{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":80,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":80,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0994ff38d1c4","filters":{"venue":"Process Safety Progress"}},"results":[{"id":"W2060741349","doi":"10.1002/prs.10015","title":"Integrated inherent safety index (I2SI): A tool for inherent safety evaluation","year":2004,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":213,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Inherent safety; Process safety; Risk analysis (engineering); Hazard analysis; Process (computing); Reliability engineering; Hazard; System safety; Identification (biology); Computer science; Process safety management; Engineering; Work in process; Operations management; Business","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"Paul Amyotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08556679189021969,"gpt":0.4078337512514721,"spread":0.3222669593612524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006971358,0.001329598,0.001004834,0.00841351,0.0005077873,0.002620348,0.00114944,0.0007049704,0.006468326],"category_scores_gemma":[0.02202742,0.000341183,0.001198678,0.00345326,0.0008344356,0.002819648,0.001688608,0.001481271,0.001166417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048797,"about_ca_system_score_gemma":0.00168634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008816544,"about_ca_topic_score_gemma":0.0008689215,"domain_scores_codex":[0.9953934,0.001228211,0.0004417454,0.0002682686,0.002501656,0.0001667037],"domain_scores_gemma":[0.9834675,0.008811,0.002133704,0.001171088,0.004026196,0.0003905251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007769865,0.0007103671,0.0303256,0.0009046501,0.0004004331,0.0002384551,0.0006079987,0.1536286,0.01348149,0.161795,0.01784081,0.6192896],"study_design_scores_gemma":[0.00008762485,0.001070612,0.009987909,0.0002601734,0.0002583738,0.0004589266,0.0003245292,0.799266,0.02465516,0.1300346,0.03336906,0.0002269831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02778265,0.0002329163,0.9555513,0.0001574152,0.00007798505,0.0002663033,0.001008822,0.00280359,0.012119],"genre_scores_gemma":[0.3352812,0.0002022831,0.6603024,0.00005996911,0.00006770977,0.000461564,0.001286843,0.0002842756,0.002053752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00841351,"threshold_uncertainty_score":0.03686851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141639985","doi":"10.1002/prs.10010","title":"Risk‐based maintenance (RBM): A new approach for process plant inspection and maintenance","year":2004,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fault tree analysis; Reliability engineering; Flammable liquid; Engineering; Schedule; Process (computing); Planned maintenance; Reliability (semiconductor); Risk management; Risk analysis (engineering); Hazardous waste; Computer science; Waste management","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"M.R. Haddara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04448835078898471,"gpt":0.345748532113375,"spread":0.3012601813243903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051764,0.00129478,0.00135009,0.002519193,0.000476577,0.001360351,0.002011829,0.0009742558,0.002162799],"category_scores_gemma":[0.006306088,0.0008388938,0.00141757,0.0009669063,0.0008230574,0.001629887,0.001136849,0.001224728,0.0005027218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311005,"about_ca_system_score_gemma":0.001385956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552405,"about_ca_topic_score_gemma":0.001422858,"domain_scores_codex":[0.9972561,0.0009920299,0.0001517616,0.0003970989,0.001104456,0.0000985317],"domain_scores_gemma":[0.9976072,0.00132417,0.0003735861,0.0002639588,0.0003678431,0.000063261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001105495,0.0001494047,0.001193032,0.000366092,0.0001794253,0.0001972947,0.0002828754,0.4084046,0.007534339,0.0955594,0.002533072,0.4834898],"study_design_scores_gemma":[0.00003183432,0.0001313864,0.0003930292,0.00005012547,0.00005389255,0.0002211121,0.00002040161,0.9495875,0.001966991,0.04082747,0.006683913,0.00003223422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008596712,0.0001345894,0.9983766,0.0000537318,0.000009925942,0.00003116465,0.00001057552,0.0001297025,0.0003939622],"genre_scores_gemma":[0.0663697,0.0002519129,0.9320719,0.00005976089,0.00006999227,0.0002215236,0.00005777505,0.00008215751,0.0008153231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003051764,"threshold_uncertainty_score":0.01613945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123315600","doi":"10.1002/prs.10217","title":"Incorporation of inherent safety principles in process safety management","year":2007,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Process safety management; Process safety; Risk analysis (engineering); Process (computing); Documentation; Identification (biology); Hazard analysis; Engineering; Quality (philosophy); System safety; Inherent safety; Hazard; Process management; Work in process; Computer science; Reliability engineering; Operations management; Business; Hazardous waste","authors":[{"name":"Paul Amyotte","is_ca":true},{"name":"Attiq U. Goraya","is_ca":true},{"name":"Dennis C. Hendershot","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06678909909405292,"gpt":0.3921092958184042,"spread":0.3253201967243513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02531536,0.0007867605,0.00045875,0.002723844,0.001485088,0.004486483,0.001814308,0.001562498,0.002390179],"category_scores_gemma":[0.03280716,0.0006994468,0.000734688,0.00128579,0.006347009,0.006713838,0.004648853,0.003889775,0.0004855215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026401,"about_ca_system_score_gemma":0.007088483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354482,"about_ca_topic_score_gemma":0.001785038,"domain_scores_codex":[0.9683965,0.01499759,0.002390197,0.0009917583,0.01268181,0.0005421389],"domain_scores_gemma":[0.957859,0.02116239,0.004717857,0.004992825,0.01083927,0.0004286406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004331203,0.0002821415,0.002172274,0.001269132,0.00004252671,0.0002140796,0.004763063,0.02671392,0.004084341,0.7500769,0.004326939,0.2060114],"study_design_scores_gemma":[0.00004207537,0.0004813205,0.002161996,0.002374221,0.00007976183,0.0004608818,0.002381147,0.06891859,0.01488904,0.7960941,0.1119871,0.0001299459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02226404,0.001113115,0.9146087,0.005744571,0.0002717501,0.0005908945,0.00009251117,0.0004602486,0.0548542],"genre_scores_gemma":[0.3390871,0.001149632,0.6526374,0.0009293382,0.0001373209,0.0005588798,0.000110621,0.00008238723,0.005307388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02531536,"threshold_uncertainty_score":0.133882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037195996","doi":"10.1002/prs.680220203","title":"Evaluation of available indices for inherently safer design options","year":2003,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; National Research Council Canada; Memorial University of Newfoundland","funders":"","keywords":"SAFER; Inherent safety; Risk analysis (engineering); Process (computing); Process safety; Hazard; Reliability engineering; Computer science; Hazard analysis; Search engine indexing; System safety; Engineering; Work in process; Operations management; Computer security; Business","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Paul Amyotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2899735476713807,"gpt":0.4380987883190048,"spread":0.1481252406476241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01410187,0.001337838,0.001441625,0.007766817,0.0003893855,0.002115926,0.001277919,0.000666471,0.002314622],"category_scores_gemma":[0.05008142,0.0002921907,0.0007635767,0.003083422,0.000529083,0.002266165,0.001266754,0.000830838,0.0004137975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469948,"about_ca_system_score_gemma":0.0009383172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556491,"about_ca_topic_score_gemma":0.001549755,"domain_scores_codex":[0.9937752,0.002032248,0.000762903,0.000340238,0.002906382,0.000182914],"domain_scores_gemma":[0.9469851,0.03670649,0.003176916,0.003429664,0.009064492,0.0006374142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002684736,0.001053662,0.03697012,0.0008787372,0.0003447354,0.00008154041,0.0003164822,0.2261449,0.00754839,0.01840642,0.003466479,0.7021037],"study_design_scores_gemma":[0.0002029751,0.00352959,0.02273565,0.000131963,0.0002470844,0.0001388891,0.0003240523,0.930795,0.02711161,0.01078332,0.003847123,0.0001527649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8008757,0.002194826,0.1772358,0.0001991195,0.0001168579,0.0005267828,0.001417523,0.001542363,0.01589097],"genre_scores_gemma":[0.8466455,0.0004124089,0.1499347,0.00002364198,0.00002259176,0.0002149552,0.001493965,0.00007930403,0.00117303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410187,"threshold_uncertainty_score":0.07457876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088877556","doi":"10.1002/prs.10333","title":"Prevention and mitigation of dust and hybrid mixture explosions","year":2009,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Flammable liquid; Flammability limit; Dust explosion; Propane; Flammability; Waste management; Environmental science; Chemical engineering; Chemistry; Materials science; Engineering; Combustion; Composite material; Organic chemistry","authors":[{"name":"Paul Amyotte","is_ca":true},{"name":"Matthew B.J. Lindsay","is_ca":true},{"name":"Ruth Domaratzki","is_ca":true},{"name":"Neil Marchand","is_ca":true},{"name":"Almerinda Di Benedetto","is_ca":false},{"name":"Paola Russo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006900429876030434,"gpt":0.2464750014027095,"spread":0.2395745715266791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000204968,0.0003908773,0.0004158383,0.0002994875,0.0001348041,0.0002958302,0.0003288021,0.0002569687,0.0009624835],"category_scores_gemma":[0.0005468824,0.00009192208,0.0001885997,0.00008417878,0.0001494912,0.0002033866,0.0005244104,0.0001961245,0.0001673932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043444,"about_ca_system_score_gemma":0.0001567649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307951,"about_ca_topic_score_gemma":0.000561142,"domain_scores_codex":[0.9998423,0.00002828933,0.000009524873,0.00002744659,0.00006577071,0.00002656736],"domain_scores_gemma":[0.9997364,0.00007892816,0.00009382118,0.00002282278,0.00004840285,0.00001971949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001204896,0.0005585806,0.0114506,0.0004919125,0.0001427394,0.0002246126,0.00006064098,0.02745607,0.8420839,0.000705444,0.0002483337,0.1153722],"study_design_scores_gemma":[0.0000997478,0.003961502,0.02013066,0.00002885735,0.0001599893,0.0004246579,0.00008127083,0.04097742,0.930277,0.0004221556,0.003418901,0.00001783262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671398,0.001137663,0.02927618,0.00004515134,0.00002003464,0.00004750262,0.00003984402,0.0002576128,0.002036205],"genre_scores_gemma":[0.994664,0.0001976522,0.004440359,0.00001631384,0.000005905596,0.00001141131,0.00003783373,0.000008710294,0.000617855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009624835,"threshold_uncertainty_score":0.003219843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2347129034","doi":"10.1002/prs.11829","title":"Dynamic risk‐based maintenance for offshore processing facility","year":2016,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Engineering; Reliability engineering; Corrective maintenance; Preventive maintenance; Bayesian network; Planned maintenance; Failure mode, effects, and criticality analysis; Risk analysis (engineering); Predictive maintenance; Operations research; Computer science; Failure mode and effects analysis","authors":[{"name":"Jyoti Bhandari","is_ca":false},{"name":"Ehsan Arzaghi","is_ca":false},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Vikram Garaniya","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04234432693086625,"gpt":0.3732053367692187,"spread":0.3308610098383525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140474,0.0005355651,0.0004329085,0.0009127986,0.0003067167,0.0006113417,0.0008593484,0.0005549766,0.001248835],"category_scores_gemma":[0.002803077,0.0003523835,0.000476169,0.0004042365,0.0002835704,0.0006876756,0.0005750654,0.0004834586,0.0001000039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466806,"about_ca_system_score_gemma":0.0009315521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768017,"about_ca_topic_score_gemma":0.005245197,"domain_scores_codex":[0.9994723,0.0001814277,0.00002012544,0.00007796496,0.0001943001,0.00005390185],"domain_scores_gemma":[0.9992618,0.0004124697,0.0001503346,0.00003559207,0.0001097493,0.00003007208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005334875,0.0000419577,0.001259221,0.00003911473,0.00001924275,0.00005402107,0.00002884393,0.963379,0.001459004,0.00393245,0.0002396072,0.02949424],"study_design_scores_gemma":[0.000005858072,0.00004529853,0.0007682203,0.000006065415,0.00001194147,0.00002983967,0.00001341137,0.9959698,0.0004863903,0.002380437,0.0002773131,0.000005488102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1284889,0.000461485,0.8658042,0.0002609567,0.0000163791,0.0001572866,0.0001225173,0.0002146786,0.004473715],"genre_scores_gemma":[0.949599,0.0001573653,0.04909808,0.00001275217,0.000006586488,0.00008638209,0.00008408423,0.00001781546,0.0009379273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004768017,"threshold_uncertainty_score":0.01064253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151247988","doi":"10.1002/prs.10421","title":"Risk‐based fault diagnosis and safety management for process