{"meta":{"query_hash":"dc857b935c00","filters":{"venue":"Fire and Materials"},"cohort_total":61,"direct_labels_cover":0,"predictions_cover":61,"exported":61,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dc857b935c00","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fire+and+Materials"},"results":[{"id":"W1807840956","doi":"10.1002/fam.2271","title":"Effects of variations in incident heat flux when using cone calorimeter test data for prediction of full‐scale heat release rates of polyurethane foam","year":2014,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cone calorimeter; Ignition system; Calorimeter (particle physics); Heat flux; Flame spread; Materials science; Polyurethane; Combustion; Composite material; Fire test; Nuclear engineering; Forensic engineering; Mechanics; Heat transfer; Engineering; Chemistry; Detector; Char; Physics; Aerospace engineering","score_opus":0.019739412967296154,"score_gpt":0.2591149928339639,"score_spread":0.23937557986666774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1807840956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904481,0.00016817823,0.007313457,0.000023219338,0.00018738229,0.0003490131,0.0014892919,0.000011072208,0.000010289161],"genre_scores_gemma":[0.9977956,0.00006375389,0.0016397426,0.0000032826422,0.000054705946,0.000014268292,0.00040213423,0.000015350275,0.000011205402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993012,0.000041183153,0.00032939264,0.00011630453,0.000088306435,0.00012363921],"domain_scores_gemma":[0.9993829,0.00028915136,0.000032838496,0.00022080445,0.000040922216,0.000033343116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035332926,0.00008002502,0.00029124506,0.00006313093,0.00001828223,0.0000104617875,0.00009012502,0.000071656395,0.000012212049],"category_scores_gemma":[0.0001918219,0.000075191994,0.000017195913,0.000056277906,0.000030934483,0.00009954674,0.00006596626,0.00002903275,3.1848032e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006924174,0.00004218689,0.0009827204,0.0011212287,0.000021321557,3.2937865e-7,0.00013761068,0.0002197088,0.9970004,0.000027514687,0.00010123803,0.00027648848],"study_design_scores_gemma":[0.0012974488,0.0003280197,0.031149663,0.00036097164,0.00006507587,0.0000038031847,0.000012447584,0.3365482,0.6296521,0.0003957817,0.000079351616,0.00010711617],"about_ca_topic_score_codex":0.00087235286,"about_ca_topic_score_gemma":0.000053268057,"teacher_disagreement_score":0.3673483,"about_ca_system_score_codex":0.00001582269,"about_ca_system_score_gemma":0.000015960342,"threshold_uncertainty_score":0.30662405},"labels":[],"label_agreement":null},{"id":"W1989874082","doi":"10.1002/fam.774","title":"What fire statistics tell us about our fire and building codes for housing and small buildings and fire risk for occupants of those structures","year":2001,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"FPInnovations","keywords":"Fire safety; Fire protection; Engineering; Active fire protection; Architectural engineering; Forensic engineering; Building code; Environmental science; Civil engineering","score_opus":0.020904048828693976,"score_gpt":0.2872961138552014,"score_spread":0.2663920650265074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989874082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98869115,0.006031387,0.0020146535,0.000046797577,0.00028266993,0.0006037735,0.002281738,0.000045372377,0.0000024319313],"genre_scores_gemma":[0.9482172,0.03616793,0.0152682755,0.000022901124,0.00011954416,0.000031957992,0.000073512994,0.000055928125,0.000042741016],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988282,0.000028324432,0.00034551026,0.00030647457,0.000101299986,0.00039020518],"domain_scores_gemma":[0.9993266,0.00023143635,0.00010246123,0.0001433885,0.0000753483,0.00012075025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289981,0.00025803657,0.00048186412,0.000041985062,0.00024777863,0.00038032848,0.00008367595,0.00016537956,0.0000053985755],"category_scores_gemma":[0.00011026556,0.00023479733,0.000027552771,0.000050542687,0.00007633188,0.00022286593,0.00009204765,0.000076422235,1.0970022e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015384118,0.000073070856,0.028392116,0.012084392,0.00056807825,0.00005780536,0.0037895334,0.0007171892,0.13839428,0.0015849457,0.0028485912,0.8099516],"study_design_scores_gemma":[0.010259218,0.0017949167,0.21843147,0.004050889,0.0008859899,0.0003332768,0.0028278616,0.6423955,0.0717018,0.023468692,0.020598585,0.003251834],"about_ca_topic_score_codex":0.00033854367,"about_ca_topic_score_gemma":0.00006828053,"teacher_disagreement_score":0.80669975,"about_ca_system_score_codex":0.000015975997,"about_ca_system_score_gemma":0.000015964983,"threshold_uncertainty_score":0.9574757},"labels":[],"label_agreement":null},{"id":"W1990106648","doi":"10.1002/fam.782","title":"BDMC interlaboratory cone calorimeter test programme","year":2002,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cone calorimeter; Calorimeter (particle physics); Protocol (science); Reproducibility; Repeatability; Quality assurance; Engineering; Operations management; Mathematics; Waste management; Statistics; Detector; Medicine; Telecommunications","score_opus":0.019190231578681976,"score_gpt":0.20856517031547078,"score_spread":0.18937493873678882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990106648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979058,0.00041245582,0.000019728197,0.00024683244,0.000341633,0.00010815493,0.00010795262,0.00008638393,0.0007710763],"genre_scores_gemma":[0.99666834,0.00006267293,0.00044155083,0.000299383,0.00022441856,0.00002663819,0.000008857465,0.000013202572,0.002254925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910843,0.000049027625,0.00023973569,0.00023270908,0.0001045152,0.0002655929],"domain_scores_gemma":[0.99956286,0.00004305805,0.00007563741,0.00017812265,0.000043024993,0.00009727729],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018075488,0.00013344716,0.00025260006,0.000025328376,0.000077663375,0.00015029866,0.00011410746,0.000063098414,0.0123054255],"category_scores_gemma":[0.000058108482,0.00009923491,0.000026716634,0.000074660915,0.00010541875,0.00011634518,0.00006937591,0.000027901831,0.0010233548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010440549,0.00006553353,0.00016079853,0.000029515164,0.0000092816545,0.000012889782,0.00026048653,6.988479e-8,0.99184734,0.0001169463,0.0029542227,0.0045324787],"study_design_scores_gemma":[0.0004661275,0.00022924134,0.001576935,0.00004134349,0.0000791863,0.000019803532,0.000095500975,0.000030868337,0.9457059,0.00023597937,0.05120635,0.00031274682],"about_ca_topic_score_codex":0.00015209778,"about_ca_topic_score_gemma":0.000007076832,"teacher_disagreement_score":0.048252128,"about_ca_system_score_codex":0.000009048638,"about_ca_system_score_gemma":0.000005202337,"threshold_uncertainty_score":0.9997545},"labels":[],"label_agreement":null},{"id":"W1997066779","doi":"10.1002/fam.938","title":"Manikin test for flame engulfment evaluation of protective clothing: Historical review and development of a new ISO standard","year":2006,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; European standard; Test (biology); Combustor; Aeronautics; Test method; Round robin test; Engineering; International standard; Forensic engineering; Computer science; Architectural engineering; Simulation; Automotive engineering; Telecommunications; Chemistry; Combustion; Mathematics","score_opus":0.030913724424890213,"score_gpt":0.27871899672698935,"score_spread":0.24780527230209914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997066779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603227,0.026386634,0.008612261,0.00034473787,0.00022258205,0.003551908,0.00022180424,0.00004617151,0.00029120644],"genre_scores_gemma":[0.9902043,0.0014000067,0.007908136,0.000008272573,0.00006279055,0.00020512019,0.000043649612,0.000021857104,0.00014591242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993621,0.0000182232,0.00027801265,0.000087273096,0.00016602482,0.000088357876],"domain_scores_gemma":[0.9997418,0.000029718925,0.000046455963,0.000060687347,0.00009824514,0.000023071552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882905,0.00006964103,0.00023848472,0.000022069213,0.000024777257,0.0000085270885,0.00002986097,0.00003582324,0.000027426953],"category_scores_gemma":[0.000059662,0.00006126747,0.000012057778,0.0000296643,0.000008869688,0.000027775855,0.000018986495,0.000019587647,3.2193307e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002828237,0.0001677186,0.00022018203,0.028520525,0.0002185434,0.0000017717771,0.003007938,0.00015112331,0.5339696,0.0014221573,0.01796232,0.41407531],"study_design_scores_gemma":[0.0074160956,0.0016026085,0.030832276,0.005780553,0.0007074507,0.000019425213,0.00012562503,0.011001576,0.65002626,0.011747406,0.27944422,0.0012964838],"about_ca_topic_score_codex":0.00009872938,"about_ca_topic_score_gemma":0.000019660682,"teacher_disagreement_score":0.41277882,"about_ca_system_score_codex":0.00014163268,"about_ca_system_score_gemma":0.00006528405,"threshold_uncertainty_score":0.2498415},"labels":[],"label_agreement":null},{"id":"W2001938424","doi":"10.1002/fam.971","title":"Predicting the thermal response of gypsum board subjected to a constant heat flux","year":2008,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; FPInnovations","funders":"FPInnovations","keywords":"Gypsum; Cone calorimeter; Heat flux; Heat transfer; Fire test; Materials science; Environmental science; Engineering; Forensic engineering; Structural engineering; Nuclear engineering; Mechanics; Pyrolysis; Composite material; Waste management; Char","score_opus":0.014219525462310461,"score_gpt":0.1918592717391511,"score_spread":0.17763974627684065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001938424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984916,0.0004133701,0.0000017639798,0.00011379248,0.00018178452,0.00015936018,0.000045638306,0.000087826695,0.00050487526],"genre_scores_gemma":[0.9995103,0.000053588632,0.000050250477,0.000028398998,0.00005278057,0.000020370257,0.0000042989764,0.000012077928,0.00026793635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995898,0.000051036473,0.0001325938,0.000061175175,0.000053010557,0.00011238808],"domain_scores_gemma":[0.99979436,0.000056639365,0.00000983638,0.00010004128,0.000012936183,0.000026192376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108828404,0.00008035147,0.0001353957,0.000017128557,0.00007082264,0.000015594553,0.000042601256,0.000030267858,0.00009514065],"category_scores_gemma":[0.000020131863,0.00004839354,0.000014540675,0.000038732494,0.000035656845,0.00003839402,0.000021296135,0.000018163424,0.000012964201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044066863,0.0000064858386,0.0018772791,0.000031767817,0.000041893167,0.000010641812,0.0030433675,0.000021653477,0.9933024,0.000008116778,0.001051078,0.000164621],"study_design_scores_gemma":[0.00024263469,0.00012366961,0.032671884,0.00004313304,0.00001666144,0.000016928245,0.00009891937,0.000031613134,0.96554035,0.000005496899,0.0011335526,0.00007513877],"about_ca_topic_score_codex":0.00011056004,"about_ca_topic_score_gemma":0.0000041776366,"teacher_disagreement_score":0.030794604,"about_ca_system_score_codex":0.0000067870424,"about_ca_system_score_gemma":0.000010210684,"threshold_uncertainty_score":0.19734313},"labels":[],"label_agreement":null},{"id":"W2027547379","doi":"10.1002/fam.950","title":"The effectiveness of magnesium carbonate‐based flame retardants for poly(ethylene‐co‐vinyl acetate) and poly(ethylene‐co‐ethyl acrylate)","year":2007,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Fire retardant; Cone calorimeter; Magnesium; Ethylene carbonate; Acrylate; Materials science; Flammability; Ethyl acrylate; Magnesium acetate; Vinyl acetate; Methyl acrylate; Ethylene-vinyl acetate; Polymer chemistry; Chemical engineering; Polymer; Chemistry; Nuclear chemistry; Organic chemistry; Composite material; Combustion; Char","score_opus":0.014147557200112891,"score_gpt":0.2640929486058193,"score_spread":0.24994539140570637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027547379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98931843,0.006463524,0.0001285782,0.00020145092,0.00159089,0.0012247806,0.0006534462,0.00010920201,0.00030972555],"genre_scores_gemma":[0.9977142,0.00063574204,0.00071799464,0.00009338098,0.0002957067,0.00012711885,0.00006871528,0.00008270383,0.00026441942],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996237,0.0007301133,0.00096340716,0.0007208778,0.00040844973,0.0009401948],"domain_scores_gemma":[0.99738747,0.0012162046,0.00042614885,0.00057476945,0.00019171397,0.000203697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006797809,0.000545805,0.0010245839,0.00010490015,0.0005636202,0.0004114012,0.00041588693,0.0003119124,0.00015893986],"category_scores_gemma":[0.00027197873,0.00036389002,0.000119159835,0.000112858645,0.0006394802,0.00029103277,0.00016085735,0.0000949738,0.000025504693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037958338,0.00003981146,0.00024618264,0.0015696768,0.000038072943,0.000013464024,0.00030380473,9.930385e-7,0.9907275,0.0003940677,0.00006088111,0.002809729],"study_design_scores_gemma":[0.0015424654,0.0005104631,0.011055017,0.00023429966,0.00010814676,0.00002560885,0.00011923854,0.000019710722,0.9815886,0.0011995299,0.0031080574,0.00048886804],"about_ca_topic_score_codex":0.00090385997,"about_ca_topic_score_gemma":0.00005608776,"teacher_disagreement_score":0.010808834,"about_ca_system_score_codex":0.00004048428,"about_ca_system_score_gemma":0.00011494726,"threshold_uncertainty_score":0.9998813},"labels":[],"label_agreement":null},{"id":"W2033789472","doi":"10.1002/fam.984","title":"Fire loads in commercial premises","year":2008,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"FPInnovations; Carleton University","funders":"","keywords":"Percentile; Environmental science; Mean value; Clothing; Fire safety; Toxicology; Mathematics; Forensic engineering; Geography; Engineering; Agricultural economics; Statistics; Archaeology; Economics; Biology","score_opus":0.015368492058144938,"score_gpt":0.22130249862411874,"score_spread":0.2059340065659738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033789472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977698,0.00028497854,0.000007623695,0.00007622413,0.0001925169,0.00008699145,0.000042829088,0.000054427463,0.0014846171],"genre_scores_gemma":[0.99808866,0.0014624576,0.00005353511,0.00002261652,0.00008187944,0.0000133358635,0.000023702632,0.000014263123,0.00023954075],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99952865,0.000015169364,0.00013343207,0.00008282076,0.0000666361,0.00017329017],"domain_scores_gemma":[0.9998363,0.000019893076,0.000007057697,0.00008971718,0.0000083501645,0.000038663915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007823493,0.00007734198,0.00014776675,0.00002118768,0.000046297737,0.000019971274,0.00006202833,0.00006244849,0.0001471687],"category_scores_gemma":[0.0000100886255,0.0000729854,0.000012227128,0.00004930735,0.0000301056,0.00005848327,0.000033259796,0.000048103953,0.000023681312],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067853683,0.00046231438,0.058807794,0.003295328,0.00024241795,0.0014773972,0.011174154,0.0017630267,0.5349515,0.0029534241,0.11249784,0.27169627],"study_design_scores_gemma":[0.0028590106,0.00023812488,0.8344545,0.00033343202,0.000017807402,0.00021182027,0.000091442955,0.029046472,0.065228,0.0011085893,0.06515183,0.0012589908],"about_ca_topic_score_codex":0.00016141427,"about_ca_topic_score_gemma":0.000029231907,"teacher_disagreement_score":0.7756467,"about_ca_system_score_codex":0.000014293028,"about_ca_system_score_gemma":0.000008897163,"threshold_uncertainty_score":0.2976258},"labels":[],"label_agreement":null},{"id":"W2035578836","doi":"10.1002/fam.1056","title":"Effects of oily contamination and decontamination on the flame resistance of thermal protective textiles","year":2010,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Human decontamination; Contamination; Flammability; Limiting oxygen index; Pulp and paper industry; Waste management; Aramid; Combustion; Diesel fuel; Materials science; Fire retardant; Laundry; Environmental science; Composite material; Chemistry; Fiber; Organic