{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":853,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":853,"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":"f37c1f8cb9d3","filters":{"topic":"Offshore Engineering and Technologies"}},"results":[{"id":"W2970549714","doi":"10.5860/choice.48-4483","title":"Managed annihilation: an unnatural history of the Newfoundland cod collapse","year":2011,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":164,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Annihilation; History; Genealogy; Nuclear physics; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05496320309338424,"gpt":0.2414937552261928,"spread":0.1865305521328086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111223,0.0002773032,0.0002295098,0.0007163587,0.00859528,0.004616226,0.000632528,0.002522251,0.01268862],"category_scores_gemma":[0.002284111,0.0001970119,0.0002042797,0.0006223227,0.007745698,0.002118604,0.003339113,0.00351762,0.0007474227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01647488,"about_ca_system_score_gemma":0.009225962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5230206,"about_ca_topic_score_gemma":0.8030133,"domain_scores_codex":[0.9992687,0.00008222526,0.00001861004,0.00008452374,0.0001991624,0.0003467612],"domain_scores_gemma":[0.999171,0.0001794291,0.00009766823,0.0001317246,0.0002281063,0.0001920285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003663097,0.0001631804,0.02192702,0.0002807779,0.0001298929,0.004789423,0.03166086,0.001926128,0.002340237,0.4602703,0.3457572,0.1303886],"study_design_scores_gemma":[0.000007634744,0.0000321124,0.0174571,0.0002517619,0.00001094182,0.0002656722,0.01000662,0.0002783422,0.0004424191,0.006526343,0.9646792,0.00004182702],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.272957,0.007392462,0.001887389,0.08150195,0.00165884,0.00003546714,0.000614186,0.0001509078,0.6338018],"genre_scores_gemma":[0.7962619,0.003441823,0.000549862,0.009894877,0.0003566243,0.00002194585,0.0001406584,0.0001218368,0.1892104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4769794,"threshold_uncertainty_score":0.9595768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293700667","doi":"10.1016/j.marpolbul.2016.01.004","title":"Offshore produced water management: A review of current practice and challenges in harsh/Arctic environments","year":2016,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Oceans Limited (Canada); Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Research and Development Corporation of Newfoundland and Labrador; American Bureau of Shipping","keywords":"Submarine pipeline; Arctic; Environmental science; Scope (computer science); Vulnerability (computing); Environmental resource management; Current (fluid); Environmental planning; The arctic; Offshore oil and gas; Water quality; Environmental protection; Oceanography; Business; Computer science; Geology; Ecology","authors":[{"name":"Jisi Zheng","is_ca":true},{"name":"Bing Chen","is_ca":true},{"name":"Worakanok Thanyamanta","is_ca":true},{"name":"Kelly Hawboldt","is_ca":true},{"name":"Baiyu Zhang","is_ca":true},{"name":"Bo Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03488765494038178,"gpt":0.2606066770288099,"spread":0.2257190220884281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884137,0.0008157822,0.001639763,0.004337033,0.0003767408,0.002055657,0.001173013,0.001462285,0.00259307],"category_scores_gemma":[0.002568591,0.0003854568,0.0007777228,0.007105657,0.0007442562,0.002241306,0.0009765858,0.001047435,0.000641771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009979274,"about_ca_system_score_gemma":0.003363881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004064196,"about_ca_topic_score_gemma":0.01084315,"domain_scores_codex":[0.9991818,0.0001264964,0.0002100883,0.0001410817,0.0002893655,0.0000511319],"domain_scores_gemma":[0.9977248,0.001223555,0.0004490806,0.0000331401,0.0004794452,0.00008988273],"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":[0.00008497902,0.00009760069,0.0009749603,0.07317355,0.0001581859,0.0001561951,0.000214289,0.0005230472,0.0008803502,0.002470281,0.01483871,0.9064279],"study_design_scores_gemma":[0.00001985924,0.00023022,0.005959576,0.04253227,0.0005494521,0.00113235,0.0009285128,0.000286284,0.0007687708,0.002106821,0.9454123,0.00007346927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001945709,0.9989381,0.00008200874,0.0002686835,0.00009105761,0.00000373753,0.00002190902,0.000002858027,0.0003971008],"genre_scores_gemma":[0.0009044178,0.9986273,0.000174595,0.0001140635,0.00007487314,0.000002423002,0.00001554232,7.628889e-7,0.00008607571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004337033,"threshold_uncertainty_score":0.009964347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W629725575","doi":"10.1142/8283","title":"Arctic Offshore Engineering","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Marine engineering; The arctic; Oceanography; Geography; Engineering; Geology","authors":[{"name":"Andrew Palmer","is_ca":false},{"name":"Ken Croasdale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0143077272366176,"gpt":0.1758686147706624,"spread":0.1615608875340448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002758534,0.0006358529,0.0002747584,0.00102907,0.001526373,0.002710855,0.0003658435,0.0008027897,0.03667542],"category_scores_gemma":[0.0005520836,0.0002124392,0.0002163299,0.001340241,0.0005068639,0.001401345,0.001259232,0.001238512,0.02395266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009709256,"about_ca_system_score_gemma":0.001469165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281913,"about_ca_topic_score_gemma":0.01345312,"domain_scores_codex":[0.999662,0.00003348511,0.00001267442,0.0000350279,0.0002356414,0.00002117563],"domain_scores_gemma":[0.9997404,0.00005363394,0.00001517363,0.00002300648,0.0001231643,0.00004462574],"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":[0.00001002822,0.00002480928,0.0001603643,0.0003626757,0.00000314336,0.0002049902,0.0007678438,0.0007461346,0.001320549,0.07062691,0.6442053,0.2815673],"study_design_scores_gemma":[2.529194e-7,0.000002714311,0.00007662574,0.00009432069,4.887355e-7,0.0001109846,0.00007622415,0.0000463315,0.00009320342,0.001788931,0.9977084,0.000001446606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007673895,0.01943943,0.00375864,0.001664638,0.003580085,0.00001879871,0.0001042881,0.0001595765,0.9705072],"genre_scores_gemma":[0.003068361,0.01733347,0.002516239,0.0003428486,0.0003902484,0.00001250536,0.0001128931,0.0001024598,0.976121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03667542,"threshold_uncertainty_score":0.1226915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1753599298","doi":"10.3968/j.est.1923847920120402.635","title":"HPHT 101-What Petroleum Engineers and Geoscientists Should Know About High Pressure High Temperature Wells Environment","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Petroleum; Petroleum industry; Drilling; High pressure; Petroleum engineering; Service (business); Fossil fuel; Frontier; Engineering; Geology; Business; Waste management; Geography; Environmental engineering; Mechanical engineering; Archaeology","authors":[{"name":"Arash Shadravan","is_ca":false},{"name":"Mahmood Amani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003084519576762423,"gpt":0.1696632615124146,"spread":0.1665787419356522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002451588,0.0005225803,0.0005139827,0.001191654,0.002218697,0.005468696,0.001070198,0.005727164,0.02713864],"category_scores_gemma":[0.00909468,0.0003893276,0.0004206931,0.001343679,0.002485882,0.009975227,0.002366082,0.006146773,0.01681646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604859,"about_ca_system_score_gemma":0.006608975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009227675,"about_ca_topic_score_gemma":0.01790839,"domain_scores_codex":[0.9983877,0.0002812787,0.000111299,0.0001313014,0.0008967707,0.0001916355],"domain_scores_gemma":[0.9917663,0.00152627,0.0004484444,0.0004740837,0.002962252,0.002822732],"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":[0.00002703946,0.0000939524,0.001448067,0.0007173393,0.00000640928,0.0003853955,0.0004780123,0.00009588854,0.0004952547,0.00353899,0.7550657,0.2376478],"study_design_scores_gemma":[0.000003734324,0.00003187432,0.001740898,0.001379857,0.000003858277,0.0005508068,0.001562659,0.00004641703,0.0001890497,0.004998958,0.9894778,0.00001407417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002909037,0.139422,0.002386134,0.6906839,0.04143987,0.00005924522,0.0008015496,0.000381607,0.1219167],"genre_scores_gemma":[0.05444889,0.3800761,0.01137614,0.3677762,0.03287829,0.0001170165,0.002326407,0.0004562233,0.1505448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02713864,"threshold_uncertainty_score":0.09078783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038005825","doi":"10.4043/25273-ms","title":"Industry Survey of Past Failures, Pre-emptive Replacements and Reported Degradations for Mooring Systems of Floating Production Units","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Mooring; Line (geometry); Environmental science; Population; Marine engineering; Reliability engineering; Engineering; Mathematics","authors":[{"name":"E. Fontaine","is_ca":false},{"name":"Andrew Kilner","is_ca":false},{"name":"C. Carra","is_ca":false},{"name":"D. Washington","is_ca":false},{"name":"KT Ma","is_ca":false},{"name":"Amal C. Phadke","is_ca":true},{"name":"D. Laskowski","is_ca":true},{"name":"G. Kusiński","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03672643167080188,"gpt":0.2467511848161365,"spread":0.2100247531453346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221126,0.0002248942,0.0002094906,0.003468397,0.0002922656,0.0003558389,0.0002853272,0.0002906684,0.001787551],"category_scores_gemma":[0.00252366,0.0001845794,0.0002952486,0.001902764,0.0001746987,0.0003836592,0.0003685459,0.0002402495,0.000620336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141841,"about_ca_system_score_gemma":0.0003577926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007277625,"about_ca_topic_score_gemma":0.009837279,"domain_scores_codex":[0.9989166,0.0002107171,0.0001497102,0.0001815276,0.0003902276,0.0001511941],"domain_scores_gemma":[0.9936723,0.0009875644,0.002425521,0.000209807,0.002285252,0.000419675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004710298,0.00004032187,0.9917843,0.000030712,0.00002499815,0.00006308542,0.0001338405,0.0001518617,0.0008688676,0.000009016489,0.0002233782,0.006622458],"study_design_scores_gemma":[7.305241e-7,0.0001774562,0.998198,0.000009264271,0.000007302146,0.0001468827,0.0003256541,0.0001954654,0.0003501031,0.000003682487,0.0005821287,0.000003292189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976108,0.0001672762,0.0002993701,0.00002351079,0.000002161755,0.00001215967,0.001400782,0.0000157659,0.0004682456],"genre_scores_gemma":[0.9959362,0.0002790804,0.0003696633,0.00002199538,0.000005539765,0.00001837695,0.002224615,0.000004885427,0.001139696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007277625,"threshold_uncertainty_score":0.01447058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176253921","doi":"10.1016/j.oceaneng.2021.109323","title":"Probabilistic fatigue failure assessment of free spanning subsea pipeline using dynamic Bayesian network","year":2021,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Probabilistic logic; Pipeline (software); Pipeline transport; Bayesian network; Reliability engineering; Computer science; Engineering; Dynamic Bayesian network; Structural engineering; Machine learning; Artificial intelligence; Marine engineering","authors":[{"name":"Xinhong Li","is_ca":false},{"name":"Yi Zhang","is_ca":false},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Guoming Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019352867336426,"gpt":0.2276398638850841,"spread":0.2174463352117199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140863,0.000736979,0.0008250275,0.001559643,0.0003823588,0.000543758,0.001110021,0.001231696,0.001451377],"category_scores_gemma":[0.003706238,0.0005944734,0.0008555399,0.0008107898,0.0005509106,0.001270864,0.0007076184,0.0006552459,0.0001976381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614595,"about_ca_system_score_gemma":0.0007208199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729654,"about_ca_topic_score_gemma":0.01529383,"domain_scores_codex":[0.9995525,0.0001104306,0.00002364057,0.0001333603,0.0001189062,0.00006114233],"domain_scores_gemma":[0.9985689,0.0008318815,0.0002077101,0.00005461758,0.0002887107,0.00004822182],"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":[0.00005600027,0.00001733843,0.003021164,0.00002147659,0.00002028729,0.00004091105,0.00002081733,0.9873844,0.0004471438,0.00105166,0.0001727241,0.007746027],"study_design_scores_gemma":[0.000001245231,0.000008046364,0.0007329339,0.000002232348,0.00000457676,0.000006554675,0.000003644529,0.9985518,0.00006941161,0.0005869023,0.00002940626,0.00000326215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3482763,0.0004873396,0.6471115,0.0002793508,0.00003024432,0.00007065162,0.0004664802,0.0002962145,0.002981949],"genre_scores_gemma":[0.9848935,0.0001473562,0.01281532,0.00002225966,0.00001404759,0.00004639586,0.0003731578,0.00001648787,0.001671371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01729654,"threshold_uncertainty_score":0.0343917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023535569","doi":"10.1016/j.egypro.2013.06.542","title":"The Alberta Carbon Trunk Line and the Benefits of CO2","year":2013,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Spectra Energy (Canada)","funders":"","keywords":"Refinery; Tonne; Greenhouse gas; Carbon capture and storage (timeline); Oil refinery; Fossil fuel; Environmental science; General partnership; Pipeline transport; Waste management; Engineering; Environmental engineering; Climate change; Business; Geology","authors":[{"name":"Susan Cole","is_ca":true},{"name":"Sarah Itani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003238532902968659,"gpt":0.1485988385406494,"spread":0.1453603056376808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000797352,0.0004229376,0.0001448792,0.001143029,0.003405827,0.005880871,0.0007096366,0.001783998,0.01593113],"category_scores_gemma":[0.00169072,0.000149881,0.000219936,0.001612732,0.001663178,0.002147214,0.002612501,0.001250676,0.001569249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01938882,"about_ca_system_score_gemma":0.03823113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8118533,"about_ca_topic_score_gemma":0.9239559,"domain_scores_codex":[0.9986866,0.00007970518,0.00001455143,0.00005780218,0.0008021836,0.0003592373],"domain_scores_gemma":[0.9987924,0.00006257057,0.00003158858,0.00005077403,0.0007280884,0.0003345214],"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":[0.0001833686,0.00006436651,0.005633262,0.0001645247,0.00001954303,0.000605464,0.00048936,0.001533126,0.001429971,0.2658809,0.5419078,0.1820882],"study_design_scores_gemma":[0.00001110511,0.00001698305,0.005710179,0.0001035421,0.000007595652,0.00008479888,0.0006372286,0.0002776037,0.0004014195,0.01043516,0.9822913,0.00002298929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01891355,0.0149495,0.001220741,0.05751576,0.002090693,0.00005193023,0.001372664,0.0003606543,0.9035245],"genre_scores_gemma":[0.5060938,0.01845684,0.004419135,0.01875823,0.0006509757,0.00004464378,0.002076466,0.000261262,0.4492386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1881467,"threshold_uncertainty_score":0.3785095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037537450","doi":"10.1016/j.conbuildmat.2007.06.001","title":"Development of innovative coating technology for pipeline operation crossing the permafrost terrain","year":2007,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Coating; Pipeline transport; Cathodic protection; Integrity management; Pipeline (software); Materials science; Terrain; Epoxy; Permafrost; Process engineering; Marine engineering; Petroleum engineering; Environmental science; Forensic engineering; Composite material; Mechanical engineering; Engineering; Electrochemistry; Geology; Environmental engineering","authors":[{"name":"Lin Niu","is_ca":true},{"name":"Y. Frank Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148032577842887,"gpt":0.2497346248584885,"spread":0.2382542990800597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827144,0.0003389528,0.0002460887,0.000518602,0.0003620975,0.0005390738,0.0005311795,0.000562833,0.001372396],"category_scores_gemma":[0.0002956559,0.0002286374,0.0004067883,0.000398519,0.000230691,0.0005762607,0.0002803598,0.0004778327,0.0003771594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004781762,"about_ca_system_score_gemma":0.0007403754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437829,"about_ca_topic_score_gemma":0.002474698,"domain_scores_codex":[0.9997609,0.00001709003,0.00001183539,0.00003637034,0.0001298206,0.00004404877],"domain_scores_gemma":[0.999801,0.00002037104,0.00002916359,0.00002575097,0.00009779844,0.00002589721],"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":[0.00005624254,0.00008211001,0.001158961,0.0002000562,0.0000157938,0.0002507965,0.0000937741,0.002138196,0.9524249,0.00245182,0.0005100148,0.04061738],"study_design_scores_gemma":[0.00004541149,0.0008163688,0.008006972,0.00003122164,0.0000605432,0.0009263773,0.00007259934,0.02078323,0.9419493,0.0004321444,0.02683966,0.00003621307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7656184,0.004506546,0.1956404,0.0003025895,0.0004958733,0.0003138788,0.0001438505,0.0005981658,0.03238023],"genre_scores_gemma":[0.8182492,0.002505314,0.1688058,0.00009278044,0.00005319808,0.00007449673,0.0001938568,0.00007866,0.009946737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001437829,"threshold_uncertainty_score":0.004591107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010596538","doi":"10.1115/1.4046564","title":"Dimensionless Groups of Parameters Governing the Ice-Seabed Interaction Process","year":2020,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":31,"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","keywords":"Dimensionless quantity; Seabed; Geotechnical