{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"987982900bb6","filters":{"venue":"Fire Safety Science"}},"results":[{"id":"W2004983623","doi":"10.3801/iafss.fss.9-969","title":"Cost Benefit Analysis of a Fire Safety System Based on the Life Quality Index","year":2008,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Noise Effects and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Index (typography); Activity-based costing; Risk analysis (engineering); Quality (philosophy); Estimation; Rank (graph theory); Actuarial science; Engineering; Operations research; Transport engineering; Operations management; Business; Computer science; Mathematics; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.08874645877998566,"gpt":0.3939216138338138,"spread":0.3051751550538281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005209365,0.0001835203,0.0005019056,0.0002153148,0.002895218,0.00001073555,0.0007945788,0.00009378493,0.0004313866],"category_scores_gemma":[0.0009246841,0.0001153413,0.0001913987,0.003497773,0.0004880936,0.0001387326,0.0002623819,0.0003476637,0.0001040871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988534,"about_ca_system_score_gemma":0.000675113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206855,"about_ca_topic_score_gemma":0.0003080092,"domain_scores_codex":[0.9964306,0.0005634635,0.0007912511,0.0005087195,0.0011304,0.0005755286],"domain_scores_gemma":[0.996112,0.001737195,0.0004947028,0.001139607,0.0002796743,0.0002368076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002478491,0.001005466,0.5700342,0.00240105,0.001126575,0.0000530792,0.0184141,0.1455928,0.0004798126,0.2080677,0.01441916,0.03592755],"study_design_scores_gemma":[0.0004299452,0.00005609654,0.8109469,0.0002295447,0.0001144877,1.470256e-7,0.001469426,0.1801877,0.00001066641,0.00001182874,0.006397796,0.000145371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272755,0.0001019954,0.006928735,0.01232578,0.001313731,0.003754374,0.0004294529,0.0002370978,0.04763338],"genre_scores_gemma":[0.9962475,0.00002584364,0.00008611957,0.002776451,0.00006648875,0.00008925539,0.00001567645,0.000009753224,0.0006828845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2409127,"threshold_uncertainty_score":0.9984029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103406067","doi":"10.3801/iafss.fss.8-877","title":"Development And Case Study Of A Risk Assessment Model Curisk For Building Fires","year":2005,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Frame (networking); Fire safety; Hazard; Fire hazard; Boundary (topology); Risk model; Risk assessment; Engineering; Risk analysis (engineering); Computer science; Civil engineering; Environmental science; Mathematics; Computer security; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.01977938738686292,"gpt":0.3122371405632005,"spread":0.2924577531763376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009913627,0.0001161318,0.0001553694,0.00009818114,0.0004214271,0.00004303336,0.0002271855,0.00002882892,0.000002876169],"category_scores_gemma":[0.00005774972,0.0001071502,0.00002258321,0.0003051024,0.000102421,0.0002468853,0.0001320434,0.0001247506,6.031805e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519683,"about_ca_system_score_gemma":0.0001440517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009234037,"about_ca_topic_score_gemma":0.000298517,"domain_scores_codex":[0.998754,0.0000108357,0.0002891422,0.0002628362,0.0003594735,0.0003237705],"domain_scores_gemma":[0.9994375,0.0001059878,0.00003995866,0.0002114412,0.00009555597,0.0001095282],"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":[0.00001696444,0.0001549975,0.002954333,0.0000650534,0.00002552757,0.00002361572,0.009262667,0.6268604,0.000936432,0.0007655083,0.00002054072,0.358914],"study_design_scores_gemma":[0.0004163357,0.00005093119,0.006535711,0.00001628228,0.000007016944,0.00002970108,0.001010433,0.9911792,0.0001820293,0.00009117983,0.0003508309,0.0001303095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697512,0.00008345901,0.02942224,0.00003788617,0.00005046438,0.0003950396,0.000033263,0.00004437227,0.000182109],"genre_scores_gemma":[0.9146229,0.00006164957,0.08523776,0.000003739548,0.00001712115,0.00003317232,0.000001097573,0.00001175226,0.00001080001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643188,"threshold_uncertainty_score":0.436946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162797196","doi":"10.3801/iafss.fss.9-63","title":"Development