302855,0.002297184,0.1286184,0.006647604,0.2360946,0.4929577,0.127527],"study_design_scores_gemma":[0.0003983607,0.00009323388,0.0002965545,0.001263957,0.00006564774,0.0003951447,0.0006653591,0.4015275,0.005339162,0.2553397,0.33448,0.000135377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002283151,0.0002164565,0.9216411,0.01606085,0.0006358934,0.0004334264,0.002533891,0.02561937,0.03057589],"genre_scores_gemma":[0.05184253,0.0008385523,0.8992473,0.004953285,0.0004043954,0.0009165737,0.003399715,0.01414353,0.02425414],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08876884,"threshold_uncertainty_score":0.2969614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921369079","doi":"10.1007/s10694-019-00821-z","title":"A Provisional Conceptual Model of Human Behavior in Response to Wildland-Urban Interface Fires","year":2019,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology","keywords":"Wildland–urban interface; Action (physics); Conceptual model; Warning system; Poison control; Task (project management); Human factors and ergonomics; Preventive action; Environmental resource management; Computer security; Risk analysis (engineering); Engineering; Computer science; Business; Environmental science; Environmental health; Medicine","authors":[{"name":"Lauren Folk","is_ca":true},{"name":"Erica D. Kuligowski","is_ca":false},{"name":"S. Gwynne","is_ca":false},{"name":"John Gales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01154244305328336,"gpt":0.2605679971838794,"spread":0.249025554130596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009358704,0.0005381746,0.0003226087,0.000886782,0.001138432,0.002863608,0.00231679,0.001734888,0.009728311],"category_scores_gemma":[0.00216739,0.0002874942,0.00075413,0.0007766219,0.002060749,0.003767065,0.001359271,0.001190523,0.001079818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031844,"about_ca_system_score_gemma":0.002020041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007203091,"about_ca_topic_score_gemma":0.007161612,"domain_scores_codex":[0.9995184,0.0001704636,0.00003184638,0.000104638,0.00009141565,0.00008334849],"domain_scores_gemma":[0.9992932,0.0002378381,0.00007423771,0.00009920821,0.0001942334,0.0001012672],"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":[0.00001840095,0.00005904402,0.0009738535,0.00005246253,0.00001080026,0.0001209797,0.0009066014,0.04027195,0.0005672301,0.9516079,0.001307799,0.004103104],"study_design_scores_gemma":[0.00003468147,0.0001088927,0.001952403,0.00007135897,0.00004586768,0.0003004225,0.001989997,0.4287536,0.000522248,0.5355113,0.03066516,0.00004402642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04254265,0.0002550905,0.8572115,0.004333246,0.0002532391,0.0001903784,0.0007947338,0.0004025226,0.0940166],"genre_scores_gemma":[0.8612054,0.0004315508,0.1185157,0.0004583487,0.0001444731,0.0005372697,0.0004480041,0.00007819758,0.01818113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009728311,"threshold_uncertainty_score":0.03254443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990201651","doi":"10.1007/s10694-008-0075-3","title":"Comparison of FDS Prediction of Smoke Movement in a 10-Storey Building with Experimental Data","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fire Dynamics Simulator; Smoke; Thermocouple; Engineering; Marine engineering; Tower; Computational fluid dynamics; Environmental science; Fire test; Structural engineering; Waste management","authors":[{"name":"George Hadjisophocleous","is_ca":true},{"name":"Qiong Jia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03565670042254532,"gpt":0.3209662983421506,"spread":0.2853095979196053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925614,0.000475701,0.0004251277,0.0007373812,0.0004430993,0.0005335176,0.0006873728,0.0009130869,0.001350251],"category_scores_gemma":[0.00220744,0.0003039536,0.0006808645,0.0005671781,0.0003034136,0.0004157537,0.0002405727,0.0003966185,0.000338292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961869,"about_ca_system_score_gemma":0.0005578006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07779502,"about_ca_topic_score_gemma":0.04906309,"domain_scores_codex":[0.9997607,0.00004508311,0.00002602898,0.00007531173,0.00005390614,0.00003902079],"domain_scores_gemma":[0.9984887,0.000867006,0.00006059639,0.0001597779,0.0003751371,0.00004875962],"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":[0.001047288,0.0005428695,0.09101576,0.0001384647,0.0001019167,0.000190347,0.0001086523,0.8490387,0.01059252,0.0004929726,0.001317632,0.04541283],"study_design_scores_gemma":[0.00002101937,0.00004116155,0.0217608,0.000005435887,0.00001059799,0.00001742185,0.00003082316,0.975438,0.002432017,0.00005931696,0.0001719321,0.00001144426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881744,0.0000706994,0.009128413,0.00006603988,0.00004046735,0.00001588434,0.0008182125,0.000447413,0.001238312],"genre_scores_gemma":[0.996885,0.00001279191,0.002386679,0.00000600548,0.000003927006,0.00000602695,0.0005249378,0.00001057368,0.0001639745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07779502,"threshold_uncertainty_score":0.1546844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028510703","doi":"10.1007/s10694-010-0188-3","title":"Assessment of Factors Affecting the Continuing Performance of Firefighters’ Protective Clothing: A Literature Review","year":2010,"lang":"en","type":"review","venue":"Fire Technology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Clothing; Forensic engineering; Engineering; Architectural engineering; Risk analysis (engineering); Medicine","authors":[{"name":"Moein Rezazadeh","is_ca":true},{"name":"David A. Torvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05628788470397122,"gpt":0.4673672682957257,"spread":0.4110793835917544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00213411,0.000941255,0.002596671,0.005037169,0.000332885,0.001488283,0.001119877,0.001200026,0.002042806],"category_scores_gemma":[0.004794403,0.0004945212,0.001941095,0.006471067,0.0006174743,0.001380846,0.0006539626,0.0007244991,0.00023922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893543,"about_ca_system_score_gemma":0.004402397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009025422,"about_ca_topic_score_gemma":0.02046081,"domain_scores_codex":[0.9990708,0.0001760666,0.0003345416,0.0001420799,0.0002350477,0.00004135667],"domain_scores_gemma":[0.995538,0.002973054,0.000913898,0.0000414664,0.000470372,0.00006320062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001797653,0.0001904747,0.007310487,0.3676777,0.002079121,0.0004294697,0.000552883,0.0002461673,0.0005777357,0.0005528227,0.004223884,0.6159795],"study_design_scores_gemma":[0.0001571821,0.0007159334,0.1132228,0.5559456,0.03126577,0.004930518,0.004367786,0.0003600829,0.001477321,0.001325986,0.2860035,0.0002274937],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009983731,0.9985576,0.0000490517,0.0001071253,0.00003675025,0.00001325555,0.0000543388,0.000001221312,0.0001823236],"genre_scores_gemma":[0.00380159,0.9958225,0.0001754394,0.00007341249,0.00002818968,0.00001059482,0.00003862432,3.895719e-7,0.00004915735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009025422,"threshold_uncertainty_score":0.01794577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088216976","doi":"10.1007/s10694-013-0378-x","title":"Experimental and Theoretical Study for Tunnel Fires with Natural Ventilation","year":2013,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Neurosurgery Research and Education Foundation","keywords":"Smoke; Froude number; Ceiling (cloud); Natural ventilation; Ventilation (architecture); Anemometer; Thermocouple; Environmental science; Combustor; Scale model; Marine engineering; Engineering; Mechanics; Meteorology; Structural engineering; Flow (mathematics); Waste management; Combustion; Mechanical engineering; Turbulence; Chemistry; Aerospace engineering","authors":[{"name":"Zhongyuan Yuan","is_ca":false},{"name":"Bo Lei","is_ca":false},{"name":"Ahmed Kashef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003855226477269467,"gpt":0.2250186836536397,"spread":0.2211634571763702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008900228,0.00043447,0.0003905428,0.0003737971,0.000822404,0.0003993332,0.0009861952,0.0005203146,0.005485938],"category_scores_gemma":[0.002487559,0.0002581666,0.0003946191,0.0002960751,0.001006775,0.0007472891,0.0004514096,0.0005681255,0.0002057008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587459,"about_ca_system_score_gemma":0.0003756853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629099,"about_ca_topic_score_gemma":0.0008970543,"domain_scores_codex":[0.9996771,0.000100546,0.00001114039,0.00004429085,0.0001052981,0.00006169824],"domain_scores_gemma":[0.9977856,0.00164022,0.0001174493,0.0001747794,0.0002072001,0.00007477858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006010838,0.006776346,0.01856912,0.001030095,0.0001141358,0.001369081,0.001066251,0.359584,0.5478079,0.03482409,0.001146676,0.02170145],"study_design_scores_gemma":[0.0003541501,0.003997698,0.01662965,0.00004613676,0.0000864656,0.0008191561,0.0008483442,0.7874504,0.1806187,0.007421732,0.001636877,0.00009074861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887249,0.0001165803,0.007248194,0.00004045095,0.00001800349,0.00002774041,0.00006967515,0.00003430495,0.003720114],"genre_scores_gemma":[0.9978362,0.00006794521,0.001355985,0.000003894536,0.000006884425,0.00001221124,0.00003306919,0.000007047617,0.0006767968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005485938,"threshold_uncertainty_score":0.01835233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973710307","doi":"10.1007/s10694-019-00902-z","title":"Guidance on Design and Construction of the Built Environment Against Wildland Urban Interface Fire Hazard: A Review","year":2019,"lang":"en","type":"review","venue":"Fire Technology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Lunds Universitet","keywords":"Wildland–urban interface; Hazard; Environmental planning; Fire protection; Work (physics); Urbanization; Environmental resource management; Risk analysis (engineering); Transport engineering; Engineering; Architectural engineering; Civil engineering; Business; Environmental science","authors":[{"name":"Paolo Intini","is_ca":false},{"name":"Enrico Ronchi","is_ca":false},{"name":"S. Gwynne","is_ca":false},{"name":"Noureddine Bénichou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01748191315178612,"gpt":0.2520013124241219,"spread":0.2345193992723358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01001474,0.001133366,0.001945034,0.01138073,0.0006127885,0.002452796,0.002322755,0.002182564,0.003449431],"category_scores_gemma":[0.02980851,0.0006515423,0.002107889,0.01058144,0.001194176,0.002529107,0.001400071,0.001383405,0.001144219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002839925,"about_ca_system_score_gemma":0.01926374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442227,"about_ca_topic_score_gemma":0.02480328,"domain_scores_codex":[0.9917188,0.002258179,0.002476756,0.0005002066,0.002830106,0.0002160181],"domain_scores_gemma":[0.9698165,0.01960195,0.003690699,0.0005010903,0.00610701,0.0002827975],"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":[0.00004787483,0.0000653992,0.0008435795,0.3976849,0.0002686749,0.0002274096,0.001607674,0.001115359,0.0007893974,0.0132484,0.0375455,0.5465559],"study_design_scores_gemma":[0.00002025216,0.00008780012,0.001894629,0.3861145,0.0006848372,0.0003218509,0.0009805312,0.0001774591,0.0004710926,0.002621984,0.6065884,0.0000366694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009265324,0.9881138,0.002650877,0.002688563,0.0005060278,0.0002895477,0.0007020839,0.00004304428,0.004079566],"genre_scores_gemma":[0.0059193,0.9864802,0.005107924,0.0008693003,0.00008031184,0.0002772965,0.0005368042,0.00001667276,0.000712231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01442227,"threshold_uncertainty_score":0.05296367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255191609","doi":"10.1007/s10694-016-0586-2","title":"Guidance for the Model User on Representing Human Behavior in Egress Models","year":2016,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Set (abstract data type); Computer science; Fire safety; Representation (politics); Fire protection