systems","year":2010,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Reliability engineering; Univariate; Engineering; Control chart; Fault (geology); Fault detection and isolation; Process (computing); Data mining; Multivariate statistics; Computer science; Machine learning","authors":[{"name":"Huizhi Bao","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Iqbal Tariq","is_ca":true},{"name":"Yanjun Chang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006510146032967075,"gpt":0.2460829764666074,"spread":0.2395728304336403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001369947,0.0007997787,0.0005283205,0.001544092,0.0002614559,0.0009564246,0.0005849085,0.0004485994,0.0009147008],"category_scores_gemma":[0.003922276,0.0002053322,0.0004334563,0.0004021843,0.000468387,0.0009619898,0.0005467117,0.0004517316,0.0001378425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304032,"about_ca_system_score_gemma":0.0009226336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770332,"about_ca_topic_score_gemma":0.001233726,"domain_scores_codex":[0.9988822,0.0003246762,0.00006038585,0.000153812,0.0005016478,0.00007721707],"domain_scores_gemma":[0.9987713,0.0005243512,0.0002781854,0.00008139505,0.0003049773,0.0000399274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003966285,0.0001905361,0.005728652,0.0001422355,0.0001065781,0.0002378259,0.0002147582,0.6747255,0.01511529,0.02061507,0.001335878,0.281191],"study_design_scores_gemma":[0.00001334894,0.00006627699,0.0009392461,0.000009019177,0.00001242563,0.000037345,0.00001220805,0.9861637,0.004728037,0.007491919,0.0005168791,0.000009686811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04610743,0.0002858308,0.9512592,0.0001802142,0.00001933623,0.00006178495,0.00004755449,0.0008920444,0.001146639],"genre_scores_gemma":[0.9128154,0.00009009958,0.0863324,0.00002597225,0.00002079435,0.00004183192,0.00006813278,0.00001997733,0.0005854404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002770332,"threshold_uncertainty_score":0.009461462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002933581","doi":"10.1002/prs.10178","title":"A model for estimating the probability of missile impact: Missiles originating from bursting horizontal cylindrical vessels","year":2006,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Memorial University of Newfoundland; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Missile; Domino effect; Process (computing); Interval (graph theory); Trajectory; Reliability engineering; Range (aeronautics); Engineering; Monte Carlo method; Simulation; Computer science; SAFER; Aerospace engineering; Computer security; Statistics; Mathematics","authors":[{"name":"Ravi Pula","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Brian Veitch","is_ca":true},{"name":"Paul Amyotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07991096440921754,"gpt":0.3984574658859836,"spread":0.3185465014767661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630431,0.001165848,0.001068563,0.001370631,0.0006404204,0.001794853,0.002393267,0.00275581,0.00235968],"category_scores_gemma":[0.004593929,0.0008427752,0.001077496,0.0009623652,0.001270894,0.001407941,0.001104353,0.001470328,0.0003659888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017415,"about_ca_system_score_gemma":0.001159351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380346,"about_ca_topic_score_gemma":0.007480425,"domain_scores_codex":[0.9993343,0.0001937823,0.00003193814,0.0001734137,0.0001257165,0.0001408573],"domain_scores_gemma":[0.9965843,0.002259693,0.0005521617,0.00009685309,0.0004056359,0.0001012985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001499896,0.000005909219,0.0006197843,0.000007033458,0.000005583559,0.00003908761,0.00001041718,0.9977575,0.0001386136,0.0008782257,0.00003487182,0.0004880465],"study_design_scores_gemma":[0.000002474367,0.000009861796,0.0001416431,0.000002324297,0.000004215214,0.00001063559,0.000005618573,0.9994193,0.00006206268,0.000308943,0.00002920658,0.000003740343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.253604,0.0003762972,0.739289,0.0004332205,0.00004610302,0.0001275132,0.0005747628,0.000433946,0.005115087],"genre_scores_gemma":[0.985037,0.000167295,0.01121622,0.00002794639,0.00001640485,0.000139199,0.0002066525,0.00002529825,0.003163845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02380346,"threshold_uncertainty_score":0.04732984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015589096","doi":"10.1002/prs.11609","title":"Dynamic risk assessment and fault detection using a multivariate technique","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fault detection and isolation; Context (archaeology); Process (computing); Kalman filter; Residual; Multivariate statistics; Fault (geology); Reliability engineering; Computer science; Engineering; Multivariable calculus; Risk analysis (engineering); Data mining; Artificial intelligence; Machine learning; Algorithm; Control engineering; Medicine","authors":[{"name":"O. Zadakbar","is_ca":true},{"name":"Syed Imtiaz","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005946731101251014,"gpt":0.2692157046531937,"spread":0.2632689735519427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163292,0.0009214367,0.0008686093,0.001922404,0.0002937764,0.0008826744,0.0007223309,0.0006403581,0.001404976],"category_scores_gemma":[0.005176662,0.0003035328,0.0008342285,0.001060979,0.0005913659,0.001278681,0.001180025,0.001171617,0.0002922916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316614,"about_ca_system_score_gemma":0.0006707736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020964,"about_ca_topic_score_gemma":0.001708442,"domain_scores_codex":[0.9988202,0.00030781,0.00006314865,0.0002336472,0.0004930883,0.00008209678],"domain_scores_gemma":[0.9980286,0.0009249658,0.0004231356,0.0002197758,0.0003414277,0.00006206279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002555675,0.0001487456,0.008016056,0.0001788866,0.0001661731,0.0002535276,0.0002350929,0.4719449,0.0346476,0.02863585,0.001079001,0.4544386],"study_design_scores_gemma":[0.000009841496,0.0001117729,0.00260016,0.00001155665,0.00003336372,0.0001930081,0.00002913259,0.9756231,0.008076517,0.01182542,0.001439054,0.0000470133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007779299,0.00008906239,0.9914976,0.00005762553,0.00000972609,0.00001063936,0.00001743365,0.0001790854,0.0003595672],"genre_scores_gemma":[0.6792072,0.0003549121,0.3182601,0.00005611584,0.00008876518,0.00006041016,0.0001049698,0.00008593338,0.00178152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0020964,"threshold_uncertainty_score":0.006152153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166125592","doi":"10.1002/prs.10354","title":"Development of risk‐based process safety indicators","year":2009,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Lagging; Process safety; Risk analysis (engineering); Process (computing); Performance indicator; Engineering; Risk management; Work (physics); Metric (unit); Safety culture; Economic indicator; Process safety management; Work in process; Reliability engineering; Operations management; Computer science; Business","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"Hasan Abunada","is_ca":false},{"name":"David John","is_ca":false},{"name":"Toufik Benmosbah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0356789387841608,"gpt":0.3732665206633425,"spread":0.3375875818791817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000391,0.001170157,0.0006990627,0.006350901,0.000493753,0.002824418,0.001267208,0.0005864581,0.001198784],"category_scores_gemma":[0.02183068,0.000493402,0.0008501285,0.00325568,0.0004797406,0.002431836,0.00189156,0.001345651,0.0005135288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209915,"about_ca_system_score_gemma":0.003315417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248715,"about_ca_topic_score_gemma":0.001467531,"domain_scores_codex":[0.99152,0.002535125,0.0008981329,0.0005187108,0.004271975,0.0002561143],"domain_scores_gemma":[0.9814321,0.003700395,0.003349647,0.0009471173,0.01018283,0.0003879336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003594999,0.0006308791,0.04188213,0.0009684606,0.0002592755,0.0002270828,0.001211018,0.2155686,0.02371126,0.06519777,0.006605934,0.643378],"study_design_scores_gemma":[0.00006413709,0.0006444866,0.0169968,0.0004118885,0.0001592211,0.0001680909,0.0006521617,0.8757061,0.0513928,0.03015475,0.02351061,0.0001389157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0389588,0.0002625997,0.9509583,0.0004277049,0.00007125146,0.0006149777,0.0004380443,0.001367165,0.006901204],"genre_scores_gemma":[0.2874569,0.0002651376,0.7094886,0.00004580278,0.0000199948,0.0004676104,0.001046044,0.00007659994,0.001133365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01000391,"threshold_uncertainty_score":0.05290633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986800396","doi":"10.1002/prs.11704","title":"Safety challenges in harsh environments: Lessons learned","year":2014,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Engineering; Process (computing); Scarcity; Process safety; Risk analysis (engineering); Engineering management; Work in process; Business; Operations management; Computer science","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"Salim Ahmed","is_ca":true},{"name":"Ming Yang","is_ca":true},{"name":"Seyed Javad Hashemi","is_ca":true},{"name":"Susan Caines","is_ca":true},{"name":"Samith Rathnayaka","is_ca":true},{"name":"Dan Oldford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03907624221541304,"gpt":0.2766282667285873,"spread":0.2375520245131743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00829041,0.001527473,0.001132098,0.001267419,0.001696629,0.004513584,0.003306741,0.00505029,0.00554209],"category_scores_gemma":[0.008168316,0.0003969996,0.0007705204,0.0009728943,0.004780661,0.01088447,0.004334458,0.008487245,0.001755406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262487,"about_ca_system_score_gemma":0.006123327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00498832,"about_ca_topic_score_gemma":0.007844951,"domain_scores_codex":[0.997584,0.0006648127,0.0001603938,0.0003908545,0.0008719385,0.0003280091],"domain_scores_gemma":[0.9886805,0.006145808,0.0003249,0.0005523977,0.003007837,0.001288556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001088469,0.0005482093,0.0032731,0.007451442,0.0001119752,0.001207733,0.004483172,0.008686742,0.002345241,0.06725679,0.08959763,0.8149291],"study_design_scores_gemma":[0.0000601448,0.000716469,0.003743374,0.00820032,0.0000911786,0.001933924,0.02684928,0.004813608,0.004785374,0.2550579,0.6935213,0.0002270581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03022365,0.4336185,0.05744475,0.4053925,0.0127634,0.0001777752,0.0004455051,0.0005770969,0.05935692],"genre_scores_gemma":[0.2439077,0.6242458,0.05191179,0.05532838,0.006212628,0.0001899059,0.0004898174,0.0001990246,0.01751497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00829041,"threshold_uncertainty_score":0.0438444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973689158","doi":"10.1002/prs.10032","title":"An inherent safety–based incident investigation methodology","year":2004,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process safety; Bankruptcy; Engineering; Realm; Process safety management; Coal mining; Process (computing); Forensic engineering; Nova scotia; Risk analysis (engineering); Near miss; Coal; Operations management; Work in process; Computer science; Business; Waste management; Hazardous waste; Political science; Law; Geography; Finance","authors":[{"name":"Attiq U. Goraya","is_ca":true},{"name":"Paul Amyotte","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1726870895604425,"gpt":0.4472279356559721,"spread":0.2745408460955296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07022937,0.001141052,0.0007831898,0.006241644,0.00175131,0.003873225,0.004085075,0.001749871,0.004641031],"category_scores_gemma":[0.09181584,0.0008179476,0.001379472,0.002715183,0.003137814,0.004079697,0.0055583,0.002647102,0.0009388711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384883,"about_ca_system_score_gemma":0.009134118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005173,"about_ca_topic_score_gemma":0.001042051,"domain_scores_codex":[0.8961546,0.07605423,0.007748563,0.004755539,0.01443017,0.0008568018],"domain_scores_gemma":[0.8772346,0.0671528,0.01347039,0.01398264,0.02681792,0.00134169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002911534,0.001059519,0.008875808,0.002420404,0.0003334931,0.0004690875,0.00853828,0.03340519,0.00721276,0.3846406,0.005909189,0.5468446],"study_design_scores_gemma":[0.0006249407,0.002192459,0.00930208,0.002904326,0.0003584676,0.001578141,0.008144668,0.3840872,0.02358708,0.446023,0.1208057,0.0003918646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002923409,0.00003980789,0.9915876,0.0002187064,0.00002758651,0.002798028,0.0001056865,0.0001377432,0.00216139],"genre_scores_gemma":[0.04328964,0.00005812318,0.9502419,0.0001043273,0.00002303716,0.005478596,0.0001911616,0.00001987456,0.0005932809],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07022937,"threshold_uncertainty_score":0.3714128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994372137","doi":"10.1002/prs.12118","title":"A hybrid human reliability assessment technique for the maintenance operations of marine and offshore systems","year":2019,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Human error; Marine engineering; Reliability (semiconductor); Human reliability; Reliability engineering; Engineering; Risk analysis (engineering); Environmental science; Computer science; Business","authors":[{"name":"Rabiul Islam","is_ca":false},{"name":"Mohan