{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"24417b9d9b1d","filters":{"venue":"Safety in Extreme Environments"}},"results":[{"id":"W2968600064","doi":"10.1007/s42797-019-00002-9","title":"Review of energy storage technologies in harsh environment","year":2019,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Energy storage; Greenhouse gas; Environmental science; Energy consumption; Automotive engineering; Battery (electricity); Electricity generation; Process engineering; Electrical engineering; Engineering; Computer science; Power (physics)","authors":[{"name":"Yoka Cho","is_ca":true},{"name":"Hossam A. Gabbar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02199437847986799,"gpt":0.2099343711602231,"spread":0.1879399926803551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573534,0.0006902072,0.000778817,0.001839735,0.0002952632,0.001044023,0.0009230602,0.0007892828,0.003923619],"category_scores_gemma":[0.0005440341,0.0002961332,0.0003583808,0.002956323,0.000314411,0.001823165,0.000566715,0.0007327609,0.001484844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602945,"about_ca_system_score_gemma":0.001005866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006452119,"about_ca_topic_score_gemma":0.001353442,"domain_scores_codex":[0.9998043,0.00002401641,0.00002993711,0.00004702323,0.00007105797,0.00002374639],"domain_scores_gemma":[0.9997092,0.0001109703,0.00004161398,0.00001409842,0.0001019421,0.00002217667],"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":[0.0001077902,0.0001099528,0.0002705116,0.03534063,0.0001272358,0.000203788,0.00008349011,0.001066646,0.01336146,0.01714829,0.05516952,0.8770108],"study_design_scores_gemma":[0.00000504028,0.000079488,0.0004483311,0.00169271,0.00006237526,0.0004004502,0.00005436556,0.0002204423,0.002594061,0.002670017,0.991757,0.00001572855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000448525,0.9952553,0.0007347413,0.0003110079,0.0006175579,0.000006967398,0.000041654,0.00001043344,0.002573789],"genre_scores_gemma":[0.002527379,0.994337,0.000661991,0.0002325981,0.0005109192,0.000008650766,0.00006536754,0.000004148376,0.001651931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003923619,"threshold_uncertainty_score":0.01312584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995099659","doi":"10.1007/s42797-019-00012-7","title":"An explorative object-oriented Bayesian network model for oil spill response in the Arctic Ocean","year":2019,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; University of Manitoba","funders":"","keywords":"Oil spill; Bayesian network; Environmental science; Arctic; Dispersant; The arctic; Petroleum engineering; Computer science; Oceanography; Engineering; Geology; Environmental engineering; Dispersion (optics); Machine learning","authors":[{"name":"Mawuli Afenyo","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Brian Veitch","is_ca":true},{"name":"Adolf K.Y. Ng","is_ca":true},{"name":"Zaman Sajid","is_ca":true},{"name":"Faisal Fahd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0207999490040792,"gpt":0.2313319151586732,"spread":0.210531966154594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002808792,0.0008536092,0.001570658,0.001346451,0.0008480363,0.00176554,0.002815617,0.002766654,0.002465326],"category_scores_gemma":[0.008130383,0.001147061,0.001026093,0.001456998,0.001648399,0.002199539,0.001766435,0.001737218,0.0003180535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268823,"about_ca_system_score_gemma":0.002141102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06610457,"about_ca_topic_score_gemma":0.04847801,"domain_scores_codex":[0.9993308,0.0002947806,0.00002940639,0.0001654653,0.00008535737,0.00009415844],"domain_scores_gemma":[0.9960837,0.00294787,0.0003826466,0.0001018754,0.0003214131,0.0001625005],"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":[0.0000329252,0.00001147103,0.0005703637,0.000008937505,0.00001742236,0.00002576129,0.0000239999,0.991635,0.00006429029,0.00550073,0.0001417244,0.001967294],"study_design_scores_gemma":[0.000005117818,0.000003009012,0.0000785896,0.000001957286,0.000005031061,0.00000304413,0.000003902051,0.9972495,0.00001614512,0.002570008,0.00006028145,0.000003410317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1415346,0.0004984955,0.8513702,0.001603458,0.00008014052,0.00007672702,0.0007951318,0.0004098339,0.003631523],"genre_scores_gemma":[0.9428005,0.000472329,0.049166,0.0001868752,0.00007770974,0.000167729,0.0005437619,0.00006813571,0.006517021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06610457,"threshold_uncertainty_score":0.1314396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171706488","doi":"10.1007/s42797-021-00028-y","title":"Environmental