engineering; Risk analysis (engineering); Simulation; Engineering; Architectural engineering; Civil engineering","authors":[{"name":"Erica D. Kuligowski","is_ca":false},{"name":"S. Gwynne","is_ca":true},{"name":"Michael Kinsey","is_ca":false},{"name":"Lynn Hulse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03137903080982509,"gpt":0.2850957013400693,"spread":0.2537166705302442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002110841,0.00128494,0.001245232,0.0006782102,0.001067534,0.002635084,0.002340134,0.003623536,0.02483312],"category_scores_gemma":[0.02167476,0.0009035802,0.001014337,0.0004811832,0.0009820177,0.003536809,0.002778029,0.003042911,0.005428088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008536787,"about_ca_system_score_gemma":0.00181652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106701,"about_ca_topic_score_gemma":0.01801733,"domain_scores_codex":[0.9991816,0.0003732427,0.00003730785,0.00008357897,0.0002656798,0.00005853004],"domain_scores_gemma":[0.9930325,0.004002955,0.0001596686,0.001354169,0.001135214,0.0003154291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005378425,0.0003155844,0.002321275,0.000387842,0.00007471574,0.0007620336,0.001798019,0.595063,0.01015514,0.1782282,0.08445742,0.1258989],"study_design_scores_gemma":[0.0000432636,0.00002124317,0.0000676398,0.00005838868,0.00001426498,0.00005385315,0.000102914,0.9467113,0.00197327,0.03143927,0.01949263,0.00002201498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007026389,0.00006502925,0.9706275,0.001797394,0.0001311994,0.00009439664,0.0005228804,0.00810541,0.01162976],"genre_scores_gemma":[0.2984362,0.0003841221,0.677182,0.001177273,0.000121763,0.0003516811,0.001011033,0.005413778,0.01592221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02483312,"threshold_uncertainty_score":0.08307505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047691487","doi":"10.1007/s10694-009-0130-8","title":"Survey Results of Combustible Contents and Floor Areas in Canadian Multi-Family Dwellings","year":2010,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"Health Canada; FPInnovations","keywords":"Combustibility; Fire safety; Environmental science; Clothing; Living room; Architectural engineering; Forensic engineering; Civil engineering; Geography; Engineering; Archaeology","authors":[{"name":"A. C. Bwalya","is_ca":true},{"name":"G. D. Lougheed","is_ca":true},{"name":"Ahmed Kashef","is_ca":true},{"name":"Hamed H. Saber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728135080645362,"gpt":0.239618305357874,"spread":0.2223369545514204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004601758,0.0003379615,0.000264024,0.002692055,0.00236543,0.0007824078,0.0007843912,0.0003529674,0.002574624],"category_scores_gemma":[0.001314418,0.0002708329,0.0004594596,0.004477355,0.0003868817,0.0003970957,0.0006746308,0.0003493991,0.0003549782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008735985,"about_ca_system_score_gemma":0.008525258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870538,"about_ca_topic_score_gemma":0.9958249,"domain_scores_codex":[0.9993918,0.00003294016,0.0000403887,0.00007110442,0.0002512319,0.0002125144],"domain_scores_gemma":[0.9985562,0.00006512114,0.0002123278,0.00002723877,0.0009092402,0.0002298181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908437,0.00003924964,0.9888848,0.00005065499,0.00002794267,0.00005530907,0.002213721,0.00008541319,0.0008948729,0.00004690042,0.0006616824,0.006980362],"study_design_scores_gemma":[6.003606e-7,0.00001362389,0.9957772,0.00001118685,0.00000666659,0.00002020624,0.003428273,0.00005793583,0.0001046336,0.000004329024,0.000570647,0.00000470115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941742,0.000187827,0.00009260253,0.00004280299,0.000003607219,0.00003471906,0.003776951,0.000004553256,0.001682942],"genre_scores_gemma":[0.9936357,0.0005738862,0.0004025214,0.00007088824,0.000002977061,0.00003654032,0.002443652,0.000004220963,0.002829703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294619,"threshold_uncertainty_score":0.06338429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014386915","doi":"10.1007/s10694-014-0407-4","title":"Experimental Study of Combustible and Non-combustible Construction in a Natural Fire","year":2014,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Combustibility; Charring; Bedroom; Engineering; Fire protection; Environmental science; Forensic engineering; Waste management; Combustion; Civil engineering; Materials science; Composite material","authors":[{"name":"Xiao Li","is_ca":true},{"name":"Xia Zhang","is_ca":true},{"name":"George Hadjisophocleous","is_ca":true},{"name":"Cameron McGregor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004984923827532589,"gpt":0.2284814548326868,"spread":0.2234965310051542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035719,0.0002503936,0.0002238018,0.0003488852,0.0007628055,0.0002663859,0.0005540895,0.0004073729,0.002654382],"category_scores_gemma":[0.0006840132,0.0002064975,0.0002793297,0.0002335842,0.001006948,0.000347852,0.0004129997,0.000394933,0.0001294025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312614,"about_ca_system_score_gemma":0.0004384003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886108,"about_ca_topic_score_gemma":0.002017121,"domain_scores_codex":[0.9998148,0.00003062995,0.000009949915,0.00003474617,0.00005580447,0.00005414798],"domain_scores_gemma":[0.9994413,0.0002477115,0.00005738224,0.0001101912,0.00007111296,0.00007223296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007216547,0.004834252,0.01537866,0.0001328125,0.00003412726,0.0004034828,0.0009122892,0.007688941,0.9527733,0.003246417,0.0001116674,0.007267583],"study_design_scores_gemma":[0.0004765794,0.02011869,0.1020336,0.00002803188,0.0001226332,0.0005307028,0.001768298,0.04251884,0.8284665,0.001392207,0.002474704,0.00006913809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999184,0.00001249209,0.0003590033,0.000003986996,0.000002665995,0.000007754754,0.00002226217,0.000003436652,0.0004044667],"genre_scores_gemma":[0.99876,0.00002246735,0.000507021,0.00000260132,0.000001530934,0.000009639643,0.00003235875,0.000003726798,0.0006606195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002654382,"threshold_uncertainty_score":0.008879781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967091683","doi":"10.1023/b:fire.0000039161.18616.86","title":"Extinguishment of Cooking Oil Fires by Water Mist Fire Suppression Systems","year":2004,"lang":"en","type":"article","venue":"Fire Technology","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mist; Environmental science; Cooking oil; Nozzle; Fire protection; Extinguishment; Splash; Waste management; Ignition system; Smoke; Environmental engineering; Petroleum engineering; Meteorology; Chemistry; Engineering; Geography","authors":[{"name":"Zhigang Liu","is_ca":true},{"name":"Andrew K. Kim","is_ca":true},{"name":"Don Carpenter","is_ca":true},{"name":"J. M. Kanabus‐Kaminska","is_ca":true},{"name":"Ping-Li Yen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004584969308015147,"gpt":0.1985578175200124,"spread":0.1939728482119973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048745,0.0002594327,0.0002470668,0.0002289378,0.0003406521,0.0002172952,0.0002605529,0.0001419745,0.001486056],"category_scores_gemma":[0.0002104143,0.0001217828,0.0001451534,0.0000914257,0.0001647288,0.0002661546,0.00024762,0.0002181547,0.0002225812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559633,"about_ca_system_score_gemma":0.0002299707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447214,"about_ca_topic_score_gemma":0.002274273,"domain_scores_codex":[0.9999454,0.000005861281,0.000002331494,0.000006381874,0.00002005437,0.00001999147],"domain_scores_gemma":[0.9999236,0.00001757358,0.00001716888,0.000007430385,0.00002294658,0.00001122793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00100396,0.00007255978,0.001105418,0.00006698553,0.000007149758,0.0001155171,0.0001251697,0.002567459,0.9621783,0.0004177339,0.000112093,0.03222768],"study_design_scores_gemma":[0.00002192299,0.0002539678,0.001720849,0.000003673985,0.00001111649,0.00004026191,0.00003819606,0.007319806,0.9896863,0.00006597479,0.0008344308,0.000003532547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864916,0.0001839777,0.01076066,0.00002232955,0.00001986361,0.00002114188,0.00001521441,0.0001125117,0.002372622],"genre_scores_gemma":[0.9958857,0.0001107023,0.001262927,0.00001045753,0.000003094708,0.000005232043,0.00001798166,0.00001650518,0.002687455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001486056,"threshold_uncertainty_score":0.004971385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915629773","doi":"10.1007/s10694-019-00820-0","title":"High-Strength Concrete Containing Recycled Coarse Aggregate Subjected to Elevated Temperatures","year":2019,"lang":"en","type":"article","venue":"Fire Technology","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Saskatchewan","funders":"","keywords":"Aggregate (composite); Spall; Materials science; Composite material; Scanning electron microscope; Compressive strength; Ductility (Earth science); Ultimate tensile strength; Explosive material; Creep; Chemistry","authors":[{"name":"Prosper Pliya","is_ca":false},{"name":"Duncan Cree","is_ca":true},{"name":"Hamzeh Hajiloo","is_ca":true},{"name":"Anne‐Lise Beaucour","is_ca":false},{"name":"Mark F. Green","is_ca":true},{"name":"Albert Noumowé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004202459010420457,"gpt":0.195982176227091,"spread":0.1917797172166706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005189701,0.0004493833,0.0005065099,0.0004593398,0.0004606384,0.0004927426,0.0003402652,0.000605942,0.002004057],"category_scores_gemma":[0.0005763428,0.00020328,0.0003871872,0.0004831446,0.0006331248,0.0004618838,0.0002968257,0.0004266794,0.0003996622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005058431,"about_ca_system_score_gemma":0.0005772391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476932,"about_ca_topic_score_gemma":0.007214206,"domain_scores_codex":[0.9996278,0.00004650199,0.00002349793,0.00005970752,0.0001431842,0.00009922761],"domain_scores_gemma":[0.9995223,0.0001253094,0.000114554,0.00004142017,0.0001237496,0.00007261941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001931721,0.000155576,0.00169525,0.00008000113,0.00003028715,0.000198788,0.0001159682,0.007956,0.9861503,0.0001401904,0.00003789622,0.001507948],"study_design_scores_gemma":[0.00001783249,0.001250618,0.005911933,0.00000754033,0.00003497657,0.00003737819,0.00009770842,0.004804522,0.9876314,0.00003416969,0.0001602821,0.00001175656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992229,0.00006909714,0.0002851316,0.000004528958,0.000005151577,0.000005759454,0.00005470513,0.00001595405,0.0003368047],"genre_scores_gemma":[0.9991243,0.00006872782,0.0001887431,0.00000284662,0.00000184131,0.000002344131,0.00005081217,0.000004864447,0.0005556062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004476932,"threshold_uncertainty_score":0.008901775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2238973702","doi":"10.1007/s10694-015-0554-2","title":"The Effects of Non-uniform Temperature Distribution on Neutral Plane Level in Non-adiabatic High-Rise Shafts During Fires","year":2016,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adiabatic process; Dimensionless quantity; Mechanics; Flow (mathematics); Plane (geometry); Distribution (mathematics); Environmental science; Structural engineering; Mathematics; Engineering; Mathematical analysis; Physics; Thermodynamics; Geometry","authors":[{"name":"Dahai Qi","is_ca":true},{"name":"Liangzhu Wang","is_ca":true},{"name":"Radu