Anantharaman","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Vikram Garaniya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114154969373352,"gpt":0.3786415992093898,"spread":0.3475000495156563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285001,0.0006264694,0.0006461722,0.003920035,0.0002882385,0.0007103928,0.000562903,0.0005706,0.001256447],"category_scores_gemma":[0.007412323,0.0002062979,0.0008183433,0.001369604,0.0002791545,0.0006743209,0.0008016106,0.0006018686,0.0002631595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313664,"about_ca_system_score_gemma":0.000519049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180329,"about_ca_topic_score_gemma":0.001495741,"domain_scores_codex":[0.997822,0.0006249605,0.000171605,0.000270258,0.001024865,0.00008618069],"domain_scores_gemma":[0.9937499,0.003228498,0.0008286632,0.0002675349,0.001817212,0.0001081157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004570589,0.0002746595,0.03850907,0.0006678584,0.000517861,0.0006124459,0.00120265,0.09978749,0.05187836,0.003214871,0.001517405,0.8013602],"study_design_scores_gemma":[0.00004190315,0.001181016,0.03859523,0.00009403076,0.0002028463,0.0008592489,0.0005076969,0.9351424,0.01818137,0.002958208,0.00214154,0.00009455935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1274179,0.0003392383,0.8690032,0.0001150427,0.00003385726,0.0002164966,0.0002018659,0.0004782791,0.002194035],"genre_scores_gemma":[0.7301095,0.0001749348,0.2685169,0.00003473439,0.00003222885,0.0001587993,0.0001538808,0.0000140912,0.0008049975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003920035,"threshold_uncertainty_score":0.01208442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093278656","doi":"10.1002/prs.11659","title":"Loss functions and their applications in process safety assessment","year":2014,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Reliability engineering; Process (computing); Process safety; System safety; Safety instrumented system; Set (abstract data type); Engineering; Quality (philosophy); Computer science; Warning system; Work in process; Risk analysis (engineering); Operations management","authors":[{"name":"Seyed Javad Hashemi","is_ca":true},{"name":"Salim Ahmed","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0293142243907652,"gpt":0.3724985308688282,"spread":0.343184306478063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006606203,0.001784937,0.0007931518,0.003981349,0.0004774587,0.001686837,0.001171142,0.00117286,0.001346617],"category_scores_gemma":[0.02064407,0.000472279,0.0009557479,0.001458038,0.001648162,0.00296197,0.001653985,0.001807616,0.0002773093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158959,"about_ca_system_score_gemma":0.0006852128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209579,"about_ca_topic_score_gemma":0.000565863,"domain_scores_codex":[0.9971449,0.001268049,0.0001588192,0.0002283218,0.001075107,0.0001249013],"domain_scores_gemma":[0.9860969,0.01003638,0.001735583,0.0005305344,0.001423429,0.0001772614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001579302,0.0001283342,0.006339164,0.0002603859,0.0001178822,0.000201663,0.0002947843,0.7877389,0.005047789,0.07965351,0.0007226936,0.1193369],"study_design_scores_gemma":[0.00001434369,0.0001456141,0.001486201,0.00004778436,0.00003248848,0.0001645941,0.00006877096,0.9394099,0.0022643,0.05472621,0.001593957,0.00004595929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01594899,0.0004801915,0.9815045,0.0001484547,0.00001701362,0.00004658654,0.00003009781,0.0001556743,0.001668575],"genre_scores_gemma":[0.7557514,0.00139636,0.2398459,0.0001513153,0.000121223,0.0002438566,0.0001536873,0.0001318429,0.002204507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006606203,"threshold_uncertainty_score":0.03493738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524973563","doi":"10.1002/prs.11854","title":"A network based approach to envisage potential accidents in offshore process facilities","year":2016,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"University of Tasmania","keywords":"Liquefied natural gas; Process (computing); Bayesian network; Ranking (information retrieval); Work (physics); Process safety; Submarine pipeline; Engineering; Accident (philosophy); Scale (ratio); Computer science; Operations research; Natural gas; Risk analysis (engineering); Environmental science; Work in process; Operations management; Machine learning; Waste management; Geography; Business","authors":[{"name":"Al‐Amin Baksh","is_ca":false},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Vikram Garaniya","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0457573586802924,"gpt":0.3445453550526645,"spread":0.2987879963723721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008480516,0.0008275991,0.000407484,0.002052146,0.0004483957,0.0008161001,0.001108158,0.001049799,0.002252404],"category_scores_gemma":[0.002995224,0.0005398906,0.0008112902,0.0009167491,0.0004609613,0.001604739,0.0009362119,0.0007113581,0.0001785174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305657,"about_ca_system_score_gemma":0.0009844187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009533906,"about_ca_topic_score_gemma":0.01299293,"domain_scores_codex":[0.9994845,0.0002117796,0.00002811443,0.000115908,0.000113013,0.00004653818],"domain_scores_gemma":[0.999033,0.0005888476,0.0001734726,0.00003655333,0.000116011,0.00005216445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001338397,0.00001295974,0.001065798,0.00001158277,0.00001478032,0.00006753374,0.00002353912,0.9899243,0.000218815,0.003994854,0.0000707705,0.004581806],"study_design_scores_gemma":[0.000002047228,0.000009422191,0.0002671975,0.000004140314,0.000006390994,0.00002426857,0.00001106902,0.9958385,0.0001187131,0.003500662,0.0002123238,0.000005282785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05303756,0.0001062927,0.9425941,0.0001682944,0.00001160494,0.00008999785,0.0002803784,0.0001564387,0.003555377],"genre_scores_gemma":[0.8120518,0.0003038184,0.1845242,0.00003268671,0.00002541881,0.0002328279,0.0004625852,0.00003329267,0.002333358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009533906,"threshold_uncertainty_score":0.01895684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162742568","doi":"10.1002/prs.10461","title":"An analysis of CSB investigation reports concerning the hierarchy of controls","year":2011,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Process safety management; Risk analysis (engineering); SAFER; Inherent safety; Chemical safety; Documentation; Process safety; Process (computing); Hierarchy; System safety; Engineering; Computer science; Process management; Operations management; Occupational safety and health; Reliability engineering; Work in process; Business; Computer security; Medicine","authors":[{"name":"Paul Amyotte","is_ca":true},{"name":"Dustin K. MacDonald","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1103833781894098,"gpt":0.377322702250288,"spread":0.2669393240608782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03073796,0.0005080645,0.0003688262,0.04060832,0.001261809,0.002750337,0.001005731,0.0005196453,0.001161849],"category_scores_gemma":[0.1587653,0.0004883796,0.0005359711,0.02290089,0.001137542,0.001242609,0.001944152,0.0006639479,0.0004016709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399511,"about_ca_system_score_gemma":0.006265352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111381,"about_ca_topic_score_gemma":0.01075308,"domain_scores_codex":[0.9410477,0.01058747,0.01239732,0.002191264,0.03269792,0.001078409],"domain_scores_gemma":[0.5039448,0.2496083,0.1367434,0.01517775,0.09266177,0.001863943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008744399,0.0002983682,0.5839646,0.007659619,0.0003966228,0.001975715,0.03134481,0.001159173,0.01185181,0.003781587,0.01766584,0.3390274],"study_design_scores_gemma":[0.00005143505,0.0006010015,0.8539443,0.003905821,0.0004257865,0.001755276,0.02059069,0.001390154,0.009789378,0.0004547269,0.1069447,0.0001466906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528252,0.01140594,0.004173301,0.001350838,0.0001953117,0.001762474,0.0115403,0.0002572868,0.01648919],"genre_scores_gemma":[0.9660751,0.008744764,0.008996564,0.0005717329,0.0001597283,0.001180453,0.01182379,0.0001025582,0.002345392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060832,"threshold_uncertainty_score":0.1625599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896492201","doi":"10.1002/prs.12009","title":"Chemical safety board investigation reports and the hierarchy of controls: Round 2","year":2018,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemical safety; Process safety; Process safety management; Risk analysis (engineering); Engineering; Continuation; Control (management); Occupational safety and health; Process (computing); Operations management; Forensic engineering; Work in process; Medicine; Computer science; Hazardous waste; Waste management","authors":[{"name":"Paul Amyotte","is_ca":true},{"name":"Yene Irvine","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03336833280340887,"gpt":0.3461988262201462,"spread":0.3128304934167373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01226343,0.0004141743,0.0003162596,0.01704855,0.0009197294,0.003880436,0.0007856902,0.0006139483,0.005542535],"category_scores_gemma":[0.06932653,0.0003571873,0.0004674151,0.01258198,0.0009782088,0.001575613,0.002266058,0.0007193239,0.0009228794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00398795,"about_ca_system_score_gemma":0.006983323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03938247,"about_ca_topic_score_gemma":0.0331362,"domain_scores_codex":[0.9772056,0.003755037,0.004696875,0.00117965,0.01170979,0.001453015],"domain_scores_gemma":[0.8322401,0.05082228,0.07918809,0.005528681,0.02995417,0.002266626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006678924,0.0001430113,0.7869603,0.002686998,0.0001764422,0.0008973916,0.009948018,0.000959423,0.003144987,0.005995837,0.03890473,0.149515],"study_design_scores_gemma":[0.00002159954,0.0001073743,0.893601,0.001212037,0.00008124976,0.0004157884,0.009607335,0.0007250205,0.002087576,0.0006384721,0.0914357,0.00006692965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8106538,0.009444708,0.006059302,0.005864507,0.0005388758,0.004539452,0.06922951,0.0004947635,0.09317516],"genre_scores_gemma":[0.9536088,0.004203391,0.006738453,0.0012556,0.0002606082,0.001729053,0.02140737,0.0001202615,0.01067647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03938247,"threshold_uncertainty_score":0.07830644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964461982","doi":"10.1002/prs.680200207","title":"Risk analysis of a petrochemical industry using ORA (optimal risk analysis) procedure","year":2001,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk analysis (engineering); Petrochemical; Risk assessment; Engineering; Process (computing); Order (exchange); Computer science; Operations research; Business; Computer security; Waste management; Finance","authors":[{"name":"Faisal Khan","is_ca":true},{"name":"Asad Iqbal","is_ca":false},{"name":"S. A. Abbasi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04710011923732088,"gpt":0.3880164280460245,"spread":0.3409163088087036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004495404,0.001161379,0.0009516091,0.002912796,0.0005654939,0.001247056,0.0008434336,0.0007967686,0.002533549],"category_scores_gemma":[0.004929373,0.0003939902,0.001871569,0.0008533795,0.0007362419,0.0009716876,0.001279645,0.0009345414,0.0003981066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643878,"about_ca_system_score_gemma":0.001644579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209392,"about_ca_topic_score_gemma":0.000632353,"domain_scores_codex":[0.9967244,0.00153719,0.0001634309,0.0002716428,0.001064406,0.0002390023],"domain_scores_gemma":[0.9969042,0.001949851,0.0004064404,0.0002056997,0.0004829011,0.00005101058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003977791,0.0002458387,0.004001028,0.0004083351,0.000299303,0.0003572862,0.0001858288,0.6879779,0.03010116,0.1262781,0.001972357,0.1477751],"study_design_scores_gemma":[0.00002719693,0.0002458165,0.0009455817,0.00002594481,0.00006649806,0.0001509412,0.00003540987,0.9533717,0.01021917,0.03252483,0.002341316,0.00004570393],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02401114,0.0002207849,0.9731883,0.00008729294,0.00001953571,0.0001080551,0.00006826681,0.0002255999,0.002070975],"genre_scores_gemma":[0.4909714,0.0003623814,0.5055888,0.00005828833,0.00003837468,0.0004361518,0.0001692771,0.00008303489,0.002292283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004495404,"threshold_uncertainty_score":0.02377421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469986907","doi":"10.1002/prs.11831","title":"Beyond HAZOP and LOPA: Four different company approaches","year":2016,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Hazard and operability study; Fault tree analysis; Process safety; Engineering; Risk analysis (engineering); Process (computing); Reliability engineering; Hazard analysis; Event tree; Hazard; Process safety management; Operability; Failure mode and effects analysis; Risk assessment; Safety instrumented system; Work in process; Computer science; Operations management; Hazardous waste; Computer security; Business","authors":[{"name":"Jerry Wayne Chastain","is_ca":false},{"name":"Paul Delanoy","is_ca":false},{"name":"Chris Devlin","is_ca":true},{"name":"Thomas Mueller","is_ca":false},{"name":"Karen