chemistry","score_opus":0.005440145593701525,"score_gpt":0.19543406864268856,"score_spread":0.18999392304898705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035578836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863786,0.0001268365,0.000008599251,0.00012966864,0.0003316549,0.00053359417,0.000041568994,0.000013914236,0.0001762882],"genre_scores_gemma":[0.99956083,0.000052921758,0.000093402414,0.000025544554,0.00005640786,0.00007817024,0.0000024124947,0.000009245893,0.00012106548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992207,0.00016168869,0.0002394142,0.00015397755,0.00011975436,0.00010440907],"domain_scores_gemma":[0.99933046,0.00023311331,0.00021642869,0.00012442625,0.000076837314,0.00001870506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005762713,0.00010800946,0.00024289658,0.000024347102,0.00008239666,0.000056009263,0.00008531354,0.00007007484,0.00012593425],"category_scores_gemma":[0.00020917166,0.00006346635,0.000014886085,0.000026058317,0.00019779976,0.00012297048,0.00004121308,0.000035610363,0.0000046590458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019612785,0.00001864875,0.000017028797,0.0004130448,0.0000058957885,7.714733e-7,0.0007249953,8.7367056e-8,0.9928887,0.004372376,0.000019597237,0.0013427351],"study_design_scores_gemma":[0.0002487164,0.00015497702,0.02759914,0.0001621582,0.000016599779,0.0000015536646,0.000044893444,0.000003432723,0.97078824,0.0007457565,0.00015960002,0.00007491927],"about_ca_topic_score_codex":0.00010101903,"about_ca_topic_score_gemma":0.000037211954,"teacher_disagreement_score":0.02758211,"about_ca_system_score_codex":0.0000039901543,"about_ca_system_score_gemma":0.000014768025,"threshold_uncertainty_score":0.25880826},"labels":[],"label_agreement":null},{"id":"W2055707038","doi":"10.1002/fam.928","title":"Fire losses in selected property classifications of non‐residential, commercial and residential wood buildings. Part 1: hotels/motels and care homes for aged","year":2006,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Intertek (Canada)","funders":"FPInnovations","keywords":"Fire safety; Smoke; Forensic engineering; Architectural engineering; Fire protection; Flammability; Building code; Engineering; Environmental science; Civil engineering; Transport engineering; Waste management","score_opus":0.023258574376947037,"score_gpt":0.2975054276778361,"score_spread":0.27424685330088905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055707038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721855,0.0010396482,0.00005634663,0.0005623574,0.00016780879,0.0007333342,0.00016464078,0.000019544079,0.000037797385],"genre_scores_gemma":[0.99762815,0.0005556939,0.0006680807,0.00004559191,0.00029843062,0.00006447677,0.00037203875,0.0000131564175,0.00035436294],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896014,0.00014254208,0.00042535012,0.00023667469,0.00006040142,0.00017489101],"domain_scores_gemma":[0.9994996,0.000100164725,0.00015194676,0.00011262351,0.00009703246,0.000038588114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034865172,0.00012833395,0.00045913077,0.000062246574,0.00014394445,0.000029011077,0.000035277222,0.00019143736,0.000047389454],"category_scores_gemma":[0.0001848822,0.00009684963,0.000027918093,0.00007971618,0.0001337609,0.000105271625,0.000032296484,0.00006502028,6.1160006e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026822565,0.00025011704,0.082015954,0.0035560497,0.00014675538,0.000018975803,0.0020786363,0.0000010148603,0.8581052,0.0002925217,0.03863243,0.012220107],"study_design_scores_gemma":[0.0017181186,0.00032468987,0.8508139,0.00037553738,0.00019050529,0.000018965067,0.00017594411,0.000008731702,0.14402214,0.00055980124,0.0016503275,0.00014133866],"about_ca_topic_score_codex":0.0013068318,"about_ca_topic_score_gemma":0.00051024806,"teacher_disagreement_score":0.76879793,"about_ca_system_score_codex":0.000011539191,"about_ca_system_score_gemma":0.000051898667,"threshold_uncertainty_score":0.39494133},"labels":[],"label_agreement":null},{"id":"W2059984251","doi":"10.1002/fam.816","title":"A model to predict fire resistance of non‐load bearing wood‐stud walls","year":2003,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"FPInnovations","keywords":"Gypsum; Fire performance; Heat transfer; Fire resistance; Structural engineering; Materials science; Composite material; Thermal insulation; Fire test; Thermal conduction; Engineering; Mechanics; Layer (electronics)","score_opus":0.01672043651708256,"score_gpt":0.20422825574656464,"score_spread":0.1875078192294821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059984251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498117,0.0007578285,0.000048123908,0.00003296086,0.0001421948,0.00016673346,0.00004754788,0.0000652434,0.0037582247],"genre_scores_gemma":[0.99626404,0.00015133644,0.0012757237,0.000017135417,0.000025355086,0.00003509302,0.0000037543289,0.000018639152,0.002208922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949425,0.0000103128605,0.00016165321,0.000106648746,0.00007974756,0.00014737884],"domain_scores_gemma":[0.99978393,0.000009077463,0.000017057775,0.00012829519,0.000018025012,0.000043602107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084229745,0.000111758214,0.00019804585,0.000015029909,0.00003587279,0.000029658362,0.00004806705,0.00004600662,0.000039784685],"category_scores_gemma":[0.000013160474,0.00009303539,0.000017489601,0.000039524963,0.000010430478,0.00007139646,0.000018318728,0.000019101992,0.0000119697725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015076208,0.00006233867,0.0005637457,0.0010637782,0.00021872549,0.000013380667,0.006086489,0.0024213202,0.97309804,0.0005553684,0.013920775,0.0018452893],"study_design_scores_gemma":[0.0006362502,0.000110560366,0.0011014288,0.0002915541,0.000057674555,0.000002403198,0.000101257436,0.0011253126,0.9876437,0.00041129548,0.008215887,0.00030266165],"about_ca_topic_score_codex":0.000031396426,"about_ca_topic_score_gemma":0.000015374635,"teacher_disagreement_score":0.0145456875,"about_ca_system_score_codex":0.000018292772,"about_ca_system_score_gemma":0.000012699898,"threshold_uncertainty_score":0.37938735},"labels":[],"label_agreement":null},{"id":"W2064284369","doi":"10.1002/fam.772","title":"Thoughts and observations on fire‐endurance tests of wood‐frame assemblies protected by gypsum board","year":2001,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gypsum; Engineering; Fire resistance; Fire test; Frame (networking); Forensic engineering; On board; Civil engineering; Mechanical engineering; Materials science; Composite material","score_opus":0.014245966892427108,"score_gpt":0.22039642862954947,"score_spread":0.20615046173712237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064284369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977454,0.0003983518,0.000019472058,0.00014166482,0.0005090327,0.00051377295,0.00022568158,0.00025407603,0.00019256349],"genre_scores_gemma":[0.998419,0.0004588921,0.0005025152,0.00006429404,0.0001707125,0.00011686726,0.000042160496,0.000042956668,0.00018264103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999041,0.000068622525,0.0003239641,0.00021171715,0.00012031585,0.00023438194],"domain_scores_gemma":[0.9994681,0.0001319802,0.000078949866,0.00022397096,0.00003484633,0.00006215178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015890168,0.00022340742,0.0004057315,0.0000368428,0.00006530132,0.000111826754,0.00009182043,0.00014575777,0.000061121245],"category_scores_gemma":[0.00010693355,0.00020132912,0.00001944339,0.000112930895,0.00004960368,0.00018006847,0.000036592988,0.000054391057,0.0000120010955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004031088,0.000011191459,0.00012363085,0.00033434544,0.000029121487,0.0000052872024,0.00012955688,0.000010294879,0.9937122,0.0000643979,0.0043381643,0.0012015125],"study_design_scores_gemma":[0.00058035593,0.00018737132,0.028425634,0.00034633372,0.000030120576,0.000013583238,0.000018551873,0.00027252646,0.9557089,0.00020948933,0.013840223,0.0003669119],"about_ca_topic_score_codex":0.00008650145,"about_ca_topic_score_gemma":0.000007065108,"teacher_disagreement_score":0.03800329,"about_ca_system_score_codex":0.000014348328,"about_ca_system_score_gemma":0.000007535827,"threshold_uncertainty_score":0.82099634},"labels":[],"label_agreement":null},{"id":"W2089561550","doi":"10.1002/fam.992","title":"Steady‐state heat flux measurements in radiative and mixed radiative–convective environments","year":2009,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Radiative transfer; Convection; Radiative flux; Heat flux; Schmidt number; Mechanics; Convective heat transfer; Chemistry; Thermodynamics; Heat transfer; Physics; Prandtl number; Optics","score_opus":0.019595506508361622,"score_gpt":0.21759522738086165,"score_spread":0.19799972087250003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089561550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972338,0.000506852,0.00047597126,0.000072811665,0.00015966325,0.0004062944,0.00003798508,0.000119610246,0.000986997],"genre_scores_gemma":[0.99907917,0.0004166162,0.00016120466,0.00013089042,0.000027630014,0.000029656749,0.00002230003,0.000012954813,0.00011955404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99930966,0.0000639742,0.00019716089,0.00015687301,0.00011031066,0.00016201533],"domain_scores_gemma":[0.99982303,0.000011334093,0.000021156058,0.00007699726,0.0000060309158,0.00006145688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019994838,0.00014530637,0.00021135557,0.000059856604,0.000032845855,0.00004940035,0.000034451867,0.00005310485,0.00006266656],"category_scores_gemma":[0.0000120433615,0.00014222413,0.0000123305335,0.0000435234,0.000022335455,0.00020676471,0.000011514074,0.000042219533,0.0000072787343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047128106,0.0000405527,0.0007260621,0.000037733786,0.000038380644,0.00000405907,0.001817678,0.0000669321,0.9826218,0.000054227865,0.0016774083,0.012868041],"study_design_scores_gemma":[0.0008179462,0.00009436477,0.077752024,0.000053264528,0.000010657155,0.0000020872387,0.000054815664,0.00020536059,0.9178906,0.0005165898,0.0023966206,0.00020564436],"about_ca_topic_score_codex":0.000020640882,"about_ca_topic_score_gemma":0.000009182142,"teacher_disagreement_score":0.07702596,"about_ca_system_score_codex":0.000059764614,"about_ca_system_score_gemma":0.000005636091,"threshold_uncertainty_score":0.57997316},"labels":[],"label_agreement":null},{"id":"W2096849350","doi":"10.1002/fam.841","title":"Environmental issues related to end‐of‐life options of plastics containing brominated flame retardants","year":2004,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Fire retardant; Environmental science; Waste management; Legislation; Forensic engineering; Engineering; Chemistry; Organic chemistry","score_opus":0.008369792669465506,"score_gpt":0.2281559723010406,"score_spread":0.2197861796315751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096849350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987584,0.00004388163,0.000102692036,0.00009509861,0.00008391769,0.00019343031,0.000055392444,0.000039753908,0.000627454],"genre_scores_gemma":[0.9965676,0.00020808943,0.0028663878,0.00003659924,0.000008697175,0.000008088525,0.00001863107,0.000010160108,0.00027572046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923277,0.000030603616,0.00031327718,0.00016569295,0.00012913573,0.00012849375],"domain_scores_gemma":[0.99968094,0.00001805841,0.000108981396,0.00013308208,0.0000020655125,0.00005684679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018392348,0.00009753471,0.00021486338,0.000028466833,0.00004646681,0.00001352429,0.00009549152,0.00005574165,0.0005376426],"category_scores_gemma":[0.000033887278,0.00008967295,0.00002053055,0.00005605401,0.00011846447,0.00007660286,0.0001546648,0.000027369382,0.000047789705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076005635,0.00006871774,0.0037382413,0.00003505729,0.00003123887,0.000005892961,0.0010009704,0.0004491511,0.9903872,0.00056568196,0.00033823182,0.0033036142],"study_design_scores_gemma":[0.00071656186,0.00061109423,0.08059195,0.00018695305,0.00004823414,0.000005254157,0.00052299636,0.00003551095,0.9125161,0.0025173253,0.0019772814,0.0002707253],"about_ca_topic_score_codex":0.0004170775,"about_ca_topic_score_gemma":0.000004783077,"teacher_disagreement_score":0.077871084,"about_ca_system_score_codex":0.000034301884,"about_ca_system_score_gemma":0.0000036171316,"threshold_uncertainty_score":0.588681},"labels":[],"label_agreement":null},{"id":"W2109974407","doi":"10.1002/fam.797","title":"A comparative analysis of protocols for measuring heat transmission through flame resistant materials: capturing the effects of thermal shrinkage","year":2002,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Shrinkage; Thermal; Materials science; Composite material; Repeatability; Textile; Structural engineering; Engineering; Mathematics; Statistics","score_opus":0.04036070818344468,"score_gpt":0.26582190138533746,"score_spread":0.22546119320189278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109974407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924242,0.0012546546,0.0007409761,0.000022560364,0.00008800261,0.0050692474,0.00015982779,0.000045738092,0.00019479553],"genre_scores_gemma":[0.9966841,0.00021613903,0.00026590735,0.000005645585,0.000037875583,0.0027555407,0.000005851126,0.000017239003,0.000011724585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903417,0.00009985608,0.0004076485,0.00014986451,0.00012134595,0.00018712808],"domain_scores_gemma":[0.9995363,0.00020479162,0.000037461203,0.00016168262,0.000036858917,0.000022924445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018904463,0.00018258802,0.000751838,0.0000515444,0.000085873886,0.000026831996,0.00009661731,0.00005405908,0.00005205541],"category_scores_gemma":[0.000010916087,0.00012164512,0.00008356677,0.00013641323,0.00006890404,0.00009622333,0.0000134492775,0.000029702305,5.4054624e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010192679,0.000023903385,0.00002075288,0.0020819444,0.00082563836,0.0000012217605,0.011075409,0.0002961807,0.9852545,0.000081695856,0.00003621292,0.00020059678],"study_design_scores_gemma":[0.0005334801,0.00012861412,0.0072612935,0.00036280093,0.00043181534,3.4759742e-7,0.00010758221,0.00041462097,0.9902941,0.000027787548,0.00030883146,0.00012872659],"about_ca_topic_score_codex":0.00008035001,"about_ca_topic_score_gemma":0.000009672678,"teacher_disagreement_score":0.010967827,"about_ca_system_score_codex":0.000015900561,"about_ca_system_score_gemma":0.0000029711503,"threshold_uncertainty_score":0.4960544},"labels":[],"label_agreement":null},{"id":"W2121378603","doi":"10.1002/fam.889","title":"Combustibility of cyanate ester resins","year":2005,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Combustibility; Combustion; Calorimetry; Char; Smoke; Heat of combustion; Pyrolysis; Materials science; Chemical engineering; Chemistry; Waste management; Organic chemistry; Thermodynamics","score_opus":0.00730725835929557,"score_gpt":0.21641248961746434,"score_spread":0.20910523125816877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121378603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99798495,0.00012627561,0.000053278673,0.00015616343,0.00009766893,0.0000672835,0.00007537762,0.000036292262,0.0014027172],"genre_scores_gemma":[0.99917984,0.00020778412,0.00030596758,0.000017797665,0.00004998345,0.0000026399396,0.00001240956,0.000009527187,0.00021402605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959767,0.000013485118,0.00014659396,0.00006983744,0.000059227605,0.0001131771],"domain_scores_gemma":[0.9997998,0.000016907159,0.000010863618,0.00012442814,0.000016783853,0.000031204556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015573525,0.000056113226,0.0001288345,0.000017043465,0.000018319248,0.000017343755,0.00004985557,0.000041989937,0.0001556863],"category_scores_gemma":[0.0000085081,0.0000491105,0.000012519337,0.000028623515,0.00002759195,0.000053345197,0.000027967331,0.000027597946,0.0000150442065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001525136,0.00011359155,0.0015557186,0.0016581381,0.00011827848,0.000013723569,0.001112277,0.0014408157,0.8928522,0.0047174674,0.0101796435,0.086085625],"study_design_scores_gemma":[0.0018945278,0.00024776967,0.15965354,0.00024550225,0.0000502031,0.000026532927,0.000081437676,0.06368898,0.672784,0.0028749385,0.09759502,0.00085758563],"about_ca_topic_score_codex":0.000050842085,"about_ca_topic_score_gemma":0.000028881806,"teacher_disagreement_score":0.22006825,"about_ca_system_score_codex":0.000009233054,"about_ca_system_score_gemma":0.000004642293,"threshold_uncertainty_score":0.20026681},"labels":[],"label_agreement":null},{"id":"W2139782856","doi":"10.1002/fam.2259","title":"Heat release rates of modern residential furnishings during combustion in a room calorimeter","year":2014,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; University of Ottawa","keywords":"Thermocouple; Cone calorimeter; Heat flux; Environmental science; Smoke; Combustion; Fire