engineering; Geology; Subsea; Deformation (meteorology); Range (aeronautics); Mechanics; Mathematics; Engineering; Physics","authors":[{"name":"Hamed Azimi","is_ca":true},{"name":"Hodjat Shiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313130442652552,"gpt":0.2026675613615092,"spread":0.1895362569349837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006950797,0.0005291225,0.000270515,0.0008529234,0.0001949202,0.0006167038,0.0003232882,0.0005104259,0.0007025141],"category_scores_gemma":[0.001881671,0.0002147073,0.0004389865,0.0005607554,0.0004636172,0.0005354665,0.0003721737,0.0002988754,0.000098062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906158,"about_ca_system_score_gemma":0.0003241826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004187393,"about_ca_topic_score_gemma":0.002742913,"domain_scores_codex":[0.9997244,0.0000752157,0.00002721943,0.00006230405,0.00007373931,0.00003712852],"domain_scores_gemma":[0.9993549,0.0003717856,0.0001473473,0.00004920251,0.00006076986,0.00001598106],"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":[0.00003154364,0.00002571421,0.02483511,0.00003417196,0.00002292113,0.0001577784,0.00008275197,0.9600937,0.005380366,0.000927183,0.00008821343,0.008320653],"study_design_scores_gemma":[0.00000190417,0.00002388233,0.01614803,0.000006202086,0.000007661096,0.00002817754,0.00007253936,0.9805971,0.00233357,0.0005991505,0.0001698411,0.00001191007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549593,0.00006513491,0.04342429,0.00003386556,0.000005449951,0.00003140624,0.0002265374,0.00008126195,0.001172743],"genre_scores_gemma":[0.9984441,0.00002452862,0.001292536,0.000002281347,6.956747e-7,0.0000115727,0.00007107589,0.000004205799,0.0001488554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004187393,"threshold_uncertainty_score":0.008326054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051897210","doi":"10.4043/25795-ms","title":"Recent Advances in Soil Response Modeling for Well Conductor Fatigue Analysis and Development of New Approaches","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Geotechnical engineering; Conductor; Displacement (psychology); Response analysis; Electrical conductor; Soil water; Stress (linguistics); Structural engineering; Engineering; Geology; Materials science; Soil science","authors":[{"name":"Arash Zakeri","is_ca":false},{"name":"Ed Clukey","is_ca":false},{"name":"Buba Kebadze","is_ca":false},{"name":"Philippe Jeanjean","is_ca":false},{"name":"Dan Walker","is_ca":false},{"name":"Gerry Piercey","is_ca":true},{"name":"Jack Templeton","is_ca":false},{"name":"Larry Connelly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1090316686199875,"gpt":0.2708152120597634,"spread":0.1617835434397759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446917,0.001161472,0.001026028,0.001183679,0.0002548589,0.001318871,0.002123873,0.001243266,0.002341214],"category_scores_gemma":[0.001488411,0.0006978987,0.001305432,0.001015919,0.0005475049,0.002024978,0.0009434143,0.001447527,0.001399803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007256648,"about_ca_system_score_gemma":0.0008396514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005186371,"about_ca_topic_score_gemma":0.004287327,"domain_scores_codex":[0.9993963,0.0001934376,0.00005361123,0.0001030764,0.0002198356,0.00003369202],"domain_scores_gemma":[0.9988678,0.0004067241,0.0001288778,0.0001567915,0.0003879865,0.00005194476],"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":[0.00004530184,0.0001456278,0.002023779,0.0006878732,0.0001025125,0.0001713385,0.0001962646,0.7320987,0.01383318,0.02857883,0.002993247,0.2191233],"study_design_scores_gemma":[0.000007749879,0.0000442991,0.0003869696,0.00009155355,0.00001723717,0.00004764885,0.00004275906,0.9687799,0.001769841,0.005248887,0.0235337,0.00002950224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01578529,0.008204479,0.9636083,0.001095476,0.0001942325,0.00006268589,0.000199158,0.001210918,0.00963944],"genre_scores_gemma":[0.340345,0.05193226,0.5915832,0.0005649306,0.0008347915,0.0004209987,0.000880692,0.0008619472,0.01257629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005186371,"threshold_uncertainty_score":0.01031238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239037957","doi":"10.2523/106817-ms","title":"Evaluation of the Potential for Gas and CO2 Leakage Along Wellbores","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Energy","funders":"","keywords":"Watson; Citation; Leakage (economics); Computer science; Information retrieval; World Wide Web; Artificial intelligence","authors":[{"name":"Theresa L. Watson","is_ca":false},{"name":"Stefan Bachu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083407862957228,"gpt":0.2256206276142103,"spread":0.214786548984638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288772,0.0007336533,0.0007163413,0.001615985,0.001119185,0.002132968,0.0008163362,0.001177522,0.00466462],"category_scores_gemma":[0.004523688,0.0003084492,0.0009041593,0.001756952,0.0006826362,0.002472111,0.001324533,0.0006115885,0.0009389437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821585,"about_ca_system_score_gemma":0.001394975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215558,"about_ca_topic_score_gemma":0.01844519,"domain_scores_codex":[0.9967013,0.0007645749,0.0001189208,0.0002959559,0.001726778,0.0003925171],"domain_scores_gemma":[0.9950837,0.001193641,0.000483618,0.0002760567,0.002576584,0.0003863682],"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":[0.02069459,0.001358094,0.2853723,0.002656038,0.0006256061,0.003587692,0.002428815,0.1902083,0.209213,0.003583875,0.009890718,0.270381],"study_design_scores_gemma":[0.0005382653,0.02678907,0.4162312,0.0006168736,0.001227997,0.0009860029,0.01499161,0.1025249,0.3978032,0.004295563,0.03352557,0.0004697799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741493,0.0008677844,0.008005567,0.0003455619,0.00004445207,0.0003776929,0.001694039,0.0002881487,0.01422744],"genre_scores_gemma":[0.9947063,0.0003163133,0.001361233,0.00002837785,0.000003651265,0.00006102301,0.0004629798,0.00004223898,0.003017786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215558,"threshold_uncertainty_score":0.02416968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495219435","doi":"10.1111/j.1467-9388.2011.00709.x","title":"Development of Canadian Arctic Offshore Oil and Gas Drilling: Lessons from the Gulf of Mexico","year":2011,"lang":"en","type":"article","venue":"Review of European Community & International Environmental Law","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Offshore drilling; Submarine pipeline; Arctic; Jurisdiction; The arctic; Offshore oil and gas; Drilling; Oil exploration; Environmental science; Oil drilling; Environmental protection; Fossil fuel; Environmental planning; Business; Environmental resource management; Oceanography; Petroleum engineering; Engineering; Geology; Law; Political science; Waste management","authors":[{"name":"Will Amos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03616884459456526,"gpt":0.2145182023919225,"spread":0.1783493577973572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695049,0.000266501,0.0002101593,0.001860451,0.005141477,0.003934477,0.0009234797,0.001047374,0.002223425],"category_scores_gemma":[0.003038196,0.0001571113,0.0002624412,0.003212026,0.001598583,0.00131274,0.001380263,0.001078494,0.0001355226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04664601,"about_ca_system_score_gemma":0.08927801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9759813,"about_ca_topic_score_gemma":0.9893351,"domain_scores_codex":[0.9992877,0.00008775308,0.00002991688,0.00006567853,0.0003350204,0.0001940759],"domain_scores_gemma":[0.9982914,0.0002148589,0.0001115305,0.00004251863,0.001183279,0.0001563783],"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":[0.0001792531,0.00007368643,0.0317021,0.002192738,0.0000918441,0.002917038,0.01179072,0.003730138,0.001057936,0.3246093,0.20813,0.4135253],"study_design_scores_gemma":[0.00002118434,0.00003188966,0.04441094,0.001576456,0.00007342239,0.0002369297,0.01019332,0.000343954,0.000511312,0.00408137,0.938479,0.00004012766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1173704,0.3027974,0.001456887,0.1864287,0.0008278173,0.000107763,0.001392945,0.00006865553,0.3895495],"genre_scores_gemma":[0.5205134,0.4130736,0.004861198,0.008795272,0.0001948139,0.00007881786,0.0006941202,0.00003649804,0.05175219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04664601,"threshold_uncertainty_score":0.3384421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057468089","doi":"10.4043/19869-ms","title":"SS: Flow Assurance: Understanding Kinetic Hydrate Inhibitor and Corrosion Inhibitor Interactions","year":2009,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Flow assurance; GRASP; Computer science; Hydrate; Corrosion; Chemistry; Biochemical engineering; Engineering; Software engineering; Organic chemistry","authors":[{"name":"J. A. Moore","is_ca":true},{"name":"Leonard Ver Vers","is_ca":true},{"name":"Peter