Study","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186352251382768,"gpt":0.3413681983403117,"spread":0.2227329732020349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02077923,0.003348577,0.001345318,0.01206105,0.005280402,0.02622688,0.005586141,0.008497922,0.01053187],"category_scores_gemma":[0.01930933,0.001467075,0.002740897,0.007558703,0.01966612,0.02658924,0.01315373,0.01252009,0.005126275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01804116,"about_ca_system_score_gemma":0.01696527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409507,"about_ca_topic_score_gemma":0.01442558,"domain_scores_codex":[0.972419,0.008836167,0.001368788,0.00374691,0.01190188,0.001727273],"domain_scores_gemma":[0.980653,0.005713885,0.001425959,0.002610503,0.007967977,0.001628595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001368961,0.0001529124,0.001903221,0.001082406,0.00008431983,0.000321239,0.006163728,0.001137521,0.000957531,0.7536933,0.0288809,0.2054861],"study_design_scores_gemma":[0.00008198652,0.0003634196,0.004282718,0.002295144,0.0001662172,0.0006112179,0.01184285,0.005813457,0.002549269,0.5092748,0.462433,0.0002859638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01353449,0.04168037,0.4754973,0.08583163,0.002344354,0.001706905,0.0005460862,0.001350224,0.3775086],"genre_scores_gemma":[0.2876348,0.03192985,0.4551029,0.04114487,0.002213358,0.003333278,0.0005714306,0.0015475,0.1765219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622688,"threshold_uncertainty_score":0.1308984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886128290","doi":"10.1002/prs.11978","title":"Integrated risk management of hazardous processing facilities","year":2018,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Hazardous waste; Risk analysis (engineering); Risk management; Accidental; Process safety management; Work (physics); Process (computing); Risk assessment; Process safety; Risk management framework; Terrorism; Security management; Engineering; IT risk management; Computer security; Operations management; Work in process; Computer science; Business; Waste management","authors":[{"name":"Guozheng Song","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Ming Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04943595656073174,"gpt":0.365656244320458,"spread":0.3162202877597262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392987,0.001556495,0.001107516,0.003772665,0.0007062276,0.002764191,0.001836032,0.0009196899,0.001817809],"category_scores_gemma":[0.006352644,0.0006014982,0.001306199,0.001418399,0.0006583428,0.002859545,0.00307444,0.0008671696,0.0002164349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720804,"about_ca_system_score_gemma":0.002109062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004280909,"about_ca_topic_score_gemma":0.003523238,"domain_scores_codex":[0.9962197,0.001110076,0.000245296,0.0004500727,0.001697006,0.0002778873],"domain_scores_gemma":[0.996353,0.001470573,0.0008169804,0.0002392699,0.000931295,0.0001888457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001937967,0.0002225915,0.006921163,0.0002516197,0.0002361905,0.0002983521,0.0005742258,0.817182,0.01024232,0.01666698,0.0005942803,0.1466165],"study_design_scores_gemma":[0.00002393625,0.0001287278,0.001918866,0.0000398228,0.0001279537,0.0001008071,0.0001903028,0.9732739,0.005440929,0.01651065,0.002198392,0.00004568216],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06282526,0.0004277252,0.9312495,0.0001548673,0.00002349565,0.0002180167,0.0001009758,0.0005240999,0.004475977],"genre_scores_gemma":[0.7674337,0.0004274025,0.2296211,0.00002469791,0.00002175727,0.0002241635,0.0002109878,0.00006541809,0.001970841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004280909,"threshold_uncertainty_score":0.0179441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224286856","doi":"10.1002/prs.12364","title":"Probabilistic failure assessment of oil pipelines due to internal corrosion","year":2022,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Corrosion; Pipeline transport; Petroleum engineering; Probabilistic logic; Environmental science; Bayesian network; Fossil fuel; Volumetric flow rate; Materials science; Engineering; Metallurgy; Environmental engineering; Waste management; Mechanics; Statistics; Mathematics","authors":[{"name":"Sina Khakzad","is_ca":true},{"name":"Ming Yang","is_ca":false},{"name":"Ali Lohi","is_ca":true},{"name":"Nima Khakzad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008259602483050663,"gpt":0.268158578808549,"spread":0.2598989763254983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440077,0.0005683031,0.0003430056,0.00114332,0.000183285,0.0003887211,0.0004748731,0.000609467,0.0008452635],"category_scores_gemma":[0.003675323,0.0004019992,0.0005718948,0.0003860722,0.0005373693,0.0004145612,0.0005058282,0.0003151084,0.0001187894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927181,"about_ca_system_score_gemma":0.0003365446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005937818,"about_ca_topic_score_gemma":0.003043645,"domain_scores_codex":[0.9995765,0.0001366672,0.00001939832,0.00008069626,0.0001444614,0.00004230128],"domain_scores_gemma":[0.9983227,0.0009409437,0.0003619467,0.00007101284,0.0002426867,0.00006074056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004366913,0.000009089983,0.005683966,0.00001127719,0.00001556434,0.00005072795,0.00001857241,0.9888719,0.001517428,0.000747369,0.00004278351,0.002987799],"study_design_scores_gemma":[9.56986e-7,0.0000151449,0.001334819,0.000001432432,0.000003797162,0.00001436312,0.000003141025,0.9979975,0.0003532174,0.0002506019,0.00002126261,0.000003852687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341673,0.0001528329,0.2633916,0.00007020574,0.00000921302,0.00004200027,0.0001809714,0.0002605121,0.001725327],"genre_scores_gemma":[0.9975408,0.00002589019,0.00212541,0.000001958508,0.000001484045,0.000007718787,0.0000473588,0.000003631373,0.0002458024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005937818,"threshold_uncertainty_score":0.01180649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061509544","doi":"10.1002/prs.11722","title":"A risk‐based methodology to estimate shutdown interval considering system availability","year":2014,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Shutdown; Reliability engineering; Engineering; Interval (graph theory); Original equipment manufacturer; Schedule; Process (computing); Markov chain; Risk analysis (engineering); Computer science; Mathematics","authors":[{"name":"Abdul Hameed","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Salim Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01988833933123652,"gpt":0.2943488652489094,"spread":0.2744605259176728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002823702,0.001522946,0.001214624,0.00292544,0.0004588622,0.001080686,0.001570812,0.0008865944,0.001814603],"category_scores_gemma":[0.009969455,0.0006929804,0.00146,0.0009970403,0.0004140516,0.001608039,0.001050824,0.001155721,0.0003204403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252222,"about_ca_system_score_gemma":0.001622263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891773,"about_ca_topic_score_gemma":0.002313344,"domain_scores_codex":[0.9978496,0.0006535838,0.0001560193,0.0003974756,0.000826354,0.0001169922],"domain_scores_gemma":[0.9945987,0.003486916,0.0008119005,0.0002199554,0.0007915008,0.0000908452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004935539,0.00004711124,0.002133484,0.0001145768,0.0000892904,0.00005687444,0.00005869248,0.933723,0.002411905,0.007791037,0.0003565924,0.05316805],"study_design_scores_gemma":[0.000005739461,0.00005795142,0.0006427947,0.00001572868,0.00002480108,0.00005599024,0.000008516166,0.994294,0.001050328,0.003320081,0.0005066412,0.00001744413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003479898,0.0001141307,0.9958447,0.00002257176,0.000008955491,0.00003579793,0.00003549804,0.0001301607,0.0003284139],"genre_scores_gemma":[0.4413656,0.0004694206,0.5559971,0.00005707258,0.00007098673,0.0003969492,0.000456942,0.0001075695,0.001078512],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003891773,"threshold_uncertainty_score":0.01493329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995409600","doi":"10.1002/prs.12122","title":"A variable mosquito flying optimization‐based hybrid artificial neural network model for the alarm tuning of process fault detection systems","year":2019,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fault detection and isolation; Constant false alarm rate; Artificial neural network; Benchmark (surveying); Principal component analysis; Fault (geology); Artificial intelligence; Pattern recognition (psychology); False alarm; Support vector machine; Engineering; Process (computing); Computer science","authors":[{"name":"Md Alauddin","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Syed Imtiaz","is_ca":true},{"name":"Salim Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01243060313355717,"gpt":0.2381269055143495,"spread":0.2256963023807923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004273063,0.0005670443,0.0005176786,0.0003213973,0.0002772467,0.000508627,0.0006114994,0.0006495633,0.001031622],"category_scores_gemma":[0.0006552687,0.000247153,0.0005055626,0.0002468275,0.0002647298,0.0003282915,0.0002962403,0.0005301842,0.0000959687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006245673,"about_ca_system_score_gemma":0.0006150936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635124,"about_ca_topic_score_gemma":0.009266034,"domain_scores_codex":[0.9998573,0.00004272041,0.000008224736,0.00003193475,0.00003858257,0.00002112842],"domain_scores_gemma":[0.9997932,0.00009341153,0.00003135299,0.000008691552,0.00006640897,0.000006978878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001482521,0.00001099281,0.0002767651,0.00001238505,0.000009693761,0.00001466339,0.00000798648,0.9935656,0.0004957306,0.0002861257,0.0000878737,0.005217389],"study_design_scores_gemma":[5.692009e-7,0.000004868432,0.00004949121,7.754912e-7,0.000001174788,0.000001061618,6.479392e-7,0.9998282,0.00006096307,0.00003062052,0.00002086826,6.428724e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2020014,0.0006804159,0.7874127,0.0002448666,0.00007040163,0.0000929664,0.0001071515,0.0004554311,0.008934637],"genre_scores_gemma":[0.979812,0.0001020034,0.01777864,0.00002711951,0.000008100579,0.00006579632,0.00005206352,0.00001173639,0.00214254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01635124,"threshold_uncertainty_score":0.03251207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980433566","doi":"10.1002/prs.11598","title":"Process safety educational determinants","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Accreditation; Process safety; Process (computing); Engineering ethics; Engineering; Selection (genetic algorithm); Process safety management; Institution; Engineering management; Work in process; Business; Political science; Medical education; Computer science; Operations management; Medicine","authors":[{"name":"Paul Amyotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04062576731906277,"gpt":0.3974902630921908,"spread":0.3568644957731281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01120636,0.000315882,0.0003044437,0.002657012,0.003110651,0.00548393,0.0008864855,0.001117226,0.02468882],"category_scores_gemma":[0.05169978,0.0002977815,0.0004262623,0.001877288,0.002385542,0.001989809,0.005241909,0.003261195,0.002287342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00500988,"about_ca_system_score_gemma":0.02175765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009030208,"about_ca_topic_score_gemma":0.01923177,"domain_scores_codex":[0.9846218,0.004367095,0.0006173271,0.0008645953,0.006872502,0.00265685],"domain_scores_gemma":[0.9022361,0.03168439,0.01181464,0.00265115,0.02627094,0.02534276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002056946,0.002821638,0.3734716,0.001166272,0.0000823474,0.0005936889,0.006113109,0.0015942,0.001688378,0.1588912,0.07629809,0.3770736],"study_design_scores_gemma":[0.00006156228,0.0004924532,0.6040924,0.001593572,0.00009659344,0.0007004878,0.01586864,0.001903194,0.003842673,0.0488792,0.3223493,0.0001198514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3952514,0.003645697,0.03409556,0.1456518,0.001499464,0.001290207,0.001715357,0.0006295136,0.4162211],"genre_scores_gemma":[0.9692149,0.0006864583,0.004196285,0.003783737,0.0002422359,0.0001881917,0.0002355925,0.00006013074,0.02139244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02468882,"threshold_uncertainty_score":0.08259231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020763341","doi":"10.1002/prs.11635","title":"Keeping the memory alive, preventing memory loss that contributes to process safety events","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Process safety; Process (computing); Best practice; Cognition; Workforce; Psychology; Computer science; Engineering; Operations management; Work in process; Political science","authors":[{"name":"Barry Throness","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04175876977793753,"gpt":0.3574335899175892,"spread":0.3156748201396517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273594,0.0004359349,0.0002579486,0.001826255,0.003500219,0.00397622,0.001305206,0.001275239,0.00546657],"category_scores_gemma":[0.01034726,0.0002593214,0.0004517182,0.00109021,0.001599004,0.003605884,0.002661906,0.001772734,0.001349294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615531,"about_ca_system_score_gemma":0.01333771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479542,"about_ca_topic_score_gemma":0.03553867,"domain_scores_codex":[0.9974713,0.0006109733,0.0002030398,0.0001577338,0.001191929,0.0003649708],"domain_scores_gemma":[0.9948183,0.0016674,0.0009128393,0.0003364069,0.001738744,0.0005263506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001628562,0.0008978498,0.02557878,0.002610011,0.00002613152,0.001110942,0.04090847,0.001351488,0.008535371,0.01764561,0.04294444,0.8582281],"study_design_scores_gemma":[0.00008017665,0.002675604,0.0971502,0.00673503,0.0002178015,0.004535999,0.1626322,0.002797772,0.02718351,0.0306786,0.6651102,0.0002029678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5567983,0.01552602,0.07153066,0.0470628,0.001661418,0.002058818,0.000751504,0.001814509,0.3027959],"genre_scores_gemma":[0.8178493,0.02086695,0.09336754,0.004025224,0.0002039232,0.0007178548,0.0006013411,0.0001172864,0.06225051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479542,"threshold_uncertainty_score":0.02941859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998158548","doi":"10.1002/prs.680210308","title":"Fire