test; Calorimeter (particle physics); Materials science; Nuclear engineering; Waste management; Engineering; Composite material; Heat transfer; Detector; Mechanics; Electrical engineering; Chemistry; Physics","score_opus":0.008266348405022765,"score_gpt":0.22511622773100745,"score_spread":0.21684987932598468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139782856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923193,0.00010862842,0.00022821855,0.000041996314,0.00017248289,0.00008302205,0.000021460603,0.000028370245,0.00008385933],"genre_scores_gemma":[0.9996137,0.00015840649,0.00007405222,0.0000048803345,0.000060370934,0.0000074786417,0.000020262123,0.000016259079,0.000044592296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99942315,0.000036981557,0.00020200296,0.0001001672,0.000084102496,0.00015362048],"domain_scores_gemma":[0.9998101,0.00002641447,0.000009852654,0.00010067311,0.000016611271,0.000036346137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020232298,0.00007742541,0.00017888877,0.000050594976,0.000027059043,0.000044675642,0.00005473816,0.000062685795,0.000034214587],"category_scores_gemma":[0.00002877352,0.00007464788,0.000016053385,0.000043091164,0.000014619213,0.00010457436,0.000037467726,0.00005245927,0.000004386423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012825475,0.000017047918,0.00094620563,0.0005603477,0.000015388137,0.000008788343,0.0004113598,0.0026680774,0.99306685,0.00011198554,0.00013404981,0.0019316393],"study_design_scores_gemma":[0.001648092,0.00010602507,0.11898996,0.0003669379,0.000018322218,0.000013045443,0.000028201335,0.24674678,0.62801164,0.0035736428,0.00012865302,0.00036869655],"about_ca_topic_score_codex":0.00048493332,"about_ca_topic_score_gemma":0.00005803829,"teacher_disagreement_score":0.3650552,"about_ca_system_score_codex":0.00001501076,"about_ca_system_score_gemma":0.0000043681143,"threshold_uncertainty_score":0.30440524},"labels":[],"label_agreement":null},{"id":"W2143316003","doi":"10.1002/fam.1083","title":"Panic or not in fire: Clarifying the misconception","year":2011,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Panic; Psychology; Element (criminal law); Phenomenon; Forensic engineering; Engineering; Psychiatry; Political science; Anxiety; Law; Epistemology","score_opus":0.049233221773356206,"score_gpt":0.23202973060819576,"score_spread":0.18279650883483956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143316003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988583,0.00007297502,0.00010815313,0.000041436662,0.0002600898,0.00008016517,0.000008663844,0.000055692635,0.00051452446],"genre_scores_gemma":[0.99917585,0.0002598347,0.00012862723,0.00012027919,0.00004649529,0.00001511085,0.000007035342,0.000009157773,0.00023758944],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996904,0.000017650433,0.00011824448,0.000056220288,0.00003271512,0.00008477642],"domain_scores_gemma":[0.99987924,0.000013188672,0.000013589657,0.000075178206,0.0000045984025,0.000014225313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011424399,0.00005554851,0.00007346066,0.000008772323,0.000028008106,0.000027808182,0.00004350044,0.00005411168,0.0004949201],"category_scores_gemma":[0.000009486493,0.00003645017,0.0000077797695,0.00003231442,0.0000122091105,0.00006614368,0.000012137949,0.00003623595,0.00003233286],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005457047,0.00011528512,0.0021091092,0.0008954978,0.00012119518,0.00006362209,0.036485523,0.00031662555,0.7944433,0.011075249,0.0075699296,0.14625894],"study_design_scores_gemma":[0.00382251,0.00032046487,0.44822404,0.0005667636,0.000132294,0.00009544584,0.003366353,0.053200617,0.44761148,0.004663483,0.036231942,0.0017646173],"about_ca_topic_score_codex":0.000060635157,"about_ca_topic_score_gemma":0.0000627363,"teacher_disagreement_score":0.44611493,"about_ca_system_score_codex":0.00000893504,"about_ca_system_score_gemma":0.0000042865954,"threshold_uncertainty_score":0.54190284},"labels":[],"label_agreement":null},{"id":"W2151601762","doi":"10.1002/fam.2264","title":"Flammability properties of paper coated with poly (methylenephosphine), an organophosphorus polymer","year":2014,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fire retardant; Limiting oxygen index; Thermogravimetric analysis; Flammability; Thermal stability; Materials science; Chemical engineering; Composite material; Char; Nuclear chemistry; Chemistry; Polymer chemistry; Organic chemistry; Combustion","score_opus":0.010511594860185675,"score_gpt":0.1894929854078852,"score_spread":0.17898139054769951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151601762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704224,0.0017553003,0.000016015869,0.00016817809,0.00041744806,0.00027798302,0.00007909822,0.000120514575,0.00012324899],"genre_scores_gemma":[0.9988211,0.00013517702,0.00038885724,0.0001644576,0.000133035,0.00003457387,0.000017792392,0.000043732452,0.00026128744],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981162,0.0002810165,0.00052279845,0.00046025313,0.00025612206,0.00036359916],"domain_scores_gemma":[0.99901223,0.000027863567,0.0002093615,0.0005038309,0.00012465393,0.00012208261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007886808,0.00030049257,0.0006458872,0.00003104656,0.00015300575,0.00018901721,0.00023457324,0.00012646774,0.001627431],"category_scores_gemma":[0.00006302747,0.00018131021,0.000028455113,0.00008049023,0.00036580957,0.00046887962,0.00011748186,0.00004171991,0.00005215928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007734575,0.000060086008,0.0001779415,0.00027899546,0.000014447712,0.0000015383112,0.0005741377,6.0696107e-7,0.99651885,0.00036616475,0.000030992516,0.0012028076],"study_design_scores_gemma":[0.00046795126,0.00059023587,0.0014802085,0.0001341981,0.000042658015,0.000017101933,0.00008154294,0.000008433601,0.9955308,0.00011353477,0.0012234506,0.00030987675],"about_ca_topic_score_codex":0.0027948206,"about_ca_topic_score_gemma":0.000051285355,"teacher_disagreement_score":0.0027435352,"about_ca_system_score_codex":0.000011575208,"about_ca_system_score_gemma":0.00006112253,"threshold_uncertainty_score":0.9992852},"labels":[],"label_agreement":null},{"id":"W2156158219","doi":"10.1002/fam.880","title":"Thermal properties of lightweight‐framed construction components at elevated temperatures","year":2005,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"FPInnovations","keywords":"Thermal conductivity; Thermal expansion; Thermal; Thermal bridge; Materials science; Thermal mass; Thermal insulation; Composite material; Thermal transmittance; Fire resistance; Gypsum; Structural engineering; Thermal resistance; Engineering; Thermodynamics","score_opus":0.012385797406176173,"score_gpt":0.17460170651768941,"score_spread":0.16221590911151323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156158219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775296,0.001500679,2.8317567e-7,0.000059483194,0.00022467338,0.00011781245,0.000022444136,0.00010415132,0.00021752574],"genre_scores_gemma":[0.9991812,0.00021402637,0.00016502835,0.000012166435,0.00010086314,0.000013627179,0.000024466835,0.000013710252,0.00027487654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99959826,0.000017762068,0.00015526143,0.00007138342,0.000054596265,0.00010274585],"domain_scores_gemma":[0.99986285,0.000004176407,0.000023307566,0.0000718115,0.000015598127,0.000022269804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028498709,0.0001046832,0.00016469309,0.000021071866,0.000049779203,0.000027790524,0.00003246505,0.00005271961,0.00014298245],"category_scores_gemma":[0.0000021643325,0.00006983854,0.0000147333285,0.00002132152,0.000044184362,0.0000987384,0.000018148188,0.000020515135,0.00002300406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059750753,0.000010167114,0.0002367035,0.000092158094,0.00005275312,8.4512703e-7,0.00035574555,0.000015380285,0.998272,0.000031748714,0.00024715305,0.0006256067],"study_design_scores_gemma":[0.00027436521,0.000027021877,0.0016494733,0.000062577776,0.000018218141,0.000006959254,0.000014885467,0.00006863921,0.9952109,0.000007686188,0.0025693611,0.00008990053],"about_ca_topic_score_codex":0.00002327717,"about_ca_topic_score_gemma":0.0000034562458,"teacher_disagreement_score":0.0030610762,"about_ca_system_score_codex":0.000013452774,"about_ca_system_score_gemma":0.0000028233776,"threshold_uncertainty_score":0.2847933},"labels":[],"label_agreement":null},{"id":"W2159984452","doi":"10.1002/fam.881","title":"A flammability performance comparison between synthetic and natural clays in polystyrene nanocomposites","year":2004,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Organoclay; Flammability; Nanocomposite; Polystyrene; Thermogravimetric analysis; Materials science; Cone calorimeter; Montmorillonite; Thermal stability; Chemical engineering; Fire retardant; Composite material; Polymer clay; Polymer; Pyrolysis","score_opus":0.013016594044338857,"score_gpt":0.22854792657398895,"score_spread":0.2155313325296501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159984452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977445,0.0012131423,0.000003646934,0.00021287003,0.00039582272,0.000273204,0.000053820047,0.00006119091,0.000041831026],"genre_scores_gemma":[0.99905384,0.00016033759,0.00054532656,0.000031570427,0.00012087421,0.000025382678,0.000016752541,0.000015519847,0.00003042438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985862,0.00011847999,0.00047035253,0.00036275142,0.000134677,0.00032755453],"domain_scores_gemma":[0.9995631,0.000048571226,0.00010457102,0.00019148379,0.000022847598,0.00006943091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005436052,0.00021325346,0.00054083235,0.000047068912,0.00014540539,0.00023556441,0.00013148696,0.000094686504,0.00012608802],"category_scores_gemma":[0.000030053487,0.00016010342,0.000019707784,0.00005552069,0.0001849936,0.00028068968,0.00014860362,0.000059346363,0.000044986853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012303237,0.000022054963,0.0077092103,0.00028736767,0.0000045981033,0.0000026926405,0.00052739354,0.0000064146175,0.98892796,0.00006533709,0.0000061845485,0.002317739],"study_design_scores_gemma":[0.00052723207,0.00013113463,0.060650077,0.00022113053,0.00001805519,0.0000191343,0.000032080323,0.000017225046,0.9375497,0.0003546307,0.0002534687,0.00022614916],"about_ca_topic_score_codex":0.00067302235,"about_ca_topic_score_gemma":0.00003752453,"teacher_disagreement_score":0.052940868,"about_ca_system_score_codex":0.000031816537,"about_ca_system_score_gemma":0.000027587359,"threshold_uncertainty_score":0.65288275},"labels":[],"label_agreement":null},{"id":"W2188137078","doi":"10.1002/fam.2345","title":"Creep of prestressing steels in fire","year":2015,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ove Arup Foundation; Royal Academy of Engineering","keywords":"Creep; Structural engineering; Materials science; Stress relaxation; Structural material; Structural integrity; Service life; Stress (linguistics); Forensic engineering; Engineering; Composite material","score_opus":0.015575092849395442,"score_gpt":0.21548138961578955,"score_spread":0.1999062967663941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188137078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975346,0.00061912707,0.000009296911,0.000018314278,0.00066831417,0.000167632,0.000050779607,0.00009612807,0.0008358462],"genre_scores_gemma":[0.99940103,0.0000525506,0.00032079895,0.000012167921,0.000105857616,0.000017704615,0.000012226104,0.000025789355,0.000051892424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927986,0.000059807062,0.0002864533,0.000113712245,0.00008884097,0.0001713568],"domain_scores_gemma":[0.9996813,0.00004461009,0.00004207054,0.0001530534,0.00001860111,0.000060383933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028211577,0.00012468563,0.00032453676,0.00003532311,0.000010232105,0.00005272487,0.00007819095,0.000087943365,0.00007261765],"category_scores_gemma":[0.00006625888,0.00011723326,0.000012582124,0.000053424952,0.00002905915,0.00014212812,0.000045350047,0.00002755872,0.000013988798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007656381,0.000013407203,0.0005368287,0.00094610115,0.000027882708,0.000037158145,0.0010082212,0.0003544884,0.9838291,0.00011724641,0.0031675352,0.009885464],"study_design_scores_gemma":[0.0007745284,0.00008608568,0.004961798,0.00034416397,0.000013955329,0.000009409593,0.000055284734,0.0009323657,0.99001783,0.00026443962,0.0023048948,0.0002352195],"about_ca_topic_score_codex":0.00020225304,"about_ca_topic_score_gemma":0.0000058701366,"teacher_disagreement_score":0.009650244,"about_ca_system_score_codex":0.00001760254,"about_ca_system_score_gemma":0.000013872431,"threshold_uncertainty_score":0.47806337},"labels":[],"label_agreement":null},{"id":"W2415043319","doi":"10.1002/fam.2373","title":"Measurement of thermophysical properties of fire‐resistive and reactive materials. Urgent problems and solutions","year":2016,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Integrity Testing Laboratory (Canada)","funders":"","keywords":"Thermal conductivity; Resistive touchscreen; Materials science; Ceramic; Calorimeter (particle physics); Material properties; Thermal mass; Nuclear engineering; Transient (computer programming); Forensic engineering; Thermal; Mechanical engineering; Composite material; Thermodynamics; Engineering; Computer science; Electrical engineering","score_opus":0.033491178940985404,"score_gpt":0.20456460598811124,"score_spread":0.17107342704712583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415043319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984267,0.00087826484,0.000026973667,0.000118025724,0.00007479553,0.00023301468,0.0001731783,0.000016837806,0.000052208685],"genre_scores_gemma":[0.9984284,0.0014409098,0.00002552247,0.0000018856459,0.000026104599,0.000035443845,0.0000022107188,0.000013368348,0.00002617149],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993645,0.000037296177,0.0002048944,0.000116673895,0.00013067808,0.00014594117],"domain_scores_gemma":[0.999732,0.000014957694,0.000039795283,0.000090679445,0.00007258792,0.000049973652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413704,0.000098721044,0.0002457907,0.000020207011,0.000038936032,0.000016954578,0.000036257436,0.000046288722,0.000024040977],"category_scores_gemma":[0.00003443998,0.00006143153,0.000012331072,0.000022733735,0.00012795435,0.00006798188,0.00006652839,0.00001720095,9.547043e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006307263,0.000020974114,0.000019068497,0.00044761438,0.000058376063,4.8224734e-7,0.0002784861,9.504437e-7,0.9955209,0.00041871663,0.000034436052,0.0031369042],"study_design_scores_gemma":[0.00036023877,0.00012176151,0.013195222,0.0005975103,0.000026085248,0.0000032340483,0.000039370778,0.00015247098,0.98478067,0.0004441708,0.00015116845,0.00012811212],"about_ca_topic_score_codex":0.00015077564,"about_ca_topic_score_gemma":0.0000064758337,"teacher_disagreement_score":0.013176153,"about_ca_system_score_codex":0.000017773616,"about_ca_system_score_gemma":0.000014848959,"threshold_uncertainty_score":0.2505105},"labels":[],"label_agreement":null},{"id":"W2530431767","doi":"10.1002/fam.2391","title":"Modelling and influencing human behaviour in fire","year":2016,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Conceptual model; Foundation (evidence); Representation (politics); Majesty; Conceptual framework; Poison control; Operations research; Human factors and ergonomics; Engineering; Management science; Computer science; Sociology; Political science; Medicine; Social science; Law; Politics; Medical emergency","score_opus":0.013518249415094366,"score_gpt":0.22630972143923697,"score_spread":0.2127914720241426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530431767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913526,0.000107890985,0.000447983,0.000024487203,0.00006398279,0.0000466267,0.0000137642955,0.00005588723,0.00010412852],"genre_scores_gemma":[0.99951285,0.00017794834,0.00013870402,0.000016454167,0.00002662145,0.000006660517,0.0000035032708,0.00001085714,0.00010638732],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996784,0.0000071203135,0.0001228746,0.00007141948,0.000030259478,0.000089972695],"domain_scores_gemma":[0.99989593,0.000009002694,0.0000111159425,0.00005259864,0.000005836666,0.000025523761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007223809,0.00006089205,0.00008833425,0.00001957356,0.000026730571,0.000030485457,0.000021472393,0.00004558871,0.00004194861],"category_scores_gemma":[0.0000027463404,0.00004743562,0.000004926306,0.00001701474,0.000010122207,0.000099733814,0.000014357953,0.000016323043,0.0000046233517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014605999,0.000020790412,0.014347855,0.00030241202,0.000020936035,0.000021387488,0.0022639506,0.0064151874,0.9566636,0.0030955723,0.00032964116,0.016504059],"study_design_scores_gemma":[0.008255888,0.0003015614,0.2500802,0.0031913724,0.00014992466,0.0000972334,0.00095662795,0.27703133,0.42917788,0.023167634,0.0041271686,0.0034631642],"about_ca_topic_score_codex":0.000069688555,"about_ca_topic_score_gemma":0.000018208284,"teacher_disagreement_score":0.5274857,"about_ca_system_score_codex":0.000011253706,"about_ca_system_score_gemma":0.000002160983,"threshold_uncertainty_score":0.19343685},"labels":[],"label_agreement":null},{"id":"W2535339556","doi":"10.1002/fam.2405","title":"School