load estimation for offshore structures considering parametric dependencies","year":2021,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Copula (linguistics); Joint probability distribution; Multivariate statistics; Parametric statistics; Econometrics; Bivariate analysis; Statistics; Marginal distribution; Mathematics; Computer science; Random variable","authors":[{"name":"Adhitya Ryan Ramadhani","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Bruce Colbourne","is_ca":true},{"name":"Salim Ahmed","is_ca":true},{"name":"Mohammed Taleb‐Berrouane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.115366732906066,"gpt":0.295979808244132,"spread":0.180613075338066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375127,0.0006340469,0.0005430655,0.0006008822,0.000281503,0.0005149345,0.0006678961,0.0007554229,0.0009243221],"category_scores_gemma":[0.001807798,0.0004884127,0.0004560981,0.0004523743,0.0004592932,0.001044634,0.0009482485,0.0004735929,0.0001945559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737467,"about_ca_system_score_gemma":0.0004589711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005123258,"about_ca_topic_score_gemma":0.005525726,"domain_scores_codex":[0.9997925,0.00005292203,0.000007835072,0.00004084123,0.0000690811,0.00003679272],"domain_scores_gemma":[0.9994081,0.0003689537,0.00008514916,0.00003663904,0.00007744347,0.0000236473],"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":[0.00002625349,0.00001273735,0.0009668492,0.000009453942,0.000008859897,0.00004059586,0.00001494537,0.9914666,0.000991664,0.000493914,0.00005888289,0.005909266],"study_design_scores_gemma":[8.194211e-7,0.000006210747,0.0006212447,0.000001074161,0.000002194102,0.000004502735,0.000007221584,0.9986314,0.0002591154,0.0004332201,0.00003055991,0.000002349851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3372443,0.00008568913,0.6595522,0.0001250499,0.0000120421,0.00001651141,0.00008766657,0.0001233716,0.002753156],"genre_scores_gemma":[0.9877723,0.00005360426,0.01106455,0.000008121291,0.000009740188,0.00001370785,0.00008323779,0.00002332963,0.0009713288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005123258,"threshold_uncertainty_score":0.01018685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158788664","doi":"10.1007/s42797-021-00034-0","title":"Surface tension and wettability analysis during the interaction of alkali-nano silica and its effect on acidic crude oil","year":2021,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wetting; Surface tension; Alkali metal; Produced water; Contact angle; Petroleum engineering; Enhanced oil recovery; Chemical engineering; Chemistry; Drilling fluid; Nano-; Drop (telecommunication); Materials science; Geology; Composite material; Organic chemistry; Drilling; Metallurgy; Engineering","authors":[{"name":"Shams Anwar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01067478397672003,"gpt":0.2192294219996634,"spread":0.2085546380229434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001015357,0.0001920187,0.0001200733,0.0001702113,0.0001954282,0.0001151106,0.0001332313,0.0001802015,0.001155928],"category_scores_gemma":[0.0001942611,0.00009100889,0.000262519,0.0001844132,0.0001615757,0.0001892745,0.0001264408,0.000287407,0.0001413193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343914,"about_ca_system_score_gemma":0.0001107551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525787,"about_ca_topic_score_gemma":0.00229502,"domain_scores_codex":[0.9998984,0.00000855532,0.000005311197,0.0000214109,0.00003951694,0.00002659958],"domain_scores_gemma":[0.9998835,0.00002983146,0.00003098227,0.000005694292,0.00003601472,0.00001392419],"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":[0.0001181413,0.00001272452,0.0004965581,0.00002659966,0.000006385697,0.00003823216,0.00004167616,0.00009173038,0.9981275,0.00002642674,0.00001900113,0.0009949455],"study_design_scores_gemma":[0.00000201391,0.0001206373,0.005491526,0.000001740192,0.000009061554,0.00004130945,0.00005785178,0.0009441158,0.9930352,0.00001174862,0.0002789339,0.000005820626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986011,0.0002014793,0.0006164397,0.00001290723,0.000006943076,0.000003838992,0.00006108297,0.000008696999,0.0004875514],"genre_scores_gemma":[0.9985366,0.0001512343,0.0003734799,0.000009932504,0.000003945038,0.000005518564,0.00007181893,0.000004071346,0.0008433516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001525787,"threshold_uncertainty_score":0.00386703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242309704","doi":"10.1007/s42797-020-00018-6","title":"Reliability