Zmeureanu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002881730967553388,"gpt":0.1987282138030309,"spread":0.1958464828354775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835312,0.0001011253,0.0001876841,0.0002248631,0.0004299591,0.0003542074,0.0002328193,0.0001977039,0.001217747],"category_scores_gemma":[0.001159347,0.0001434894,0.0001656403,0.0001847386,0.0004018586,0.0002858077,0.000235994,0.0002778553,0.0001364089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442705,"about_ca_system_score_gemma":0.0002069915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328409,"about_ca_topic_score_gemma":0.003282219,"domain_scores_codex":[0.9999162,0.00001554485,0.00000398556,0.00001637032,0.00001618432,0.00003173654],"domain_scores_gemma":[0.9993593,0.0003288716,0.00009526907,0.00004165877,0.00009935528,0.00007554415],"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":[0.011461,0.0006674172,0.3599848,0.0001866717,0.0001076198,0.002578921,0.001745809,0.06744425,0.5189607,0.001054976,0.0005436463,0.03526423],"study_design_scores_gemma":[0.00005177364,0.0007676833,0.8359108,0.00001780935,0.00004837732,0.0002835935,0.00108036,0.07700269,0.08420993,0.0002303395,0.0003604093,0.00003626087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991989,0.00002428803,0.0004855226,0.000007004766,0.00000241675,0.000002214336,0.00001571448,0.000009216253,0.0002548386],"genre_scores_gemma":[0.9999106,0.000004467074,0.00003297141,8.79354e-7,5.52353e-7,5.054268e-7,0.00000691874,0.000002104989,0.00004088043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002328409,"threshold_uncertainty_score":0.004629672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048088917","doi":"10.1007/s10694-009-0119-3","title":"Evaluation of the Fire Suppression Effectiveness of Manually Applied Compressed-Air-Foam (CAF) System","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science; Fire protection; Fire test; Firefighting; Compartment (ship); Compressed air; Fire performance; Waste management; Materials science; Composite material; Engineering; Chemistry; Geology; Fire resistance; Civil engineering; Mechanical engineering","authors":[{"name":"Andrew K. Kim","is_ca":true},{"name":"G. Crampton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007596346702665665,"gpt":0.2334360887671738,"spread":0.2258397420645081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004888733,0.0003994331,0.0003958285,0.0004632666,0.0003301288,0.0002646173,0.0004223516,0.0005266799,0.001694245],"category_scores_gemma":[0.002036652,0.000125322,0.0002050225,0.0001688151,0.0002016811,0.0003351613,0.0002386898,0.0001580637,0.0002408715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029216,"about_ca_system_score_gemma":0.0003581999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002651072,"about_ca_topic_score_gemma":0.001418228,"domain_scores_codex":[0.9996991,0.00008133434,0.00002661247,0.00004408513,0.00009372253,0.00005518809],"domain_scores_gemma":[0.9989169,0.000430458,0.00007876981,0.00006640228,0.0004444232,0.00006318712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01610186,0.001568028,0.01507827,0.0008582897,0.0001457691,0.0004012836,0.0004099795,0.0423433,0.7398916,0.0004154837,0.001016382,0.1817697],"study_design_scores_gemma":[0.0005381128,0.01320682,0.03607203,0.00005403733,0.0004216597,0.0005399481,0.0004884001,0.2575255,0.688025,0.000130139,0.002920783,0.00007748252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986112,0.0002457935,0.01151908,0.00003472439,0.00005623745,0.00005971546,0.00006860837,0.000334638,0.001569237],"genre_scores_gemma":[0.9970118,0.00007500988,0.002384758,0.0000135652,0.000009168759,0.00001409221,0.00006410212,0.000008741918,0.0004188137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002651072,"threshold_uncertainty_score":0.005667746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509194620","doi":"10.1007/s10694-016-0619-x","title":"Real-Time Forecasting of Building Fire Growth and Smoke Transport via Ensemble Kalman Filter","year":2016,"lang":"en","type":"article","venue":"Fire Technology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Smoke; Ensemble Kalman filter; Environmental science; Computer science; Kalman filter; Simulation; Meteorology; Engineering; Extended Kalman filter; Artificial intelligence; Waste management","authors":[{"name":"Cheng-Chun Lin","is_ca":true},{"name":"Liangzhu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134206882565012,"gpt":0.2063278091294432,"spread":0.1949857403037931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005049221,0.0005247581,0.0006966388,0.0005239507,0.0002716255,0.0005615906,0.0004691542,0.0005826273,0.0004392605],"category_scores_gemma":[0.001538087,0.0003771981,0.0005183601,0.0006273926,0.0001798581,0.001079006,0.0003201508,0.0008358955,0.0001456106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926195,"about_ca_system_score_gemma":0.0005676408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0343389,"about_ca_topic_score_gemma":0.03105694,"domain_scores_codex":[0.999872,0.00001736559,0.00001025061,0.00003848391,0.00004004179,0.00002181124],"domain_scores_gemma":[0.99946,0.00025262,0.00008386842,0.0000464109,0.0001334245,0.0000236486],"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":[0.00006043577,0.00004201466,0.005670521,0.00001897093,0.00004329377,0.00002091702,0.00001968153,0.9682805,0.002660389,0.0004312447,0.0002291892,0.02252281],"study_design_scores_gemma":[0.000001250667,0.00000263165,0.001023876,6.986571e-7,0.000002774753,0.000001238021,0.00000141584,0.9986647,0.0001962758,0.00008075647,0.00002245629,0.000001883972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6356193,0.0003797159,0.361382,0.0001403833,0.0001057017,0.00001384353,0.0003980694,0.0006313766,0.001329572],"genre_scores_gemma":[0.9871259,0.0001111638,0.01198114,0.000008408952,0.00001539952,0.00000883243,0.0002779923,0.00001413881,0.0004570073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0343389,"threshold_uncertainty_score":0.06827801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087528498","doi":"10.1007/s10694-011-0239-4","title":"Evaluating Models for Predicting Full-Scale Fire Behaviour of Polyurethane Foam Using Cone Calorimeter Data","year":2011,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Cone calorimeter; Calorimeter (particle physics); Ignition system; Polyurethane; Flame spread; Combustion; Materials science; Composite material; Fire test; Nuclear engineering; Environmental science; Forensic engineering; Char; Engineering; Chemistry; Detector; Aerospace engineering","authors":[{"name":"John Uzodinma Ezinwa","is_ca":true},{"name":"Luke D. Robson","is_ca":true},{"name":"Matthew R. Obach","is_ca":true},{"name":"David A. Torvi","is_ca":true},{"name":"Elizabeth J. Weckman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1499009038595612,"gpt":0.3421917848219124,"spread":0.1922908809623512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742072,0.001420764,0.0009636419,0.0007906611,0.0004879613,0.000984731,0.001048128,0.001536678,0.0006093793],"category_scores_gemma":[0.004467265,0.000627813,0.0009893696,0.0004894825,0.0003900671,0.001048008,0.0004286273,0.0007455308,0.000231697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805693,"about_ca_system_score_gemma":0.001174847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0502576,"about_ca_topic_score_gemma":0.02074001,"domain_scores_codex":[0.9996418,0.000109894,0.00002943982,0.00008521025,0.00007756618,0.00005615353],"domain_scores_gemma":[0.9956897,0.003358754,0.0001817216,0.000159809,0.0004735841,0.0001363828],"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":[0.0001556073,0.0001041997,0.003874295,0.00002080591,0.00002899575,0.00001745469,0.00001249899,0.9896626,0.001082043,0.00006653975,0.00006114195,0.00491377],"study_design_scores_gemma":[0.000005436537,0.00003806449,0.0005057033,0.000001412192,0.000006732167,0.000002353137,0.000006183765,0.9985778,0.0008057544,0.00003219146,0.00001442576,0.000003993761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798387,0.0002177647,0.01842936,0.00005524706,0.00002642683,0.00006522322,0.0002734674,0.0003235412,0.0007702449],"genre_scores_gemma":[0.9943131,0.00007528206,0.004898819,0.00001041014,0.000006162749,0.00004537282,0.0002558354,0.00002660812,0.0003684398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0502576,"threshold_uncertainty_score":0.09993011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984645133","doi":"10.1007/s10694-015-0482-1","title":"Full-Scale Fire Test of an Intercity Train Car","year":2015,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Korea Railroad Research Institute","keywords":"Thermocouple; Ignition system; Fire test; Automotive engineering; Arc flash; Flame spread; Engineering; Environmental science; Simulation; Marine engineering; Forensic engineering; Combustion; Aerospace engineering; Structural engineering; Voltage; Electrical engineering","authors":[{"name":"Duck Hee Lee","is_ca":false},{"name":"Won Hee Park","is_ca":false},{"name":"Jungho Hwang","is_ca":false},{"name":"George Hadjisophocleous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01348025854456816,"gpt":0.2425080662458689,"spread":0.2290278077013007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003619425,0.0005257317,0.0005061093,0.0003454984,0.001111992,0.0002973109,0.001122929,0.00112719,0.003863312],"category_scores_gemma":[0.0005810629,0.0002856326,0.0005079173,0.0002191297,0.0004412203,0.0004660211,0.0007673468,0.0006793474,0.0009459304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004238193,"about_ca_system_score_gemma":0.000478238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065092,"about_ca_topic_score_gemma":0.01503542,"domain_scores_codex":[0.9997596,0.00002744196,0.00001074753,0.00004479523,0.00008154081,0.00007594925],"domain_scores_gemma":[0.9995091,0.00008454713,0.00001720911,0.00008286448,0.0001804386,0.0001259226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007020557,0.00348533,0.03488394,0.000222953,0.0002243107,0.004153396,0.002278245,0.0469818,0.8581321,0.0005456419,0.002646056,0.03942554],"study_design_scores_gemma":[0.000507301,0.02594415,0.1928985,0.000044197,0.0002952212,0.001391912,0.00394787,0.1225079,0.644454,0.0004851095,0.007324666,0.000199296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967942,0.00001225925,0.001583485,0.00003010116,0.00001343821,0.00002910268,0.0001879977,0.000122983,0.001226481],"genre_scores_gemma":[0.9975382,0.00001105706,0.0005432693,0.00002348869,0.00000224705,0.00001404308,0.0001901393,0.00001819343,0.001659376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065092,"threshold_uncertainty_score":0.02117789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010480081","doi":"10.1007/s10694-009-0098-4","title":"Evaluation of the Ignition of Diesel Fuels on Hot Surfaces","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ignition system; Diesel fuel; Minimum ignition energy; Materials science; Autoignition temperature; Gasoline; Flammable liquid; Waste management; Environmental science; Carbureted compression ignition model engine; Nuclear engineering; Homogeneous charge compression ignition; Chemistry; Thermodynamics; Combustion; Engineering","authors":[{"name":"A. J. Shaw","is_ca":true},{"name":"William S. Epling","is_ca":true},{"name":"Christy McKenna","is_ca":true},{"name":"Elizabeth J. Weckman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02672224119378938,"gpt":0.2773896827874636,"spread":0.2506674415936742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000282956,0.0003110076,0.0003851404,0.0006549528,0.000502162,0.0005249467,0.000414549,0.0005642553,0.001794355],"category_scores_gemma":[0.0006352288,0.0001694861,0.0003334956,0.0003018527,0.0003197457,0.0003664404,0.0003160492,0.0003548839,0.0002946861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00069469,"about_ca_system_score_gemma":0.0002519726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004409,"about_ca_topic_score_gemma":0.003183524,"domain_scores_codex":[0.9996529,0.00002751896,0.000008616998,0.00003559093,0.0002144394,0.00006108692],"domain_scores_gemma":[0.9996872,0.0001098536,0.00002184845,0.00002209027,0.0001295826,0.00002948743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001188825,0.0001396483,0.004755234,0.000138925,0.00002456491,0.0001307777,0.00009401958,0.003501922,0.9785092,0.0001670288,0.00009816692,0.0112516],"study_design_scores_gemma":[0.00001358789,0.0007602684,0.01179132,0.000004948354,0.00002081901,0.00007420589,0.0001275043,0.009323264,0.9773419,0.00003868122,0.0004963195,0.00000703089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973119,0.0002459301,0.001061694,0.00001197616,0.00001342549,0.00001658339,0.00005373642,0.00002059263,0.001264173],"genre_scores_gemma":[0.9981039,0.0001561771,0.0004082532,0.000005757647,0.00000322438,0.000005009377,0.0001059041,0.000009521096,0.001202281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003004409,"threshold_uncertainty_score":0.006002784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130142500","doi":"10.1007/s10694-013-0366-1","title":"A