egress data: comparing the configuration and validation of five egress modelling tools","year":2016,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Pathfinder; Fire protection engineering; Range (aeronautics); Poison control; Population; Work (physics); Computer science; Simulation; Transport engineering; Operations research; Engineering; Architectural engineering; Mechanical engineering","score_opus":0.05457306780846513,"score_gpt":0.25922256912226815,"score_spread":0.20464950131380302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535339556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97208124,0.00012228597,0.027136723,0.000073876436,0.00014762772,0.00010886086,0.00011379802,0.00003360429,0.00018196208],"genre_scores_gemma":[0.99919784,0.00038651694,0.00018510598,0.000010493473,0.00005404863,0.000006198149,0.000079508725,0.000007551125,0.000072725736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996054,0.000022411848,0.00016518627,0.00008562002,0.00005781055,0.000063533276],"domain_scores_gemma":[0.9996941,0.000057090983,0.000043103217,0.00015815411,0.00002621413,0.000021333539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017595611,0.00006167714,0.0001095025,0.000013557126,0.000042150834,0.00008340578,0.00007033142,0.000034751956,0.000035709843],"category_scores_gemma":[0.000024674193,0.000037489528,0.0000048922857,0.000018278348,0.000023650837,0.00033276252,0.000034486457,0.000017275646,0.0000044926855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010591351,0.000023955563,0.0011558807,0.0006402173,0.00015721156,0.0000020427399,0.0016011659,0.030607063,0.927824,0.011180927,0.0018725696,0.024829054],"study_design_scores_gemma":[0.0010618452,0.000026935242,0.0047941036,0.0004317015,0.00007630232,0.0000079637,0.00023737949,0.43829766,0.55180514,0.0013564522,0.0015894956,0.00031503482],"about_ca_topic_score_codex":0.000022360966,"about_ca_topic_score_gemma":0.0000037491961,"teacher_disagreement_score":0.40769058,"about_ca_system_score_codex":0.000006103121,"about_ca_system_score_gemma":0.000005167365,"threshold_uncertainty_score":0.15287787},"labels":[],"label_agreement":null},{"id":"W2730081983","doi":"10.1002/fam.2448","title":"Enhancing egress drills: Preparation and assessment of evacuee performance","year":2017,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Albert Einstein College of Medicine, Yeshiva University","keywords":"Majesty; Fire safety; Interpretation (philosophy); Poison control; Aeronautics; Engineering; Engineering ethics; Forensic engineering; Computer science; Political science; Civil engineering; Medicine; Law; Medical emergency","score_opus":0.012297648178517315,"score_gpt":0.29296063613630935,"score_spread":0.28066298795779204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730081983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977621,0.00007340447,0.0003039107,0.000015082649,0.00020440514,0.000066813875,0.000011454919,0.000023893706,0.001538932],"genre_scores_gemma":[0.99861497,0.00052756106,0.00068467204,0.0000054247366,0.000035461486,0.0000074195214,0.000007785826,0.0000058606315,0.000110833185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997217,0.000006119565,0.00011708213,0.00005608606,0.000044149856,0.00005484454],"domain_scores_gemma":[0.9997964,0.0000070163783,0.000047667745,0.00011633603,0.00001554141,0.000017061391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011521114,0.000050438615,0.00009737713,0.000010726575,0.00007865838,0.000072159775,0.000035470348,0.000031483072,0.000029430925],"category_scores_gemma":[0.000008456401,0.00004584487,0.0000050573194,0.00000520244,0.000016492788,0.00017051537,0.000022485632,0.000015489863,0.0000014533508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021907028,0.000015613332,0.005444385,0.0011734022,0.000048514456,0.0000011755315,0.0010045924,0.0002850413,0.9684064,0.0020851647,0.00023011849,0.021283679],"study_design_scores_gemma":[0.00047938572,0.00009032542,0.32079923,0.00022318398,0.000030443225,0.0000060203297,0.000046481422,0.06661223,0.6095747,0.00017482191,0.0017491527,0.00021404764],"about_ca_topic_score_codex":0.0000096282065,"about_ca_topic_score_gemma":0.000011198362,"teacher_disagreement_score":0.35883173,"about_ca_system_score_codex":0.0000059053714,"about_ca_system_score_gemma":0.000006304363,"threshold_uncertainty_score":0.18694995},"labels":[],"label_agreement":null},{"id":"W2921470531","doi":"10.1002/fam.2706","title":"Application of narrow‐spectrum illumination and image processing to measure surface char formation in lateral ignition and flame spread tests","year":2019,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology","keywords":"Charring; Flame spread; Ignition system; Combustion; Optics; Flame test; Char; Materials science; Image processing; Computer vision; Computer science; Acoustics; Engineering; Physics; Image (mathematics); Composite material; Chemistry; Aerospace engineering","score_opus":0.006323690434310285,"score_gpt":0.2216252851777253,"score_spread":0.21530159474341504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921470531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989188,0.00009943969,0.00033740676,0.0001253116,0.000026508635,0.00034551587,0.000029328123,0.000022470427,0.0000952265],"genre_scores_gemma":[0.999611,0.000055496053,0.00022833314,0.0000053067615,0.000010902331,0.000013651378,0.00005094529,0.000009819273,0.00001449904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957925,0.000014009424,0.00014363,0.00009397588,0.000072252085,0.000096882206],"domain_scores_gemma":[0.99986064,0.00000938571,0.000025578733,0.000051607574,0.000028163904,0.000024590043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018019025,0.00006525352,0.00011560828,0.000044648725,0.000020605234,0.00004637375,0.000022005936,0.000048007554,0.000005112962],"category_scores_gemma":[0.00000692372,0.00006433236,0.000004108535,0.00006161049,0.000012098231,0.00026862428,0.000017343877,0.000027017564,0.0000037527839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019181056,0.00000532768,0.0007575064,0.00065513403,0.0000017742245,3.978117e-7,0.0009068787,0.000056216908,0.9889433,0.000068293586,0.0000057292045,0.008580252],"study_design_scores_gemma":[0.0010545051,0.00017359597,0.27816674,0.0004656323,0.000011920396,0.000021665106,0.00019666768,0.23231637,0.48579577,0.0013196053,0.00011484463,0.00036267695],"about_ca_topic_score_codex":0.00005794692,"about_ca_topic_score_gemma":0.000027491229,"teacher_disagreement_score":0.50314754,"about_ca_system_score_codex":0.00001691644,"about_ca_system_score_gemma":0.0000031261554,"threshold_uncertainty_score":0.26233974},"labels":[],"label_agreement":null},{"id":"W2943336830","doi":"10.1002/fam.2708","title":"Modeling and mapping dynamic vulnerability to better assess WUI evacuation performance","year":2019,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Vulnerability (computing); Computer science; Pedestrian; Poison control; Core (optical fiber); Risk analysis (engineering); Transport engineering; Computer security; Engineering; Business","score_opus":0.014466579172771605,"score_gpt":0.23740541562507314,"score_spread":0.22293883645230153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943336830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99119174,0.000036466747,0.007933115,0.00009129486,0.00027615536,0.00018799395,0.00001343397,0.000086444095,0.00018332251],"genre_scores_gemma":[0.9986825,0.00006601999,0.0009669857,0.00012041589,0.000031186446,0.000016506816,0.000026434602,0.000014318113,0.000075645],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950796,0.000015386806,0.00016118839,0.00013277917,0.000065180495,0.00011751045],"domain_scores_gemma":[0.99980515,0.0000117448535,0.000011778603,0.00011108427,0.000021490687,0.000038765855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020756382,0.00009052742,0.00013022477,0.00003274997,0.00004112078,0.00007475374,0.000034604407,0.000052426403,0.0000745644],"category_scores_gemma":[0.0000076056594,0.00008790018,0.000007947286,0.000039451414,0.000004738323,0.0001759321,0.00002709892,0.000036972473,0.000040783427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003833372,0.000019042256,0.006509933,0.0016164577,0.00005071668,0.0000010718445,0.0019742975,0.10604677,0.82726496,0.00030170943,0.00011489592,0.056061804],"study_design_scores_gemma":[0.00016178912,0.000017231416,0.017351989,0.000053075702,0.0000058969154,0.0000024719652,0.00004665194,0.9788099,0.0030810751,0.0001370413,0.00018438346,0.00014848351],"about_ca_topic_score_codex":0.00000851788,"about_ca_topic_score_gemma":0.0000046842124,"teacher_disagreement_score":0.87276316,"about_ca_system_score_codex":0.000023435334,"about_ca_system_score_gemma":0.0000042729275,"threshold_uncertainty_score":0.35844654},"labels":[],"label_agreement":null},{"id":"W2965576949","doi":"10.1002/fam.2754","title":"Fire development in multi‐compartment facilities: PRISME 2 project","year":2019,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compartment (ship); Fire safety; Fire protection; Engineering; Poison control; Forensic engineering; Architectural engineering; Environmental science; Transport engineering; Civil engineering; Medical emergency; Medicine; Geology","score_opus":0.024715927590258164,"score_gpt":0.25485402921525546,"score_spread":0.2301381016249973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965576949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984731,0.00016421221,0.000022145932,0.000031857857,0.00023692659,0.00044543907,0.000054461987,0.00006095876,0.00051086786],"genre_scores_gemma":[0.99704033,0.00016749241,0.00070429,0.000009675842,0.000014217845,0.00007578663,0.000057263736,0.000014992846,0.0019159651],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992855,0.000018121153,0.00021575956,0.00014086784,0.00009842294,0.00024129826],"domain_scores_gemma":[0.9998143,0.000016530024,0.000011595399,0.000115441326,0.000010729806,0.00003143591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016715704,0.000114172384,0.00019771307,0.000037069352,0.000024774707,0.000047526926,0.0000701262,0.000057272962,0.00020013738],"category_scores_gemma":[0.000004675529,0.00010089727,0.00001224242,0.00004745928,0.000010772022,0.00006196904,0.000052644904,0.00004882797,0.00011906232],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080359,0.0011658057,0.048169754,0.02337481,0.00091453944,0.000318395,0.098022744,0.004530708,0.50570923,0.004272086,0.020223545,0.2924948],"study_design_scores_gemma":[0.0046404568,0.0002718765,0.1257486,0.0006854507,0.000011561682,0.000024159055,0.0015602476,0.11018346,0.06492345,0.0002422329,0.6899826,0.0017259256],"about_ca_topic_score_codex":0.00013958261,"about_ca_topic_score_gemma":0.00004161549,"teacher_disagreement_score":0.66975904,"about_ca_system_score_codex":0.00005363227,"about_ca_system_score_gemma":0.000029334675,"threshold_uncertainty_score":0.41144714},"labels":[],"label_agreement":null},{"id":"W2971888341","doi":"10.1002/fam.2762","title":"A new test methodology for studying the response of walls to real fire environments","year":2019,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Rockwool Fonden; Ontario Centres of Excellence","keywords":"Repeatability; Fire test; Ventilation (architecture); Environmental science; Ceiling (cloud); Structural engineering; Nuclear engineering; Marine engineering; Engineering; Mathematics; Mechanical engineering","score_opus":0.03974730666051109,"score_gpt":0.2936738431554291,"score_spread":0.25392653649491803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971888341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981639,0.0000527918,0.0005712719,0.0003367489,0.00021293279,0.0004824153,0.000098833385,0.000014094625,0.00006704561],"genre_scores_gemma":[0.9949035,0.00017527286,0.002972197,0.00003008645,0.000047312482,0.000032383727,0.000008155469,0.000019510364,0.0018115505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941516,0.00007850859,0.00016192223,0.000107742,0.000071647155,0.00016499817],"domain_scores_gemma":[0.999053,0.00070126454,0.000019241232,0.00017658461,0.0000062409786,0.00004368985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082082214,0.000076563476,0.00019382626,0.000018418566,0.000030969615,0.000018175488,0.00011029519,0.000052337215,0.000085870764],"category_scores_gemma":[0.000094289775,0.000055558485,0.000020774114,0.000033416076,0.000011096169,0.000025781548,0.00006879423,0.000028013976,0.000021246027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003882489,0.000008834674,0.0003756717,0.0000884549,0.00003211201,0.0000010002143,0.0007915868,0.00011513317,0.98904943,0.00011776964,0.0011936888,0.007838075],"study_design_scores_gemma":[0.004476121,0.003481917,0.38819313,0.00033236927,0.0001271203,0.000028562796,0.0009957995,0.0126741165,0.50119764,0.0031215337,0.08426971,0.0011019635],"about_ca_topic_score_codex":0.00013906855,"about_ca_topic_score_gemma":0.0000054363804,"teacher_disagreement_score":0.48785177,"about_ca_system_score_codex":0.000014620458,"about_ca_system_score_gemma":0.000011493754,"threshold_uncertainty_score":0.22656092},"labels":[],"label_agreement":null},{"id":"W2980034577","doi":"10.1002/fam.2761","title":"Quantitative fire risk assessment of cotton storage and a criticality analysis of risk control strategies","year":2019,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk assessment; Criticality; Engineering; Fire brigade; Work (physics); Risk analysis (engineering); Poison control; Risk management; Forensic engineering; Safety engineering; Reliability engineering; Computer security; Computer science; Aeronautics; Business; Environmental health","score_opus":0.03664162781545668,"score_gpt":0.3919140654244091,"score_spread":0.35527243760895244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980034577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934024,0.00033708592,0.0035067855,0.00011035743,0.00008235564,0.0001373462,0.002164199,0.0000066304615,0.00025282725],"genre_scores_gemma":[0.9979464,0.0011606682,0.0007989462,0.000015493199,0.000009499412,0.0000039794336,0.000016646316,0.00000393752,0.000044423232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973012,0.00086427585,0.00081862195,0.00035257917,0.00052446744,0.00013885797],"domain_scores_gemma":[0.99631995,0.002279944,0.00063049357,0.0003857583,0.00031890624,0.000064927786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00327886,0.00012851112,0.0010929514,0.00017298134,0.00008671227,0.00016374757,0.00016284187,0.00008017193,0.00078807585],"category_scores_gemma":[0.0009131304,0.00008713804,0.00015283325,0.00051884475,0.00020320594,0.0002954546,0.00006332584,0.00005626409,0.0000061934006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014759244,0.0005605845,0.8278288,0.00029033943,0.007230088,0.00001391252,0.009005292,0.004155645,0.06323366,0.061727848,0.00056968105,0.023908217],"study_design_scores_gemma":[0.0006093471,0.00025528413,0.94597024,0.000019715155,0.0019513917,3.511459e-7,0.0056583,0.022066385,0.0011075212,0.022132924,0.00008810423,0.0001404628],"about_ca_topic_score_codex":0.0024505907,"about_ca_topic_score_gemma":0.00019139146,"teacher_disagreement_score":0.118141405,"about_ca_system_score_codex":0.0000073203846,"about_ca_system_score_gemma":0.000046959463,"threshold_uncertainty_score":0.8628878},"labels":[],"label_agreement":null},{"id":"W3000382315","doi":"10.1002/fam.2771","title":"Rectification of “restrained vs unrestrained”","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Standardization; Fire safety; Fire protection engineering; Fire resistance; Engineering; Forensic engineering; Boundary (topology); Roof; Fire test; Architectural engineering; Construction engineering; Civil engineering; Computer