of Design Fires for Performance-Based Fire Safety Designs","year":2008,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Fire safety; Engineering; Fire test; Scale (ratio); Environmental science; Full scale; Civil engineering; Marine engineering; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05591260311997379,"gpt":0.2573201026714332,"spread":0.2014074995514595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330057,0.0002268692,0.0002942557,0.0001392483,0.0009557512,0.00002158028,0.0007595145,0.00008832185,0.0000520239],"category_scores_gemma":[0.0001365534,0.000211964,0.00008901493,0.0009237071,0.0005135239,0.0002992479,0.00007725279,0.000159662,0.00002429504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031061,"about_ca_system_score_gemma":0.001067586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008240398,"about_ca_topic_score_gemma":0.000005927893,"domain_scores_codex":[0.9976452,0.00002236906,0.0005516389,0.0003596685,0.0007028133,0.0007183172],"domain_scores_gemma":[0.9988703,0.0002528922,0.00006421842,0.0003963712,0.0002280309,0.0001881879],"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":[0.0005880289,0.0001504048,0.002153401,0.0006388606,0.00005098008,0.00001109111,0.003868702,0.5652063,0.02455314,0.0003177419,0.000657562,0.4018038],"study_design_scores_gemma":[0.0005164247,0.0001148569,0.02934331,0.0001110968,0.000004030065,0.000006928096,0.00003365488,0.9483133,0.01677291,0.00002164927,0.004472307,0.0002895364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6316943,0.0002968143,0.3646421,0.0001518401,0.0003931147,0.001006055,0.00006425555,0.0002347115,0.001516882],"genre_scores_gemma":[0.9042508,0.0002433505,0.09524485,0.00002095106,0.00003005054,0.00005452389,0.00001652166,0.00002930825,0.0001096557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015143,"threshold_uncertainty_score":0.864364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099225632","doi":"10.3801/iafss.fss.8-741","title":"Application Of Water Mist To Extinguish Large Oil Pool Fires For Industrial Oil Cooker Protection","year":2005,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Cooker; Mist; Environmental science; Waste management; Environmental engineering; Petroleum engineering; Engineering; Meteorology; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01405039264436467,"gpt":0.2263822639755932,"spread":0.2123318713312285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007649303,0.0001317297,0.0001649094,0.0001073685,0.0002743597,0.00003512275,0.0002526373,0.0001049207,0.00004022368],"category_scores_gemma":[0.0001593578,0.0001142397,0.00006131591,0.0004701745,0.00006361756,0.0002138912,0.00003661638,0.0001140825,0.00009522706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843671,"about_ca_system_score_gemma":0.00003751427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000940201,"about_ca_topic_score_gemma":0.0000809782,"domain_scores_codex":[0.9986371,0.00001527694,0.000376328,0.0002866339,0.0003109542,0.0003736646],"domain_scores_gemma":[0.9993852,0.00002250314,0.00005038573,0.0002742814,0.0001568182,0.0001108421],"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":[0.0001166815,0.0000450533,0.00007745999,0.0001431095,0.00001061303,2.408844e-7,0.001447352,0.02094746,0.1812033,0.0001367274,0.0009016917,0.7949703],"study_design_scores_gemma":[0.0007357177,0.00006937709,0.0009508654,0.00006210669,0.000006616472,0.000007014937,0.00008720814,0.3187356,0.132412,0.00001017538,0.5466735,0.0002498427],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297987,0.0001203777,0.1431601,0.00571261,0.004565934,0.001813656,0.0002744596,0.001299363,0.01325479],"genre_scores_gemma":[0.9978188,0.000004490335,0.0003963932,0.00005926921,0.0005315548,0.0001933457,0.00000961533,0.00001863511,0.0009678595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7947205,"threshold_uncertainty_score":0.4658561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146543225","doi":"10.3801/iafss.fss.8-247","title":"An