Framework for Risk-Informed Performance-Based Fire Protection Design for the Built Environment","year":2013,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Institute of Standards and Technology","keywords":"Principal (computer security); Risk analysis (engineering); Process (computing); Context (archaeology); Fire protection; Architectural engineering; Built environment; Building design; Computer science; Engineering; Management science; Computer security; Civil engineering; Business","authors":[{"name":"Andrés Álvarez","is_ca":false},{"name":"Brian J. Meacham","is_ca":false},{"name":"Nicholas A. Dembsey","is_ca":false},{"name":"J. Russell Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02469777778353415,"gpt":0.2389116968077384,"spread":0.2142139190242043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005371391,0.001997077,0.001438192,0.001515075,0.001109768,0.004100348,0.004280779,0.002640345,0.007000755],"category_scores_gemma":[0.008739297,0.0008900397,0.001345659,0.0007765563,0.003019699,0.003637355,0.004236155,0.002686834,0.0008703849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003194026,"about_ca_system_score_gemma":0.005538609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007810684,"about_ca_topic_score_gemma":0.007247532,"domain_scores_codex":[0.9969304,0.001033596,0.0001522546,0.0003879204,0.001154109,0.0003417869],"domain_scores_gemma":[0.9973249,0.001037434,0.0003188625,0.0002716224,0.0008482008,0.000198909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001916971,0.00004829399,0.0002605662,0.00006153465,0.00002972082,0.00006875655,0.0001501032,0.6870438,0.0008268796,0.2987175,0.0008373318,0.01193622],"study_design_scores_gemma":[0.00001474053,0.00004415802,0.00009205543,0.00005215228,0.00001929224,0.00002798289,0.00008525216,0.8170569,0.0004510429,0.1782661,0.003870364,0.00001994455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001388649,0.00007008605,0.9931198,0.0003818789,0.0000241989,0.00005597695,0.00002654649,0.00008862098,0.004844207],"genre_scores_gemma":[0.422727,0.0004456665,0.5696247,0.0002403925,0.000093492,0.0005692611,0.0001763061,0.0001794932,0.005943688],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007810684,"threshold_uncertainty_score":0.02840698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076394619","doi":"10.1007/s10694-012-0271-z","title":"Fire Extinguishing Agents for Protection of Occupied Spaces in Military Ground Vehicles","year":2012,"lang":"en","type":"article","venue":"Fire Technology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Naval Research Laboratory; National Research Council Canada","keywords":"Environmental science; Fire protection; Waste management; Engineering; Forensic engineering; Environmental protection; Civil engineering","authors":[{"name":"Steven E. Hodges","is_ca":false},{"name":"Steven J. McCormick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1062863675914712,"gpt":0.4316653097037916,"spread":0.3253789421123204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415629,0.0002560262,0.0002703111,0.0005638386,0.0006519743,0.000545173,0.0005487059,0.000351181,0.004733947],"category_scores_gemma":[0.001022261,0.0001123792,0.0003623705,0.0001922642,0.000150944,0.000300169,0.0003999126,0.0003281504,0.0004158248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983619,"about_ca_system_score_gemma":0.000635181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229907,"about_ca_topic_score_gemma":0.004519526,"domain_scores_codex":[0.9996544,0.0001123016,0.00002426941,0.00002821564,0.00010462,0.00007615652],"domain_scores_gemma":[0.9996175,0.0001558034,0.00008621127,0.00001921472,0.00008619894,0.00003521659],"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":[0.006843975,0.003209076,0.02816385,0.001550597,0.000148494,0.001509911,0.003113573,0.003921918,0.3403231,0.002420045,0.00198221,0.6068133],"study_design_scores_gemma":[0.0004520983,0.01849233,0.1188474,0.001161126,0.0009772499,0.00201902,0.005751656,0.009072573,0.7871572,0.001045069,0.05494959,0.00007478183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843004,0.004963965,0.003861796,0.0001395388,0.00007710036,0.000197919,0.00006748571,0.00004374509,0.006347954],"genre_scores_gemma":[0.985055,0.00297713,0.005206678,0.00008010898,0.00002309547,0.00006098539,0.00006762974,0.00002657572,0.006502751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004733947,"threshold_uncertainty_score":0.01583666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1565959197","doi":"10.1023/a:1019830015147","title":"How Design Fires Can be Used in Fire Hazard Analysis","year":2002,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Stairs; Fire safety; Fire protection engineering; Architectural engineering; Smoke; Engineering; Fire protection; Computer science; Transport engineering; Civil engineering","authors":[{"name":"D. Yung","is_ca":true},{"name":"Noureddine Bénichou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02554627349018083,"gpt":0.2255589627166004,"spread":0.2000126892264196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816225,0.0008421025,0.0007043257,0.001289834,0.001376263,0.002955812,0.001373536,0.001939269,0.01118894],"category_scores_gemma":[0.009490795,0.001076094,0.001458705,0.0008734796,0.001816712,0.004641112,0.001609563,0.001986607,0.001764518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006110517,"about_ca_system_score_gemma":0.0007543248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003656485,"about_ca_topic_score_gemma":0.00471967,"domain_scores_codex":[0.9989334,0.0004869252,0.00005132758,0.0001203198,0.0003190918,0.00008894716],"domain_scores_gemma":[0.9972842,0.001614795,0.0001167189,0.0006404284,0.0002857638,0.00005804161],"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":[0.0001319201,0.0002248004,0.004388425,0.0003869103,0.0001593599,0.0003529009,0.001183798,0.3062386,0.009725737,0.4799432,0.00425755,0.1930069],"study_design_scores_gemma":[0.0000510635,0.0001055874,0.001138599,0.0001533253,0.0001126206,0.0004967016,0.0006005546,0.4193475,0.01215091,0.5344984,0.03126613,0.00007873177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01113488,0.0001425967,0.9761826,0.0002858162,0.00007417006,0.00005792753,0.00005756797,0.0004786459,0.01158579],"genre_scores_gemma":[0.3007225,0.0005564736,0.6855513,0.000256123,0.00005153309,0.0002128738,0.0001396411,0.0003865117,0.01212305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01118894,"threshold_uncertainty_score":0.0374307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045311579","doi":"10.1007/s10694-009-0118-4","title":"Predicting the Fire Resistance of Wood–Steel–Wood Timber Connections","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"FPInnovations; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Fastener; Fire resistance; Structural engineering; Thermal; Finite element method; Thermal resistance; Reduction (mathematics); Fireproofing; Fire performance; Materials science; Composite material; Environmental science; Engineering; Mathematics","authors":[{"name":"Lei Peng","is_ca":true},{"name":"George Hadjisophocleus","is_ca":true},{"name":"J. R. Mehaffey","is_ca":true},{"name":"Mohammad Mohammad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008205639452811291,"gpt":0.1940652295964772,"spread":0.1858595901436658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004609358,0.0006092443,0.0002971607,0.0006457643,0.0002964476,0.0004406338,0.0004324925,0.0008056297,0.001524379],"category_scores_gemma":[0.001759018,0.0004071842,0.0004070428,0.0003945393,0.0002280044,0.0006204962,0.0001645844,0.000454243,0.0004320897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560859,"about_ca_system_score_gemma":0.0002121219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369697,"about_ca_topic_score_gemma":0.008333749,"domain_scores_codex":[0.9998742,0.00002402972,0.000005901623,0.00003908012,0.0000314397,0.00002518236],"domain_scores_gemma":[0.9991272,0.0005833486,0.00009543943,0.00005567474,0.00009109083,0.00004727885],"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":[0.0001656795,0.0000780713,0.03647457,0.00001634899,0.00002260082,0.00006840711,0.00001759982,0.9419651,0.01015101,0.0001970048,0.0001332619,0.01071038],"study_design_scores_gemma":[0.00000472416,0.00006167006,0.01658167,0.000001796094,0.00001115242,0.00002408319,0.00001780244,0.9773871,0.005621803,0.0002003699,0.00008177221,0.00000597372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924951,0.00003048166,0.006501334,0.00001177685,0.000005783209,0.000006636099,0.00006768808,0.00007449269,0.0008066907],"genre_scores_gemma":[0.9988425,0.00001169709,0.0008214784,0.000001167719,0.000001295451,0.000001817771,0.00004403349,0.00000682355,0.0002691489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005369697,"threshold_uncertainty_score":0.01067686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972128546","doi":"10.1007/s10694-019-00901-0","title":"Finite Element Modelling of Post-tensioned Timber Beams at Ambient and Fire Conditions","year":2019,"lang":"en","type":"article","venue":"Fire Technology","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deflection (physics); Orthotropic material; Finite element method; Structural engineering; Beam (structure); Fire performance; Engineering; Fire protection engineering; Software; Mechanical engineering; Computer science; Fire resistance; Materials science","authors":[{"name":"Hailey Quiquero","is_ca":false},{"name":"John Gales","is_ca":true},{"name":"Anthony Abu","is_ca":false},{"name":"Rwayda Kh. S. Al‐Hamd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106734883061482,"gpt":0.1875673755093085,"spread":0.1765000266786937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837777,0.000367001,0.0004581628,0.000397916,0.000336304,0.0005957851,0.001066777,0.001413363,0.004138487],"category_scores_gemma":[0.0006840912,0.000474738,0.0004507156,0.0003954483,0.0005902495,0.0004211577,0.0002798956,0.0004198244,0.0005361889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075695,"about_ca_system_score_gemma":0.0005510208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405529,"about_ca_topic_score_gemma":0.008644501,"domain_scores_codex":[0.9998307,0.00003407655,0.000009133662,0.00002383146,0.00007229447,0.00002982278],"domain_scores_gemma":[0.9996924,0.0001703733,0.00003328567,0.00003013498,0.00005728106,0.00001648873],"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":[0.00006273285,0.00006277517,0.001224287,0.00003936733,0.00001164291,0.00007994026,0.0001096778,0.9789259,0.01291233,0.0009220028,0.0001478589,0.005501437],"study_design_scores_gemma":[0.000004933503,0.00003885863,0.001260476,0.000006656689,0.000004990796,0.0000223371,0.00005129657,0.9951815,0.002901773,0.0001690234,0.0003508553,0.000007215046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531879,0.0002800979,0.1275499,0.0001184342,0.00005502094,0.00006616431,0.0005970562,0.000293846,0.01785153],"genre_scores_gemma":[0.9858482,0.0001110105,0.008427236,0.00001378341,0.000003446567,0.00004243939,0.0001674382,0.00004153709,0.005345075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006405529,"threshold_uncertainty_score":0.01384467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992397833","doi":"10.1007/s10694-010-0143-3","title":"Investigation on the Performance of Fire Detection Systems for Tunnel Applications––Part 2: Full-Scale Experiments Under Longitudinal Airflow Conditions","year":2010,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Fire Protection Research Foundation","keywords":"Airflow; Fire detection; Smoke; Environmental science; Engineering; Meteorology; Marine engineering; Waste management; Mechanical engineering; Architectural engineering; Geography","authors":[{"name":"Z. G. Liu","is_ca":true},{"name":"Ahmed