science; Mathematics","score_opus":0.011645967410385163,"score_gpt":0.1883983638013582,"score_spread":0.176752396390973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000382315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998083,0.00007834827,0.00012770099,0.0003296938,0.0003938377,0.00018453276,0.00010467048,0.00022176902,0.00047642528],"genre_scores_gemma":[0.99912304,0.00006383742,0.0004491185,0.00008218129,0.00019331636,0.0000157738,0.000033074753,0.000024856039,0.000014810303],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941134,0.000037815633,0.00024804534,0.00012258062,0.00006413574,0.0001160769],"domain_scores_gemma":[0.9997247,0.000042345437,0.000042885928,0.000111005276,0.000017308528,0.000061767125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012463427,0.0001101112,0.0002496397,0.000017085233,0.000016759497,0.000036956604,0.00007130314,0.000067792535,0.0002470243],"category_scores_gemma":[0.000086418884,0.00010628569,0.000016552056,0.0000602563,0.000028686552,0.00007620305,0.000018591814,0.000023732799,0.000028554718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003840885,0.0000016562577,0.000007575128,0.0003897401,0.000015422915,0.000002806848,0.00024912928,0.000012571779,0.99565333,0.00027424181,0.0015618455,0.0017932976],"study_design_scores_gemma":[0.00023829356,0.00010095682,0.0019719333,0.000036450714,0.000015524347,0.0000033699723,0.000015149142,0.00030682623,0.9939712,0.000072990646,0.0031374018,0.00012986393],"about_ca_topic_score_codex":0.000021286123,"about_ca_topic_score_gemma":4.134004e-7,"teacher_disagreement_score":0.0019643584,"about_ca_system_score_codex":0.000005481301,"about_ca_system_score_gemma":0.000007238168,"threshold_uncertainty_score":0.43342048},"labels":[],"label_agreement":null},{"id":"W3008514230","doi":"10.1002/fam.2811","title":"Advancements in evaluating the fire resistance of structures","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Fire resistance; Resistance (ecology); Engineering; Presentation (obstetrics); Fire safety; Forensic engineering; Library science; NIST; Fire test; Architectural engineering; Computer science; Civil engineering; Medicine; Materials science","score_opus":0.020181101151391753,"score_gpt":0.2623598069273114,"score_spread":0.24217870577591966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008514230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826044,0.00075450976,0.000012684976,0.00015966126,0.00031685602,0.00023961996,0.000060303202,0.00004817447,0.0001477804],"genre_scores_gemma":[0.99914366,0.00009443318,0.0004878301,0.00010815706,0.000097904995,0.000023538289,0.00000790202,0.00001775085,0.000018816492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931645,0.000072679904,0.0002651702,0.000114643764,0.000101168014,0.00012985499],"domain_scores_gemma":[0.99972665,0.00006819918,0.000050519633,0.00011722604,0.000012471483,0.000024916759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021762396,0.0001052365,0.00023039947,0.000009095155,0.000024659566,0.000032633914,0.00010294988,0.000039492155,0.00016014503],"category_scores_gemma":[0.00011292039,0.00007821189,0.00001176415,0.00006329224,0.000025909552,0.00007056601,0.00004067842,0.000031657437,0.000004695855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007124536,0.0000010324108,0.00004076298,0.000568416,0.00001325408,0.0000028821132,0.0006032042,0.0001585711,0.9947081,0.00015771076,0.0006256105,0.003049162],"study_design_scores_gemma":[0.000615837,0.00011928601,0.004986063,0.00018566447,0.000018574961,0.000001128043,0.00006624893,0.0016282531,0.98900497,0.00067900174,0.0024945885,0.00020036411],"about_ca_topic_score_codex":0.00002039844,"about_ca_topic_score_gemma":0.000003834253,"teacher_disagreement_score":0.005703158,"about_ca_system_score_codex":0.000008964995,"about_ca_system_score_gemma":0.0000065010436,"threshold_uncertainty_score":0.31893882},"labels":[],"label_agreement":null},{"id":"W3011958099","doi":"10.1002/fam.2822","title":"Performance of type X gypsum board on timber to non‐standard fire exposure","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Gypsum; Environmental science; Fire protection; Forensic engineering; Engineering; Waste management; Civil engineering; Materials science; Composite material","score_opus":0.011582234285022227,"score_gpt":0.22508099238175439,"score_spread":0.21349875809673216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011958099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977774,0.000048858918,0.000012900091,0.00041762844,0.00022814293,0.000131741,0.00010813207,0.000042209496,0.0012329844],"genre_scores_gemma":[0.99904025,0.0003207711,0.00017606608,0.00011790726,0.000103009166,0.000006816266,0.000016276097,0.000021185522,0.00019774336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999457,0.000008630548,0.00015031242,0.000110809284,0.00011926747,0.00015399858],"domain_scores_gemma":[0.999744,0.0000118803155,0.000012488377,0.00011051346,0.000032377895,0.00008876058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007400051,0.0000946667,0.00020032989,0.000014517113,0.00002830274,0.000024022833,0.00007803571,0.00005577886,0.00021987234],"category_scores_gemma":[0.000014794361,0.00008291086,0.000016032665,0.000082097285,0.000012662804,0.00003919939,0.000043025582,0.00004535613,0.000088742716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032317054,0.00006242168,0.0035405662,0.0044773137,0.00023337237,0.000059238522,0.004668496,0.013496988,0.809455,0.00043433142,0.08842534,0.07191522],"study_design_scores_gemma":[0.0025797447,0.008419397,0.05966666,0.00089394953,0.00006578813,0.00001138638,0.00016559374,0.20222536,0.52286214,0.00006285488,0.20151864,0.0015285276],"about_ca_topic_score_codex":0.000010966919,"about_ca_topic_score_gemma":0.0000012647332,"teacher_disagreement_score":0.2865929,"about_ca_system_score_codex":0.000010166487,"about_ca_system_score_gemma":0.0000106596235,"threshold_uncertainty_score":0.3381007},"labels":[],"label_agreement":null},{"id":"W3012983464","doi":"10.1002/fam.2824","title":"Burning biases: Mitigating cognitive biases in fire engineering","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fire protection engineering; Cognitive bias; Heuristics; Probabilistic logic; Fire protection; Risk analysis (engineering); Cognition; Computer science; Engineering design process; Resource (disambiguation); Fire safety; Engineering; Architectural engineering; Artificial intelligence; Psychology; Civil engineering","score_opus":0.1241739252698512,"score_gpt":0.3460194262357056,"score_spread":0.22184550096585437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012983464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801755,0.00038420275,0.0001384477,0.0010477172,0.00009854887,0.00008110554,0.00007909502,0.000033686687,0.000119667406],"genre_scores_gemma":[0.9988694,0.00023031217,0.00029124063,0.00036480546,0.00015001673,0.000008986417,0.000020879372,0.000008578421,0.000055765075],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985596,0.00011331494,0.00050228246,0.00032574905,0.00029398667,0.0002050804],"domain_scores_gemma":[0.9977039,0.0019024562,0.00012761736,0.000094682204,0.00005734103,0.000113975686],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00077388424,0.00012058605,0.000370379,0.00006933772,0.000091718975,0.0002613599,0.00014719197,0.000055422057,0.00055536395],"category_scores_gemma":[0.012186094,0.000094371586,0.00005067314,0.0004559679,0.000029597006,0.00024800075,0.00010472662,0.00005806864,0.000092301045],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057097763,0.0001620993,0.038631972,0.00023264428,0.00030443203,0.001001768,0.045189057,0.010313966,0.32910317,0.00040660222,0.007166855,0.56691647],"study_design_scores_gemma":[0.0051402682,0.00086222263,0.1502024,0.005700899,0.00039700646,0.00007611551,0.041336954,0.2591044,0.5157862,0.0052643674,0.013155742,0.0029734815],"about_ca_topic_score_codex":0.00018186998,"about_ca_topic_score_gemma":0.000012500933,"teacher_disagreement_score":0.56394297,"about_ca_system_score_codex":0.0000060830816,"about_ca_system_score_gemma":0.000018968956,"threshold_uncertainty_score":0.9961347},"labels":[],"label_agreement":null},{"id":"W3013210777","doi":"10.1002/fam.2820","title":"Emergency egress for the elderly in care home fire situations","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Applied psychology; Psychology; Long-term care; Human factors and ergonomics; Medical emergency; Computer science; Poison control; Medicine; Nursing","score_opus":0.017259212479572066,"score_gpt":0.2420631275297976,"score_spread":0.22480391505022554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013210777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954656,0.0012468372,0.0013148742,0.00093915925,0.00042552408,0.00023784637,0.0001707173,0.000071823204,0.00012762797],"genre_scores_gemma":[0.99892646,0.00062482676,0.00010479216,0.000058317855,0.00010343726,0.00006265154,0.000057958212,0.0000114224595,0.00005011557],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999696,0.0000070352917,0.00012210233,0.000063096144,0.000033583332,0.00007814842],"domain_scores_gemma":[0.99987113,0.000019602667,0.000012062678,0.0000574265,0.00001636811,0.0000234176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003205957,0.000057663674,0.000078653415,0.000006961307,0.00004756666,0.000026102358,0.00005050997,0.000034468598,0.00014612067],"category_scores_gemma":[0.000015582127,0.000045013203,0.00001450481,0.000045244982,0.000005338178,0.000047151836,0.000010383554,0.000020577203,0.000009556809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022202682,0.000086647684,0.0028845738,0.006435484,0.00035659623,0.000020628679,0.103440255,0.02468176,0.24569942,0.01605008,0.12202586,0.47809666],"study_design_scores_gemma":[0.00763461,0.0012492037,0.10249243,0.00045329248,0.00047910216,0.000013745439,0.022658458,0.5165277,0.06465809,0.010637745,0.26981434,0.0033812525],"about_ca_topic_score_codex":0.0000142834915,"about_ca_topic_score_gemma":0.000047515758,"teacher_disagreement_score":0.49184597,"about_ca_system_score_codex":0.000006132043,"about_ca_system_score_gemma":0.000004909841,"threshold_uncertainty_score":0.18355852},"labels":[],"label_agreement":null},{"id":"W3023204166","doi":"10.1002/fam.2842","title":"Spatiotemporal mapping of evacuee response","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Memorial University of Newfoundland; Government of Canada","funders":"","keywords":"Notation; Computer science; Narrative; Data science; Architectural engineering; Engineering","score_opus":0.050028501892990615,"score_gpt":0.2911486461104071,"score_spread":0.24112014421741645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023204166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967596,0.00014596962,0.00007358438,0.001596362,0.00024231286,0.000089952286,0.00004494975,0.000028486975,0.0010187812],"genre_scores_gemma":[0.99872833,0.000007597748,0.00015286192,0.0004952594,0.000116540636,0.000005841836,0.000008997215,0.000008714693,0.00047584894],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99941915,0.00012799064,0.00018465702,0.00012776507,0.000046564623,0.000093878276],"domain_scores_gemma":[0.99972093,0.00005372242,0.0000853899,0.000084706524,0.000013171975,0.000042061973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024740704,0.000060804545,0.00016792142,0.000016012058,0.000025055086,0.000011268782,0.00005149241,0.000053741765,0.0023773494],"category_scores_gemma":[0.000060755396,0.000054027667,0.000017912942,0.000044413417,0.000024103532,0.000028542941,0.000032796637,0.000023757182,0.000091033304],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019960026,0.00002098065,0.0009909974,0.00007448306,0.000041911924,0.000034751396,0.012774968,1.6047296e-7,0.966951,0.0011299116,0.011775696,0.004209141],"study_design_scores_gemma":[0.0024275251,0.0009427023,0.576196,0.00010793753,0.00004457261,0.000023063674,0.0023578333,0.000016408749,0.18729043,0.0007214907,0.22942953,0.00044251583],"about_ca_topic_score_codex":0.00008977485,"about_ca_topic_score_gemma":2.2425372e-7,"teacher_disagreement_score":0.7796606,"about_ca_system_score_codex":0.0000019807762,"about_ca_system_score_gemma":0.000008317291,"threshold_uncertainty_score":0.9985346},"labels":[],"label_agreement":null},{"id":"W3030737730","doi":"10.1002/fam.2860","title":"Smoke development and movement during <scp>ventilation‐limited</scp> fires in a multi‐storey house","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Smoke; Environmental science; Ventilation (architecture); Air movement; Fire safety; Natural ventilation; Building envelope; Environmental engineering; Architectural engineering; Engineering; Meteorology; Waste management; Civil engineering; Thermal; Geography","score_opus":0.026666916457056877,"score_gpt":0.22736704675010938,"score_spread":0.2007001302930525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030737730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99910796,0.00032546555,0.000039715058,0.000084572064,0.000086195956,0.00018548062,0.000026404829,0.00011097527,0.00003325799],"genre_scores_gemma":[0.9986875,0.0004311056,0.0006248687,0.00006510347,0.00003472111,0.000033905635,0.000019119267,0.00003082051,0.00007286816],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926525,0.000015377414,0.00023667292,0.00016397476,0.000101726946,0.00021698426],"domain_scores_gemma":[0.9997811,0.000023980343,0.000019869341,0.00007028149,0.000011985672,0.00009283217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010890638,0.00012148905,0.00017741972,0.000043276454,0.0000595389,0.00007751979,0.00005704226,0.000059136568,0.000015611487],"category_scores_gemma":[0.00003370943,0.000120354045,0.000011298893,0.00006815727,0.000014959041,0.00007781951,0.00008884499,0.000055623426,0.000008891127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010885708,0.00014424336,0.04327545,0.0037147186,0.00025328255,0.00023296895,0.033409365,0.002761962,0.89995426,0.00029148793,0.0009448273,0.014908592],"study_design_scores_gemma":[0.0010292244,0.000034260538,0.85090935,0.00011506759,0.0000067368737,0.0000026072273,0.00019492662,0.017245688,0.12735014,0.000033046184,0.0029341134,0.00014482898],"about_ca_topic_score_codex":0.00006869113,"about_ca_topic_score_gemma":0.000052121155,"teacher_disagreement_score":0.80763394,"about_ca_system_score_codex":0.000031205396,"about_ca_system_score_gemma":0.000011133072,"threshold_uncertainty_score":0.49078956},"labels":[],"label_agreement":null},{"id":"W3033558301","doi":"10.1002/fam.2851","title":"Fire hazard of compressed straw as an insulation material for wooden structures","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Straw; Thermal insulation; Fire performance; Fire hazard; Cross laminated timber; Flammability; Environmental science; Combustion; Forensic engineering; Waste management; Civil engineering; Engineering; Architectural engineering; Fire resistance; Materials science; Composite material; Environmental protection","score_opus":0.022058904622205732,"score_gpt":0.23207559534154876,"score_spread":0.21001669071934304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033558301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978546,0.000053813415,0.0001375828,0.00007170665,0.00054403476,0.0004270186,0.00067162275,0.0001906266,0.000049002472],"genre_scores_gemma":[0.9981825,0.000026037626,0.0010680662,0.00008249209,0.00041908273,0.000030015533,0.00013304806,0.000050194667,0.000008572902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921775,0.000034838446,0.0003287868,0.00016553869,0.00008642635,0.00016667551],"domain_scores_gemma":[0.9996835,0.000014803096,0.0000650817,0.00012924054,0.000030202278,0.000077169694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008208617,0.00016333806,0.00034481796,0.000015071771,0.000044082386,0.0001219553,0.0001278572,0.000106065454,0.000508518],"category_scores_gemma":[0.000026901871,0.00014745939,0.000023563252,0.000023157289,0.000032945973,0.00021902741,0.00003664523,0.000021284543,0.0000061902765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026525313,0.00000604342,0.0000070055694,0.00066976406,0.000030993368,8.152309e-7,0.0004496124,0.0005444621,0.996218,0.00020982475,0.00032459473,0.0012735903],"study_design_scores_gemma":[0.00047787905,0.00024406589,0.0010813316,0.00003904889,0.000023748593,0.0000019603156,0.000025423931,0.001437236,0.9943662,0.0007183513,0.0014028554,0.00018187483],"about_ca_topic_score_codex":0.00007308304,"about_ca_topic_score_gemma":9.435176e-7,"teacher_disagreement_score":0.0018518167,"about_ca_system_score_codex":0.000006999118,"about_ca_system_score_gemma":0.000009165979,"threshold_uncertainty_score":0.60132194},"labels":[],"label_agreement":null},{"id":"W3092879974","doi":"10.1002/fam.2918","title":"Fire resistance of wood stud wall assemblies","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Fire resistance; Engineering; Structural engineering; Composite