tests to study the effect of pressure relief valve blowdown on the survivability of propane tanks in fires","year":2002,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Boiler blowdown; Propane; Relief valve; Survivability; Environmental science; Engineering; Waste management; Petroleum engineering; Forensic engineering; Chemistry; Inlet; Aerospace engineering","authors":[{"name":"A. M. Birk","is_ca":true},{"name":"Jonathan D. J. Vandersteen","is_ca":true},{"name":"Mark Cunningham","is_ca":true},{"name":"Craig R. Davison","is_ca":true},{"name":"I. Mirzazadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01236173218867381,"gpt":0.2571919002940564,"spread":0.2448301681053826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836365,0.0004196777,0.0003380513,0.0004066876,0.0004018747,0.0002201143,0.0004698853,0.000554996,0.002312295],"category_scores_gemma":[0.001088218,0.0002277397,0.0004974816,0.0002439142,0.000269871,0.0002862569,0.0003610825,0.0005615317,0.00016431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947148,"about_ca_system_score_gemma":0.0001448371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202542,"about_ca_topic_score_gemma":0.001697146,"domain_scores_codex":[0.9997243,0.00004426335,0.00002023604,0.00003862551,0.0001114336,0.00006111908],"domain_scores_gemma":[0.9991696,0.000395566,0.0001341906,0.00005299615,0.0001468666,0.0001008028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001703179,0.0005272108,0.006479787,0.00008804424,0.00003572652,0.0004326989,0.00018629,0.004318458,0.9814958,0.00004551308,0.00006347657,0.004623787],"study_design_scores_gemma":[0.00004596888,0.01202022,0.01987127,0.0000082944,0.00002790058,0.0002230756,0.000183448,0.004034198,0.9632117,0.00004432089,0.0003088058,0.00002075447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992566,0.00003899011,0.0004207127,0.000006520091,0.000007222426,0.00002130357,0.00006322457,0.00001217261,0.0001731839],"genre_scores_gemma":[0.9987983,0.00004237021,0.0005744151,0.00001090941,0.000002475444,0.00001726413,0.00008704695,0.000006320905,0.0004609344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002312295,"threshold_uncertainty_score":0.007735431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793664665","doi":"10.1002/prs.11964","title":"Quantifying the mass discharge rate of flashing two phase releases through simple holes to the atmosphere","year":2018,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Kungl. Skogs- och Lantbruksakademien","keywords":"Flashing; Dangerous goods; Environmental science; Truck; Engineering; Chemistry; Aerospace engineering","authors":[{"name":"Tom Spicer","is_ca":false},{"name":"Derek Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03047844681124696,"gpt":0.3324403829586969,"spread":0.3019619361474499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362433,0.0002309551,0.0001798719,0.0004740515,0.000126456,0.0002317363,0.0003534354,0.0002604495,0.0008199305],"category_scores_gemma":[0.0007065918,0.0001116733,0.0001535669,0.0002671367,0.0001890938,0.0003827007,0.0002514175,0.0002126159,0.0001799781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062294,"about_ca_system_score_gemma":0.0001156952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475248,"about_ca_topic_score_gemma":0.001436302,"domain_scores_codex":[0.9997715,0.00001740792,0.00001139942,0.00005223568,0.0001223039,0.00002506907],"domain_scores_gemma":[0.9996502,0.0001193475,0.00009794244,0.00004025201,0.00007870565,0.00001360186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006675753,0.0001941447,0.05271126,0.0001455418,0.00003444383,0.0002516808,0.0002009654,0.009404903,0.9021599,0.0002854829,0.0002517202,0.03369248],"study_design_scores_gemma":[0.00002528209,0.001632619,0.06169548,0.000009530169,0.00002667378,0.0001877366,0.0001468864,0.03340293,0.9016625,0.0001023678,0.001087973,0.00002001405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940432,0.0001409688,0.004451354,0.00001132654,0.00000415517,0.00003452596,0.000204359,0.00009880536,0.00101135],"genre_scores_gemma":[0.9971271,0.0001234135,0.001871021,0.000009107383,0.000001580383,0.00001663526,0.0001822415,0.00001264473,0.0006562646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001475248,"threshold_uncertainty_score":0.002933383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1481547693","doi":"10.1002/prs.11753","title":"Probabilistic modeling of business interruption and reputational losses for process facilities","year":2015,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Atlantic Canada Opportunities Agency","keywords":"Probabilistic logic; Business process; Business process modeling; Copula (linguistics); Process (computing); Weibull distribution; Computer science; Artifact-centric business process model; Reliability engineering; Engineering; Work in process; Operations management; Econometrics; Economics; Statistics","authors":[{"name":"Seyed Javad Hashemi","is_ca":true},{"name":"Salim Ahmed","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1966581412573913,"gpt":0.4202678025929859,"spread":0.2236096613355945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003495749,0.001192376,0.0009963813,0.002127373,0.000682483,0.002296919,0.002986126,0.001761063,0.002099128],"category_scores_gemma":[0.009958579,0.0009647148,0.001379833,0.001655991,0.001184864,0.002570516,0.001163304,0.001503481,0.0003833804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744877,"about_ca_system_score_gemma":0.001236516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151295,"about_ca_topic_score_gemma":0.008421255,"domain_scores_codex":[0.9975725,0.0007162594,0.000102745,0.0003885872,0.0008233917,0.0003965473],"domain_scores_gemma":[0.9949951,0.002505111,0.001370637,0.0003061481,0.0006567856,0.0001661374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002170782,0.00001753737,0.0009681733,0.0000110735,0.00001834458,0.00006999937,0.00003528292,0.9888116,0.0002606946,0.007085714,0.0001501988,0.00254975],"study_design_scores_gemma":[0.000002461314,0.0000124205,0.000427768,0.000002425733,0.000008308875,0.00002931038,0.000010497,0.996542,0.00008632991,0.002745561,0.0001251149,0.000007623461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1514477,0.0004757776,0.8385587,0.0004883087,0.00003055494,0.0001455182,0.000392911,0.0004460724,0.008014335],"genre_scores_gemma":[0.9766524,0.000319384,0.01851648,0.00002557653,0.00002398533,0.0001344092,0.0002146432,0.00004516672,0.004068088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0151295,"threshold_uncertainty_score":0.03008288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2275855945","doi":"10.1002/prs.11806","title":"Limiting oxygen concentrations of gases","year":2016,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Overpressure; Cabin pressurization; Ignition system; Flammable liquid; Volume (thermodynamics); Limiting; Nuclear engineering; Head (geology); Mechanics; Environmental science; Mechanical engineering; Forensic engineering; Engineering; Waste management; Thermodynamics; Geology; Aerospace engineering; Physics","authors":[{"name":"Laurence G. Britton","is_ca":false},{"name":"Martin P. Clouthier","is_ca":true},{"name":"B. Keith Harrison","is_ca":false},{"name":"Samuel A. Rodgers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313495358787432,"gpt":0.2502895186964197,"spread":0.2371545651085454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008412532,0.000541632,0.0003686589,0.001106408,0.0007207138,0.001142936,0.001136194,0.0008202388,0.00263315],"category_scores_gemma":[0.003080066,0.0002376489,0.0002241912,0.0004886728,0.0006520141,0.001277708,0.001204962,0.0007603901,0.001374456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121155,"about_ca_system_score_gemma":0.0005407335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170054,"about_ca_topic_score_gemma":0.001449315,"domain_scores_codex":[0.998225,0.0001649166,0.00009571222,0.0003137732,0.001038222,0.0001623382],"domain_scores_gemma":[0.9986207,0.0003777318,0.0002885251,0.0001262168,0.0005030796,0.0000836948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004678474,0.0001028339,0.01719348,0.0007647377,0.00003594799,0.000985916,0.001317907,0.002050736,0.8084319,0.0254064,0.003287837,0.1399544],"study_design_scores_gemma":[0.00001388422,0.0003538542,0.009071896,0.0002335623,0.00003355606,0.0008749941,0.0003968556,0.004853663,0.8761529,0.005406736,0.1025686,0.0000395933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6935567,0.02629758,0.1541656,0.002519123,0.001300351,0.0004751243,0.0016778,0.002077358,0.1179304],"genre_scores_gemma":[0.9537349,0.004941373,0.02445815,0.000594633,0.0001559971,0.0002381045,0.001513127,0.0001886913,0.01417507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00263315,"threshold_uncertainty_score":0.008808792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075515589","doi":"10.1002/prs.11673","title":"Influence of liquid and vapourized solvents on explosibility of pharmaceutical excipient dusts","year":2014,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Excipient; Solvent; Flammable liquid; Ignition system; Chemistry; Autoignition temperature; Volume (thermodynamics); Methanol; Waste management; Chemical engineering; Organic chemistry; Materials science; Thermodynamics; Chromatography; Combustion; Engineering","authors":[{"name":"Md Nur Hossain","is_ca":true},{"name":"Paul Amyotte","is_ca":true},{"name":"Meftah Ali Abuswer","is_ca":true},{"name":"Ashok G. Dastidar","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Rolf K. Eckhoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0149404577506626,"gpt":0.2908235977819505,"spread":0.2758831400312879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003064934,0.0003207129,0.0002425347,0.0002769489,0.0001537129,0.0004781947,0.0001873632,0.0001551921,0.0007346898],"category_scores_gemma":[0.0009141075,0.0001156205,0.0001965691,0.0002749672,0.0002464259,0.0003241789,0.0002338398,0.0002572038,0.0001626531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071656,"about_ca_system_score_gemma":0.0001922898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096625,"about_ca_topic_score_gemma":0.001129694,"domain_scores_codex":[0.999687,0.00006579945,0.00002793046,0.00005425073,0.0001102095,0.00005492394],"domain_scores_gemma":[0.9995825,0.0002253683,0.00007860363,0.00002756398,0.00006099559,0.00002500291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009171187,0.0001015157,0.00281154,0.0001372182,0.00002134534,0.0002158031,0.00008404329,0.004277461,0.9832163,0.0001498087,0.00002895664,0.008038787],"study_design_scores_gemma":[0.000006376138,0.0002494035,0.001839526,0.000003568642,0.000009792809,0.00003462055,0.00002515504,0.001821781,0.9958126,0.00001689453,0.0001772999,0.000002988356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976829,0.0004693595,0.0009769411,0.000009933026,0.000003608407,0.000008364264,0.00006663808,0.0000170132,0.0007652097],"genre_scores_gemma":[0.9984208,0.0004146649,0.0007306792,0.000007270542,0.000002215498,0.000004657827,0.00005820033,0.00001145201,0.0003500954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001096625,"threshold_uncertainty_score":0.002457798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193641762","doi":"10.1002/prs.12302","title":"Pandemic risk management; protecting people while ensuring business continuity","year":2021,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Business; Work (physics); Pandemic; Risk management; Globe; Workforce; Risk analysis (engineering); Containment (computer programming); Service (business); Business continuity; Operations management; Coronavirus disease 2019 (COVID-19); Computer security; Marketing; Engineering; Finance; Computer science; Economic growth; Economics","authors":[{"name":"James Sneddon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01119760319986353,"gpt":0.2365758165801506,"spread":0.2253782133802871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01335598,0.0007609356,0.0003749418,0.002553571,0.00335364,0.007609296,0.001928755,0.00209162,0.004797786],"category_scores_gemma":[0.02258012,0.0003389644,0.0005291798,0.001291845,0.003862518,0.008269521,0.00648839,0.002030194,0.0008418618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614932,"about_ca_system_score_gemma":0.007520875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00438827,"about_ca_topic_score_gemma":0.003110318,"domain_scores_codex":[0.9915417,0.004138533,0.0004568158,0.0005881483,0.002738397,0.0005364871],"domain_scores_gemma":[0.9826782,0.006604231,0.003766509,0.002078432,0.004250193,0.0006223161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001306735,0.000322886,0.02067089,0.0005004568,0.00008972132,0.001058113,0.00997039,0.04912642,0.004483412,0.6288583,0.01752718,0.2672614],"study_design_scores_gemma":[0.00003704979,0.0002896294,0.008103997,0.001067816,0.00008394915,0.0009470377,0.0180529,0.1366458,0.01246975,0.6897335,0.1323918,0.0001767291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1418006,0.00139588,0.7002787,0.02867137,0.0004836021,0.0007979761,0.0002352043,0.001283521,0.1250531],"genre_scores_gemma":[0.8904769,0.0006272667,0.1008273,0.0005223351,0.00008897399,0.0001301651,0.00009271492,0.00004975239,0.00718443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01335598,"threshold_uncertainty_score":0.07063407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376278056","doi":"10.1002/prs.12474","title":"Modeling