assessment of drag embedment anchors in sand and the effect of idealized anchor geometry","year":2020,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Embedment; Mooring; Catenary; Reliability (semiconductor); First-order reliability method; Limit state design; Drag; Structural engineering; Geotechnical engineering; Anchoring; Drag coefficient; Eccentricity (behavior); Engineering; Probabilistic logic; Marine engineering; Mathematics; Statistics","authors":[{"name":"Amin Aslkhalili","is_ca":true},{"name":"Hodjat Shiri","is_ca":true},{"name":"Sohrab Zendehboudi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00733384566314519,"gpt":0.20710453782364,"spread":0.1997706921604948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002303559,0.0005232891,0.0005128786,0.001274998,0.0003389979,0.0006794474,0.0006952066,0.0007149135,0.000563385],"category_scores_gemma":[0.01448774,0.0003450018,0.0003798375,0.000588648,0.0008659922,0.0008590381,0.0006338294,0.0003425184,0.0001783334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485905,"about_ca_system_score_gemma":0.0004474933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361435,"about_ca_topic_score_gemma":0.002068464,"domain_scores_codex":[0.9987884,0.0003620861,0.00007389444,0.0001905538,0.0004565332,0.000128538],"domain_scores_gemma":[0.9859582,0.007176729,0.001742,0.00149947,0.003379203,0.0002444299],"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":[0.002233919,0.0001300236,0.05975287,0.0002287607,0.000117964,0.0005175082,0.0003868067,0.8733362,0.030335,0.002625206,0.0004044076,0.02993138],"study_design_scores_gemma":[0.00002945517,0.00100431,0.02504617,0.00003310811,0.0000830717,0.0002859112,0.0002687158,0.948195,0.02312537,0.001503313,0.0003718665,0.00005367093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466982,0.0001820338,0.05203004,0.00005016677,0.00002603308,0.00001767175,0.00009335064,0.0001615456,0.0007407896],"genre_scores_gemma":[0.9979741,0.00003010755,0.001866673,0.00000224702,0.000002361221,0.000002674961,0.00003304933,0.00000665065,0.00008217467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361435,"threshold_uncertainty_score":0.01218253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998929985","doi":"10.1007/s42797-019-00014-5","title":"Emergency preparedness for management of main propulsion engine failure on a bulker during harsh weather at sea","year":2020,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Charter; Work (physics); Port (circuit theory); Engineering; Propulsion; Marine engineering; On board; Emergency management; Aeronautics","authors":[{"name":"Mohan Anantharaman","is_ca":false},{"name":"Rabiul Islam","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Vikram Garaniya","is_ca":false},{"name":"Barrie Lewarn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919964742467653,"gpt":0.2040126548445783,"spread":0.1848130074199018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003691906,0.0004630105,0.000283251,0.0004968736,0.001222229,0.0006346769,0.0007992774,0.001081439,0.01042029],"category_scores_gemma":[0.001718254,0.0001462569,0.0003430224,0.0001212155,0.0002140273,0.0004512741,0.001075435,0.001222704,0.001101277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937433,"about_ca_system_score_gemma":0.001386521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347919,"about_ca_topic_score_gemma":0.003033037,"domain_scores_codex":[0.999774,0.00003648491,0.00001721063,0.00002600297,0.00003021053,0.0001161862],"domain_scores_gemma":[0.9993933,0.00006970996,0.00007080699,0.00001843839,0.0001170152,0.0003307615],"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":[0.008923838,0.003660441,0.2593311,0.001383313,0.000259322,0.06004093,0.008501398,0.01172745,0.04812746,0.002364063,0.09507799,0.5006027],"study_design_scores_gemma":[0.001075929,0.0146716,0.738507,0.003096915,0.0004892644,0.03844815,0.04610718,0.02717087,0.02633588,0.00671279,0.09694249,0.0004418289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466295,0.001596473,0.01143898,0.007666265,0.00219213,0.0009114838,0.000675178,0.0009757461,0.02791433],"genre_scores_gemma":[0.9900244,0.0004862054,0.004379941,0.000562591,0.0002473981,0.0001654381,0.0003185911,0.00004967522,0.003765777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042029,"threshold_uncertainty_score":0.03485936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223516117","doi":"10.1007/s42797-022-00055-3","title":"Effects