Investigation On Fire Performance Of FRP-strengthened Wc Beams","year":2005,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; National Research Council Canada; Halsall (Canada)","funders":"","keywords":"Fibre-reinforced plastic; Slab; Structural engineering; Beam (structure); Materials science; Fire performance; Fireproofing; Fire test; Flexural strength; Fire resistance; Reinforced concrete; Composite material; Forensic engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01118785572806859,"gpt":0.221677198087464,"spread":0.2104893423593954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672489,0.0001368022,0.0001215639,0.00006757559,0.0001422544,0.00002428768,0.0004714706,0.00005416065,0.00006523209],"category_scores_gemma":[0.00002838734,0.000126591,0.00003053521,0.0004847278,0.0002919518,0.0008662683,0.00002482716,0.0001306956,0.00004083664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222915,"about_ca_system_score_gemma":0.00005514628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001742402,"about_ca_topic_score_gemma":7.9849e-7,"domain_scores_codex":[0.9988851,0.00000707344,0.0002310653,0.0002057423,0.0004000672,0.0002709809],"domain_scores_gemma":[0.9993488,0.00002427696,0.00005121881,0.0003810584,0.0000591199,0.0001355629],"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":[0.00002248049,0.000001143227,0.003001408,0.00003009228,0.000003771779,7.51227e-7,0.00125652,0.3354723,0.150491,0.00038209,0.00003324421,0.5093052],"study_design_scores_gemma":[0.0001491071,0.0001365642,0.07230888,0.00005256007,0.000004718067,0.000004172989,0.00002918791,0.5823757,0.344412,0.00001138122,0.0003366438,0.0001791341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984561,0.00003071066,0.0000404848,0.00006908998,0.0002141565,0.0001035451,0.00001112476,0.0001780759,0.0008967076],"genre_scores_gemma":[0.9962755,0.00002817078,0.003508762,0.00004739712,0.0000697353,0.000004120139,0.00001040113,0.00001187921,0.00004402696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5091261,"threshold_uncertainty_score":0.5162231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114890172","doi":"10.3801/iafss.fss.9-279","title":"Development of a Model of the ASTM E 84 Steiner Tunnel Test","year":2008,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"FPInnovations","keywords":"Basis (linear algebra); Cone calorimeter; Test data; Test (biology); Engineering; Computer science; Structural engineering; Mathematics; Geology; Geometry; Programming language; Waste management","retraction":null,"screen_n_in":null,"score":{"opus":0.02622630890349805,"gpt":0.2269342361329498,"spread":0.2007079272294517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003757308,0.00008479079,0.000124914,0.00005158224,0.0002142693,0.000004567522,0.0006444808,0.00003098488,0.00001249216],"category_scores_gemma":[0.000102062,0.00006016343,0.00004289271,0.0007056292,0.0004474971,0.0001100509,0.0001785695,0.0001129408,0.000006791726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007463666,"about_ca_system_score_gemma":0.0003959828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001040921,"about_ca_topic_score_gemma":0.00001826816,"domain_scores_codex":[0.9987385,0.000005232739,0.0002730396,0.0001423645,0.0005793773,0.000261464],"domain_scores_gemma":[0.9994157,0.00004457358,0.0000353111,0.0003236988,0.0001192116,0.00006149751],"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":[0.0000164931,0.0001139295,0.006240024,0.0001482992,0.00001657381,0.000002160761,0.005920284,0.5832049,0.3769225,0.001855199,0.0001749757,0.02538461],"study_design_scores_gemma":[0.0001011694,0.00000941805,0.07120323,0.00003402551,0.000001039293,0.000003605948,0.0000294949,0.9214944,0.006735553,0.00005198799,0.0002579335,0.00007812055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884176,0.00005165076,0.004642387,0.0001116692,0.0001084752,0.0001384557,0.000032587,0.00003104431,0.006466176],"genre_scores_gemma":[0.992626,0.00003670834,0.007006086,0.000008142612,0.000007047993,0.000003693106,9.725134e-7,0.000008806402,0.0003026006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370187,"threshold_uncertainty_score":0.2453393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080850978","doi":"10.3801/iaffs.fss.10-1207","title":"On