Conrad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01722990483192347,"gpt":0.2206990504837863,"spread":0.2034691456518628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005819885,0.0006895955,0.0005649662,0.0005867679,0.0003071419,0.001323819,0.0006889553,0.001019262,0.002590853],"category_scores_gemma":[0.001068722,0.0003236684,0.000390214,0.0003651422,0.0005682801,0.001967144,0.0004942754,0.0006676812,0.0004689857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052485,"about_ca_system_score_gemma":0.0007642185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836346,"about_ca_topic_score_gemma":0.002361562,"domain_scores_codex":[0.9997361,0.00003810032,0.00001513585,0.00006366519,0.0001025125,0.0000445183],"domain_scores_gemma":[0.9994835,0.000187916,0.0001637964,0.00002186401,0.0001134879,0.00002952771],"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":[0.0004702904,0.0005685524,0.03751118,0.001943943,0.0001756275,0.0006821236,0.0004631919,0.1482791,0.6618648,0.03453877,0.00262577,0.1108766],"study_design_scores_gemma":[0.0000289473,0.0007765225,0.02257936,0.00008032027,0.0001084402,0.000441815,0.0003444227,0.7663748,0.1819094,0.01540429,0.01187121,0.00008053519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034315,0.008950465,0.2585453,0.002383631,0.0001346864,0.0002183415,0.0004847441,0.0008447978,0.02500657],"genre_scores_gemma":[0.9741329,0.002499151,0.01936356,0.0001695814,0.0000574409,0.0000346247,0.0001877826,0.00003409856,0.00352076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005836346,"threshold_uncertainty_score":0.01160473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079846891","doi":"10.2118/167463-ms","title":"Application of Inflow Well Tracers for Permanent Reservoir Monitoring in North Amethyst Subsea Tieback ICD wells in Canada","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Subsea; Inflow; Submarine pipeline; Petroleum engineering; Environmental science; Structural basin; TRACER; Marine engineering; Engineering; Geology; Oceanography; Geomorphology","authors":[{"name":"Andrew Montes","is_ca":true},{"name":"Fridtjof Nyhavn","is_ca":false},{"name":"G. Oftedal","is_ca":false},{"name":"Erlend Fævelen","is_ca":false},{"name":"Christian Andresen","is_ca":false},{"name":"Edmund Leung","is_ca":false},{"name":"V. Wikmark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006552694347573285,"gpt":0.1866719126357,"spread":0.1801192182881267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602322,0.0002964875,0.0002262574,0.0009669924,0.001111442,0.0007005015,0.0005024277,0.0003255522,0.000652047],"category_scores_gemma":[0.0004492713,0.0002295124,0.00019396,0.001015907,0.0004129522,0.0003239117,0.0003701879,0.0004133975,0.0001090518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007255843,"about_ca_system_score_gemma":0.008520346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8865025,"about_ca_topic_score_gemma":0.9557552,"domain_scores_codex":[0.9996209,0.00001470237,0.00001081716,0.00006451888,0.0002123485,0.00007663517],"domain_scores_gemma":[0.9993479,0.00004726143,0.00005421651,0.00001613337,0.0004638894,0.00007065322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001347343,0.000457598,0.414876,0.0003867809,0.00008653184,0.002165516,0.003544669,0.01447578,0.4587838,0.001358636,0.002532535,0.09998478],"study_design_scores_gemma":[0.0001145904,0.0009441798,0.6930633,0.0001320343,0.00009371914,0.0003725255,0.005935183,0.04966794,0.2271892,0.0003046542,0.02202246,0.0001602554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914351,0.0002650883,0.003324496,0.00009378038,0.00001246396,0.0001326989,0.0009706973,0.0002473861,0.003518371],"genre_scores_gemma":[0.9896752,0.0002125209,0.006850675,0.00002698269,0.000001326917,0.00003333885,0.0004309093,0.00001763885,0.002751379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134975,"threshold_uncertainty_score":0.2283317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1533027048","doi":"10.1016/b978-0-12-386914-2.00012-1","title":"Sales Gas Transmission","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dartmouth General Hospital","funders":"","keywords":"Gas compressor; Natural gas; Pipeline transport; Petroleum engineering; Compressor station; Pipeline (software); Gas pipeline; Engineering; Downstream (manufacturing); Environmental science; Marine engineering; Waste management; Mechanical engineering; Operations management","authors":[{"name":"Saeid Mokhatab","is_ca":true},{"name":"William A. Poe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01048980572366959,"gpt":0.1912059718253468,"spread":0.1807161661016772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001087457,0.001123279,0.0005053568,0.001151197,0.001212745,0.002109289,0.0005212215,0.001180198,0.3579303],"category_scores_gemma":[0.0002836621,0.0004156556,0.0003982493,0.001472185,0.0003618783,0.002610894,0.001115808,0.001531057,0.1911092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007647783,"about_ca_system_score_gemma":0.0007598875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965778,"about_ca_topic_score_gemma":0.0129476,"domain_scores_codex":[0.9998811,0.000006872975,0.000003909417,0.00003151559,0.00006091591,0.00001555979],"domain_scores_gemma":[0.9999434,0.000009064054,0.00000311401,0.00001209631,0.00002462625,0.00000765637],"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":[0.00004595786,0.0000442273,0.0002151375,0.0002395735,0.000005920736,0.0002191975,0.0002158306,0.0006006432,0.002010057,0.03557946,0.5151992,0.4456248],"study_design_scores_gemma":[0.000002531696,0.000007635638,0.0001704099,0.00005739813,0.000002081966,0.00005568355,0.00005973478,0.0001589189,0.0002778049,0.001538187,0.9976666,0.000003035342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007147315,0.002143839,0.0009571569,0.0005699785,0.0005413551,0.00001975433,0.0002915973,0.0002699096,0.9944917],"genre_scores_gemma":[0.001572678,0.001059967,0.0002633575,0.00005992892,0.00004368637,0.000006423657,0.0001296629,0.00008556501,0.9967787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3579303,"threshold_uncertainty_score":0.9158344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315921930","doi":"10.4043/otc-19869-ms","title":"Understanding Kinetic Hydrate Inhibitor and Corrosion Inhibitor Interactions","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Citation; Computer science; Engineering; Library science","authors":[{"name":"J. A. Moore","is_ca":true},{"name":"Leonard Ver Vers","is_ca":true},{"name":"Peter Conrad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03010397861994978,"gpt":0.2229338241910374,"spread":0.1928298455710876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799782,0.0009064193,0.0005571417,0.001069041,0.0006311812,0.002921277,0.0009806289,0.001641249,0.01218941],"category_scores_gemma":[0.002203383,0.000566014,0.000579102,0.0006506941,0.000904804,0.005581407,0.001330717,0.001130565,0.002784274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949456,"about_ca_system_score_gemma":0.001427026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184921,"about_ca_topic_score_gemma":0.006139372,"domain_scores_codex":[0.9997086,0.0000406242,0.000009866541,0.00007095284,0.0001270581,0.0000428695],"domain_scores_gemma":[0.9994608,0.0002242259,0.0001029556,0.00002917441,0.0001375907,0.00004534404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004135509,0.0003461053,0.01615056,0.004170311,0.0001715128,0.000785586,0.003017188,0.09884256,0.07187888,0.2228857,0.1033115,0.4780266],"study_design_scores_gemma":[0.00005573269,0.000328649,0.01904152,0.0008774921,0.0002351165,0.0007814523,0.00329994,0.3330593,0.05063219,0.2912149,0.3002632,0.0002104441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1546391,0.04600123,0.4683929,0.02209036,0.0006889125,0.0003741125,0.002379003,0.005260522,0.300174],"genre_scores_gemma":[0.8125153,0.03397745,0.08880591,0.001482586,0.0003083114,0.0002281817,0.002263281,0.0005992709,0.05981971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01218941,"threshold_uncertainty_score":0.04077768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975899245","doi":"10.2118/84270-ms","title":"Prediction of and Effective Preventative Solution for Annular Fluid Pressure Buildup on Subsea Completed Wells-Case Study","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Petro-Canada","funders":"","keywords":"Wellhead; Subsea; Casing; Annulus (botany); Petroleum engineering; Compressibility; Volume (thermodynamics); Mechanics; Geology; Drilling fluid; Materials science; Geotechnical engineering; Thermodynamics; Drilling; Composite material; Physics","authors":[{"name":"Toni Loder","is_ca":false},{"name":"Jason H. Evans","is_ca":true},{"name":"James