Kashef","is_ca":true},{"name":"G. D. Lougheed","is_ca":true},{"name":"G. Crampton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296961483365957,"gpt":0.2480238809928132,"spread":0.2250542661591536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006646364,0.0004878541,0.0006116565,0.00015517,0.0005180002,0.0002965836,0.0004295828,0.0006297373,0.001653959],"category_scores_gemma":[0.001170521,0.0002631109,0.0003819142,0.0001139811,0.0003358497,0.0006483044,0.0004329362,0.0003784311,0.0003304267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031473,"about_ca_system_score_gemma":0.0003000494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218243,"about_ca_topic_score_gemma":0.001128358,"domain_scores_codex":[0.9997507,0.00004242425,0.00001982946,0.00005821602,0.0000724745,0.00005646333],"domain_scores_gemma":[0.9990734,0.0003482278,0.0000937249,0.0001122613,0.0003060895,0.00006630947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001201644,0.0004192326,0.002708373,0.0001120006,0.00001650458,0.00005272683,0.0001003926,0.007004029,0.981838,0.00004474744,0.0001156463,0.006386635],"study_design_scores_gemma":[0.000106566,0.007058471,0.01654865,0.00001081701,0.00003771016,0.0001300013,0.0001217153,0.04252134,0.9327732,0.00005464738,0.0006069048,0.00002998561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995986,0.00006009758,0.00356048,0.00001676302,0.0000114602,0.00003547343,0.0000901793,0.00006270358,0.0001767519],"genre_scores_gemma":[0.9967068,0.00004798445,0.002435534,0.00001447604,0.000006366435,0.0000347803,0.0001195473,0.00001137742,0.0006232301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001653959,"threshold_uncertainty_score":0.005533099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044872133","doi":"10.1007/s10694-009-0102-z","title":"Photoluminescent Stairway Installation for Evacuation in Office Buildings","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Public Works and Government Services Canada","keywords":"Transport engineering; Engineering; Aeronautics; Architectural engineering","authors":[{"name":"Guylène Proulx","is_ca":true},{"name":"Noureddine Bénichou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00635368929676654,"gpt":0.2290744610261546,"spread":0.222720771729388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771639,0.0002381458,0.0002391411,0.0003965814,0.0007613646,0.000324148,0.0005383044,0.0006071242,0.003393936],"category_scores_gemma":[0.0005462492,0.0002940628,0.0003600029,0.0002306065,0.0002958838,0.0004451302,0.0003699226,0.0003500359,0.0004756212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844727,"about_ca_system_score_gemma":0.0002798361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009934693,"about_ca_topic_score_gemma":0.002097481,"domain_scores_codex":[0.9998149,0.00004589445,0.00000496665,0.00003635338,0.00005031499,0.00004749534],"domain_scores_gemma":[0.9996693,0.0001010971,0.00004257399,0.00005987393,0.00008855023,0.00003858153],"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":[0.001934568,0.0002012883,0.005323269,0.0002033193,0.00002096772,0.0004296676,0.0007754183,0.002746557,0.9513785,0.0002751466,0.001127978,0.03558324],"study_design_scores_gemma":[0.0001158848,0.001915586,0.03955889,0.0000375286,0.00007979894,0.0007542617,0.0008521451,0.009866305,0.9400741,0.0001038661,0.00658094,0.0000605702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789596,0.0001647209,0.01603875,0.0001066661,0.00003852895,0.00005025564,0.00008721056,0.0004437763,0.00411047],"genre_scores_gemma":[0.9925811,0.00005545142,0.004834117,0.00003116953,0.000005184237,0.00001498573,0.0000281745,0.00002532488,0.002424379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003393936,"threshold_uncertainty_score":0.01135391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2746342842","doi":"10.1007/s10694-017-0672-0","title":"Examining the Role of Fire Prevention on Hoarding Response Teams: Vancouver Fire and Rescue Services as a Case Study","year":2017,"lang":"en","type":"article","venue":"Fire Technology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hoarding (animal behavior); Firefighting; Occupational safety and health; Fire protection; Business; Mental health; Poison control; Fire safety; Suicide prevention; Computer security; Psychology; Forensic engineering; Operations management; Medical emergency; Engineering; Medicine; Computer science; Risk analysis (engineering); Psychiatry; Civil engineering; Geography","authors":[{"name":"Navio Kwok","is_ca":true},{"name":"Christiana Bratiotis","is_ca":false},{"name":"May Luu","is_ca":true},{"name":"Nathanael Lauster","is_ca":true},{"name":"Kate Kysow","is_ca":true},{"name":"Sheila R. Woody","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381632238502962,"gpt":0.3209393740050129,"spread":0.2971230516199833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002956923,0.0004976196,0.0004606986,0.001771995,0.01515407,0.004120865,0.003112743,0.003427936,0.003623009],"category_scores_gemma":[0.008378873,0.0008643043,0.0004267673,0.002592293,0.002710704,0.001224695,0.003631805,0.003902558,0.0003824713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02286394,"about_ca_system_score_gemma":0.03466934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7494845,"about_ca_topic_score_gemma":0.9356878,"domain_scores_codex":[0.9960611,0.001577463,0.00009629363,0.0001805995,0.0006157252,0.001468707],"domain_scores_gemma":[0.9925345,0.002684336,0.0007342394,0.0003048199,0.001910275,0.001831742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004977466,0.01020457,0.4984834,0.0006898069,0.0001630606,0.01826841,0.3512124,0.0008147216,0.001619492,0.0053401,0.009647266,0.103059],"study_design_scores_gemma":[0.0001459266,0.001101539,0.1999009,0.0006697265,0.0001282439,0.002713645,0.778985,0.001282896,0.0005529179,0.0006356759,0.01381257,0.00007098956],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991205,0.0003002608,0.0001211794,0.001277425,0.00002272818,0.0001728443,0.00005127534,0.000003621754,0.006845761],"genre_scores_gemma":[0.9937642,0.0007739708,0.0006895419,0.0005389967,0.00001599439,0.0001323965,0.00005923519,0.000008372622,0.004017347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505155,"threshold_uncertainty_score":0.5039816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002029788","doi":"10.1007/s10694-007-0008-6","title":"Study of Explosion Protection in a Small Compartment","year":2007,"lang":"en","type":"article","venue":"Fire Technology","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Ministère de la Défense Nationale","keywords":"Deflagration; Compartment (ship); Gas explosion; Nuclear engineering; Generator (circuit theory); Gas generator; Automotive engineering; Environmental science; Detonation; Forensic engineering; Engineering; Mechanical engineering; Chemistry; Explosive material; Power (physics); Physics","authors":[{"name":"Andrew Kim","is_ca":true},{"name":"Zhigang Liu","is_ca":true},{"name":"G. Crampton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03194674283537311,"gpt":0.2483556128797767,"spread":0.2164088700444036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001023439,0.0002350663,0.0004052501,0.0002071313,0.0003760594,0.0003102609,0.0004608429,0.0004744206,0.001989758],"category_scores_gemma":[0.0003570804,0.0001108574,0.000242309,0.0001971815,0.0003910286,0.0002938932,0.000278665,0.0002705955,0.0001938406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296647,"about_ca_system_score_gemma":0.0003251763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531123,"about_ca_topic_score_gemma":0.0009072189,"domain_scores_codex":[0.9999527,0.000008899849,0.00000164883,0.000009930363,0.00001390888,0.00001284877],"domain_scores_gemma":[0.9997991,0.0001195297,0.00001621198,0.00001658436,0.00002642466,0.00002219745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001803065,0.0002255793,0.003291259,0.0002550363,0.0000467287,0.001101627,0.0003258993,0.07103802,0.9076722,0.004522258,0.0001402191,0.009578086],"study_design_scores_gemma":[0.000163145,0.003296374,0.02305461,0.00003125696,0.0001174004,0.00106397,0.0005131257,0.3898376,0.5756926,0.00171227,0.00447434,0.000043371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946701,0.0002149137,0.003538736,0.00002338045,0.000006759099,0.000009429895,0.00002365912,0.00001747111,0.001495507],"genre_scores_gemma":[0.9974384,0.0001283552,0.0006872698,0.00000415648,0.000003406737,0.000003440149,0.00002550853,0.000007504796,0.001701887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989758,"threshold_uncertainty_score":0.006656408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1552703247","doi":"10.1023/a:1015414827695","title":"Fire Resistance Performance of Lightweight Wood-Framed Assemblies","year":2000,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Charring; Fire resistance; Engineering; Fire protection engineering; Forensic engineering; Fire safety; Impact resistance; Civil engineering; Environmental science; Construction engineering; Architectural engineering; Materials science; Composite material","authors":[{"name":"Noureddine Bénichou","is_ca":true},{"name":"Mohamed A. Sultan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004918395083657079,"gpt":0.205903336689784,"spread":0.2009849416061269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004209743,0.000487197,0.000486592,0.000487554,0.0003437451,0.0003922476,0.0004323443,0.0004741417,0.003232617],"category_scores_gemma":[0.001207231,0.0002157985,0.0003615115,0.0002335561,0.0002361518,0.0003805558,0.0002780726,0.0003155623,0.0008711004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118684,"about_ca_system_score_gemma":0.0001260627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005883093,"about_ca_topic_score_gemma":0.000536543,"domain_scores_codex":[0.9996794,0.0000406641,0.00001553865,0.00003450012,0.0001335619,0.00009634133],"domain_scores_gemma":[0.999278,0.0002468509,0.0001480978,0.00007804644,0.0001618491,0.00008720536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003527453,0.0002237963,0.00430971,0.0001398091,0.00003420307,0.0003929306,0.0004097083,0.03729493,0.915582,0.0004513551,0.0005043661,0.0371297],"study_design_scores_gemma":[0.00009450896,0.007266038,0.04378941,0.00006931153,0.00013162,0.0004954991,0.0004044045,0.1128583,0.8317607,0.0002103675,0.002855161,0.00006465845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967114,0.0001332432,0.001914965,0.000009984793,0.00001575813,0.00000409686,0.00003090159,0.0000755646,0.001104013],"genre_scores_gemma":[0.9982601,0.00004415129,0.0004209405,0.000005866125,0.00000302576,0.000002874247,0.00007688726,0.0000190623,0.001167148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003232617,"threshold_uncertainty_score":0.01081419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319596722","doi":"10.1007/s10694-023-01371-1","title":"Roxborough Park Community Wildfire Evacuation Drill: Data Collection and Model Benchmarking","year":2023,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; University of Colorado Boulder; National Institute of Standards and Technology; Horizon 2020 Framework Programme; Lunds Universitet; RMIT University; Universidad de Cantabria; European Commission; U.S. Department of Commerce; Fire Protection Research Foundation; Imperial College London","keywords":"Benchmarking; Drill; Data collection; Engineering; Transport engineering; Environmental science; Forensic engineering; Computer science; Business; Statistics","authors":[{"name":"S. Gwynne","is_ca":false},{"name":"Enrico Ronchi","is_ca":false},{"name":"Jonathan Wahlqvist","is_ca":false},{"name":"Arturo Cuesta","is_ca":false},{"name":"Javier González‐Villa","is_ca":false},{"name":"Erica D. Kuligowski","is_ca":false},{"name":"Amanda Kimball","is_ca":false},{"name":"Guillermo Rein","is_ca":false},{"name":"Max Kinateder","is_ca":true},{"name":"Noureddine