material; Fire performance; Blocking (statistics); Forensic engineering; Materials science; Mathematics","score_opus":0.011591032051150175,"score_gpt":0.20478625769842698,"score_spread":0.1931952256472768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092879974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972723,0.00073157635,0.000017723703,0.00043730575,0.00041799882,0.00020347044,0.0001268927,0.00022986236,0.00056284416],"genre_scores_gemma":[0.99898964,0.0001811579,0.00035431178,0.00014037128,0.0001610286,0.000021630918,0.000016109194,0.000036519206,0.000099221645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991986,0.000049313236,0.00030276043,0.00016397733,0.00010824952,0.00017707197],"domain_scores_gemma":[0.9996332,0.00006184619,0.000055178647,0.00015579585,0.000023748476,0.000070223745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014136967,0.00016387242,0.00041329963,0.000015127745,0.000028206512,0.0000674632,0.00012033719,0.000081273116,0.00022477702],"category_scores_gemma":[0.00006891917,0.0001532214,0.000024969506,0.000068838424,0.000029923936,0.00011309129,0.000053059775,0.000031975756,0.00003144627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049912633,0.0000034953273,0.000016639851,0.00115563,0.000045470108,0.000009856323,0.0005171164,0.0000073021893,0.986175,0.00024714513,0.011289831,0.00048257477],"study_design_scores_gemma":[0.0003408162,0.00008204504,0.0007760109,0.00010402138,0.000027848839,0.0000014429929,0.000032287797,0.0001245435,0.9737394,0.00007649875,0.024478745,0.00021636052],"about_ca_topic_score_codex":0.000018735214,"about_ca_topic_score_gemma":0.0000028617976,"teacher_disagreement_score":0.0131889125,"about_ca_system_score_codex":0.000008714858,"about_ca_system_score_gemma":0.000008057457,"threshold_uncertainty_score":0.6248187},"labels":[],"label_agreement":null},{"id":"W3105312743","doi":"10.1002/fam.2931","title":"The roles of standard cigarettes in assuring the ignition resistance of soft furnishings","year":2020,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ignition system; Fire test; Test method; Test (biology); Smoke; Forensic engineering; Engineering; Environmental science; Waste management; Civil engineering","score_opus":0.009603387913636434,"score_gpt":0.209363429232638,"score_spread":0.19976004131900157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105312743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975663,0.0006612479,0.000055902336,0.0012242378,0.000040963543,0.00008650782,0.00010750862,0.0000132608575,0.0002440918],"genre_scores_gemma":[0.99923974,0.0006612688,0.000024886847,0.000015504045,0.000027172317,0.000006298325,0.0000049241216,0.000007834789,0.00001237909],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999545,0.00002840143,0.00017747366,0.000052621595,0.000104134415,0.00009238495],"domain_scores_gemma":[0.99976,0.00010157257,0.00002937182,0.000070697126,0.00002377621,0.000014602971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030393974,0.000047408157,0.00011982325,0.0000076532915,0.000040217157,0.000035713816,0.0000926972,0.00002637578,0.000010094189],"category_scores_gemma":[0.000061887906,0.00002961867,0.000013220212,0.000051422074,0.000043100375,0.000042725515,0.000031643493,0.00004463196,3.2397406e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075137627,0.000016445925,0.0010735065,0.0018526484,0.0001270847,0.000012567345,0.009410337,0.00094124593,0.94469863,0.007027128,0.0038271039,0.030261949],"study_design_scores_gemma":[0.0010151732,0.00017384352,0.036222693,0.0007393386,0.000029124249,0.0000019492754,0.0016633038,0.010443996,0.923528,0.0067516277,0.019079836,0.0003511022],"about_ca_topic_score_codex":0.00001334965,"about_ca_topic_score_gemma":0.00006902409,"teacher_disagreement_score":0.035149183,"about_ca_system_score_codex":0.0000059334257,"about_ca_system_score_gemma":0.0000072601188,"threshold_uncertainty_score":0.12078143},"labels":[],"label_agreement":null},{"id":"W3136029767","doi":"10.1002/fam.2960","title":"Experimental fire testing of <scp>large‐scale</scp> glass fibre‐reinforced polymer<scp>‐reinforced</scp> concrete beams with <scp>mid‐span straight‐end</scp> bar lap splices","year":2021,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Medical Research Group; Lakehead University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Beam (structure); Composite material; Span (engineering); Structural engineering; Bending; Glass fiber; Slippage; Concrete cover; Ultimate load; Bar (unit); Reinforcement; Flexural strength; Bending moment; Finite element method; Engineering","score_opus":0.008061010617921895,"score_gpt":0.20664758667768127,"score_spread":0.19858657605975938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136029767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874875,0.002045354,0.00016976254,0.000016254462,0.0015965657,0.0009533131,0.0014281179,0.0008787176,0.0054243905],"genre_scores_gemma":[0.9915686,0.00014852519,0.0019308655,0.00017273321,0.0008113083,0.00020395115,0.0006167402,0.0003143742,0.0042328713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9948818,0.0002378917,0.0014927385,0.0010017887,0.0007644691,0.0016212801],"domain_scores_gemma":[0.996102,0.0015523717,0.0006090388,0.00096315617,0.00023017531,0.0005432631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006386606,0.001206251,0.0018793135,0.00016194826,0.00036089134,0.0007159965,0.00059998734,0.0006427684,0.00037139922],"category_scores_gemma":[0.00062394334,0.0011433583,0.00020552737,0.00047000078,0.00029213328,0.00092928694,0.00046308868,0.00029156727,0.00011539142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016124615,0.000010326502,0.00010428597,0.0013002957,0.00033491253,0.00017986368,0.0026185466,0.00038108794,0.9917291,0.00035107395,0.0027403645,0.00023404742],"study_design_scores_gemma":[0.002219148,0.0006292108,0.0007138388,0.00078444835,0.00019434575,0.00023596355,0.00238051,0.003360591,0.98201394,0.00000771282,0.0072037694,0.00025653004],"about_ca_topic_score_codex":0.00034379942,"about_ca_topic_score_gemma":0.0000067249402,"teacher_disagreement_score":0.009715139,"about_ca_system_score_codex":0.00011253222,"about_ca_system_score_gemma":0.00019260783,"threshold_uncertainty_score":0.99910164},"labels":[],"label_agreement":null},{"id":"W3159914722","doi":"10.1002/fam.2974","title":"Modeling the thermal decomposition and residual mass of a carbon fiber epoxy matrix composite with a phenomenological approach: Effect of the reaction scheme","year":2021,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Thermal and Kinetic Analysis","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Thermogravimetric analysis; Thermal decomposition; Epoxy; Composite number; Residual; Materials science; Decomposition; Composite material; Carbon fibers; Matrix (chemical analysis); Thermodynamics; Chemistry; Mathematics; Organic chemistry; Algorithm; Physics","score_opus":0.009967565171990309,"score_gpt":0.2298422922116,"score_spread":0.2198747270396097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159914722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990442,0.00027982,0.000044751854,0.000118049655,0.000035028817,0.0001470656,0.000022311175,0.000010099264,0.00029867538],"genre_scores_gemma":[0.9989918,0.000017959836,0.00082986674,0.000012690769,0.000044830293,0.000014186487,0.000010355024,0.00000650644,0.00007184284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909925,0.00028145348,0.00020830544,0.00017005634,0.00013258311,0.00010835028],"domain_scores_gemma":[0.9996069,0.000049949507,0.00011827123,0.00016846908,0.000037278063,0.000019141029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029993497,0.00010237845,0.00026747992,0.0000117541995,0.00008623823,0.0000366692,0.000077619494,0.000053991625,0.00007172763],"category_scores_gemma":[0.000009445528,0.000046674275,0.000026130518,0.00006613867,0.00011996843,0.00004314299,0.000084695486,0.00003859507,8.7444937e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025622643,0.00001758056,0.00014476586,0.000087102446,0.000027823491,0.0000013946468,0.000250054,0.00027959901,0.9987288,0.000091780756,8.197549e-7,0.00011405276],"study_design_scores_gemma":[0.00046432926,0.00016562104,0.0027994837,0.00007625355,0.00019800717,0.00004131761,0.00014415946,0.0016968554,0.99419117,0.00012310012,0.000007605324,0.0000920869],"about_ca_topic_score_codex":0.00020888347,"about_ca_topic_score_gemma":0.0000024349092,"teacher_disagreement_score":0.00453762,"about_ca_system_score_codex":0.0000058139494,"about_ca_system_score_gemma":0.000011190124,"threshold_uncertainty_score":0.19033217},"labels":[],"label_agreement":null},{"id":"W3194975845","doi":"10.1002/fam.3018","title":"Effects of high heat flux exposures on tensile strength of firefighters' protective clothing","year":2021,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Ultimate tensile strength; Materials science; Composite material; Heat flux; Cone calorimeter; Chemistry; Heat transfer; Pyrolysis","score_opus":0.010711253308616107,"score_gpt":0.23892146171669318,"score_spread":0.22821020840807707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194975845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804866,0.00017216183,0.000023580387,0.00008134429,0.0008904308,0.00035774277,0.00028159234,0.000037689842,0.00010678653],"genre_scores_gemma":[0.9989074,0.00003201501,0.0006154061,0.000062636704,0.00012227867,0.00006849144,0.000033963355,0.000017081033,0.0001407691],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986435,0.0002467487,0.00041220183,0.00028953902,0.00021739287,0.00019061335],"domain_scores_gemma":[0.99922234,0.00019570491,0.00015547176,0.00023822286,0.00014079615,0.00004746292],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003063303,0.00015766901,0.00048131048,0.00003825557,0.00009291263,0.00006670295,0.00009219401,0.000091362126,0.0014318461],"category_scores_gemma":[0.00024566017,0.00012721632,0.000038846418,0.00006950156,0.000079477955,0.00011616024,0.00009765501,0.000030129753,0.000029174553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096097094,0.000103535545,0.000010223733,0.00052050134,0.00001641315,0.000009644651,0.0005888226,0.000008044249,0.9967933,0.0008940802,0.00044446957,0.00051485864],"study_design_scores_gemma":[0.0005224121,0.00028128404,0.00719063,0.0003328106,0.00004418376,0.0000063307934,0.000070968454,0.0000036846723,0.9900838,0.0011915469,0.00014671976,0.00012561289],"about_ca_topic_score_codex":0.00046814294,"about_ca_topic_score_gemma":0.0000075276175,"teacher_disagreement_score":0.0071804062,"about_ca_system_score_codex":0.000013843887,"about_ca_system_score_gemma":0.00005733699,"threshold_uncertainty_score":0.99948096},"labels":[],"label_agreement":null},{"id":"W4210300877","doi":"10.1002/fam.3052","title":"A cost‐effective building fire smoke spread prediction approach for risk mitigation based on data assimilation using Ensemble Kalman Filter","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Anhui Provincial Key Research and Development Plan; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Ensemble Kalman filter; Data assimilation; Smoke; Kalman filter; Environmental science; Range (aeronautics); Computer science; Meteorology; Extended Kalman filter; Engineering; Artificial intelligence; Geography","score_opus":0.04668316574912658,"score_gpt":0.2738039360623083,"score_spread":0.22712077031318173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210300877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848432,0.000015639229,0.011711732,0.00005984947,0.0002524075,0.0010893235,0.0018252529,0.000033695072,0.00016890588],"genre_scores_gemma":[0.99451536,0.000006249637,0.0041231727,0.0001129866,0.00013622042,0.00028801194,0.00077128515,0.000012902569,0.00003379544],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990822,0.00012075551,0.00014236626,0.00034716204,0.00015876722,0.000148759],"domain_scores_gemma":[0.99959165,0.00007507714,0.00010611244,0.0001948451,0.0000045037154,0.000027806977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044920883,0.00010838022,0.00013335214,0.000017370026,0.00061865256,0.00004623172,0.00009276174,0.000033936827,0.00016877495],"category_scores_gemma":[0.000045630637,0.000098971344,0.000019878473,0.00006264798,0.000034571465,0.00021048283,0.00021851569,0.0000459989,0.000001675026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013082582,0.00076545216,0.08396618,0.00040423952,0.00017586266,0.0000074927857,0.0029636566,0.13339484,0.55169713,0.00006548797,0.040744122,0.18450731],"study_design_scores_gemma":[0.0014298545,0.0004813429,0.1261453,0.00006266448,0.00016295603,0.000005592898,0.00026693018,0.8003812,0.060139637,0.0003733148,0.01018106,0.00037013835],"about_ca_topic_score_codex":0.000323035,"about_ca_topic_score_gemma":0.0000046645873,"teacher_disagreement_score":0.66698635,"about_ca_system_score_codex":0.00008988077,"about_ca_system_score_gemma":0.00000504661,"threshold_uncertainty_score":0.4758238},"labels":[],"label_agreement":null},{"id":"W4242525912","doi":"10.1002/1099-1018(200101/02)25:1<21::aid-fam754>3.3.co;2-5","title":"Fire resistance of timber decking for heavy timber construction","year":2001,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fire resistance; Roof; Deck; Engineering; Forensic engineering; Resistance (ecology); Cross laminated timber; Architectural engineering; Civil engineering; Structural engineering; Ecology","score_opus":0.008016911308116128,"score_gpt":0.21265663637240792,"score_spread":0.2046397250642918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242525912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965236,0.0003325666,0.0005174448,0.0000467765,0.001119451,0.00033392664,0.00012955241,0.00014767735,0.00084897],"genre_scores_gemma":[0.9947478,0.00018464714,0.00428517,0.000028418399,0.00024578563,0.00005981174,0.000033073415,0.000040499443,0.00037480603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999226,0.000030033993,0.00031100714,0.0001542872,0.00007410791,0.000204615],"domain_scores_gemma":[0.99959934,0.00008999254,0.00006734816,0.00016260214,0.000040192335,0.000040531177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020933311,0.00015015768,0.00033290256,0.000025500784,0.000049916976,0.000054504828,0.000059543672,0.00010633184,0.0003300855],"category_scores_gemma":[0.00004581716,0.00014688309,0.00003147346,0.000052678577,0.000048256996,0.00012220087,0.000020219031,0.000022192738,0.000017267652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037987807,0.000009775966,0.00017196967,0.0017095148,0.000094725394,0.000011271629,0.00023758123,0.00011746109,0.97696775,0.0009684056,0.014197705,0.0051339637],"study_design_scores_gemma":[0.00078413833,0.00006686435,0.0008883735,0.0003367296,0.000052203104,0.000040753748,0.000022900633,0.0007158558,0.9364599,0.00077293796,0.059518598,0.00034076683],"about_ca_topic_score_codex":0.000020721367,"about_ca_topic_score_gemma":0.0000057960215,"teacher_disagreement_score":0.04532089,"about_ca_system_score_codex":0.000018967161,"about_ca_system_score_gemma":0.0000081899325,"threshold_uncertainty_score":0.59897184},"labels":[],"label_agreement":null},{"id":"W4280565334","doi":"10.1002/fam.3071","title":"Load ratio effects on the structural fire behaviour of glass fibre‐reinforced polymer‐reinforced concrete beams with mid‐span bar lap splices – Experimental study","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Materials science; Structural engineering; Beam (structure); Span (engineering); Cracking; Composite material; Ultimate load; Reinforced concrete; Steel bar; Glass fiber; Finite element method; Engineering","score_opus":0.0076077235520183575,"score_gpt":0.21902492552512104,"score_spread":0.21141720197310268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280565334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973571,0.00019122034,0.0000029817938,0.000026818918,0.0006450154,0.0013160316,0.0001657481,0.00018452463,0.00011061489],"genre_scores_gemma":[0.9988317,0.000005303793,0.000035057845,0.00006894208,0.00009957743,0.00030815665,0.00008465966,0.00006320097,0.00050340453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982023,0.00009457271,0.00045778145,0.00030175285,0.00055016903,0.00039337794],"domain_scores_gemma":[0.9990967,0.00012310616,0.00018240817,0.00045515908,0.000036963847,0.00010568446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014421693,0.00043946726,0.00054653396,0.00004745188,0.00035697623,0.00013520134,0.00036063275,0.00007887991,0.00084848923],"category_scores_gemma":[0.0000117448235,0.0003123368,0.00007383852,0.00012591627,0.000091616785,0.00023993247,0.0001959471,0.00017810843,0.0000070338274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045529843,6.488459e-7,0.00016490024,0.00009206863,0.0001489861,0.0000464455,0.0032319138,0.0012067053,0.9938082,0.00041183628,0.00012260422,0.0003103758],"study_design_scores_gemma":[0.0017106605,0.0019824998,0.0014997849,0.00004772152,0.00010801995,0.000055586486,0.0021600432,0.0011941472,0.9907881,0.0000010454779,0.000034817123,0.00041756395],"about_ca_topic_score_codex":0.00064269744,"about_ca_topic_score_gemma":9.810176e-7,"teacher_disagreement_score":0.0030201068,"about_ca_system_score_codex":0.000106623585,"about_ca_system_score_gemma":0.000041205752,"threshold_uncertainty_score":0.9999329},"labels":[],"label_agreement":null},{"id":"W4282974625","doi":"10.1002/fam.3086","title":"Influence