Griffith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02578788115358116,"gpt":0.2559459074877471,"spread":0.230158026334166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001951246,0.001785923,0.0009948654,0.002245796,0.0007665856,0.001533097,0.001569594,0.003007358,0.003406186],"category_scores_gemma":[0.004443991,0.0006875398,0.001081152,0.0006182463,0.0006001499,0.001012852,0.0007490795,0.001369616,0.0003406521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002874282,"about_ca_system_score_gemma":0.002636689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0369086,"about_ca_topic_score_gemma":0.02106858,"domain_scores_codex":[0.9992754,0.0001676106,0.00003763599,0.0001416583,0.000125386,0.0002522292],"domain_scores_gemma":[0.9967263,0.001936636,0.000293138,0.00008311454,0.00062949,0.000331326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0001411476,0.0004260869,0.009922123,0.00008995653,0.00002796939,0.0005030318,0.00003190932,0.9792341,0.001168892,0.0008405298,0.0008837858,0.006730507],"study_design_scores_gemma":[0.00001620651,0.0001671107,0.00151377,0.000009432832,0.00001373121,0.00001880281,0.0001214088,0.9968463,0.0009125564,0.0002029054,0.0001678917,0.000009972364],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400037,0.0004228441,0.05029617,0.0006137427,0.00007492153,0.0006007981,0.001242364,0.0005644719,0.006180947],"genre_scores_gemma":[0.9874272,0.0001172918,0.01040852,0.00001542749,0.000009291977,0.0001502717,0.0003815264,0.0000142884,0.001476087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0369086,"threshold_uncertainty_score":0.0733875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023223168","doi":"10.4043/22105-ms","title":"Ice Management for Support of Arctic Floating Operations","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subsea; Downtime; Marine engineering; Submarine pipeline; Dynamic positioning; Arctic; Sea ice; Drilling; Environmental science; Offshore drilling; Arctic ice pack; Oceanography; Engineering; Geology; Mechanical engineering","authors":[{"name":"Jed M. Hamilton","is_ca":false},{"name":"Curtis Holub","is_ca":false},{"name":"Joshua Blunt","is_ca":false},{"name":"Douglas A. Mitchell","is_ca":false},{"name":"Ted Kokkinis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410927400924034,"gpt":0.2149341479758013,"spread":0.190824873966561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003515391,0.0003039151,0.00008683817,0.0002887669,0.000601458,0.0007024037,0.0003948522,0.0001553142,0.005776015],"category_scores_gemma":[0.0005940936,0.0000719016,0.0001372973,0.0002192043,0.0001515623,0.0003633744,0.0004787945,0.0001942965,0.0006795106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253001,"about_ca_system_score_gemma":0.002420983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05545126,"about_ca_topic_score_gemma":0.09891988,"domain_scores_codex":[0.9998454,0.00002938278,0.000004550406,0.00001498213,0.00005422317,0.00005150936],"domain_scores_gemma":[0.9996905,0.00004059496,0.00006377476,0.00002447049,0.00009667511,0.00008406347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007590959,0.0003795802,0.06165379,0.0003090942,0.00007341675,0.0009253282,0.0007432463,0.4500657,0.04491859,0.01111646,0.01896861,0.4100871],"study_design_scores_gemma":[0.0001879581,0.001632295,0.09605493,0.0002303807,0.00008640374,0.0004960283,0.002705362,0.7339561,0.0232451,0.005024205,0.1362966,0.0000846462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7985149,0.0004221732,0.05442441,0.000728245,0.0001353349,0.0006567289,0.001180149,0.00106583,0.1428723],"genre_scores_gemma":[0.9789524,0.0001714909,0.01282777,0.00003861497,0.00001614473,0.00005427064,0.0005284508,0.00003254722,0.007378316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05545126,"threshold_uncertainty_score":0.110257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094758830","doi":"10.1002/cjce.20236","title":"Steam extraction of essential oils: Investigation of process parameters","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Tshwane University of Technology; University of Johannesburg","keywords":"Extraction (chemistry); Diffusion; Process (computing); Materials science; Diffusion process; Pulp and paper industry; Chromatography; Chemistry; Thermodynamics; Petroleum engineering; Computer science; Engineering; Physics","authors":[{"name":"John Kabuba","is_ca":false},{"name":"Robert Huberts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007096418498806717,"gpt":0.1929349816691294,"spread":0.1858385631703227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521928,0.0002552947,0.0004390091,0.0002503891,0.0001271546,0.0003101365,0.0001742445,0.0002569604,0.0007846887],"category_scores_gemma":[0.00099545,0.0001233734,0.0003298095,0.000414996,0.0001819989,0.0004576244,0.0001523218,0.0003614374,0.0002060923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681804,"about_ca_system_score_gemma":0.000198098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223643,"about_ca_topic_score_gemma":0.00103335,"domain_scores_codex":[0.9998283,0.00002857175,0.00001468963,0.00002643388,0.00007498007,0.00002704642],"domain_scores_gemma":[0.9995078,0.0003320735,0.00005945098,0.00001826725,0.00006764322,0.00001467745],"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":[0.0004504092,0.00005876824,0.002231553,0.0002559682,0.00002085452,0.0001019808,0.00009011178,0.006242114,0.98217,0.0001586349,0.0000440394,0.008175629],"study_design_scores_gemma":[0.00001240541,0.0003946832,0.004350152,0.00001146656,0.00002488888,0.0000609515,0.00004998261,0.01845268,0.9759523,0.0001000184,0.0005780216,0.00001229265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905578,0.0007988072,0.007572698,0.00004043583,0.000009791867,0.00002828198,0.000191182,0.00003738887,0.0007635957],"genre_scores_gemma":[0.9982916,0.0003110936,0.001051313,0.000004381988,0.000002096582,0.000009349766,0.00006943609,0.000009133362,0.0002515383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223643,"threshold_uncertainty_score":0.002625048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111481206","doi":"10.1109/tia.2010.2040121","title":"Subsea Cable Applications in Electrical Submersible Pump Systems","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Schlumberger (Canada)","funders":"","keywords":"Subsea; Submersible pump; Marine engineering; Engineering; Electrical engineering","authors":[{"name":"Xiaodong Liang","is_ca":true},{"name":"S.O. Faried","is_ca":true},{"name":"Obinna Ilochonwu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009013385795548086,"gpt":0.2132141464621258,"spread":0.2042007606665777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786532,0.0004758151,0.0002152493,0.0003629267,0.000411077,0.0005354097,0.0002995604,0.0005616468,0.006306011],"category_scores_gemma":[0.0004736883,0.00009639244,0.0001336199,0.0006408946,0.0001796298,0.0009397271,0.000436433,0.0002213835,0.001190932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887224,"about_ca_system_score_gemma":0.0002285605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419256,"about_ca_topic_score_gemma":0.002214052,"domain_scores_codex":[0.9997787,0.00006073738,0.00001524994,0.00003252232,0.00008817025,0.00002455527],"domain_scores_gemma":[0.999711,0.00009085697,0.00003272065,0.00002509434,0.000122931,0.000017305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001060296,0.0001347521,0.008807256,0.00175978,0.00006711724,0.003210076,0.001289617,0.0681851,0.2811137,0.02520902,0.01333791,0.5958254],"study_design_scores_gemma":[0.0001124238,0.002342433,0.02025572,0.0004811638,0.0002168668,0.005468331,0.002673103,0.1110283,0.3966039,0.01556234,0.4451237,0.00013177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5706375,0.01044483,0.2479618,0.001540631,0.0003062484,0.0001561163,0.00057848,0.001850332,0.166524],"genre_scores_gemma":[0.9639457,0.003740293,0.0141925,0.0001115702,0.00009905329,0.00002996525,0.0002444141,0.00007051481,0.01756601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006306011,"threshold_uncertainty_score":0.02109575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982277377","doi":"10.4095/215482","title":"Digital summary database of permafrost and thermal conditions - Norman Wells pipeline study sites","year":2004,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Pipeline (software); Database; Petroleum engineering; Geology; Hydrology (agriculture); Computer science; Oceanography; Geotechnical engineering; Operating system","authors":[{"name":"Sharon L. Smith","is_ca":true},{"name":"M M Burgess","is_ca":true},{"name":"D W Riseborough","is_ca":true},{"name":"Tara L. Coultish","is_ca":false},{"name":"J Chartrand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01650550062485224,"gpt":0.2433819259183222,"spread":0.22687642529347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941063,0.0005430761,0.0005614809,0.004389448,0.0004527298,0.001120466,0.001089593,0.0002749586,0.107012],"category_scores_gemma":[0.003174629,0.0002491845,0.0001464009,0.01071935,0.00009946268,0.0007679705,0.0003929606,0.0002115595,0.0316554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115297,"about_ca_system_score_gemma":0.002788489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09334135,"about_ca_topic_score_gemma":0.1456246,"domain_scores_codex":[0.9994231,0.00004580066,0.0001013377,0.0000978793,0.0002905998,0.0000411772],"domain_scores_gemma":[0.9961444,0.000576999,0.000429707,0.0004109103,0.002225662,0.000212312],"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":[0.0002530368,0.0001048028,0.02123856,0.001082728,0.00002752745,0.0001989948,0.0002104983,0.001763918,0.001322993,0.001493178,0.8767483,0.09555547],"study_design_scores_gemma":[0.00006415057,0.00004015654,0.05718255,0.0001765003,0.00002612473,0.0001719591,0.0004344496,0.001408327,0.001554613,0.0005679578,0.9383326,0.0000406216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003417474,0.00009478622,0.0005389157,0.00005688532,0.00001409652,0.00008726538,0.9849191,0.0003825014,0.01048892],"genre_scores_gemma":[0.006327342,0.0002131952,0.001283425,0.00002058499,0.000006786994,0.0001765368,0.9834894,0.00006757444,0.008415137],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9066586,"threshold_uncertainty_score":0.3579907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983481694","doi":"10.2523/iptc-18090-ms","title":"Evaluation