the Fire Performance of Double-shear Timber Connections","year":2011,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"FPInnovations; Carleton University","funders":"","keywords":"Fastener; Fire resistance; Cross laminated timber; Fire performance; Structural engineering; Shear (geology); Engineering; Materials science; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03359995247221113,"gpt":0.2026175402486769,"spread":0.1690175877764658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001428638,0.0000710453,0.00006245043,0.0000224943,0.0002387252,0.000009990647,0.0002067072,0.00001925531,0.0003849627],"category_scores_gemma":[0.00001050459,0.00004228663,0.00002468756,0.000301399,0.0002305603,0.0001844046,0.00002315238,0.00006660489,0.0001768286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591928,"about_ca_system_score_gemma":0.00002218436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004327377,"about_ca_topic_score_gemma":0.000004034098,"domain_scores_codex":[0.9995102,0.000004887025,0.00009358815,0.00009466924,0.0001427855,0.0001538458],"domain_scores_gemma":[0.9996778,0.00003128923,0.00001469654,0.0002164542,0.00002992785,0.00002988341],"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":[0.002842234,0.001367862,0.09767238,0.0008595015,0.0006454241,0.00003194486,0.1102354,0.2308616,0.02183779,0.2962615,0.02805784,0.2093264],"study_design_scores_gemma":[0.001577032,0.001265855,0.257299,0.0003939268,0.0000600493,0.00002982275,0.0006854474,0.4401247,0.2815811,0.0009729296,0.01515269,0.0008574584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222917,0.00007829015,0.0000120654,0.0001248762,0.0002374625,0.00009334792,0.000003659249,0.00006935922,0.07708921],"genre_scores_gemma":[0.9993261,0.00004956511,0.0001084926,0.00002149553,0.00001480974,0.000009139987,5.596291e-7,0.000005810009,0.0004640639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2952886,"threshold_uncertainty_score":0.4215071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059120475","doi":"10.3801/iafss.fss.6-327","title":"Production Of Carbon Monoxide During Fire Suppression Using Halon Replacements","year":2000,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":2,"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":"Ministère de la Défense Nationale","keywords":"Carbon monoxide; Environmental science; Waste management; Environmental chemistry; Chemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01032427371036213,"gpt":0.2340613418922123,"spread":0.2237370681818502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001850519,0.00008237432,0.00008601654,0.00006927645,0.0001696892,0.00001697422,0.0001416084,0.00002851284,0.0001791359],"category_scores_gemma":[0.00007104726,0.00008180162,0.0000184082,0.0006428089,0.00008330803,0.0003964122,0.00002466564,0.00006506915,0.000006131846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041758,"about_ca_system_score_gemma":0.0000419053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003328632,"about_ca_topic_score_gemma":0.000002316571,"domain_scores_codex":[0.9990836,0.000008631339,0.0002108667,0.0002126494,0.0003187436,0.0001655033],"domain_scores_gemma":[0.9996228,0.000008167439,0.00003736555,0.0002073252,0.00007435062,0.00005002361],"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":[0.00007020152,0.00004051982,0.002579605,0.0002021743,0.000005688191,0.000001984847,0.0008751181,0.5914068,0.3636369,0.0000177785,0.0000679181,0.04109527],"study_design_scores_gemma":[0.0002600497,0.00001768527,0.03894146,0.000219923,0.000007287313,0.00002012717,0.00008038864,0.4866418,0.4726116,0.0000584902,0.0009435364,0.000197692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965419,0.0001168196,0.00006509728,0.00005348828,0.0004329441,0.00009972939,0.00000193547,0.000135768,0.002552311],"genre_scores_gemma":[0.9989355,0.0000914163,0.0003561305,0.000004907961,0.00003413957,0.000002440107,0.000001858983,0.000008231895,0.0005653476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089746,"threshold_uncertainty_score":0.3335773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2394199752","doi":"","title":"Lightning-caused