of ammonium polyphosphate‐modified polypropylene on flammability characteristics of polypropylene keratin and chitosan sustainable composites","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Ammonium polyphosphate; Cone calorimeter; Fire retardant; Polypropylene; Materials science; Limiting oxygen index; Composite material; Ultimate tensile strength; Thermal stability; Composite number; Zinc borate; Char; Chemical engineering; Pyrolysis","score_opus":0.006373606339672959,"score_gpt":0.19824597787968892,"score_spread":0.19187237154001596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282974625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977064,0.00048571324,0.0000031247605,0.00016695383,0.00027349195,0.00050742534,0.00074760756,0.000044260607,0.000064999535],"genre_scores_gemma":[0.9992275,0.0001736396,0.00018155473,0.000072832256,0.00006687339,0.00007043836,0.000042973687,0.000027320631,0.0001368713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977577,0.00032759446,0.0007804522,0.00042077625,0.00031950197,0.00039399532],"domain_scores_gemma":[0.9989032,0.000084727486,0.0004618915,0.00037305214,0.000085382446,0.00009175903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007114899,0.00027107913,0.00075613585,0.000072249204,0.00035069967,0.00011450639,0.00024108987,0.00007372943,0.00032800896],"category_scores_gemma":[0.00008981192,0.00022439087,0.000038485166,0.00010056547,0.00032626535,0.00019689412,0.0004895166,0.00007603286,0.0000029231867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018568216,0.000110581655,0.0007499355,0.0008546287,0.000015433161,0.000010952919,0.0005486,0.000060844202,0.99349093,0.0019313252,0.000017304254,0.00035265725],"study_design_scores_gemma":[0.0004319044,0.0008135711,0.029080266,0.00007344683,0.000034046665,0.000016009806,0.00016000406,0.000020622729,0.96869844,0.00027996948,0.00015168972,0.00024004819],"about_ca_topic_score_codex":0.0019403789,"about_ca_topic_score_gemma":0.000002237521,"teacher_disagreement_score":0.028330332,"about_ca_system_score_codex":0.000022346941,"about_ca_system_score_gemma":0.00008515875,"threshold_uncertainty_score":0.9150394},"labels":[],"label_agreement":null},{"id":"W4283731197","doi":"10.1002/fam.3091","title":"Carbon fiber damage evolution under flame attack and the role of impurities","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Impurity; Materials science; Catalysis; Scanning electron microscope; Polyacrylonitrile; Microstructure; Alkali metal; Chemical engineering; Carbon fibers; Chemistry; Composite material; Organic chemistry","score_opus":0.008635934935335671,"score_gpt":0.1989770819056642,"score_spread":0.19034114697032853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283731197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529576,0.002897295,6.299752e-7,0.00023177262,0.00040884977,0.00023004599,0.00016560104,0.000030645388,0.00073940377],"genre_scores_gemma":[0.9988591,0.00016192533,0.000040785253,0.000057014993,0.000098405195,0.00006480939,0.000010607775,0.000014421725,0.000692928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998824,0.00034234792,0.00028267986,0.00019116618,0.00017609734,0.00018368938],"domain_scores_gemma":[0.999573,0.0000601632,0.00012861875,0.00018462844,0.000025894238,0.00002768535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073869276,0.00012639203,0.00031613375,0.000024274566,0.00025664756,0.000112874266,0.00012914695,0.000036555237,0.0015903432],"category_scores_gemma":[0.00001781127,0.00008156721,0.000023877566,0.000037228234,0.0002981404,0.00010034716,0.00034758443,0.00003734526,0.000008370464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032495233,0.000010823922,0.00003509876,0.0000868862,0.000010393424,0.0000011681673,0.0008351114,0.000016250253,0.9941762,0.004190546,0.00012952667,0.0001830301],"study_design_scores_gemma":[0.0010366654,0.00018248304,0.0018563075,0.00004195105,0.00006670864,0.000045916746,0.0016990049,0.00013403347,0.97325313,0.011460198,0.009969626,0.000253999],"about_ca_topic_score_codex":0.0015328003,"about_ca_topic_score_gemma":0.000008808887,"teacher_disagreement_score":0.020923106,"about_ca_system_score_codex":0.000016866665,"about_ca_system_score_gemma":0.000027378424,"threshold_uncertainty_score":0.99932235},"labels":[],"label_agreement":null},{"id":"W4295713140","doi":"10.1002/fam.3104","title":"The effects of radial cracks on the fire performance of heritage timber","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cone calorimeter; Deflection (physics); Char; Charring; Cracking; Fire performance; Shrinkage; Fire test; Demolition; Forensic engineering; Environmental science; Composite material; Materials science; Geotechnical engineering; Engineering; Waste management; Civil engineering; Fire resistance; Pyrolysis","score_opus":0.004307445549069599,"score_gpt":0.19064829614936604,"score_spread":0.18634085060029645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295713140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845326,0.0002804545,5.7871796e-7,0.0001232372,0.0003869119,0.00016546229,0.000051652776,0.000011731799,0.00052672916],"genre_scores_gemma":[0.9989102,0.0005987652,0.0000045058955,0.000016176253,0.00003578802,0.000044017972,0.0000060120296,0.000011478241,0.00037307094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952966,0.00004992521,0.00012434636,0.000053914075,0.00012552919,0.000116630355],"domain_scores_gemma":[0.9995887,0.000211731,0.000023679697,0.0001522127,0.000009572471,0.0000140852935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002625092,0.00005921813,0.00011156423,0.000008067856,0.00015452053,0.00001533622,0.0001267054,0.000019599265,0.000121594836],"category_scores_gemma":[0.000022626375,0.000035157565,0.00002077643,0.000045440196,0.00004297504,0.000018887971,0.00007281258,0.000065489985,0.0000028450936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011347426,0.00018834809,0.0010297699,0.0047984133,0.000419698,0.000035845456,0.0047323694,0.0053731524,0.86002856,0.009486432,0.03412384,0.078648806],"study_design_scores_gemma":[0.0026062406,0.0037725982,0.07667314,0.0005122748,0.00008764292,0.000040782885,0.0006236048,0.19655101,0.61766285,0.0011257012,0.09940343,0.0009407055],"about_ca_topic_score_codex":0.000023581182,"about_ca_topic_score_gemma":0.0000014630835,"teacher_disagreement_score":0.24236572,"about_ca_system_score_codex":0.0000095501,"about_ca_system_score_gemma":0.0000072472894,"threshold_uncertainty_score":0.1433684},"labels":[],"label_agreement":null},{"id":"W4309707162","doi":"10.1002/fam.3119","title":"Acceptance criteria for products according to the cone calorimeter","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cone calorimeter; Acceptance testing; Test (biology); Fire performance; Calorimeter (particle physics); Table (database); National standard; Computer science; Forensic engineering; Environmental science; Mathematics; Engineering; Waste management; Materials science; Pulp and paper industry; Composite material; Database; Software engineering; Fire resistance; Telecommunications; Detector","score_opus":0.02541133156732943,"score_gpt":0.27553416510476825,"score_spread":0.2501228335374388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309707162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524564,0.00019109435,0.00038207058,0.0015586065,0.0014358888,0.00055242615,0.00041684217,0.000059091715,0.00015835383],"genre_scores_gemma":[0.99821544,0.000033208027,0.00046743147,0.00015941846,0.00026007087,0.00038027266,0.000037938167,0.000023293693,0.00042291876],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994473,0.000024914429,0.0001168686,0.0001308975,0.00008183714,0.00019819141],"domain_scores_gemma":[0.9997437,0.00003520002,0.0000100867555,0.0001571413,0.000023037297,0.00003084677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333891,0.00007444312,0.00012278723,0.000020076162,0.00020435735,0.00008737842,0.00013991969,0.000015453441,0.00016774547],"category_scores_gemma":[0.000034683853,0.000058081667,0.000014041545,0.00007943331,0.000009442972,0.00004766581,0.00013305622,0.000042175852,0.000008462374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018191231,0.000018595743,0.000041669504,0.00036609333,0.00006082791,0.0000064428577,0.0011387528,0.00039931337,0.90696484,0.0013599163,0.06635448,0.023107186],"study_design_scores_gemma":[0.00070580374,0.00031403944,0.0025536,0.000029781502,0.00002724083,0.00002824399,0.0006081364,0.0108438125,0.115284905,0.0008227035,0.868243,0.00053872867],"about_ca_topic_score_codex":0.00002543788,"about_ca_topic_score_gemma":0.0000028349498,"teacher_disagreement_score":0.8018885,"about_ca_system_score_codex":0.000021433394,"about_ca_system_score_gemma":0.000008307538,"threshold_uncertainty_score":0.23685017},"labels":[],"label_agreement":null},{"id":"W4313426856","doi":"10.1002/fam.3123","title":"Bond behaviour of rebar in concrete at elevated temperatures: A soft computing approach","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Rebar; Soft computing; Mean squared error; Regression; Regression analysis; Root mean square; Polynomial; Linear regression; Mathematics; Structural engineering; Polynomial regression; Applied mathematics; Statistics; Computer science; Biological system; Engineering; Artificial intelligence; Mathematical analysis; Artificial neural network","score_opus":0.009789885660867153,"score_gpt":0.2059524291934591,"score_spread":0.19616254353259194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313426856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989631,0.00025803462,0.000012290419,0.000010777542,0.00021659762,0.00018113053,0.00014041971,0.00007638214,0.00014123245],"genre_scores_gemma":[0.99958634,0.000015939078,0.00016907215,0.000033293607,0.000019009243,0.000018488938,0.00008154124,0.000014579627,0.00006172328],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928576,0.000057978064,0.00027383925,0.00014980785,0.00009055309,0.00014208214],"domain_scores_gemma":[0.9997439,0.000034425895,0.000036419275,0.00013825388,0.000012456455,0.000034576824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922159,0.00009883896,0.00024910073,0.00003508769,0.00007144432,0.000017644606,0.00007010693,0.000040134935,0.00024792764],"category_scores_gemma":[0.000020207963,0.000098982855,0.000022115752,0.00009221933,0.000022499542,0.00002953811,0.00014438733,0.00007816689,0.0000012750139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052634015,0.0000044894987,0.002676779,0.00018653412,0.0000046300424,0.0000071841487,0.0009466954,0.000093360024,0.9946973,0.00005123814,0.0011817428,0.00009742386],"study_design_scores_gemma":[0.0031399846,0.00026948086,0.03921968,0.0001430983,0.000053969125,0.0001370706,0.0017973551,0.013571302,0.9343561,0.00009187,0.0062850644,0.00093499955],"about_ca_topic_score_codex":0.000086335334,"about_ca_topic_score_gemma":0.0000028648008,"teacher_disagreement_score":0.06034117,"about_ca_system_score_codex":0.00004121214,"about_ca_system_score_gemma":0.000009853306,"threshold_uncertainty_score":0.40364036},"labels":[],"label_agreement":null},{"id":"W4367607498","doi":"10.1002/fam.3140","title":"Fire research for timber structures","year":2023,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Acknowledgement; Subject (documents); Sustainability; Engineering ethics; Charring; Harm; Architectural engineering; Engineering; Forensic engineering; Public relations; Sociology; Computer science; Political science; Computer security; Law; World Wide Web; Ecology","score_opus":0.05922262784841916,"score_gpt":0.34646841688596963,"score_spread":0.2872457890375505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367607498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978029,0.00016731724,0.000027063192,0.00028447676,0.0003712712,0.00025825517,0.00024305911,0.00017592701,0.0006697167],"genre_scores_gemma":[0.99665606,0.0006677112,0.0002000218,0.000011227846,0.0002107855,0.00008895413,0.00013395009,0.000033365443,0.0019979107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992675,0.00002395867,0.00011404215,0.000125047,0.00013448244,0.00033497025],"domain_scores_gemma":[0.9996535,0.000113884525,0.000005384353,0.00013074791,0.00004344354,0.00005299194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047156203,0.00007422555,0.00012568731,0.000051279578,0.00012347245,0.00009217987,0.00008995465,0.000077625446,0.00015507264],"category_scores_gemma":[0.000046439556,0.00006427498,0.000018374338,0.0001368635,0.000034662495,0.00004405434,0.000063767104,0.000059674054,0.000086068314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017636096,0.000019550225,0.00014236777,0.0024969685,0.0001615572,0.000054794935,0.0012114191,0.001224039,0.30586463,0.021198964,0.57403266,0.093416706],"study_design_scores_gemma":[0.0016430692,0.0003570998,0.027447416,0.00017743495,0.000022540378,0.00002491536,0.00031994478,0.19960105,0.08050025,0.08123344,0.607731,0.00094187807],"about_ca_topic_score_codex":0.000038638744,"about_ca_topic_score_gemma":0.000006508648,"teacher_disagreement_score":0.22536437,"about_ca_system_score_codex":0.000012651971,"about_ca_system_score_gemma":0.000009975204,"threshold_uncertainty_score":0.26210576},"labels":[],"label_agreement":null},{"id":"W4390230636","doi":"10.1002/fam.3191","title":"Examining China's rural fire protection within the rural revitalization strategy: An in‐depth policy research","year":2023,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Scientific Research Foundation of Education Department of Anhui Province of China","keywords":"China; Firefighting; Fire protection; Fire safety; Environmental planning; Rural area; Business; Geography; Economic growth; Political science; Engineering; Civil engineering; Risk analysis (engineering)","score_opus":0.1294822302667513,"score_gpt":0.4162931262329238,"score_spread":0.2868108959661725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390230636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690336,0.000086942346,0.0000075951903,0.0017703013,0.00020178026,0.0006568468,0.000009649542,0.00006762281,0.00029587923],"genre_scores_gemma":[0.99780893,0.00025167214,0.00001642393,0.000096063595,0.0005438776,0.000106765016,0.00024070033,0.000012695189,0.00092285534],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984162,0.0008248278,0.00027891688,0.00014132548,0.0001153572,0.00022339479],"domain_scores_gemma":[0.99961907,0.000059661295,0.000076704164,0.00016466856,0.000039131308,0.00004075632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033448557,0.0000878394,0.00019611686,0.00010779088,0.00023367674,0.00004232329,0.000050067596,0.00013999504,0.000059673304],"category_scores_gemma":[0.0005517048,0.000058517056,0.000014968367,0.0003574004,0.000076812896,0.00017761174,0.000039032333,0.00015288552,0.000029456862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030282107,0.00021684187,0.033577334,0.0020616234,0.0001282005,0.00012465187,0.01452769,0.00011203678,0.77163106,0.027267521,0.007217331,0.14010748],"study_design_scores_gemma":[0.0006459208,0.0010301283,0.969911,0.0006820025,0.000024056853,0.00007754908,0.0021782545,0.0006164589,0.010971821,0.013464785,0.00026086127,0.00013720732],"about_ca_topic_score_codex":0.0017888319,"about_ca_topic_score_gemma":0.00007774972,"teacher_disagreement_score":0.9363336,"about_ca_system_score_codex":0.000029380612,"about_ca_system_score_gemma":0.00007380544,"threshold_uncertainty_score":0.27041906},"labels":[],"label_agreement":null},{"id":"W4399194830","doi":"10.1002/fam.3224","title":"Effects of incident heat flux on heat release rates and temperatures in cone calorimeter tests of polyurethane foam","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cone calorimeter; Heat flux; Materials science; Thermocouple; Calorimeter (particle physics); Composite material; Polyurethane; Flame spread; Fire test; Flux (metallurgy); Combustion; Heat transfer; Ignition system; Critical heat