of superparamagnetic nanoparticle-based heating for flow assurance in subsea flowlines","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Texas at Austin","keywords":"Flow assurance; Superparamagnetism; Materials science; Nanoparticle; Magnetic nanoparticles; Chemical engineering; Nanotechnology; Petroleum engineering; Magnetization; Magnetic field; Chemistry; Hydrate; Geology; Organic chemistry","authors":[{"name":"Prachi Mehta","is_ca":false},{"name":"Chun Huh","is_ca":false},{"name":"Steven L. Bryant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01898456807735559,"gpt":0.2500197287049389,"spread":0.2310351606275833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003284455,0.0002750511,0.0002139165,0.0001967709,0.0001501282,0.0001990257,0.0001840564,0.0002942104,0.0005456294],"category_scores_gemma":[0.0003509894,0.0001321506,0.0002054723,0.0001557079,0.0001559375,0.0002437136,0.0001133336,0.0002294319,0.0001529516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001599,"about_ca_system_score_gemma":0.00008928691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00060482,"about_ca_topic_score_gemma":0.0008013956,"domain_scores_codex":[0.9998455,0.00002520821,0.00001143746,0.00004101416,0.00005089576,0.00002589782],"domain_scores_gemma":[0.9997454,0.00006970765,0.00007255338,0.00002284635,0.00006871889,0.00002061746],"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":[0.00007163849,0.00002091207,0.0001440355,0.00002769781,0.000002550506,0.00001366229,0.00001570176,0.0003462551,0.9982759,0.00001179271,0.00002021744,0.001049744],"study_design_scores_gemma":[0.000002173158,0.000280926,0.0009993077,0.000001331122,0.000003763732,0.000009532167,0.000006963117,0.001470241,0.9970104,0.000002525556,0.0002103493,0.000002586035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964166,0.0002684179,0.002701654,0.00002216619,0.00001417522,0.00002780264,0.00008711179,0.0001004695,0.0003616797],"genre_scores_gemma":[0.9956868,0.000152509,0.003396575,0.00001042845,0.00000486804,0.00002472897,0.00006466686,0.00001584472,0.0006434785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00060482,"threshold_uncertainty_score":0.002177775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062306454","doi":"10.4043/23818-ms","title":"Development of SCS Sandwich Composite Shell for Arctic Caissons","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Industry Canada","keywords":"Caisson; Structural engineering; Composite number; Materials science; Shell (structure); Deck; Composite material; Engineering","authors":[{"name":"Peter W. Marshall","is_ca":false},{"name":"K.M.A. Sohel","is_ca":false},{"name":"J.Y. Richard Liew","is_ca":false},{"name":"Yan Jiabao","is_ca":false},{"name":"Andrew Palmer","is_ca":false},{"name":"Y.S. Choo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040204852773183,"gpt":0.2296341650193422,"spread":0.2092321164916103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840336,0.0003743341,0.0001490003,0.0004309367,0.0001892368,0.0002080647,0.0004181188,0.000344493,0.001063419],"category_scores_gemma":[0.0001792746,0.0001452204,0.0003208218,0.0001456161,0.0001525283,0.0002026696,0.0004444755,0.0001535171,0.0004935389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528135,"about_ca_system_score_gemma":0.000277016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008210831,"about_ca_topic_score_gemma":0.002532365,"domain_scores_codex":[0.999877,0.000008334162,0.000007308598,0.00002570297,0.0000601211,0.00002165578],"domain_scores_gemma":[0.9998357,0.000009273492,0.00003145399,0.0000228472,0.00006961024,0.00003105367],"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":[0.00007662715,0.00004238377,0.003328925,0.0001189533,0.00001623243,0.0004077801,0.0000571136,0.006665995,0.9641605,0.0004864426,0.0002644783,0.02437458],"study_design_scores_gemma":[0.00002436691,0.001548296,0.0179491,0.00004198173,0.00006153865,0.001042199,0.0001862424,0.05149889,0.9187055,0.0001485677,0.008750224,0.00004323513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459842,0.000402569,0.04852889,0.00003256656,0.00006321674,0.00005733296,0.0001177278,0.0003253786,0.004488004],"genre_scores_gemma":[0.958119,0.0001694924,0.03851809,0.00001957652,0.000005056639,0.00001992665,0.0001369675,0.00002732478,0.002984568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001063419,"threshold_uncertainty_score":0.003557444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2384165037","doi":"","title":"Experiences and Lessons Learned in the Engineering Design and Construction in the Alaska Arctic","year":2005,"lang":"en","type":"article","venue":"Journal of Glaciology and Geocryology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; Bay; Work (physics); Oceanography; Geology; Environmental resource management; Physical geography; Environmental science; Engineering; Geography","authors":[{"name":"Jin Hui-jun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01743269384342751,"gpt":0.2381914368620631,"spread":0.2207587430186356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008220295,0.001207508,0.0006358545,0.001112377,0.01293702,0.006801052,0.001794216,0.002757896,0.005065083],"category_scores_gemma":[0.005351453,0.0007582201,0.0006578574,0.001266805,0.009308781,0.00418711,0.006588898,0.004628097,0.001390159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220668,"about_ca_system_score_gemma":0.00690137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280571,"about_ca_topic_score_gemma":0.04244379,"domain_scores_codex":[0.9894924,0.006534365,0.0003945051,0.0006237183,0.002075267,0.0008798523],"domain_scores_gemma":[0.9932035,0.001678225,0.000343656,0.0003229991,0.001321483,0.003130061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005327413,0.0005030915,0.008093401,0.0006162589,0.00002496239,0.003966601,0.878255,0.001510651,0.001841908,0.009719332,0.02004761,0.07536809],"study_design_scores_gemma":[0.000004285137,0.0001978163,0.003058661,0.0009281981,0.00001189247,0.001663518,0.5555366,0.0002567019,0.0005070221,0.002901041,0.4348751,0.00005921556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5606175,0.02786361,0.01562826,0.03668873,0.003843375,0.0001826644,0.0001426813,0.0001625088,0.3548706],"genre_scores_gemma":[0.8253339,0.02973474,0.01890376,0.005635501,0.0004822391,0.0001461495,0.0001195945,0.0002173513,0.1194269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293702,"threshold_uncertainty_score":0.0434736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000462748","doi":"10.3390/en13020456","title":"Life Cycle Assessment of Electricity Generation from an Array of Subsea Tidal Kite Prototypes","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Life-cycle assessment; Renewable energy; Tidal power; Environmental science; Electricity generation; Wind power; Environmental impact assessment; Engineering; Marine engineering; Production (economics); Power (physics)","authors":[{"name":"Mohamad Kaddoura","is_ca":true},{"name":"Johan Tivander","is_ca":false},{"name":"Sverker Molander","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0144679513105729,"gpt":0.2304748769891742,"spread":0.2160069256786013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005148746,0.0003973097,0.0002056236,0.0008300807,0.0002429218,0.0003821467,0.0003544313,0.0003126987,0.001655891],"category_scores_gemma":[0.0008040584,0.0001399141,0.0003760752,0.0005931256,0.0001626847,0.0004617737,0.000255003,0.000206955,0.0002678148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608634,"about_ca_system_score_gemma":0.0001761015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106015,"about_ca_topic_score_gemma":0.00391574,"domain_scores_codex":[0.9998168,0.0000529626,0.00001148592,0.00003131297,0.00006349351,0.00002400274],"domain_scores_gemma":[0.9994797,0.0002115031,0.00004387248,0.00005879107,0.0001828343,0.00002323096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001658712,0.0004506877,0.08416549,0.000447202,0.0002118692,0.0007804713,0.0002400171,0.5920003,0.1809922,0.0008246758,0.001029586,0.1371987],"study_design_scores_gemma":[0.000113911,0.008144327,0.1454532,0.00004300253,0.0002385948,0.0006622481,0.0005531578,0.5804986,0.2562869,0.00138112,0.006523528,0.0001013477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923748,0.0001029967,0.004695538,0.00001872152,0.000004648574,0.00007003194,0.0005887281,0.0000609922,0.002083647],"genre_scores_gemma":[0.9959805,0.00005791943,0.002642266,0.000005720859,8.504053e-7,0.00003949913,0.00050868,0.000009023664,0.0007554583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002106015,"threshold_uncertainty_score":0.005539477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899861592","doi":"10.1115/ipc2018-78146","title":"Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"March