of operating conditions on corrosion behaviour of 13% Cr stainless steel in H2S environment","year":2022,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Environmental science","authors":[{"name":"Mohammed Abdul Rahman","is_ca":true},{"name":"Shams Anwar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047474609548993,"gpt":0.241078664953787,"spread":0.220603918858297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002236397,0.0003093849,0.0002795151,0.0001729165,0.0002958124,0.0003766296,0.0002625723,0.0003791461,0.001656626],"category_scores_gemma":[0.0006430644,0.000164465,0.0002705488,0.0002680049,0.0002530442,0.0003303574,0.0001395225,0.0003619758,0.0002562826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541768,"about_ca_system_score_gemma":0.0002349404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322997,"about_ca_topic_score_gemma":0.004993338,"domain_scores_codex":[0.9997023,0.0000397483,0.00002240829,0.00005555145,0.00008834741,0.00009173055],"domain_scores_gemma":[0.9995092,0.0001394425,0.00008219635,0.00003719402,0.0001852029,0.00004675223],"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":[0.003093287,0.0001194324,0.003475103,0.0001594153,0.00004317849,0.0004547841,0.0002299869,0.001177091,0.9867759,0.00007129005,0.0003133235,0.004087097],"study_design_scores_gemma":[0.00001086713,0.001350963,0.01823215,0.00001044236,0.0000351213,0.0001093294,0.0003846811,0.001975698,0.976929,0.00003608007,0.0009034576,0.00002222148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999163,0.0001358382,0.000156542,0.00002048223,0.00001263592,0.000002784974,0.0001352962,0.00001338785,0.0003600938],"genre_scores_gemma":[0.9990657,0.0001005799,0.0001897782,0.00001314784,0.000005193977,0.000002476234,0.0001247179,0.000008712437,0.0004896056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00322997,"threshold_uncertainty_score":0.006422341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385345607","doi":"10.1007/s42797-023-00077-5","title":"Pluvial flash flood-traffic interactions in current and future climates for the City of Ottawa","year":2023,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flash flood; Environmental science; Flood myth; Precipitation; Flooding (psychology); Meteorology; Return period; Snow; Range (aeronautics); Climatology; Current (fluid); Pluvial; Hydrology (agriculture); Geography; Geology; Engineering","authors":[{"name":"Keihan Kouroshnejad","is_ca":true},{"name":"Laxmi Sushama","is_ca":true},{"name":"Hiran Sandanayake","is_ca":false},{"name":"Ryan Cooke","is_ca":false},{"name":"Oveys Ziya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.033719868365881,"gpt":0.2771630674485947,"spread":0.2434431990827137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001993823,0.0002103591,0.0001426088,0.0005588514,0.001676001,0.001198611,0.0005234311,0.0003970533,0.003254039],"category_scores_gemma":[0.0006630443,0.0001900816,0.0005299458,0.0009767788,0.0004176149,0.0006292795,0.001028257,0.0005489581,0.0004132101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009041201,"about_ca_system_score_gemma":0.006198666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.939317,"about_ca_topic_score_gemma":0.9853252,"domain_scores_codex":[0.9998078,0.00002544337,0.00001164546,0.00002409803,0.00002918699,0.0001017963],"domain_scores_gemma":[0.9995767,0.00004457722,0.0000630241,0.0000159817,0.0001350333,0.0001646853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001883481,0.00004874714,0.989499,0.00002902772,0.00006185767,0.0002470125,0.001846581,0.001318036,0.0003286379,0.0001890002,0.00188362,0.004360113],"study_design_scores_gemma":[0.000002572286,0.00002452019,0.991339,0.000008007274,0.00001847368,0.00004295616,0.00706471,0.0005638414,0.00005890254,0.0000378881,0.0008235006,0.00001553146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957962,0.00006171662,0.00004186849,0.0002188109,0.000006769165,0.000006749608,0.002219285,0.00000629003,0.001642274],"genre_scores_gemma":[0.9971113,0.00008304926,0.00006802477,0.00002098331,0.000003236767,0.00000754756,0.000873669,0.00000294864,0.001829257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06068301,"threshold_uncertainty_score":0.1220807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986687800","doi":"10.1007/s42797-019-00006-5","title":"Reliability