flux; Mechanics; Thermodynamics; Chemistry; Optics; Char; Metallurgy","score_opus":0.005433228458752281,"score_gpt":0.2425480756036342,"score_spread":0.23711484714488193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399194830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444485,0.0049100486,0.0000025874072,0.000061692735,0.0002480716,0.00019317708,0.00007220653,0.00002504492,0.000042295123],"genre_scores_gemma":[0.9989241,0.0008650777,0.00003088533,0.000014018134,0.000040155162,0.000013737507,0.000022615553,0.000018579463,0.00007083737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941546,0.00003571352,0.00019492987,0.00012483324,0.00009084223,0.00013823362],"domain_scores_gemma":[0.9996694,0.00018049448,0.000005987702,0.00008448599,0.000014410666,0.000045253983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014483415,0.00010882814,0.0002662579,0.000084801046,0.000012044322,0.0000378046,0.000036786907,0.00007108592,0.000020260371],"category_scores_gemma":[0.000041116622,0.00008691273,0.00001753073,0.00007909478,0.000038047416,0.000047519854,0.000032622353,0.000068149646,0.0000024468197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007786009,0.000017260976,0.00024735116,0.002183438,0.000026853515,0.00005964305,0.00020633571,0.000026453265,0.99595666,0.00015872763,0.00029734595,0.0007420509],"study_design_scores_gemma":[0.00043137113,0.00024690884,0.03283146,0.0008363463,0.000014436633,0.0000114943205,0.000009766096,0.0025792853,0.96259546,0.00019720545,0.00012329171,0.00012299899],"about_ca_topic_score_codex":0.00038404824,"about_ca_topic_score_gemma":0.000018707526,"teacher_disagreement_score":0.033361245,"about_ca_system_score_codex":0.000013969639,"about_ca_system_score_gemma":0.00001161077,"threshold_uncertainty_score":0.35441983},"labels":[],"label_agreement":null},{"id":"W4399297012","doi":"10.1002/fam.3223","title":"The influence of cross‐sectional aspect ratio on ceiling temperature profile and mass flow rate of ceiling jet in tunnel fires","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China; National Natural Science Foundation of China","keywords":"Ceiling (cloud); Mechanics; Mass flow rate; Aspect ratio (aeronautics); Materials science; Fire Dynamics Simulator; Ceiling effect; Computer simulation; Jet (fluid); Volumetric flow rate; Environmental science; Computational fluid dynamics; Structural engineering; Engineering; Composite material; Physics","score_opus":0.008012777773035459,"score_gpt":0.25162426283803646,"score_spread":0.243611485065001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399297012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860173,0.0007098653,0.000005216689,0.000048207075,0.00022502111,0.00014280828,0.00017608059,0.000024273242,0.00006678477],"genre_scores_gemma":[0.99902403,0.00072793965,0.000073226576,0.000004470925,0.00005934431,0.000017445016,0.000018215103,0.000013228088,0.00006208808],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993881,0.000033480603,0.00023889977,0.00012497508,0.00008389761,0.00013067076],"domain_scores_gemma":[0.99967927,0.00016212843,0.00001720791,0.00008729259,0.00003366482,0.000020460402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041875077,0.00008707408,0.00014273007,0.000042065607,0.00006279542,0.00014906382,0.00005769867,0.00006974516,0.000015877391],"category_scores_gemma":[0.000054557207,0.000062603605,0.000017260061,0.0000848665,0.000059226342,0.00009473963,0.000025342597,0.00009573386,0.0000015126136],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007118273,0.0000053560434,0.0025029655,0.0007210361,0.000027232178,0.0000073498964,0.00026179184,0.012592773,0.9823668,0.00080350006,0.000037892027,0.0006021442],"study_design_scores_gemma":[0.00045028343,0.00014444634,0.43576247,0.0007951726,0.0000086144155,0.000009828537,0.000059891092,0.17153838,0.3883965,0.002292199,0.00028672518,0.0002554912],"about_ca_topic_score_codex":0.00003723362,"about_ca_topic_score_gemma":0.000019054074,"teacher_disagreement_score":0.5939703,"about_ca_system_score_codex":0.000013855138,"about_ca_system_score_gemma":0.000024545481,"threshold_uncertainty_score":0.2552901},"labels":[],"label_agreement":null},{"id":"W4400297186","doi":"10.1002/fam.3227","title":"The evolution of reaction to fire classification of materials: A case study of Canada","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forensic engineering; Engineering; Poison control; Environmental science; Medical emergency; Medicine","score_opus":0.014493882514656784,"score_gpt":0.25264175217884516,"score_spread":0.23814786966418838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400297186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998803,0.00018899073,0.000017454257,0.000052656516,0.0004738087,0.00024401261,0.00015516374,0.000013961137,0.000050934625],"genre_scores_gemma":[0.99979657,0.0000664174,0.000008144838,5.3798215e-7,0.000029482559,0.000023003804,0.0000070600277,0.000009712288,0.000059091995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941516,0.000037092672,0.00027276058,0.00007585933,0.000113570924,0.000085529566],"domain_scores_gemma":[0.99971765,0.00004973084,0.000031300835,0.00013236585,0.000046939444,0.000022022465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029567842,0.000055503217,0.00013524834,0.00002617512,0.000038252154,0.000019624806,0.000045966884,0.000029844015,0.0000090014955],"category_scores_gemma":[0.000022045171,0.000041435753,0.00000821725,0.000095418465,0.00001295996,0.000037300153,0.000021389971,0.000020920339,4.3983115e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042888754,0.000020102889,0.000023875746,0.0005353077,0.000047374815,0.000023546534,0.00079342054,0.000071241404,0.9931074,0.00049452175,0.0006202487,0.0042201113],"study_design_scores_gemma":[0.001224198,0.0016249495,0.08681762,0.001108589,0.00023821162,0.0004787032,0.034288835,0.0557499,0.8109226,0.0008229724,0.0059742797,0.0007491329],"about_ca_topic_score_codex":0.2581592,"about_ca_topic_score_gemma":0.07479831,"teacher_disagreement_score":0.18336089,"about_ca_system_score_codex":0.00007146782,"about_ca_system_score_gemma":0.00006446296,"threshold_uncertainty_score":0.9420842},"labels":[],"label_agreement":null},{"id":"W4403013380","doi":"10.1002/fam.3243","title":"Extract from the peels of jackfruit ( <i>Artocarpus heterophyllus</i> ): Flame retardancy and toxic gaseous emission suppression effects on cotton textiles","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer; Vietnam Academy of Science and Technology","keywords":"Artocarpus; Fire retardant; Pulp and paper industry; Waste management; Food science; Chemistry; Environmental science; Toxicology; Composite material; Materials science; Botany; Engineering; Biology","score_opus":0.00707132390329851,"score_gpt":0.20819099731439888,"score_spread":0.20111967341110037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403013380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397266,0.003551451,0.000044574906,0.00008832802,0.0015051513,0.00022979657,0.00019324267,0.00021181327,0.00020297007],"genre_scores_gemma":[0.99841434,0.00084653526,0.00008452448,0.000055611217,0.0002589192,0.000020713811,0.000051088948,0.000041360112,0.00022688713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915683,0.00006601624,0.00021794658,0.00023871558,0.0001353489,0.00018511096],"domain_scores_gemma":[0.99934006,0.0003170287,0.00003129146,0.00023626244,0.00000887723,0.000066479835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013544488,0.00020021084,0.00027211636,0.000030675,0.00007141644,0.00013541203,0.00008882285,0.00011489407,0.000049904505],"category_scores_gemma":[0.000032196596,0.00013257632,0.00004130897,0.000041104846,0.00004735147,0.00008288458,0.00005014758,0.00009651239,0.000014453791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004663336,0.000008649236,0.000014917247,0.00064567087,0.000037897153,0.000038723665,0.00096753135,0.000033972196,0.9394621,0.000018480298,0.011175392,0.047550004],"study_design_scores_gemma":[0.00029484983,0.0001915922,0.0010847254,0.0024684833,0.00006948181,0.000016679334,0.000028168082,0.0010963152,0.97777134,0.00059817836,0.01615511,0.00022506554],"about_ca_topic_score_codex":0.000052145195,"about_ca_topic_score_gemma":0.0000013631428,"teacher_disagreement_score":0.04732494,"about_ca_system_score_codex":0.000012935312,"about_ca_system_score_gemma":0.0000074307313,"threshold_uncertainty_score":0.5406305},"labels":[],"label_agreement":null},{"id":"W4404329652","doi":"10.1002/fam.3244","title":"Review of the <scp>NRC</scp> Canada studies on fire resistance of floor assemblies: Results, design guidelines and research gaps","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fire resistance; Engineering; Forensic engineering; Environmental science; Civil engineering; Materials science; Composite material","score_opus":0.07737977690235076,"score_gpt":0.3323125735465058,"score_spread":0.254932796644155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404329652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6927216,0.3030974,0.000002558451,0.00076576316,0.0016900075,0.00070279016,0.00065753155,0.00006980426,0.0002925326],"genre_scores_gemma":[0.80378026,0.19344555,0.00060137943,0.00030424347,0.00036350483,0.00013299102,0.000016600046,0.000076673015,0.0012787692],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997973,0.00038191318,0.00075715873,0.0002506117,0.000398512,0.00023875317],"domain_scores_gemma":[0.99783885,0.0013175198,0.00009171446,0.00036993175,0.00033795292,0.000044030265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034849055,0.00019452075,0.0005761959,0.00004457431,0.00007561463,0.00006658925,0.00018482294,0.00007156167,0.000010380705],"category_scores_gemma":[0.0052526733,0.00012859168,0.000028185925,0.00023267644,0.000110282446,0.000072272844,0.00011773552,0.000079622194,0.0000028241222],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020345647,0.0000024417386,8.0951634e-7,0.04305635,0.00012222368,0.000013073283,0.00031071252,0.000019117222,0.18587352,0.00016440528,0.76968426,0.00073272287],"study_design_scores_gemma":[0.00019102046,0.00009052964,0.000105203406,0.041235685,0.00006201759,0.0000055380365,0.00015022214,0.00010332602,0.7940736,0.00019392665,0.16369726,0.00009169866],"about_ca_topic_score_codex":0.0074358527,"about_ca_topic_score_gemma":0.0024421068,"teacher_disagreement_score":0.6082001,"about_ca_system_score_codex":0.00006506019,"about_ca_system_score_gemma":0.00017845821,"threshold_uncertainty_score":0.9991737},"labels":[],"label_agreement":null},{"id":"W4404387892","doi":"10.1002/fam.3253","title":"Comprehensive laboratory study on smoke gases during the thermal oxidative decomposition of forest and vegetation fuels","year":2024,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Environmental science; Smoke; Vegetation (pathology); Decomposition; Waste management; Environmental engineering; Environmental chemistry; Engineering; Chemistry; Medicine","score_opus":0.013701898147945944,"score_gpt":0.24312539083641083,"score_spread":0.22942349268846488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404387892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987469,0.0007667032,0.0000011408072,0.00003178503,0.00010776566,0.00014515981,0.0000922636,0.000014695137,0.00009362834],"genre_scores_gemma":[0.9997918,0.00004977187,0.000014782001,0.000027692631,0.000068679175,0.0000023668,0.000027480413,0.0000018340432,0.000015613394],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996133,0.00005038375,0.00010036751,0.000111152294,0.00006116164,0.00006365758],"domain_scores_gemma":[0.9997723,0.00010765949,0.000033311928,0.000052582487,0.000014697008,0.000019428111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063450374,0.000066856315,0.00009226864,0.0000027305266,0.00009113001,0.00006582077,0.00002974636,0.00002059789,0.00012514355],"category_scores_gemma":[0.000004611858,0.00004150158,0.000008041249,0.000039097267,0.000051000454,0.000095602154,0.0000074561876,0.00002606887,0.0000045676975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024868752,0.00005319905,0.15844037,0.0006989904,0.00010899747,0.000049950348,0.0041275457,0.00029639056,0.8319754,0.000037824728,0.00003911607,0.003923547],"study_design_scores_gemma":[0.000112331574,0.00012769675,0.8778306,0.000063101295,0.000014789065,0.0000033898843,0.00051264925,0.000030382716,0.12116888,0.000047935806,0.000039475835,0.000048745645],"about_ca_topic_score_codex":0.00016001723,"about_ca_topic_score_gemma":0.000019875375,"teacher_disagreement_score":0.7193903,"about_ca_system_score_codex":0.0000010026772,"about_ca_system_score_gemma":0.000006757984,"threshold_uncertainty_score":0.16923852},"labels":[],"label_agreement":null},{"id":"W4407548789","doi":"10.1002/fam.3283","title":"Propagation of Smouldering in Wood Dust Deposits Ignited by Embedded Hot Bodies","year":2025,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Environmental science; Forensic engineering; Engineering; Mining engineering; Waste management","score_opus":0.0070840281547765145,"score_gpt":0.2235946570969483,"score_spread":0.2165106289421718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407548789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975025,0.0004763205,0.0007641517,0.00003981104,0.00014839864,0.00009723213,0.000013956478,0.00007872462,0.0008789016],"genre_scores_gemma":[0.99945337,0.00013532041,0.00006992717,0.000026637223,0.0000072049647,0.000018522958,0.000023836861,0.00000515293,0.00026001933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999665,0.000009496305,0.0001667897,0.00006124111,0.00003755889,0.00005990167],"domain_scores_gemma":[0.99988776,0.000015348503,0.000020023535,0.00004084619,0.0000255106,0.000010506968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048997328,0.000056297868,0.0001081805,0.00006748714,0.000017628294,0.000027328957,0.000024681738,0.000040909184,0.000032444488],"category_scores_gemma":[0.000025821442,0.0000558054,0.0000057681204,0.00008668077,0.000008883155,0.00007622195,0.000013628411,0.00001926198,0.0000014045893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031481737,0.000026969783,0.00026789634,0.0010539065,0.00002080967,0.0000011882876,0.0005404353,0.0001752284,0.9874188,0.00048244782,0.0030187198,0.0069621536],"study_design_scores_gemma":[0.0002691888,0.000008684928,0.00361899,0.00012886501,0.0000070956908,7.2320273e-7,0.00007407446,0.00054945797,0.99434173,0.00015801338,0.0007767543,0.00006640715],"about_ca_topic_score_codex":0.000017597955,"about_ca_topic_score_gemma":0.000015065451,"teacher_disagreement_score":0.0069229826,"about_ca_system_score_codex":0.000007990792,"about_ca_system_score_gemma":0.0000066579487,"threshold_uncertainty_score":0.22756782},"labels":[],"label_agreement":null},{"id":"W4411308566","doi":"10.1002/fam.3309","title":"Performance‐Based Approach for Classifying the Degree of Combustibility of Building Products","year":2025,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combustibility; Degree (music); Environmental science; Engineering; Waste management; Civil engineering; Forensic engineering; Combustion; Chemistry; Physics","score_opus":0.05350650647274921,"score_gpt":0.26994880353185424,"score_spread":0.21644229705910503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411308566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931684,0.00013357491,0.0056628245,0.00006552052,0.00012733797,0.00035240877,0.000056114695,0.000017861954,0.0004159601],"genre_scores_gemma":[0.99625427,0.000047734466,0.0035860843,0.0000050903427,0.000018943316,0.000030400219,0.00001652148,0.000006799094,0.00003414493],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953216,0.000016576123,0.00018982882,0.00008978337,0.000058126116,0.000113517635],"domain_scores_gemma":[0.99967223,0.00006618285,0.000025748748,0.00016874741,0.000057057645,0.000010046304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004604187,0.000061850726,0.00017150954,0.00002778568,0.00004900157,0.000012260147,0.00009513791,0.000039460832,0.0000033092347],"category_scores_gemma":[0.000048535137,0.000043135857,0.000018129955,0.00008994077,0.00005368496,0.000029369403,0.000031789597,0.000031860407,5.3343555e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022631917,0.00007234795,0.0029302966,0.01805616,0.0001022992,1.6900661e-7,0.00021205962,0.0075662336,0.9334486,0.0031405773,0.0006105579,0.03363438],"study_design_scores_gemma":[0.00041312858,0.0000538577,0.014714679,0.00013625249,0.000025184587,4.1492646e-7,0.00003556084,0.49298012,0.4910257,0.00015261027,0.00037707883,0.00008543227],"about_ca_topic_score_codex":0.000016499373,"about_ca_topic_score_gemma":7.4814506e-7,"teacher_disagreement_score":0.48541388,"about_ca_system_score_codex":0.000009730377,"about_ca_system_score_gemma":0.0000245625,"threshold_uncertainty_score":0.17590292},"labels":[],"label_agreement":null}]}