wildland fire weather danger rating in Daxing'anling region","year":2010,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lightning (connector); Environmental science; Meteorology; Wildfire suppression; Rating system; Fire protection; Geography; Engineering; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006937862584254681,"gpt":0.2170407738297055,"spread":0.2101029112454508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905332,0.0002378452,0.000235498,0.00007688381,0.0005773776,0.0001283038,0.0008923733,0.0001278462,0.0003642315],"category_scores_gemma":[0.0005899888,0.0002078454,0.0000537145,0.001325125,0.0006108413,0.001066667,0.0003607158,0.0004951702,0.0005258303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643942,"about_ca_system_score_gemma":0.00005950408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302624,"about_ca_topic_score_gemma":0.001315755,"domain_scores_codex":[0.9972255,0.00007659639,0.0003914417,0.000824926,0.0007572067,0.0007243874],"domain_scores_gemma":[0.9987438,0.0001843668,0.0001820107,0.000668264,0.00001703783,0.000204541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003467426,0.00012307,0.5820659,0.00003086606,0.000004482713,0.000107074,0.00469545,0.002289891,0.3096512,0.00009410198,0.0008495855,0.1000537],"study_design_scores_gemma":[0.0008617961,0.00012407,0.5345707,0.0002786191,0.000008078267,0.00009412644,0.0001679432,0.4375023,0.004727025,0.0001306923,0.02075205,0.0007826508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902795,0.0000276455,0.000150618,0.0007128476,0.0009508029,0.0004020868,0.000002407695,0.0001059397,0.007368169],"genre_scores_gemma":[0.9979962,0.000005799256,0.001058439,0.0001872433,0.0001393677,0.00002096707,0.000002309613,0.00002522114,0.0005644655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4352124,"threshold_uncertainty_score":0.8475691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2355466462","doi":"","title":"Study on Assessment of Beijing Forest Fire Danger","year":2006,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Beijing; Environmental science; Rating system; Meteorology; Noon; Atmospheric sciences; Geography; China; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.008507043331644601,"gpt":0.2586176975798994,"spread":0.2501106542482548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806265,0.0001819116,0.0002257895,0.00005077531,0.0003924182,0.0000446184,0.0007717193,0.00004054595,0.00023005],"category_scores_gemma":[0.00008233197,0.0001531707,0.00005697082,0.001013938,0.0004972579,0.0004479889,0.0003335904,0.0001408573,0.0002291921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624875,"about_ca_system_score_gemma":0.00004508657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804538,"about_ca_topic_score_gemma":0.0006389734,"domain_scores_codex":[0.9971718,0.0001071833,0.0003769796,0.0006102157,0.001279152,0.0004546604],"domain_scores_gemma":[0.9989113,0.0001447735,0.0001866317,0.0006382886,0.00001933046,0.00009965269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007356134,0.0005238351,0.9716658,0.000009772503,0.000003482967,0.00001894931,0.0003063433,0.005536499,0.005956094,0.0002069061,0.0004225599,0.01534242],"study_design_scores_gemma":[0.0002833088,0.0004000186,0.9622638,0.00003689694,0.000006249412,0.000004192457,0.000121689,0.0354096,0.0003802581,0.00004382594,0.0008788673,0.0001712591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962969,0.000008109138,0.0001822705,0.0001359923,0.0003625349,0.0006591902,0.00001053286,0.00005180914,0.03562054],"genre_scores_gemma":[0.9990581,8.389206e-7,0.000460186,0.00004378474,0.0000522943,0.00002694898,0.00000276496,0.00001347202,0.0003415983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0360891,"threshold_uncertainty_score":0.6246119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999241030","doi":"10.3801/iafss.fss.8-291","title":"Fire