and risk analysis of large‐scale crude oil pool fire on an offshore facility","year":2023,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Marine engineering; Environmental science; Submarine pipeline; Scale (ratio); Engineering; Petroleum engineering; Geotechnical engineering","authors":[{"name":"Yanfu Wang","is_ca":false},{"name":"Tao Wang","is_ca":false},{"name":"Chen Wang","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04901098734136673,"gpt":0.3778904577522747,"spread":0.328879470410908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006600353,0.0009070059,0.0007647845,0.0007651512,0.0009203246,0.001265607,0.001017969,0.001777412,0.002560742],"category_scores_gemma":[0.001243187,0.0005424662,0.001142946,0.0003565905,0.0006558548,0.0007155638,0.0008942044,0.0009818914,0.0001676698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546106,"about_ca_system_score_gemma":0.001489535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04738988,"about_ca_topic_score_gemma":0.01635014,"domain_scores_codex":[0.9997159,0.00008823116,0.00001141288,0.00003962315,0.00005643262,0.00008838637],"domain_scores_gemma":[0.999172,0.0004356136,0.0001314932,0.00002692447,0.0001380103,0.00009591912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002125659,0.000021606,0.0008793966,0.000008767457,0.00001026546,0.0001010671,0.00001060213,0.9975433,0.0003023881,0.0005049867,0.00006702114,0.0005293192],"study_design_scores_gemma":[0.000003358781,0.00002126841,0.0002417177,0.000002052772,0.000005506763,0.000008999473,0.00002061012,0.9993744,0.000101122,0.0001694876,0.00004791461,0.000003501985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000129,0.0003136466,0.0868539,0.0005230311,0.00006873327,0.0001294679,0.0003302394,0.0001240114,0.01164404],"genre_scores_gemma":[0.9947571,0.0000954768,0.002455574,0.0000144816,0.000008554075,0.00003299807,0.00005965847,0.00001088097,0.0025653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04738988,"threshold_uncertainty_score":0.09422803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049789617","doi":"10.1002/prs.11737","title":"<scp>L</scp>ac‐<scp>M</scp>égantic accident: What we learned","year":2015,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hazardous waste; Engineering; Transport engineering; Business; Aviation; Waste management","authors":[{"name":"J.P. Lacoursière","is_ca":false},{"name":"Paul‐André Dastous","is_ca":false},{"name":"Stéphanie Lacoursière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1037521710796921,"gpt":0.3855941061170063,"spread":0.2818419350373143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007730482,0.0007264218,0.0009374436,0.002040531,0.001591752,0.006990553,0.002535172,0.003788474,0.01413727],"category_scores_gemma":[0.02062312,0.0002800689,0.0007219916,0.001482421,0.004351018,0.006511116,0.001878335,0.006441361,0.005129228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005695016,"about_ca_system_score_gemma":0.01639486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08631197,"about_ca_topic_score_gemma":0.115844,"domain_scores_codex":[0.9971674,0.0007597281,0.0002633399,0.000307732,0.00118875,0.0003131536],"domain_scores_gemma":[0.9630482,0.01224657,0.001559138,0.0009503366,0.01797448,0.004221298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009049616,0.0002989745,0.007601277,0.00228247,0.00006142741,0.000435027,0.0007551462,0.001286483,0.000287622,0.007738288,0.4042149,0.5749479],"study_design_scores_gemma":[0.00004100719,0.000320667,0.0177125,0.0184352,0.0001101892,0.001154248,0.0121162,0.005231584,0.0009960871,0.04695262,0.8967804,0.0001493517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008711915,0.1666362,0.007774252,0.7758374,0.01360685,0.00009471749,0.0007293656,0.0002542807,0.0263551],"genre_scores_gemma":[0.1385124,0.6384545,0.02226252,0.1415481,0.02724161,0.0001428765,0.001602534,0.0002868439,0.02994868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.913688,"threshold_uncertainty_score":0.1716192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008143023","doi":"10.1002/prs.12139","title":"Investigation of the explosion severity of multiphase hybrid mixtures","year":2020,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Flammable liquid; Bar (unit); Flammability limit; Ignition system; Chemistry; Methane; Thermodynamics; Analytical Chemistry (journal); Materials science; Chromatography; Meteorology; Organic chemistry; Physics","authors":[{"name":"Emmanuel Kwasi Addai","is_ca":false},{"name":"Ali Aljaroudi","is_ca":false},{"name":"Zaheer Abbas","is_ca":false},{"name":"Paul Amyotte","is_ca":true},{"name":"Albert Addo","is_ca":true},{"name":"Ulrich Krause","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986768723548806,"gpt":0.2342601487867194,"spread":0.2143924615512313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000235686,0.0002784703,0.0002642132,0.0002595074,0.0001162719,0.0002827704,0.000245227,0.0002881619,0.001305585],"category_scores_gemma":[0.0003905324,0.0001436279,0.0001937873,0.0001869513,0.0001679502,0.0003591945,0.0003256375,0.0004431973,0.0002139708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611143,"about_ca_system_score_gemma":0.00008532632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002157387,"about_ca_topic_score_gemma":0.0002544765,"domain_scores_codex":[0.9996825,0.00003948859,0.00001996828,0.00006848278,0.0001545266,0.00003489552],"domain_scores_gemma":[0.9997959,0.00006898442,0.00003684369,0.00001499917,0.0000619241,0.00002142966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002030235,0.00002943136,0.0005515419,0.00004555285,0.000009134931,0.00005119277,0.0000320358,0.0002519813,0.996494,0.0000370024,0.00001703925,0.002278106],"study_design_scores_gemma":[0.000006223994,0.0004744876,0.003168911,0.00000289518,0.00001093447,0.00006778415,0.00003998845,0.00220857,0.9936659,0.00002173274,0.0003277388,0.000004752686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945102,0.0002977582,0.004226541,0.00001596711,0.000009876891,0.00002237399,0.00007645934,0.00004742494,0.0007935347],"genre_scores_gemma":[0.9972435,0.0001829899,0.001727148,0.0000187608,0.000005513451,0.00001865178,0.00009878703,0.00001582564,0.0006888608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001305585,"threshold_uncertainty_score":0.00436759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131843131","doi":"10.1002/prs.12244","title":"Challenges to managing aging process equipment and infrastructure","year":2021,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Prosperity; Life expectancy; Process (computing); Engineering; Recession; Risk analysis (engineering); Coronavirus disease 2019 (COVID-19); Best practice; Forensic engineering; Business; Operations management; Computer science; Economics; Economic growth; Medicine; Management; Environmental health","authors":[{"name":"Brian D. Kelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08299754304892304,"gpt":0.4597192027514485,"spread":0.3767216597025255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01511064,0.0009222755,0.0006840025,0.001804522,0.005026289,0.009047005,0.004123955,0.005171471,0.01281928],"category_scores_gemma":[0.02225127,0.0005591601,0.0007026972,0.001357749,0.002681246,0.009837443,0.008286138,0.006199453,0.004626126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004537777,"about_ca_system_score_gemma":0.01859561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152569,"about_ca_topic_score_gemma":0.009322414,"domain_scores_codex":[0.9904963,0.002074018,0.0007136266,0.0007189356,0.004497219,0.001499922],"domain_scores_gemma":[0.9636968,0.008038268,0.003383778,0.001769416,0.01683273,0.006279086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008059196,0.0006838061,0.01029242,0.00279326,0.0001390089,0.002179843,0.005520589,0.02496574,0.004880771,0.082836,0.3214458,0.5441821],"study_design_scores_gemma":[0.00002571502,0.0004392558,0.005265362,0.002711784,0.00006450001,0.00199041,0.01894659,0.01102022,0.002429934,0.07235934,0.8846065,0.0001404004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0503829,0.04293319,0.09304693,0.6463934,0.008017394,0.0006678741,0.0006665585,0.001836714,0.156055],"genre_scores_gemma":[0.6928857,0.06545341,0.1183513,0.05372569,0.005121206,0.0006269246,0.001221492,0.0005559056,0.06205837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01511064,"threshold_uncertainty_score":0.07991368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894930378","doi":"10.1002/prs.11989","title":"Risk Analysis of Oilfield Gathering Station","year":2018,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Chongqing Municipal Education Commission; China Scholarship Council","keywords":"Analytic hierarchy process; Index (typography); Risk assessment; Process (computing); Unit (ring theory); Risk analysis (engineering); Engineering; Reliability engineering; Fuzzy logic; Task (project management); Work (physics); Computer science; Operations research; Computer security; Systems engineering; Artificial intelligence; Mathematics; Business","authors":[{"name":"Kun Chen","is_ca":true},{"name":"Dehuan Liu","is_ca":false},{"name":"Fan Zhiwen","is_ca":false},{"name":"Xu Chen","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04552333206120486,"gpt":0.3981277209199806,"spread":0.3526043888587758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002586029,0.001038304,0.000423538,0.004387491,0.0008685639,0.001376974,0.0006805663,0.0006347616,0.001918688],"category_scores_gemma":[0.004269096,0.0002668071,0.0009105456,0.001686495,0.000465678,0.001406739,0.001285153,0.0004581432,0.0001455349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227551,"about_ca_system_score_gemma":0.001661961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008743594,"about_ca_topic_score_gemma":0.005309926,"domain_scores_codex":[0.9983795,0.00035358,0.00008756503,0.0001758407,0.0008388507,0.0001646897],"domain_scores_gemma":[0.9980192,0.0005943563,0.0004283118,0.0001197947,0.000741629,0.00009661147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005411482,0.0002345863,0.1146156,0.0003899224,0.0002198912,0.001317609,0.00124972,0.6749793,0.01738537,0.01843426,0.002431877,0.1682006],"study_design_scores_gemma":[0.00002965293,0.0004346008,0.0541029,0.00008226674,0.0001873848,0.0005121059,0.00176884,0.9109635,0.01184686,0.01612417,0.003838806,0.000108965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8148423,0.0006354855,0.1732126,0.0004493889,0.00002436055,0.0002994725,0.0005125777,0.000256242,0.00976763],"genre_scores_gemma":[0.9851332,0.0002404101,0.01261495,0.00001166717,0.00000843838,0.00004321,0.000266197,0.00001090892,0.001671005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008743594,"threshold_uncertainty_score":0.01738536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992192947","doi":"10.1002/prs.12114","title":"Modeling impacts of combustion products on humans in complex processing facilities","year":2019,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Combustion; Combustion products; Environmental science; Waste management; Fire safety; Fire protection; Firefighting; Engineering; Forensic engineering; Civil engineering; Chemistry","authors":[{"name":"Jia W. Tan","is_ca":false},{"name":"Vikram Garaniya","is_ca":false},{"name":"Til Baalisampang","is_ca":false},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Mohammad Dadashzadeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467569435533211,"gpt":0.2811170418359462,"spread":0.256441347480614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003590141,0.0007473094,0.0003342015,0.0004023627,0.0003235392,0.0006332793,0.0008544917,0.001295707,0.001818008],"category_scores_gemma":[0.0008316899,0.0003860871,0.0007939394,0.0003142081,0.0005429529,0.0005367722,0.000623986,0.0004294422,0.0001479696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933812,"about_ca_system_score_gemma":0.0008583679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01778407,"about_ca_topic_score_gemma":0.007773166,"domain_scores_codex":[0.9998177,0.00006774484,0.000006613355,0.00004151302,0.00002663993,0.00003984474],"domain_scores_gemma":[0.9995646,0.0002452493,0.00008429289,0.0000221892,0.00004855051,0.00003518183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001369632,0.00002314414,0.001190093,0.00000873083,0.000008008673,0.00002775758,0.00001007197,0.9972192,0.0004875528,0.0002803812,0.00002626314,0.0007050477],"study_design_scores_gemma":[0.00000662706,0.00006461114,0.0006731691,0.000003318348,0.00000862595,0.000009937624,0.00002119387,0.9984635,0.0002602106,0.0003816595,0.0001032518,0.000003918735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729764,0.0002220888,0.1189867,0.0001981823,0.00003830255,0.0001628022,0.0004818298,0.0001110581,0.006822772],"genre_scores_gemma":[0.9906509,0.0001361854,0.006683696,0.00001988153,0.000008250962,0.000105327,0.000101501,0.000008887036,0.002285207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01778407,"threshold_uncertainty_score":0.03536111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226301078","doi":"10.1002/prs.12361","title":"Comparison between simulation and conventional training: Expanding the concept of social fidelity","year":2022,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fidelity; Training (meteorology); Reliability (semiconductor); Set (abstract data type); Simulation training; Engineering; High fidelity; Simulation; Computer science; Engineering management; Systems engineering","authors":[{"name":"Abdullah