of Dimes Canada","funders":"National Aeronautics and Space Administration","keywords":"Asset management; Asset (computer security); Pipeline (software); Workflow; Computer science; Pipeline transport; Traceability; Analytics; IT asset management; Engineering; Database; Computer security; Software engineering; Mechanical engineering","authors":[{"name":"Joseph Hlady","is_ca":false},{"name":"Matt Glanzer","is_ca":true},{"name":"Lance Fugate","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01008575476309815,"gpt":0.242353753068677,"spread":0.2322679983055788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044051,0.0007436976,0.0006271654,0.002651629,0.0007643696,0.002460332,0.001557872,0.000695242,0.004659003],"category_scores_gemma":[0.01775733,0.0005459743,0.0004293672,0.002257229,0.001086728,0.003835787,0.003136493,0.0009735336,0.001445992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006521,"about_ca_system_score_gemma":0.00239639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884335,"about_ca_topic_score_gemma":0.004545147,"domain_scores_codex":[0.995152,0.0005922959,0.0002460179,0.0005870642,0.003216588,0.0002060707],"domain_scores_gemma":[0.987475,0.002318568,0.001451027,0.004038737,0.004209217,0.0005075491],"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":[0.0007355633,0.0003661208,0.02660494,0.0008027614,0.00004941937,0.0003833687,0.002487314,0.03316426,0.1376885,0.005199399,0.007121414,0.7853971],"study_design_scores_gemma":[0.0001592196,0.003200263,0.08666667,0.0004177348,0.0002087257,0.001678882,0.00336427,0.3407047,0.4287014,0.01020557,0.1242517,0.0004408672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1733788,0.0003541319,0.8101467,0.0004029738,0.0001336073,0.0006804153,0.001054841,0.007095068,0.00675352],"genre_scores_gemma":[0.4138571,0.0002343217,0.5811673,0.00007361623,0.00002850503,0.0002265817,0.001149437,0.0008260915,0.002437023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004659003,"threshold_uncertainty_score":0.02329665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994824868","doi":"10.1115/omae2003-37429","title":"Design, Application and Installation of an X100 Pipeline","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Welding; Pipeline (software); Pipeline transport; Field (mathematics); Construction engineering; Process (computing); Ultimate tensile strength; Computer science; Mechanical engineering; Manufacturing engineering; Engineering; Materials science; Composite material","authors":[{"name":"Alan Glover","is_ca":true},{"name":"Joe Zhou","is_ca":true},{"name":"David Horsley","is_ca":true},{"name":"Nobuhisa Suzuki","is_ca":false},{"name":"Shigeru Endo","is_ca":false},{"name":"Jun-Ichiro Takehara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008268850338939109,"gpt":0.1899925228648664,"spread":0.1817236725259273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992075,0.0004417641,0.0001783415,0.0003112751,0.0003405298,0.0004683466,0.0007002511,0.0006189354,0.003629133],"category_scores_gemma":[0.000359504,0.0003922863,0.0002545976,0.0002897501,0.0002244759,0.0004609613,0.0005347769,0.0003971086,0.001133209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292458,"about_ca_system_score_gemma":0.0008481478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008987255,"about_ca_topic_score_gemma":0.0008186814,"domain_scores_codex":[0.9996961,0.00003441276,0.00001515462,0.00004379168,0.0001745322,0.00003597845],"domain_scores_gemma":[0.9998224,0.00001769979,0.00002731538,0.00002931658,0.0000688357,0.00003436574],"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":[0.0005602358,0.0002690825,0.00484085,0.0007243335,0.00002703703,0.001381119,0.0005670362,0.07178631,0.7352983,0.007751031,0.003602386,0.1731923],"study_design_scores_gemma":[0.0003965016,0.00977314,0.02255976,0.00009790713,0.00009162951,0.00396275,0.0005662679,0.1710985,0.6340549,0.003355841,0.1538767,0.0001661313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5001308,0.000214435,0.4412343,0.0006438242,0.0001622595,0.00105918,0.0005165755,0.004223384,0.05181529],"genre_scores_gemma":[0.8125862,0.0002816716,0.1557077,0.00007255169,0.00001677584,0.0003806029,0.0003780262,0.0002098354,0.03036659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003629133,"threshold_uncertainty_score":0.01214069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009589396","doi":"10.4043/24114-ms","title":"Advances in Multiphase Flow CFD Erosion Analysis","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","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":"Intecsea (Canada)","funders":"","keywords":"Computational fluid dynamics; Multiphase flow; Erosion; Petroleum engineering; Flow (mathematics); Mechanics; Subsea; Environmental science; Marine engineering; Geology; Geotechnical engineering; Engineering","authors":[{"name":"Deng‐Jr Peng","is_ca":true},{"name":"Afshin Pak","is_ca":true},{"name":"Luca Chinello","is_ca":true},{"name":"Terry Wood","is_ca":true},{"name":"Andrew Low","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006022482518385896,"gpt":0.2067256258273461,"spread":0.2007031433089602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009408547,0.0007733521,0.0009594447,0.001393031,0.0005421875,0.002038559,0.001451378,0.001204374,0.004312525],"category_scores_gemma":[0.002706385,0.0005524181,0.001418804,0.000896639,0.0005632811,0.001376358,0.001126143,0.001500573,0.001329052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001053,"about_ca_system_score_gemma":0.001509758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00726947,"about_ca_topic_score_gemma":0.002923979,"domain_scores_codex":[0.9992793,0.0001061412,0.00004883455,0.00009121981,0.000423402,0.00005117133],"domain_scores_gemma":[0.998192,0.0006901867,0.0001580252,0.0002362872,0.0006691507,0.00005438785],"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":[0.00005792678,0.00009362832,0.002991001,0.0003638637,0.00006963269,0.0001699777,0.0001169583,0.7833018,0.008825424,0.02659855,0.004000599,0.1734105],"study_design_scores_gemma":[0.000006505511,0.00001025104,0.0004082649,0.00002369255,0.000005961766,0.00003163115,0.000009711744,0.9873292,0.001908441,0.002492308,0.007761469,0.00001252283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02579034,0.002084439,0.9523206,0.0007407974,0.0002855576,0.0001153108,0.0005089208,0.00145511,0.01669874],"genre_scores_gemma":[0.5483175,0.004983784,0.4263009,0.0002496234,0.0003211592,0.0003031926,0.001380533,0.0007544561,0.01738896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00726947,"threshold_uncertainty_score":0.01445431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984403958","doi":"10.1016/j.apor.2019.101989","title":"Re-assessment of trench effect on fatigue performance of steel catenary risers in the touchdown zone","year":2019,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":20,"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":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Trench; Touchdown; Catenary; Structural engineering; Geology; Point (geometry); Materials science; Geotechnical engineering; Engineering; Geometry; Composite material; Mathematics; Geography","authors":[{"name":"Rahim Shoghi","is_ca":true},{"name":"Hodjat Shiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02592561868899902,"gpt":0.300083630470531,"spread":0.274158011781532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129346,0.000299047,0.0003457962,0.0005384365,0.0004289488,0.0003540463,0.0004893265,0.0006989431,0.003279639],"category_scores_gemma":[0.0005233185,0.0001703702,0.0003677827,0.0002881097,0.0002070035,0.0003027782,0.0002595217,0.0003559091,0.000757677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005640327,"about_ca_system_score_gemma":0.0003258441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284827,"about_ca_topic_score_gemma":0.0615916,"domain_scores_codex":[0.9997833,0.00001903258,0.000008510622,0.00005461114,0.00008488198,0.00004970533],"domain_scores_gemma":[0.9996098,0.00006073807,0.00003383982,0.00004151816,0.0002144805,0.00003962658],"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":[0.00313456,0.0004514909,0.2882945,0.0003139322,0.0001549497,0.001401226,0.001686062,0.04849191,0.5834286,0.0001791093,0.001294991,0.07116881],"study_design_scores_gemma":[0.00003998313,0.002301729,0.9232534,0.00002761649,0.00008404681,0.000133985,0.001173891,0.02097646,0.05042166,0.00006332713,0.0014863,0.00003765167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985406,0.00003131075,0.0003836125,0.000007187071,0.00000375094,0.000008544427,0.0001374189,0.00002393715,0.0008636317],"genre_scores_gemma":[0.9982502,0.00001649364,0.0001882519,0.000006081761,0.000001084384,0.000005835134,0.000147515,0.000006084209,0.001378444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284827,"threshold_uncertainty_score":0.0454306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017599628","doi":"10.4043/22110-ms","title":"Alaskan