Resistance Of Exterior Walls: Model And Full-scale Test","year":2005,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Canada","funders":"","keywords":"Gypsum; Strapping; Cavity wall; Thermal insulation; Materials science; Structural engineering; Composite material; Full scale; Heat transfer; Fire resistance; Fire test; Engineering; Mechanics; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.006077282420780318,"gpt":0.2069021498727065,"spread":0.2008248674519262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521735,0.0001753945,0.0002419021,0.00004943354,0.0002810666,0.000033539,0.0004956311,0.00007215806,0.000133339],"category_scores_gemma":[0.000112056,0.0001388018,0.00007223009,0.0007274554,0.0006067695,0.0004810955,0.0001718406,0.00009527782,0.00003275567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313928,"about_ca_system_score_gemma":0.00004530704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446608,"about_ca_topic_score_gemma":0.004241287,"domain_scores_codex":[0.9981943,0.00002108295,0.0003477023,0.0005497283,0.0005287588,0.0003584298],"domain_scores_gemma":[0.9990287,0.00007177479,0.0001634954,0.0005263666,0.00005547543,0.000154209],"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":[0.0000639021,0.0002969172,0.002956152,0.00005022932,0.00002873301,0.00000591074,0.001789835,0.2874748,0.6318066,0.00495943,0.001354672,0.06921281],"study_design_scores_gemma":[0.00116357,0.0001924824,0.3754818,0.0002737817,0.0001796552,0.00002432377,0.0004802965,0.4761336,0.03045576,0.001591824,0.1126483,0.001374624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974946,0.001028448,0.0004832278,0.002457707,0.00004613748,0.00009979095,0.00003893358,0.00006574558,0.02083403],"genre_scores_gemma":[0.9815453,0.0005798202,0.01024223,0.0001983712,0.00007181806,0.000008710946,0.000005513614,0.00001129496,0.007336995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6013508,"threshold_uncertainty_score":0.5660173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996216433","doi":"10.3801/iafss.fss.7-113","title":"University of Waterloo Live Fire Research Facility","year":2003,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fire protection; Service (business); Emergency response; Wildfire suppression; Engineering; Environmental planning; Business; Civil engineering; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02550498098080417,"gpt":0.2544707356431721,"spread":0.228965754662368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009674644,0.00004903039,0.00006711254,0.00004170449,0.0002382769,0.00001156197,0.0002735357,0.00003502007,0.0003200533],"category_scores_gemma":[0.0001246803,0.00005084514,0.00002274593,0.0006097772,0.0004308415,0.0001907098,0.00003943303,0.0001298541,0.0001866098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169236,"about_ca_system_score_gemma":0.0001043539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009414788,"about_ca_topic_score_gemma":0.00006852883,"domain_scores_codex":[0.9991584,0.00004000376,0.00008329625,0.0001479026,0.0003427085,0.0002276952],"domain_scores_gemma":[0.9994817,0.00004540326,0.00001029784,0.0002242831,0.0001603841,0.0000779432],"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":[0.0001871121,0.000513247,0.07541314,0.0008821033,0.00009390678,0.00009158853,0.1130633,0.3042034,0.08223636,0.06409269,0.008184162,0.351039],"study_design_scores_gemma":[0.0008994973,0.000156405,0.170105,0.00009185535,0.00001091569,0.00001243551,0.01317033,0.7304817,0.01118949,0.002478268,0.07075417,0.0006498503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844284,0.00006411372,0.001225418,0.00007769942,0.0001250534,0.00008974289,0.00003489615,0.00006759596,0.01388705],"genre_scores_gemma":[0.9982765,0.00007574829,0.0004421553,0.000004220274,0.000002986429,1.662323e-7,0.000002547403,0.000002192102,0.001193535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262784,"threshold_uncertainty_score":0.3504359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986368585","doi":"10.3801/iaffs.fss.10-321","title":"Effects