Bénichou","is_ca":true},{"name":"Hui Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03873732058073268,"gpt":0.2724278314773267,"spread":0.233690510896594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007982431,0.0009498717,0.000727325,0.001535924,0.0007247539,0.00119046,0.00247581,0.001639761,0.00210497],"category_scores_gemma":[0.01366534,0.0004132117,0.0009090434,0.002184729,0.0009252284,0.001449469,0.001649291,0.001638602,0.0007110134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427591,"about_ca_system_score_gemma":0.002672214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09041183,"about_ca_topic_score_gemma":0.1006487,"domain_scores_codex":[0.9966518,0.001610868,0.000256148,0.0006508959,0.0005373572,0.0002928526],"domain_scores_gemma":[0.9911039,0.004178757,0.0004114082,0.001440445,0.002515914,0.0003496532],"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":[0.001544898,0.002738557,0.1206854,0.001299518,0.0004811769,0.0009191969,0.001710806,0.718785,0.002505272,0.006078378,0.08332952,0.05992224],"study_design_scores_gemma":[0.0005798712,0.0009187455,0.07435643,0.0004337494,0.0001016807,0.000226082,0.00403909,0.8600655,0.005367117,0.004148046,0.04957864,0.0001851384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871211,0.0005377887,0.01529634,0.00159341,0.0002287307,0.001279046,0.08338771,0.002419665,0.008136101],"genre_scores_gemma":[0.724758,0.0004176688,0.06540272,0.0003430065,0.00006529041,0.002126323,0.2040703,0.0004892155,0.002327353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09041183,"threshold_uncertainty_score":0.1797712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385732792","doi":"10.1007/s10694-023-01472-x","title":"Fire Performance of Corroded Reinforced Concrete Columns","year":2023,"lang":"en","type":"article","venue":"Fire Technology","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Queen's University","funders":"","keywords":"Spall; Corrosion; Reinforced concrete; Column (typography); Materials science; Fire resistance; Structural engineering; Composite material; Forensic engineering; Engineering","authors":[{"name":"Shashank Chandra","is_ca":false},{"name":"Umesh Kumar Sharma","is_ca":false},{"name":"Mark F. Green","is_ca":true},{"name":"John Gales","is_ca":true},{"name":"Pradeep Bhargava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009309283250875756,"gpt":0.2046487071200814,"spread":0.1953394238692057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958177,0.0002132868,0.0003166584,0.0002660281,0.0003142734,0.0003619401,0.0003523068,0.000432554,0.002758895],"category_scores_gemma":[0.0005326003,0.0001848838,0.0002724846,0.0001739285,0.000235657,0.0002277576,0.00017488,0.0003215206,0.0005744844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642409,"about_ca_system_score_gemma":0.0001960682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005376412,"about_ca_topic_score_gemma":0.007135215,"domain_scores_codex":[0.9998574,0.00001223581,0.000007143787,0.0000218593,0.0000580734,0.00004320149],"domain_scores_gemma":[0.9995875,0.0001103114,0.00004380179,0.00002724631,0.0001726291,0.00005845512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003486429,0.000253511,0.01450146,0.00008929492,0.00006260217,0.000349807,0.0001500642,0.02164031,0.9479235,0.000155817,0.0002312364,0.01115604],"study_design_scores_gemma":[0.00003299539,0.002054863,0.06397513,0.00001518931,0.00005035618,0.0002357867,0.0002004249,0.02322351,0.9095495,0.00004297763,0.000593174,0.00002612449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992372,0.0000741613,0.0001627337,0.000004321257,0.000004979113,0.000001557933,0.0000448656,0.00001108942,0.0004591231],"genre_scores_gemma":[0.9985048,0.0000476921,0.00006655002,0.000004247792,0.000001233269,6.754589e-7,0.00007782942,0.000005674089,0.001291353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005376412,"threshold_uncertainty_score":0.01069021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013349937","doi":"10.1007/s10694-009-0117-5","title":"Assessment of the Use of Fire Dynamics Simulator in Performance-Based Design","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fire Dynamics Simulator; Environmental science; Ignition system; Fire test; Marine engineering; Simulation; Engineering; Scale (ratio); Meteorology; Computational fluid dynamics; Civil engineering; Aerospace engineering","authors":[{"name":"Ehab Zalok","is_ca":true},{"name":"George Hadjisophocleous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02315584989623858,"gpt":0.2519943526961988,"spread":0.2288385027999602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004839568,0.0007029387,0.0003261406,0.0008777598,0.0003427268,0.0009363559,0.001064144,0.000947118,0.00157387],"category_scores_gemma":[0.02244871,0.0003181596,0.0003724255,0.0004130061,0.0002892836,0.0009967046,0.000615671,0.0003553261,0.000297182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009253403,"about_ca_system_score_gemma":0.0008044764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765038,"about_ca_topic_score_gemma":0.003182677,"domain_scores_codex":[0.997118,0.001547311,0.000131509,0.0001372752,0.0009705179,0.00009542699],"domain_scores_gemma":[0.9743508,0.01766455,0.001227149,0.002415775,0.003920065,0.0004216085],"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":[0.004947687,0.003044352,0.06747445,0.0004858243,0.0003239735,0.000184579,0.0007086581,0.564916,0.06991963,0.002620782,0.0006952339,0.2846788],"study_design_scores_gemma":[0.0002217841,0.007160388,0.03465492,0.00008181827,0.0003064939,0.0001874186,0.0002925976,0.9050484,0.04784845,0.0007729816,0.00336523,0.00005958812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544324,0.0002028437,0.03629429,0.0001315557,0.0000253145,0.0001664653,0.0001326296,0.0003657505,0.008248764],"genre_scores_gemma":[0.9851679,0.00006077122,0.01410257,0.00001618585,0.000003324231,0.00002724542,0.00006484745,0.0000334327,0.000523776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004839568,"threshold_uncertainty_score":0.02559441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030688497","doi":"10.1007/s10694-009-0090-z","title":"Furnace Testing of Full-Scale Gypsum Steel Stud Non-Load Bearing Wall Assemblies: Results of Multi-Laboratory Testing in Canada, Japan, and USA","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Standards and Technology; Southwest Research Institute","keywords":"Engineering; Gypsum; Fire test; Load bearing; Consistency (knowledge bases); Bearing (navigation); Structural engineering; Scale (ratio); Forensic engineering; Full scale; Metallurgy; Materials science; Computer science","authors":[{"name":"Samuel L. Manzello","is_ca":false},{"name":"William L. Grosshandler","is_ca":false},{"name":"Tensei Mizukami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283906942816836,"gpt":0.2164108477785941,"spread":0.2035717783504257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054395,0.0004819337,0.0004451822,0.0006946066,0.001280268,0.0002756873,0.0006641517,0.0005477048,0.001022325],"category_scores_gemma":[0.0006608715,0.0003683487,0.0006375554,0.0004462303,0.0005226451,0.0003742194,0.0004219192,0.0003669826,0.0003682317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716552,"about_ca_system_score_gemma":0.0008822524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684184,"about_ca_topic_score_gemma":0.0612353,"domain_scores_codex":[0.9995455,0.00007169473,0.00002280965,0.00008279341,0.0001992859,0.00007797008],"domain_scores_gemma":[0.9991989,0.0001981179,0.00007519795,0.00007167819,0.0003305253,0.0001256596],"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":[0.001122002,0.0003885222,0.0148755,0.00007469205,0.00002587775,0.0001827579,0.001210818,0.002245105,0.9658481,0.0001271701,0.0001824135,0.01371701],"study_design_scores_gemma":[0.0001050826,0.003837119,0.08751292,0.00001538392,0.0001165583,0.0002281696,0.0009183363,0.004694191,0.9009402,0.00005778121,0.001542537,0.00003182881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979821,0.00004241734,0.001377473,0.000006025763,0.00000308384,0.000017783,0.00005853538,0.00005994054,0.0004525311],"genre_scores_gemma":[0.9963239,0.00005302812,0.002308586,0.000005827058,0.000001687831,0.00001740668,0.000155178,0.00002999488,0.001104275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9831582,"threshold_uncertainty_score":0.03348762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406346863","doi":"10.1007/s10694-024-01668-9","title":"A Virtual Reality Experiment on Visual and Auditory Guidance for Egress in Road Tunnel Fires","year":2025,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Institutes of Health","keywords":"Signage; Sensory cue; Virtual reality; Driving simulator; Computer science; Human–computer interaction; Simulation; Psychology; Cognitive psychology; Advertising","authors":[{"name":"Yuxin Zhang","is_ca":true},{"name":"Max Kinateder","is_ca":true},{"name":"Anne Templeton","is_ca":false},{"name":"William H. Warren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009026412110082791,"gpt":0.2888858850970643,"spread":0.2798594729869814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086566,0.0007465016,0.0005102635,0.0002691066,0.0007401074,0.001027974,0.001137839,0.001557825,0.006351663],"category_scores_gemma":[0.009171464,0.0005593158,0.0004171242,0.0001400796,0.0009456163,0.00133025,0.001650962,0.001045458,0.0004987681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951774,"about_ca_system_score_gemma":0.0005283059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612937,"about_ca_topic_score_gemma":0.001869477,"domain_scores_codex":[0.9993018,0.0003207251,0.00004979951,0.000118785,0.00008815316,0.0001207081],"domain_scores_gemma":[0.9954872,0.0033881,0.0001638381,0.0004563898,0.0001583915,0.0003460812],"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":[0.1016717,0.07367827,0.01677269,0.00226164,0.0005714511,0.003284782,0.107082,0.08955336,0.4478155,0.0123383,0.004424385,0.1405459],"study_design_scores_gemma":[0.02462714,0.237125,0.2042139,0.0009841046,0.00173773,0.003257192,0.0491203,0.2496573,0.1681699,0.02601489,0.03355251,0.001540019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966364,0.00002056224,0.001475018,0.00003005277,0.00002684255,0.00008271802,0.00006078224,0.00003654578,0.001630944],"genre_scores_gemma":[0.995382,0.00004028186,0.002471388,0.00004294979,0.00001285406,0.0001706021,0.00009003458,0.00002397692,0.001765995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006351663,"threshold_uncertainty_score":0.0212484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026464758","doi":"10.1007/s10694-012-0297-2","title":"Uncertainty in Estimating the Fire Control Effectiveness of Sprinklers from New Zealand Fire Incident Reports","year":2012,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación","keywords":"Engineering; Fire protection; Poison control; Fire protection engineering; Limiting; Fire safety; Forensic engineering; Firefighting; Active fire protection; Risk assessment; Transport engineering; Architectural engineering; Civil engineering; Computer security; Computer science; Environmental health; Geography","authors":[{"name":"Kevin Frank","is_ca":false},{"name":"Michael Spearpoint","is_ca":false},{"name":"Neil Challands","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006223018795236397,"gpt":0.2351980501694506,"spread":0.2289750313742142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005685797,0.0006319823,0.0007105552,0.001312161,0.0003136861,0.001606429,0.000763793,0.000662192,0.000409466],"category_scores_gemma":[0.04650115,0.0005409136,0.000724289,0.0009188849,0.0006422192,0.001699186,0.0008103174,0.001036834,0.000139885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013087,"about_ca_system_score_gemma":0.0009384678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1114699,"about_ca_topic_score_gemma":0.06230691,"domain_scores_codex":[0.9973628,0.000683024,0.0002817404,0.0004184933,0.001054562,0.000199276],"domain_scores_gemma":[0.9773004,0.01696902,0.002375226,0.001017493,0.00216809,0.0001697191],"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":[0.001152135,0.00007072873,0.1179961,0.0001158159,0.0002707797,0.0002363297,0.0003828737,0.8386728,0.003073413,0.0009450354,0.0002239611,0.03685996],"study_design_scores_gemma":[0.00004389701,0.0002514293,0.1542903,0.00004198111,0.000131479,0.0001165466,0.0003039812,0.8379534,0.004708435,0.001448932,0.000622965,0.00008654742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728279,0.0002633156,0.02536713,0.00008434914,0.00001022026,0.00002812529,0.000323081,0.00005357739,0.001042412],"genre_scores_gemma":[0.9972632,0.00006959402,0.002100284,0.000006094132,0.000006670473,0.000008532657,0.0003583858,0.000007268924,0.0001799468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114699,"threshold_uncertainty_score":0.2216422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986102101","doi":"10.1007/s10694-012-0278-5","title":"Development of a Sensing Device to Reduce the Risk from Kitchen Fires","year":2012,"lang":"en","type":"article","venue":"Fire Technology","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fire