assessment of drag embedment anchors in sand and the effect of idealized anchor geometry","year":2019,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Embedment; Mooring; Catenary; Reliability (semiconductor); First-order reliability method; Drag; Limit state design; Structural engineering; Geotechnical engineering; Drag coefficient; Eccentricity (behavior); Engineering; Probabilistic logic; Marine engineering; Mathematics; Statistics","authors":[{"name":"Amin Aslkhalili","is_ca":true},{"name":"Hodjat Shiri","is_ca":true},{"name":"Sohrab Zendehboudi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003968512885778494,"gpt":0.2009765456425179,"spread":0.1970080327567394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348258,0.0005262418,0.0005122508,0.001276769,0.0003409042,0.0006779794,0.0006883394,0.0007117406,0.0005527955],"category_scores_gemma":[0.01461892,0.0003434819,0.0003824665,0.000587354,0.00086453,0.000848453,0.0006439191,0.0003422822,0.0001764394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425666,"about_ca_system_score_gemma":0.0004476004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269328,"about_ca_topic_score_gemma":0.001980493,"domain_scores_codex":[0.9987391,0.0003746426,0.00007846266,0.00019888,0.0004762536,0.0001327715],"domain_scores_gemma":[0.9856672,0.00721888,0.001820172,0.001554198,0.003489183,0.0002503683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00237599,0.0001365012,0.06521318,0.0002412839,0.0001257913,0.0005425884,0.0004117075,0.8646872,0.03190551,0.002624915,0.0004080922,0.03132733],"study_design_scores_gemma":[0.00003075875,0.001052262,0.02712612,0.0000341635,0.00008730482,0.0002958034,0.0002803523,0.9447505,0.02440412,0.001504235,0.0003783577,0.00005602918],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473459,0.0001756966,0.05145079,0.0000476553,0.00002589914,0.00001746234,0.00009065795,0.0001564103,0.000689587],"genre_scores_gemma":[0.9979833,0.0000292334,0.001861236,0.00000217289,0.000002357258,0.000002679765,0.00003282577,0.000006420825,0.00007967466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002348258,"threshold_uncertainty_score":0.01241893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003625947","doi":"10.1007/s42797-019-00010-9","title":"Comparative statistical analysis of simulated ice management effectiveness","year":2019,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"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":"Confidence interval; Statistics; Normality; Cadet; Crew; Jackknife resampling; Sample (material); Mathematics; Engineering; Geography; Aeronautics","authors":[{"name":"Amy Price","is_ca":true},{"name":"Maria Yulmetova","is_ca":true},{"name":"Sarah Khalil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02485484107527303,"gpt":0.2646830098880896,"spread":0.2398281688128166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007799841,0.0002761456,0.0004741566,0.001681084,0.0001635798,0.0008967406,0.000553783,0.0003664143,0.002342923],"category_scores_gemma":[0.04407712,0.0001035549,0.0007013919,0.001150012,0.0005134544,0.0005965266,0.0005391511,0.0004680554,0.0002178126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352003,"about_ca_system_score_gemma":0.0003148763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008608752,"about_ca_topic_score_gemma":0.0005676294,"domain_scores_codex":[0.9933549,0.003699445,0.0004970133,0.000702672,0.001432778,0.0003132535],"domain_scores_gemma":[0.9144897,0.07412222,0.004674174,0.002300039,0.003563533,0.0008503264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01006031,0.001916385,0.7769405,0.0005626887,0.001948499,0.0003202994,0.002349562,0.08952793,0.008913605,0.002304838,0.001301983,0.1038534],"study_design_scores_gemma":[0.00007652968,0.008767723,0.8514372,0.00005998051,0.0002890242,0.0002081062,0.002364594,0.125762,0.008526705,0.001110794,0.001310546,0.00008679685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948733,0.00006568728,0.00393504,0.00001074279,0.00001126313,0.00003852632,0.0002875156,0.00003218307,0.0007456053],"genre_scores_gemma":[0.9985178,0.00002084278,0.0008942344,0.000003760292,0.000004537548,0.00005880584,0.0003662906,0.000006756169,0.0001269781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007799841,"threshold_uncertainty_score":0.04125005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}