Sh. Sardar","is_ca":false},{"name":"Vikram Garaniya","is_ca":false},{"name":"Mohan Anantharaman","is_ca":false},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1241575651756665,"gpt":0.4659591649416525,"spread":0.341801599765986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005256998,0.0002630677,0.0003378127,0.001055744,0.0002685847,0.001092499,0.000644953,0.0005565918,0.002920561],"category_scores_gemma":[0.02772924,0.00007897821,0.0004069021,0.0005664566,0.001041656,0.001046471,0.001502404,0.0004921603,0.0001431187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008772953,"about_ca_system_score_gemma":0.0007301742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376784,"about_ca_topic_score_gemma":0.001158569,"domain_scores_codex":[0.9942545,0.003939321,0.0003166467,0.0002707795,0.001000927,0.0002177433],"domain_scores_gemma":[0.9732704,0.02202682,0.00135835,0.000938949,0.001516171,0.0008892156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01564576,0.01043547,0.271271,0.003092235,0.001277846,0.0003740265,0.00685376,0.07879651,0.02151918,0.03996732,0.002550738,0.5482162],"study_design_scores_gemma":[0.001111966,0.03500348,0.6743404,0.001304007,0.0009784262,0.001043583,0.009334842,0.2291951,0.0149063,0.01614865,0.01635931,0.0002739449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633663,0.0007411296,0.02385644,0.0003578698,0.0001647849,0.0003642042,0.0001396012,0.00003941558,0.01097026],"genre_scores_gemma":[0.996096,0.0001123675,0.003402764,0.00003049386,0.00001934651,0.00008647976,0.00004329107,0.000003650561,0.0002056773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005256998,"threshold_uncertainty_score":0.02780199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027448539","doi":"10.1002/prs.10494","title":"Why process safety programs sometimes fail","year":2011,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Process safety management; Process safety; Audit; Risk analysis (engineering); Process (computing); Principal (computer security); TRACE (psycholinguistics); Business; Process management; Operations management; Computer science; Computer security; Engineering; Work in process; Accounting; Hazardous waste","authors":[{"name":"Brian D. Kelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09259652001610545,"gpt":0.3637208552924688,"spread":0.2711243352763634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02224743,0.000556914,0.0003486712,0.002525438,0.003005311,0.004689205,0.001673642,0.00279469,0.007792959],"category_scores_gemma":[0.08014991,0.0006041149,0.0003672577,0.001753438,0.004964239,0.004730782,0.003613605,0.004132153,0.002805559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919129,"about_ca_system_score_gemma":0.009145471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475314,"about_ca_topic_score_gemma":0.003870888,"domain_scores_codex":[0.9729238,0.008653576,0.001115028,0.001718806,0.01285394,0.002734913],"domain_scores_gemma":[0.8836044,0.05403317,0.01450291,0.01155521,0.03071794,0.00558637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004824692,0.001180036,0.0862067,0.001586035,0.0001589872,0.00215976,0.01499438,0.01003298,0.006840591,0.1623805,0.1913795,0.5225981],"study_design_scores_gemma":[0.0002568988,0.001600395,0.08460871,0.003235091,0.0002273884,0.002684736,0.02744282,0.02903596,0.02446877,0.3056323,0.5204636,0.0003432456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4569472,0.006930692,0.1014767,0.2472946,0.002511403,0.0004850551,0.0004941092,0.007794341,0.176066],"genre_scores_gemma":[0.9629993,0.001546154,0.01226583,0.01180177,0.0003626354,0.0002250931,0.0002285351,0.0006108921,0.009959843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02224743,"threshold_uncertainty_score":0.1176571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002121930","doi":"10.1002/prs.10066","title":"An explosion caused by mixing incompatible liquids","year":2005,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Hydrogen peroxide; Forensic engineering; Mixing (physics); Truck; Root cause; Process safety; Waste management; Engineering; Sulfuric acid; Risk analysis (engineering); Environmental science; Operations management; Business; Chemistry; Materials science; Work in process; Metallurgy; Automotive engineering; Physics","authors":[{"name":"J.P. Lacoursière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04872914442749268,"gpt":0.3918715337565227,"spread":0.3431423893290301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298477,0.0005194762,0.0003711428,0.0008022418,0.0009455929,0.0008501699,0.0006397762,0.002085194,0.003236843],"category_scores_gemma":[0.001787156,0.0003207013,0.0005542305,0.0004073146,0.0007230482,0.0005243274,0.0012935,0.001504534,0.0005344768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732756,"about_ca_system_score_gemma":0.0002819314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453122,"about_ca_topic_score_gemma":0.0008769388,"domain_scores_codex":[0.9996556,0.00005219816,0.00003083032,0.00005629849,0.000117998,0.00008710921],"domain_scores_gemma":[0.9993253,0.0002789458,0.0001573824,0.00007644413,0.00007181166,0.00009009863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.006362393,0.001087226,0.07002909,0.0003554624,0.0002496949,0.6681797,0.003634999,0.007917357,0.1307666,0.003638672,0.007034674,0.100744],"study_design_scores_gemma":[0.0009601631,0.004975286,0.06035693,0.0002705187,0.0005741735,0.4485663,0.002822246,0.06439058,0.3809277,0.008323957,0.02750737,0.0003248055],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868652,0.0004136417,0.008196163,0.0009777263,0.0001782896,0.00006107748,0.0001048573,0.0002568899,0.002946062],"genre_scores_gemma":[0.9967002,0.0001209161,0.001063925,0.0002178798,0.00004153149,0.000009386388,0.00007235266,0.0000124875,0.001761151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236843,"threshold_uncertainty_score":0.01082826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077883425","doi":"10.1002/prs.10253","title":"Development of a process safety culture of chemical engineers","year":2008,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Process safety; Safety culture; Process (computing); Vulnerability (computing); Process safety management; Engineering; Hazard; Risk analysis (engineering); Key (lock); Work in process; Engineering management; Operations management; Business; Computer security; Computer science; Management; Hazardous waste; Waste management","authors":[{"name":"Maxime Mckay","is_ca":true},{"name":"J.P. Lacoursière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04484481339396029,"gpt":0.3489898526129837,"spread":0.3041450392190234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01492428,0.0003556722,0.0001905454,0.001176031,0.004256882,0.009287565,0.0008844003,0.001125513,0.001686878],"category_scores_gemma":[0.01668975,0.0002624645,0.0002274117,0.0005339531,0.005291933,0.002504057,0.005500993,0.003172995,0.000420674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004790641,"about_ca_system_score_gemma":0.01252263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004407154,"about_ca_topic_score_gemma":0.002830057,"domain_scores_codex":[0.9878348,0.005483544,0.00051491,0.0006893293,0.00467415,0.0008033255],"domain_scores_gemma":[0.9732404,0.005498346,0.004022664,0.001378322,0.0116174,0.004242945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001667633,0.001919537,0.1661234,0.0007363973,0.0001576286,0.001226601,0.213061,0.005304129,0.0229856,0.2099065,0.03942503,0.3389875],"study_design_scores_gemma":[0.0001056389,0.001476922,0.1300025,0.001342665,0.00009860218,0.001529748,0.3044107,0.01702853,0.0326034,0.0886723,0.4224142,0.0003149493],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914702,0.000712319,0.04805723,0.04912267,0.0003245539,0.0003990032,0.00005349912,0.0001719043,0.1096886],"genre_scores_gemma":[0.9838617,0.0002713024,0.009327264,0.001395672,0.00002948234,0.00005099973,0.00002453799,0.00001731859,0.005021835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01492428,"threshold_uncertainty_score":0.07892805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915208893","doi":"10.1002/prs.12045","title":"Experimental and theoretical investigation of the lower explosion limit of multiphase hybrid mixtures","year":2019,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Methane; Coal dust; Dust explosion; Solvent; Chemistry; Hydrogen; Nuclear engineering; Coal; Waste management; Chemical engineering; Engineering; Organic chemistry","authors":[{"name":"Emmanuel Kwasi Addai","is_ca":false},{"name":"Haider Jebur Ali","is_ca":false},{"name":"Paul Amyotte","is_ca":true},{"name":"Ulrich Krause","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006661753746196106,"gpt":0.2315517051419784,"spread":0.2248899513957823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702601,0.000369473,0.0003198592,0.000499893,0.0003115129,0.0004620113,0.0007662625,0.0005724322,0.002046137],"category_scores_gemma":[0.001116217,0.0002930385,0.0001987102,0.0003105321,0.0007959835,0.001010055,0.0007103095,0.0007384486,0.0003375861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000461412,"about_ca_system_score_gemma":0.0001234886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002068589,"about_ca_topic_score_gemma":0.0001864345,"domain_scores_codex":[0.9994592,0.00005673675,0.00002136047,0.00009893667,0.0003166786,0.00004709517],"domain_scores_gemma":[0.9995875,0.000240211,0.00005265315,0.00004031386,0.00006493828,0.00001444802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003697071,0.0001462271,0.001217678,0.000416219,0.00002138259,0.0002219375,0.0001554753,0.01293157,0.9674566,0.009054598,0.000156398,0.007852313],"study_design_scores_gemma":[0.00001527095,0.000223606,0.0007789631,0.00001275979,0.000009583629,0.000110627,0.0000508095,0.05000384,0.9464408,0.001106671,0.001235297,0.0000117811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281901,0.00176037,0.05856816,0.0001386514,0.00003055071,0.00007055467,0.0001745704,0.0001833219,0.01088377],"genre_scores_gemma":[0.992691,0.000466204,0.006052007,0.00002016004,0.000008603005,0.00003915681,0.00009575518,0.00001528668,0.0006118124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046137,"threshold_uncertainty_score":0.006844997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254609771","doi":"10.1002/prs.10104","title":"Letter to the editor","year":2005,"lang":"en","type":"letter","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Citation; Library science; Forensic engineering; History; Operations research; Computer science; Engineering","authors":[{"name":"J. E. S. Venart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04146546534628916,"gpt":0.3600432962043028,"spread":0.3185778308580136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004142031,0.000676582,0.001406123,0.0008464887,0.003879305,0.004820712,0.001815058,0.04023257,0.01159244],"category_scores_gemma":[0.03041176,0.000570899,0.001102483,0.0005025755,0.001750853,0.002408772,0.001195407,0.02491204,0.006853458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925407,"about_ca_system_score_gemma":0.006069338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522635,"about_ca_topic_score_gemma":0.008991757,"domain_scores_codex":[0.9967585,0.0008684629,0.000268427,0.0004744211,0.001132733,0.0004974371],"domain_scores_gemma":[0.9938576,0.002794532,0.0003214354,0.0002131987,0.00177307,0.001040115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003357923,0.00001805386,0.0002097161,0.00002417348,0.000007177865,0.0008206127,0.00005421229,0.00003462682,0.00003478907,0.001670619,0.9930894,0.004003121],"study_design_scores_gemma":[0.00007219774,0.00003844411,0.0007770291,0.0002050181,0.00002417998,0.001005049,0.0003240848,0.0002907352,0.000164545,0.005451845,0.9916149,0.00003194151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004249774,0.001583871,0.0001161486,0.940261,0.0444721,0.00002473338,0.0000470769,0.00003198918,0.01303824],"genre_scores_gemma":[0.004265409,0.0008358079,0.0001666236,0.941596,0.02300069,0.0000422922,0.00002324475,0.00001844448,0.03005152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9884076,"threshold_uncertainty_score":0.03878063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051931673","doi":"10.1002/prs.10256","title":"Workplace safety climate assessment based on behaviors and measurable indicators","year":2008,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"PDCA; Sociotechnical system; Workgroup; Supervisor; Process (computing); Safety climate; Engineering; Knowledge management; Risk analysis (engineering); Process management; Occupational safety and health; Computer science; Management system; Business; Quality management; Operations management; Political science","authors":[{"name":"Yu Ming","is_ca":false},{"name":"Linyan Sun","is_ca":false},{"name":"Carolyn P. Egri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05375025979693941,"gpt":0.4561851033537686,"spread":0.4024348435568291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00493963,0.0004731017,0.0002330136,0.002544103,0.0002811966,0.001184579,0.0003862905,0.000424706,0.001221027],"category_scores_gemma":[0.02445256,0.0001821972,0.000281459,0.0009793139,0.0005550975,0.0009492117,0.0009943898,0.0005837256,0.0002538183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006189249,"about_ca_system_score_gemma":0.0009068763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000769825,"about_ca_topic_score_gemma":0.0009009801,"domain_scores_codex":[0.9952708,0.002383749,0.0003715547,0.0002465175,0.001581323,0.0001460562],"domain_scores_gemma":[0.9822156,0.007616508,0.004271302,0.0008446632,0.004274247,0.0007776588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005864131,0.00107158,0.8329602,0.0004725728,0.0001811582,0.00007008303,0.003385754,0.009157495,0.01236701,0.003697643,0.001416152,0.1346339],"study_design_scores_gemma":[0.00007588747,0.002696378,0.8501298,0.0002984641,0.0001514799,0.0002001332,0.006189643,0.09384684,0.03009616,0.01099701,0.005129688,0.0001884991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395272,0.0001127766,0.04930408,0.0002184664,0.00002770396,0.0002759423,0.000338236,0.0003161718,0.009879456],"genre_scores_gemma":[0.9924225,0.00003814077,0.007016357,0.00001461892,0.000006556505,0.000113095,0.0001599186,0.000007682398,0.0002210662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00493963,"threshold_uncertainty_score":0.02612358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069522693","doi":"10.1002/prs.10279","title":"The