hazard; Hazard; Smoke; Fire detection; Ignition system; Environmental science; Engineering; Computer security; Waste management; Computer science; Architectural engineering; Environmental protection","authors":[{"name":"Brent Lushaka","is_ca":true},{"name":"Ehab Zalok","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03286739385853799,"gpt":0.326936290100512,"spread":0.294068896241974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007321855,0.0006131942,0.0004074803,0.0005240431,0.0003219337,0.0005101949,0.001298864,0.001189484,0.002418559],"category_scores_gemma":[0.001143304,0.0003518538,0.0005126905,0.000201805,0.0002138115,0.0007625809,0.0004903853,0.0005246949,0.0005045571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945996,"about_ca_system_score_gemma":0.0005127569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267468,"about_ca_topic_score_gemma":0.0004721644,"domain_scores_codex":[0.9995877,0.00007583734,0.00002778079,0.00009865448,0.0001707045,0.00003926076],"domain_scores_gemma":[0.9993175,0.0002302907,0.00007447871,0.00005854326,0.0002697169,0.00004945404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007068935,0.001051977,0.0162082,0.0006120782,0.0001203226,0.0006226765,0.0003104963,0.002991864,0.724493,0.002678588,0.003732003,0.2464719],"study_design_scores_gemma":[0.0003027692,0.008709982,0.0308229,0.0002127078,0.0004588718,0.002703117,0.0004611126,0.06932819,0.8524969,0.002022578,0.0323021,0.0001788457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3244011,0.001442891,0.6585224,0.001868347,0.001375526,0.001485929,0.0005261257,0.002003626,0.008374005],"genre_scores_gemma":[0.5675229,0.0008190038,0.4212215,0.001479062,0.000177948,0.0007048646,0.0002795329,0.00007058625,0.007724569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002418559,"threshold_uncertainty_score":0.008090854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119704657","doi":"10.1007/s10694-020-01055-0","title":"Hierarchical Temporal Memory Continuous Learning Algorithms for Fire State Determination","year":2021,"lang":"en","type":"article","venue":"Fire Technology","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Fire detection; Fire protection; Computer science; State (computer science); Engineering; Architectural engineering; Algorithm; Civil engineering","authors":[{"name":"Noah L. Ryder","is_ca":true},{"name":"Justin A. Geiman","is_ca":false},{"name":"Elizabeth J. Weckman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317474359613347,"gpt":0.2696740538817616,"spread":0.2564993102856281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289383,0.0005608741,0.001011396,0.00103038,0.0005777309,0.001020284,0.002209355,0.001018911,0.002467626],"category_scores_gemma":[0.004306804,0.0004064638,0.0005714369,0.001372534,0.0006318574,0.001814243,0.001306806,0.001968695,0.0005438842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008979099,"about_ca_system_score_gemma":0.001401966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257883,"about_ca_topic_score_gemma":0.01352021,"domain_scores_codex":[0.9994861,0.00009306447,0.00004101229,0.00015981,0.000138272,0.00008165972],"domain_scores_gemma":[0.9976872,0.001299662,0.0002067399,0.0003058759,0.0004215999,0.00007887177],"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":[0.0002654967,0.0002153588,0.002167192,0.00008192155,0.00007738836,0.00004075222,0.00007917349,0.422025,0.004845529,0.01203606,0.002624,0.5555422],"study_design_scores_gemma":[0.000004424852,0.0000151576,0.000192453,0.000003046076,0.000005420397,0.00000700358,0.000004698444,0.9956114,0.0008017906,0.003165605,0.0001852141,0.000003853628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01885235,0.0004411102,0.9792626,0.00008814139,0.00004387973,0.00002171844,0.00007756435,0.0005517518,0.0006610286],"genre_scores_gemma":[0.6198809,0.0004820093,0.3743751,0.0001551493,0.0001320338,0.0001347618,0.0005102096,0.0001531914,0.004176708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01257883,"threshold_uncertainty_score":0.02501124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093014883","doi":"10.1007/s10694-009-0115-7","title":"Instrumentation Design for HRR Measurements in a Large-Scale Fire Facility","year":2009,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Thermocouple; Instrumentation (computer programming); Combustor; Turbulence; Environmental science; Calibration; Gas burner; Computational fluid dynamics; Nuclear engineering; Mockup; Fire Dynamics Simulator; Sampling (signal processing); Meteorology; Engineering; Aerospace engineering; Combustion; Physics; Chemistry; Detector; Computer science; Electrical engineering","authors":[{"name":"Yoon Ko","is_ca":true},{"name":"Richard Michels","is_ca":true},{"name":"George Hadjisophocleous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03044873789623808,"gpt":0.2708266918387731,"spread":0.240377953942535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002102631,0.0008180229,0.0006897314,0.0007238145,0.002091779,0.001056367,0.001776595,0.001355479,0.003160386],"category_scores_gemma":[0.002568796,0.0006206891,0.0004148679,0.0005577065,0.0007937737,0.0007323969,0.001243601,0.000847229,0.000891196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210173,"about_ca_system_score_gemma":0.003331679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560247,"about_ca_topic_score_gemma":0.002848501,"domain_scores_codex":[0.9980445,0.0003506004,0.00009955792,0.0004015911,0.0008667641,0.0002369628],"domain_scores_gemma":[0.9980032,0.0005446833,0.0002000003,0.0002267995,0.0008117472,0.0002135949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00169102,0.0006582952,0.0275659,0.0003916777,0.00005773601,0.0003051597,0.0006799338,0.01179114,0.8656464,0.002564178,0.002384165,0.08626443],"study_design_scores_gemma":[0.0006067017,0.004493647,0.05480408,0.00008489278,0.000196682,0.0008108134,0.00060685,0.1134133,0.7991057,0.001272525,0.02437686,0.0002279264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2364964,0.000117748,0.7526019,0.0006106656,0.0001433022,0.001751451,0.000558683,0.00371131,0.004008446],"genre_scores_gemma":[0.7059584,0.0000756486,0.2898488,0.0004387168,0.0000620943,0.001322204,0.0003099461,0.0002278127,0.00175643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003160386,"threshold_uncertainty_score":0.0111199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887452747","doi":"10.1007/s10694-018-0766-3","title":"Predicting Mechanical Strength of In-Use Firefighter Protective Clothing Using Near-Infrared Spectroscopy","year":2018,"lang":"en","type":"article","venue":"Fire Technology","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultimate tensile strength; Clothing; Materials science; Composite material; Cone calorimeter; Tensile testing; Environmental science; Forensic engineering; Engineering; Waste management","authors":[{"name":"Moein Rezazadeh","is_ca":true},{"name":"Christopher J. Bespflug","is_ca":true},{"name":"David A. Torvi","is_ca":true},{"name":"Scott D. Noble","is_ca":true},{"name":"Mackenzie Fulton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0285357580432429,"gpt":0.29496692299532,"spread":0.2664311649520771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003174407,0.0006285051,0.0002433061,0.000580522,0.0001860355,0.0003792754,0.0003196683,0.0005145714,0.0009837061],"category_scores_gemma":[0.0005028148,0.0002134422,0.0003866883,0.0002921461,0.0001327912,0.0003435734,0.0001903155,0.0001917044,0.0004272142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329445,"about_ca_system_score_gemma":0.00009645514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385429,"about_ca_topic_score_gemma":0.002761645,"domain_scores_codex":[0.9998448,0.00002480029,0.000007204197,0.00002757093,0.00007760738,0.00001801296],"domain_scores_gemma":[0.9997848,0.00006197995,0.00004533253,0.00002061439,0.00007020879,0.00001713499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001025495,0.0006802218,0.1910157,0.0003010122,0.0001583059,0.0003303078,0.0002146007,0.02376897,0.7063754,0.000114658,0.0004437479,0.07557154],"study_design_scores_gemma":[0.00001850082,0.00197649,0.4756444,0.00004362802,0.000194023,0.0005792758,0.0005649346,0.1256757,0.3938996,0.0001812406,0.001176454,0.0000457874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951491,0.00009455311,0.004055014,0.000006953884,0.000006640013,0.00001116437,0.0001000588,0.00002932478,0.0005472262],"genre_scores_gemma":[0.996958,0.0001080408,0.002063734,0.000007118358,0.000002188751,0.000007219569,0.0001056703,0.00000800873,0.000740099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385429,"threshold_uncertainty_score":0.003290832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004797786","doi":"10.1007/s10694-009-0132-6","title":"An Experimental Study of Smoke Movement in Multi-Storey Buildings","year":2010,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Smoke; Tower; Environmental science; Engineering; Movement (music); Marine engineering; Fire Dynamics Simulator; Forensic engineering; Meteorology; Waste management; Civil engineering; Geography","authors":[{"name":"Yan Wang","is_ca":false},{"name":"Ehab Zalok","is_ca":true},{"name":"George Hadjisophocleous","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01622183251901114,"gpt":0.2967998699722948,"spread":0.2805780374532837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005920141,0.0004916935,0.0004748832,0.0005295587,0.001307919,0.0004530052,0.0009869325,0.0008748323,0.002807287],"category_scores_gemma":[0.001461619,0.0003915165,0.0005265094,0.0003605784,0.001127332,0.0005323917,0.0009575913,0.0006920877,0.0002739462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880591,"about_ca_system_score_gemma":0.0005953838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353062,"about_ca_topic_score_gemma":0.006686878,"domain_scores_codex":[0.9995314,0.0001345947,0.00003042697,0.00008153798,0.0001033977,0.0001186394],"domain_scores_gemma":[0.9986042,0.0007236161,0.000121038,0.0002150582,0.0001583108,0.0001776937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02701542,0.06679974,0.07326056,0.0004691942,0.0002110114,0.001237713,0.009874378,0.006240102,0.7837734,0.002291336,0.0004527308,0.02837446],"study_design_scores_gemma":[0.002686928,0.1964644,0.4025396,0.00009533296,0.0004588688,0.00124673,0.01682925,0.04041,0.3341178,0.001212395,0.003746432,0.0001922153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994467,0.000007827016,0.0002513982,0.000006120676,0.000004278229,0.00002620341,0.00002539818,0.000004182123,0.0002279443],"genre_scores_gemma":[0.9977124,0.00003024156,0.00107457,0.0000132476,0.000006700517,0.00006968834,0.00008125341,0.000008615655,0.001003305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004353062,"threshold_uncertainty_score":0.009391308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383227779","doi":"10.1007/s10694-023-01457-w","title":"Machine Learning Prediction of Residual Mechanical Strength of Hybrid-Fiber-Reinforced Self-consolidating Concrete Exposed to Elevated Temperature","year":2023,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Ultimate tensile strength; Materials science; Residual; Composite material; Residual strength; Artificial neural network; Support vector machine; Extreme learning machine; Polyvinyl alcohol; Flexural strength; Fiber; Polypropylene; Structural engineering; Computer science; Machine learning; Engineering; Algorithm","authors":[{"name":"Kâzım Türk","is_ca":false},{"name":"Ceren Kına","is_ca":false},{"name":"Harun Tanyıldızı","is_ca":false},{"name":"Esma Balalan","is_ca":false},{"name":"Moncef L. Nehdi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007002596972814412,"gpt":0.2059301360241513,"spread":0.1989275390513369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000432032,0.0005638741,0.0003366752,0.0004637663,0.000107844,0.0002496892,0.0003594379,0.0005160337,0.0002760131],"category_scores_gemma":[0.0008554123,0.0001716388,0.0004767699,0.0002212317,0.0001442874,0.0003047664,0.0001392376,0.0003117158,0.0001279359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777125,"about_ca_system_score_gemma":0.0002722008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749571,"about_ca_topic_score_gemma":0.003529344,"domain_scores_codex":[0.9998765,0.00001827737,0.00001146418,0.00004478637,0.0000332634,0.00001566857],"domain_scores_gemma":[0.9996167,0.0001595324,0.00007702134,0.00003496828,0.00009678042,0.00001494001],"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":[0.0002700984,0.0003444727,0.0283957,0.0001423376,0.00009404978,0.0001398584,0.00004923307,0.8411248,0.05540486,0.000151441,0.0002730408,0.07360993],"study_design_scores_gemma":[0.00000307952,0.000138178,0.01039828,0.000005620545,0.00001436001,0.00001601899,0.00001473452,0.9738928,0.01535084,0.00008001798,0.00007877922,0.000007332768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777854,0.0001672949,0.02125242,0.00002497428,0.00001208326,0.00001399628,0.0001656427,0.0001495548,0.0004285261],"genre_scores_gemma":[0.9959299,0.00005461201,0.003591315,0.000003093541,0.000001809717,0.00001118406,0.000178462,0.000003371047,0.0002263078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749571,"threshold_uncertainty_score":0.005467117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361009705","doi":"10.1007/s10694-023-01388-6","title":"Review of Research on Human Behavior in Large Outdoor Fires","year":2023,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; National Research Council Canada","funders":"","keywords":"Wildland–urban interface; Environmental resource management; Environmental planning; Human behavior; Poison control; Environmental science; Computer science","authors":[{"name":"Negar Elhami Khorasani","is_ca":false},{"name":"Max Kinateder","is_ca":true},{"name":"Vincent Lemiale","is_ca":false},{"name":"Samuel L. Manzello","is_ca":false},{"name":"Ido Marom","is_ca":false},{"name":"Leorey Marquez","is_ca":false},{"name":"Sayaka Suzuki","is_ca":false},{"name":"Maria Theodori","is_ca":false},{"name":"Yu Wang","is_ca":false},{"name":"Stephen D. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0846350516169412,"gpt":0.4231544112229051,"spread":0.338519359605964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424259,0.000829247,0.00135948,0.004289312,0.0004581356,0.002069048,0.0009441368,0.001463254,0.004831588],"category_scores_gemma":[0.004825477,0.0004330594,0.0006913316,0.006593003,0.001028221,0.00190155,0.0008031719,0.001112657,0.001053661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345833,"about_ca_system_score_gemma":0.003296362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638659,"about_ca_topic_score_gemma":0.01171115,"domain_scores_codex":[0.9993339,0.0001912512,0.00009229624,0.0001752792,0.0001574108,0.00004983779],"domain_scores_gemma":[0.9935014,0.004957912,0.0004505341,0.00009264106,0.0008323308,0.0001651568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000206343,0.0001191947,0.003005906,0.05698625,0.0003257088,0.0001394735,0.0004100489,0.000855416,0.0009335669,0.006579225,0.03493682,0.895502],"study_design_scores_gemma":[0.00002820661,0.0002977983,0.02457118,0.05472076,0.000819873,0.0009362141,0.001309385,0.0003828561,0.0005206941,0.007627477,0.9087086,0.00007697809],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004721415,0.9969405,0.0002430793,0.0006572161,0.000308036,0.000004229876,0.00005035037,0.000003487926,0.001320941],"genre_scores_gemma":[0.00318175,0.9951283,0.0003083276,0.0004240253,0.0005277621,0.000007897989,0.000067751,0.000002903962,0.0003512688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006638659,"threshold_uncertainty_score":0.01616323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538531656","doi":"10.1023/a:1015446207222","title":"Light-Weight Frame Wall Assemblies: Parameters for Consideration in Fire Resistance Performance-Based Design","year":2000,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Gypsum; Fire resistance; Engineering; Structural engineering; Forensic engineering; Materials science; Composite material","authors":[{"name":"Mohamed A. Sultan","is_ca":true},{"name":"Venkatesh R. Kodur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01182140700438754,"gpt":0.2082289094772955,"spread":0.196407502472908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008396992,0.0007312089,0.0004191679,0.0008325498,0.0003895628,0.0005997588,0.0009168683,0.0005645534,0.003190198],"category_scores_gemma":[0.004239383,0.0002741118,0.0002804606,0.0003809428,0.0001886681,0.0007754301,0.0003061281,0.0003604478,0.001008044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110601,"about_ca_system_score_gemma":0.0003051726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000627953,"about_ca_topic_score_gemma":0.00246924,"domain_scores_codex":[0.9997002,0.00007064961,0.00001805494,0.000027454,0.000145628,0.00003796753],"domain_scores_gemma":[0.9983577,0.0006600918,0.000435048,0.000132059,0.0003611783,0.00005390308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001706581,0.0006225914,0.01921665,0.0005613563,0.00004249644,0.000483996,0.0003733702,0.2626343,0.4968798,0.006443905,0.002422214,0.2086128],"study_design_scores_gemma":[0.0001279933,0.003209173,0.04061986,0.0001598957,0.0002991131,0.0008235808,0.0002525732,0.3125207,0.6285391,0.001910608,0.01143237,0.000105104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6658891,0.0004302736,0.3185762,0.0001253934,0.00005100852,0.0001815246,0.0002594625,0.0009709241,0.01351603],"genre_scores_gemma":[0.9688776,0.0000979247,0.02862154,0.00002050616,0.000009278909,0.00007032893,0.0001727062,0.0001892813,0.001940803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003190198,"threshold_uncertainty_score":0.01067227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059702012","doi":"10.1007/s10694-011-0237-6","title":"Study of a Video Image Fire Detection System for Protection of Large Industrial Applications and Atria","year":2011,"lang":"en","type":"article","venue":"Fire Technology","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fire detection; Smoke; Computer science; Detector; Computer vision; Infrared; Fire protection; Artificial intelligence; Environmental science; Engineering; Telecommunications; Optics; Architectural engineering; Physics","authors":[{"name":"Zhigang Liu","is_ca":false},{"name":"George Hadjisophocleous","is_ca":true},{"name":"Guofeng Ding","is_ca":false},{"name":"Choon Siong Lim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02506898157301485,"gpt":0.2230015322629263,"spread":0.1979325506899114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002319043,0.0002418352,0.0003443737,0.0003710439,0.0003907089,0.0002861024,0.0005209459,0.0004895763,0.002549384],"category_scores_gemma":[0.0007551573,0.0001127213,0.0002952897,0.0002418894,0.0001839171,0.0003386661,0.00009591263,0.0002117692,0.0003744109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571881,"about_ca_system_score_gemma":0.0003731279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006016152,"about_ca_topic_score_gemma":0.003224959,"domain_scores_codex":[0.9998191,0.00002607452,0.000006082264,0.0000406971,0.00008393617,0.00002413489],"domain_scores_gemma":[0.9994919,0.0001778056,0.00003311741,0.0000323088,0.000233494,0.00003126639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001550393,0.0005158672,0.008907541,0.0005097932,0.0001000739,0.001186629,0.0004387611,0.02222973,0.8594006,0.001267497,0.001449012,0.1024442],"study_design_scores_gemma":[0.0001080584,0.005491481,0.03895688,0.00003536792,0.0002135595,0.001250473,0.0004896104,0.410099,0.5365121,0.0002484928,0.006552771,0.00004215064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450513,0.0003365346,0.05002041,0.0001278247,0.00005360365,0.0001710265,0.0001605481,0.0003323254,0.003746411],"genre_scores_gemma":[0.9848394,0.0001599041,0.01085205,0.0000365145,0.00001878118,0.00003580989,0.0001299946,0.00003306319,0.003894416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006016152,"threshold_uncertainty_score":0.01196229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1479762849","doi":"10.1023/a:1013416414094","title":"Suppression of Pool Fires Using Halocarbon Streaming Agents","year":2002,"lang":"en","type":"article","venue":"Fire Technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Ministère de la Défense Nationale","keywords":"Operator (biology); Hazardous waste; Toxic gas; Environmental science; Flux (metallurgy); Waste management; Ventilation (architecture); Simulation; Chemistry; Engineering; Materials science; Mechanical engineering; Metallurgy","authors":[{"name":"Joseph Z. Su","is_ca":true},{"name":"Andrew K. Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1118480376413171,"gpt":0.3603107104812471,"spread":0.24846267283993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003711589,0.000274755,0.0002611109,0.0002950831,0.0002266904,0.0003127592,0.0003055842,0.0002305988,0.001664917],"category_scores_gemma":[0.0007831429,0.00008455021,0.0003017624,0.0001808109,0.0001685082,0.000243479,0.0003150723,0.0002621418,0.0002065402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104737,"about_ca_system_score_gemma":0.0003511126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008609876,"about_ca_topic_score_gemma":0.00139391,"domain_scores_codex":[0.9998834,0.00002473063,0.000005763558,0.00001425291,0.00004387743,0.00002797141],"domain_scores_gemma":[0.999449,0.0001942253,0.0001899038,0.00003354954,0.00006149878,0.00007185165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004640801,0.0005437059,0.01394409,0.0002482382,0.0001682726,0.0002695903,0.0001506064,0.03245911,0.7217382,0.001511001,0.0006284461,0.223698],"study_design_scores_gemma":[0.0004954312,0.01153626,0.04017463,0.000063985,0.0004083859,0.000359862,0.0002753099,0.1443455,0.7934077,0.002423893,0.00645929,0.00004965491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792271,0.000569554,0.01440964,0.00006543194,0.00002272778,0.00006805572,0.00004565203,0.0001130302,0.005478756],"genre_scores_gemma":[0.9956254,0.0002752795,0.003022431,0.00002398551,0.0000124379,0.00002291513,0.00003350633,0.000009345253,0.0009746093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664917,"threshold_uncertainty_score":0.005569696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047642194","doi":"10.1007/s10694-008-0067-3","title":"Findings of the International Road Tunnel Fire Detection Research Project","year":2008,"lang":"en","type":"article","venue":"Fire Technology","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; National Research Council Canada","funders":"Ministère des Transports","keywords":"Fire detection; Engineering; Firefighting; Fire safety; Fire test; Transport engineering; Strengths and weaknesses; Civil engineering; Architectural engineering","authors":[{"name":"Z. G. Liu","is_ca":false},{"name":"Ahmed Kashef","is_ca":true},{"name":"G. Crampton","is_ca":true},{"name":"G. D. Lougheed","is_ca":true},{"name":"Yoon Ko","is_ca":true},{"name":"George Hadjisophocleous","is_ca":true},{"name":"Kathleen H. Almand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.036542952529884,"gpt":0.2878911698407668,"spread":0.2513482173108828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004246181,0.000310253,0.000252545,0.001912705,0.0009084135,0.0009837595,0.0004443086,0.0006541955,0.001754115],"category_scores_gemma":[0.009614391,0.0001952015,0.0002284823,0.001992888,0.0006723237,0.0008280113,0.001448645,0.0006546114,0.0004803968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057862,"about_ca_system_score_gemma":0.002008493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03470791,"about_ca_topic_score_gemma":0.0484783,"domain_scores_codex":[0.9980494,0.0007700857,0.0001002217,0.000163714,0.0007159434,0.0002005973],"domain_scores_gemma":[0.9941925,0.00202218,0.0009543769,0.0003803101,0.00200019,0.0004503744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002241014,0.002566891,0.8221897,0.000488018,0.0002386333,0.001035517,0.021415,0.006844207,0.005286686,0.004422854,0.0193795,0.113892],"study_design_scores_gemma":[0.00003308629,0.0007725938,0.9423487,0.0001218623,0.0001287682,0.0002864911,0.03360094,0.00225761,0.004149587,0.0005436747,0.01571007,0.00004662792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781476,0.0001129525,0.001347127,0.0005273101,0.00002137904,0.0001877114,0.00238063,0.00002981685,0.0172457],"genre_scores_gemma":[0.9876443,0.0003466709,0.001961831,0.0001419487,0.00001798898,0.0001606586,0.002976444,0.00002362447,0.006726553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03470791,"threshold_uncertainty_score":0.06901175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}