of Different Suppression Tactics on the Firefighter and Compartment Environment","year":2011,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compartment (ship); Nozzle; Environmental science; Heat flux; Materials science; Mechanics; Heat transfer; Geology; Engineering; Aerospace engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01234012009193439,"gpt":0.199768291641398,"spread":0.1874281715494636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019402,0.0001017644,0.0001074608,0.00003046381,0.0001530102,0.00001262102,0.0002560767,0.00002574592,0.00007118324],"category_scores_gemma":[0.00001967518,0.00005873818,0.0000246756,0.00008913625,0.0002945688,0.00006343058,0.0001227509,0.0001192886,0.00001509519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507031,"about_ca_system_score_gemma":0.000007918597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006625158,"about_ca_topic_score_gemma":7.858063e-7,"domain_scores_codex":[0.9991063,0.00002303006,0.0001276237,0.0001564829,0.0003605718,0.0002259383],"domain_scores_gemma":[0.999483,0.000158047,0.00002128286,0.0002477888,0.00001036374,0.00007944648],"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":[0.0008618842,0.002575641,0.034684,0.002030933,0.0003029539,0.0001006079,0.02750894,0.008276449,0.4563512,0.1077968,0.002891192,0.3566194],"study_design_scores_gemma":[0.0003389264,0.0002793311,0.6194808,0.0001277624,0.0000113852,0.000002838452,0.00003640832,0.2800714,0.09694582,0.0008300272,0.001673458,0.000201859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961438,0.0001399121,0.0003035001,0.000162593,0.0001731927,0.0002636794,0.000008917077,0.00002249622,0.002781875],"genre_scores_gemma":[0.9993524,0.000455882,0.0001086494,0.00001963438,0.000008636586,0.00001138456,0.000001248221,0.000007370883,0.0000347692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847968,"threshold_uncertainty_score":0.2395274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W99965684","doi":"","title":"U.S. Army Aviation Halon Replacement Program For Rotorcraft Engine Nacelle Fire Protection","year":2004,"lang":"en","type":"article","venue":"Fire Safety Science","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nacelle; Aeronautics; Engineering; Fire protection; Aviation; Airworthiness; Waste management; Environmental science; Certification; Aerospace engineering; Civil engineering; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01085648227066303,"gpt":0.2535893203789177,"spread":0.2427328381082547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008040451,0.000168915,0.000143426,0.00009240836,0.0004850162,0.00009448731,0.0003209611,0.00008209001,0.00002406772],"category_scores_gemma":[0.0001142122,0.0001653088,0.00007101842,0.0008061852,0.0001277872,0.0003534324,0.00005982122,0.0001929397,0.00003801878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198977,"about_ca_system_score_gemma":0.000150229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008832279,"about_ca_topic_score_gemma":0.00003220585,"domain_scores_codex":[0.9982409,0.00000983058,0.0002762981,0.0003922209,0.000528542,0.0005521397],"domain_scores_gemma":[0.9992923,0.00002156448,0.00003950296,0.0003458058,0.0001617754,0.0001391221],"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":[0.0002086267,0.0002563288,0.0001708635,0.0004062359,0.00002884942,0.000004505445,0.0009292372,0.3293715,0.01950149,0.002078684,0.000272217,0.6467714],"study_design_scores_gemma":[0.0008203104,0.0004670589,0.003687768,0.00007498694,0.00000505379,0.000007469025,0.00003539334,0.9723068,0.004950118,0.0007280544,0.01665507,0.0002618695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6249641,0.0005099268,0.348152,0.005273723,0.002375464,0.01275434,0.000128383,0.00220979,0.003632362],"genre_scores_gemma":[0.9909792,0.00008031856,0.007722932,0.00001558414,0.0001067452,0.00076155,0.00004188835,0.00002921557,0.0002625556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465095,"threshold_uncertainty_score":0.6741096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}