development of risk criteria for high severity low frequency events","year":2008,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Red Deer Polytechnic; Nova Chemicals (Canada)","funders":"","keywords":"Risk analysis (engineering); Stakeholder; Risk assessment; Actuarial science; Odds; Risk management; Probabilistic logic; Probabilistic risk assessment; Value (mathematics); Factor analysis of information risk; Business; Operations management; Computer science; Engineering; Economics; Risk management information systems; Computer security; Finance","authors":[{"name":"Fred Henselwood","is_ca":true},{"name":"K. Gerry Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05797368677395805,"gpt":0.3762532917864592,"spread":0.3182796050125011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01370003,0.0009366741,0.0009637296,0.006067426,0.0008933307,0.003557771,0.00196299,0.001321918,0.003155624],"category_scores_gemma":[0.07905691,0.0003090285,0.001353409,0.001512647,0.001733938,0.002939627,0.00240745,0.001574987,0.0004614888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789771,"about_ca_system_score_gemma":0.002265252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002924177,"about_ca_topic_score_gemma":0.002011302,"domain_scores_codex":[0.9834553,0.005777827,0.002002631,0.000875888,0.007260255,0.0006280942],"domain_scores_gemma":[0.9255489,0.04524844,0.00733563,0.00210674,0.01826606,0.001494194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001479504,0.0005951152,0.0498986,0.001162818,0.0003280707,0.001304481,0.001769883,0.4408293,0.01849617,0.256869,0.007378601,0.2198884],"study_design_scores_gemma":[0.00009323905,0.0004991943,0.009573501,0.0002603438,0.00009271396,0.0004675555,0.0007293457,0.8805719,0.007851355,0.09284448,0.006873729,0.0001426743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08022445,0.000325332,0.9066909,0.0005194303,0.0001435237,0.0008787659,0.0003998697,0.0004224634,0.01039527],"genre_scores_gemma":[0.7250546,0.0001030281,0.2724791,0.00009034056,0.00007324826,0.0004709674,0.0003981879,0.00006325389,0.001267272],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01370003,"threshold_uncertainty_score":0.07245362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998136307","doi":"10.1002/prs.680220209","title":"The survivability of steel and aluminum 33.5 pound propane cylinders in fire","year":2003,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Transport Canada","keywords":"Propane; Shield; Liquefied petroleum gas; Cylinder; Forensic engineering; Aluminium; Environmental science; Engineering; Structural engineering; Materials science; Waste management; Composite material; Geology; Mechanical engineering; Chemistry","authors":[{"name":"A. M. Birk","is_ca":true},{"name":"Jonathan D. J. Vandersteen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009621313953818152,"gpt":0.2395455822113582,"spread":0.2299242682575401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003374474,0.0002366872,0.0001921806,0.0005694629,0.0002599757,0.0002219486,0.0002253931,0.0003502879,0.001010702],"category_scores_gemma":[0.001072212,0.000123708,0.0001827215,0.0002653429,0.0002735511,0.0003377085,0.000258874,0.0001498155,0.0001764421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094946,"about_ca_system_score_gemma":0.0001063844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261203,"about_ca_topic_score_gemma":0.002897127,"domain_scores_codex":[0.9996959,0.00003572703,0.00002325345,0.00003199589,0.0001573734,0.00005572056],"domain_scores_gemma":[0.9990835,0.0002099265,0.0002055479,0.00005016171,0.0003452254,0.0001054921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002821149,0.0002699624,0.08815088,0.0001014464,0.00005462861,0.0007638077,0.0004416501,0.005246256,0.8848618,0.0001318224,0.0001274608,0.01702917],"study_design_scores_gemma":[0.00002730956,0.006359264,0.2026519,0.0000149455,0.00005326453,0.0009597894,0.0006799935,0.01026984,0.7780159,0.0001052263,0.0008298435,0.00003277035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996765,0.00004709225,0.000126187,0.000002270441,0.000001219542,0.000002702533,0.00002276974,0.000002774819,0.000118589],"genre_scores_gemma":[0.9994293,0.00002735541,0.0001768155,0.000002775625,6.25339e-7,0.000001785075,0.00008977606,0.000001645131,0.0002698497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002261203,"threshold_uncertainty_score":0.004496098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767535624","doi":"10.1002/prs.11942","title":"Learning process safety principles through practice","year":2017,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Association of Commonwealth Universities","keywords":"Process safety; Process safety management; Process (computing); Promotion (chess); Laboratory safety; Safety culture; Engineering; Hazard analysis; Hazard; Safety engineering; Work (physics); System safety; Inherent safety; Hierarchy; Work in process; Risk analysis (engineering); Process management; Computer science; Operations management; Reliability engineering; Business; Medicine; Management; Mechanical engineering","authors":[{"name":"M.Y. Gunasekera","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Salim Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0225226420950848,"gpt":0.3202707024170607,"spread":0.2977480603219759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007090158,0.000808109,0.0003765065,0.001045328,0.0008669106,0.003929822,0.001388484,0.001757968,0.00449835],"category_scores_gemma":[0.01176041,0.0002862086,0.0005285804,0.000454612,0.002816859,0.003820355,0.003935041,0.002919161,0.001565756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219124,"about_ca_system_score_gemma":0.004811391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030383,"about_ca_topic_score_gemma":0.0005332222,"domain_scores_codex":[0.9953824,0.001771565,0.0001870904,0.0005429531,0.001826729,0.0002892328],"domain_scores_gemma":[0.9922377,0.003801586,0.0008190458,0.0009917654,0.001301016,0.0008489215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008103935,0.003451538,0.007246524,0.001420971,0.0000496035,0.0003669991,0.02185307,0.007594314,0.0116354,0.08926182,0.01285528,0.8441834],"study_design_scores_gemma":[0.0002153158,0.004181725,0.01404392,0.003956445,0.0001185799,0.002235315,0.02353436,0.01917678,0.03188525,0.3558973,0.5445964,0.0001586406],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.223419,0.002472354,0.5839823,0.01962438,0.0004987927,0.001566838,0.00005518444,0.001069729,0.1673114],"genre_scores_gemma":[0.599626,0.007728746,0.3656423,0.002464671,0.0002961,0.0007969107,0.0001612601,0.0001377154,0.02314644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007090158,"threshold_uncertainty_score":0.03749675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140778207","doi":"10.1002/prs.11557","title":"The <scp>PSV</scp> That Did Not Fail—Misconceptions About <scp>PSVs</scp>","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Safety valve; Process (computing); Event (particle physics); Engineering; Relief valve; Process safety; High pressure; Forensic engineering; Risk analysis (engineering); Operations management; Computer security; Construction engineering; Computer science; Work in process; Mechanical engineering; Business","authors":[{"name":"Emmanuelle Hagey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05290201042595479,"gpt":0.3457847250021766,"spread":0.2928827145762218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01660235,0.0004463469,0.0004203399,0.001076106,0.003594326,0.006720214,0.001864714,0.004637417,0.002497908],"category_scores_gemma":[0.04217746,0.0005227881,0.0003959493,0.0008802669,0.025553,0.009143134,0.002045018,0.008253242,0.001385696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004152265,"about_ca_system_score_gemma":0.00368429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008532567,"about_ca_topic_score_gemma":0.008016588,"domain_scores_codex":[0.9882228,0.004414835,0.00126045,0.0009123093,0.004772247,0.0004174312],"domain_scores_gemma":[0.9438016,0.03738645,0.00382332,0.004028474,0.01003908,0.0009210723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009786883,0.00009618782,0.006419987,0.0005679866,0.000035975,0.001034697,0.03226518,0.001921638,0.002421889,0.6990951,0.1350037,0.1210399],"study_design_scores_gemma":[0.00001857694,0.0001510165,0.004865538,0.001274217,0.00002997165,0.001828939,0.01886361,0.003128893,0.005087104,0.3226785,0.6419253,0.000148225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08045697,0.01304861,0.1417278,0.6094268,0.006490612,0.0001035259,0.0004048227,0.0004855966,0.1478553],"genre_scores_gemma":[0.8335186,0.01302481,0.04114217,0.07926116,0.00215496,0.00009814619,0.0002464939,0.0002997426,0.03025391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01660235,"threshold_uncertainty_score":0.08780271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758104869","doi":"10.1002/prs.11931","title":"Major process accidents: Their characteristics, assessment, and management of the associated risks","year":2017,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"SAFER; Process (computing); Risk analysis (engineering); Process safety; Process safety management; Engineering; Work in process; Event (particle physics); Risk management; Work (physics); Risk assessment; Forensic engineering; Computer science; Operations management; Computer security; Business; Hazardous waste","authors":[{"name":"Ming Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09498351072637129,"gpt":0.4439391299385331,"spread":0.3489556192121618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288718,0.0007544952,0.0005094009,0.003971283,0.0005595288,0.002135103,0.0007219579,0.00108806,0.001047202],"category_scores_gemma":[0.00607061,0.0002888322,0.0005207195,0.001738749,0.0007479328,0.001623677,0.001119324,0.0007128909,0.0002342108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258177,"about_ca_system_score_gemma":0.001819071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633612,"about_ca_topic_score_gemma":0.004677556,"domain_scores_codex":[0.9976524,0.0005704197,0.0002027446,0.000226033,0.001219425,0.0001290229],"domain_scores_gemma":[0.9933535,0.001948026,0.002696271,0.0002502046,0.001540156,0.0002119151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004869114,0.0007131346,0.5415222,0.001007851,0.0002656003,0.001323766,0.002100567,0.04762784,0.009510565,0.03643625,0.003518548,0.3554868],"study_design_scores_gemma":[0.00003308091,0.001329756,0.6645832,0.0006328775,0.0003414848,0.007005651,0.007067245,0.2238279,0.01085485,0.06780246,0.01619133,0.0003301807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7506936,0.0109567,0.2119663,0.002538189,0.00009088677,0.0006962462,0.001079967,0.0004297168,0.02154842],"genre_scores_gemma":[0.9629958,0.002375792,0.03268904,0.00004991574,0.00005377911,0.00008378028,0.0003074576,0.00001455532,0.001429963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003971283,"threshold_uncertainty_score":0.01210403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040432319","doi":"10.1002/prs.11589","title":"Management of change—enabler or inhibitor?","year":2013,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Enabling; Process (computing); Principal (computer security); Process management; Work (physics); Risk analysis (engineering); Process safety management; Business; Knowledge management; Engineering; Computer science; Computer security; Psychology; Hazardous waste","authors":[{"name":"Brian D. Kelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1429889042925146,"gpt":0.396346971307653,"spread":0.2533580670151384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0201285,0.001032696,0.001218246,0.002253033,0.001996874,0.01000843,0.001774725,0.002966489,0.009060075],"category_scores_gemma":[0.03223429,0.0005804736,0.0007651184,0.002121196,0.008616806,0.01529912,0.007738181,0.004659305,0.001676711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459344,"about_ca_system_score_gemma":0.007919548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789771,"about_ca_topic_score_gemma":0.001363775,"domain_scores_codex":[0.9800342,0.006903554,0.001178208,0.002380575,0.006294932,0.003208366],"domain_scores_gemma":[0.9674158,0.01386283,0.006368752,0.002344922,0.004911651,0.005096102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000331612,0.0009998251,0.03042044,0.002378372,0.0002661929,0.0008314151,0.006176181,0.001487683,0.004449232,0.578284,0.04257111,0.331804],"study_design_scores_gemma":[0.0001978748,0.00167617,0.023366,0.003467933,0.000407783,0.001150531,0.01487075,0.006509671,0.008187988,0.273286,0.6666622,0.0002171587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.111698,0.02343533,0.1024302,0.4678193,0.006184661,0.001075603,0.0004885758,0.002342026,0.2845263],"genre_scores_gemma":[0.9245629,0.01258141,0.02040157,0.02029665,0.003202155,0.0006456855,0.0001342711,0.0002389631,0.01793642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0201285,"threshold_uncertainty_score":0.106451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}