Beaufort Sea Pipeline Design, Installation and Operation","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","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":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Pipeline transport; Arctic; Pipeline (software); Marine engineering; Subsea; Seabed; Pigging; Engineering; Beaufort sea; Environmental science; Oceanography; Geology; Environmental engineering","authors":[{"name":"Glenn A. Lanan","is_ca":true},{"name":"Todd Cowin","is_ca":true},{"name":"David Johnston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758783963057242,"gpt":0.1932479718332217,"spread":0.1656601322026493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340036,0.000692319,0.0002393016,0.001926475,0.001784499,0.001114346,0.0005762431,0.000532001,0.006857459],"category_scores_gemma":[0.001031119,0.0005029447,0.0003806948,0.001662622,0.0006283069,0.001031798,0.0008327084,0.0003374503,0.002250506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505732,"about_ca_system_score_gemma":0.002610568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06015347,"about_ca_topic_score_gemma":0.09770034,"domain_scores_codex":[0.9987677,0.00012411,0.00006677324,0.0002155113,0.0006897963,0.0001359886],"domain_scores_gemma":[0.9984907,0.00007665497,0.000165923,0.0001427064,0.0009594284,0.0001645915],"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":[0.001883261,0.0004666911,0.1476701,0.001403864,0.00008719174,0.009213488,0.00749456,0.07805385,0.125739,0.003143666,0.02782994,0.5970144],"study_design_scores_gemma":[0.0001148713,0.004931736,0.4758059,0.0005176754,0.0001672158,0.006509408,0.005342359,0.03287947,0.06742586,0.001017965,0.4049562,0.000331317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8286581,0.001620141,0.05857771,0.0004129796,0.0001751813,0.0009408421,0.003170046,0.005280418,0.1011646],"genre_scores_gemma":[0.8757039,0.000960567,0.05344317,0.00006413688,0.00003130119,0.0003191087,0.00291861,0.0003171654,0.06624199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06015347,"threshold_uncertainty_score":0.1196067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899738962","doi":"10.12716/1001.12.03.03","title":"Using the FRAM to Understand Arctic Ship Navigation: Assessing Work Processes During the Exxon Valdez Grounding","year":2018,"lang":"en","type":"article","venue":"TransNav the International Journal on Marine Navigation and Safety of Sea Transportation","topic":"Offshore Engineering and Technologies","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":"Work (physics); Arctic; The arctic; Oceanography; Aeronautics; Marine engineering; Environmental science; Engineering; Meteorology; Computer science; Geology; Geography","authors":[{"name":"Doug Smith","is_ca":true},{"name":"Brian Veitch","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Rocky Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02449539531039387,"gpt":0.2702950638985307,"spread":0.2457996685881368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009246133,0.0003973767,0.0001556038,0.001163023,0.0008538171,0.001189192,0.0003575694,0.0006304038,0.001282633],"category_scores_gemma":[0.001897176,0.0001953539,0.000274756,0.0004804332,0.001083207,0.001076802,0.001042456,0.0003442944,0.0001684502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244347,"about_ca_system_score_gemma":0.000897918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02928509,"about_ca_topic_score_gemma":0.0620665,"domain_scores_codex":[0.9996753,0.0001605018,0.00001624605,0.00006278938,0.00005133789,0.00003387727],"domain_scores_gemma":[0.9994765,0.0003141372,0.00008277641,0.0000355267,0.00006090559,0.00003022015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000793367,0.0005653718,0.438607,0.0005345844,0.0001148189,0.004449711,0.2149289,0.1017715,0.01504018,0.0438049,0.003490865,0.1758989],"study_design_scores_gemma":[0.00004802744,0.0008433762,0.3377785,0.0005055923,0.00006892826,0.001107968,0.3790461,0.2402022,0.003941312,0.01566678,0.02063557,0.0001556212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976582,0.00006612359,0.01384961,0.000165202,0.0000100041,0.00005246994,0.0001275574,0.00002259139,0.009124372],"genre_scores_gemma":[0.9867938,0.0001069707,0.01146771,0.00002350435,0.000002669417,0.00004697734,0.00009393771,0.000005484312,0.001458877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928509,"threshold_uncertainty_score":0.05822921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021312829","doi":"10.2118/110570-ms","title":"Pressure-Wave Propagation Technique for Blockage Detection in Subsea Flowlines","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Subsea; Petroleum engineering; Pipeline transport; Pressure drop; Marine engineering; Deposition (geology); Seabed; Natural gas; Geology; Environmental science; Engineering; Mechanics; Waste management","authors":[{"name":"Xianghui Chen","is_ca":false},{"name":"Ying Tsang","is_ca":true},{"name":"Hongquan Zhang","is_ca":false},{"name":"Tom X. Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01671870454368407,"gpt":0.2362498033323322,"spread":0.2195310987886481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288431,0.0004063793,0.0002389038,0.0008396219,0.000169887,0.0002228252,0.0004450784,0.0003698778,0.001212735],"category_scores_gemma":[0.0009429914,0.0002227115,0.0001680315,0.00048706,0.0002424681,0.0005860153,0.0002496873,0.0005239148,0.000242052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188668,"about_ca_system_score_gemma":0.0002936448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307841,"about_ca_topic_score_gemma":0.001585795,"domain_scores_codex":[0.9997376,0.00004001904,0.00000876555,0.00004749742,0.0001507215,0.00001534351],"domain_scores_gemma":[0.9991232,0.0003570336,0.000211739,0.00005520745,0.0002280362,0.0000247848],"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":[0.0002896141,0.00013905,0.00654233,0.0001727436,0.00002262459,0.0001965026,0.000158619,0.008234311,0.8246881,0.0009135526,0.0003525465,0.15829],"study_design_scores_gemma":[0.00005981771,0.0009106931,0.02422619,0.00002852975,0.00005702009,0.0004322162,0.0001135646,0.4173997,0.5546705,0.0004867937,0.001548099,0.00006687425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4023414,0.000398978,0.5939018,0.0000880117,0.00004635834,0.0001231578,0.0001487269,0.001414454,0.001537096],"genre_scores_gemma":[0.7956769,0.0003232659,0.2025407,0.00002137094,0.00001533743,0.00008570046,0.00008778275,0.00002684192,0.001221953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001307841,"threshold_uncertainty_score":0.00405705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066059267","doi":"10.4043/23975-ms","title":"Modeling the Touchdown Zone Trench and Its Impact on SCR Fatigue Life","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","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":"Intecsea (Canada)","funders":"","keywords":"Trench; Touchdown; Catenary; Seabed; Geology; Stiffness; Geotechnical engineering; Marine engineering; Seismology; Structural engineering; Materials science; Engineering; Oceanography; Composite material","authors":[{"name":"Basim Mekha","is_ca":false},{"name":"Mark Randolph","is_ca":false},{"name":"Shankar Bhat","is_ca":true},{"name":"S. Lochlann Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022585217826701,"gpt":0.2369333457766774,"spread":0.2167074935984104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581357,0.0004729446,0.0002340707,0.0003566672,0.0002524738,0.0005917825,0.0004569579,0.0008862283,0.00105245],"category_scores_gemma":[0.0005821408,0.0002841837,0.0004918604,0.000252558,0.000245369,0.0003466077,0.0002924878,0.0002483932,0.0001568612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270729,"about_ca_system_score_gemma":0.0004436997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618893,"about_ca_topic_score_gemma":0.02329888,"domain_scores_codex":[0.9998984,0.00001800504,0.000004537408,0.0000243132,0.00002259622,0.00003201126],"domain_scores_gemma":[0.9997178,0.0001384932,0.00004933899,0.00002328832,0.00005091528,0.00002025098],"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":[0.0000357987,0.00002526969,0.01116117,0.0000171416,0.0000102388,0.000114091,0.00002785231,0.9812246,0.004985068,0.0000892692,0.00002769696,0.002281679],"study_design_scores_gemma":[0.000003988828,0.00008100327,0.007835489,0.000004935104,0.000009871513,0.00002253029,0.00004106949,0.9896159,0.002250318,0.00003563058,0.00009228323,0.000006855792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888372,0.00003682459,0.009762242,0.00001320047,0.00000303707,0.00001498402,0.0001113938,0.00007222712,0.0011489],"genre_scores_gemma":[0.9989507,0.00002162909,0.0007295989,0.000002196913,4.797137e-7,0.000005388736,0.00003032666,0.000005284256,0.0002543377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618893,"threshold_uncertainty_score":0.052073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2307979104","doi":"10.4043/26456-ms","title":"Design Considerations for Mitigating the Impact of Contaminants in Rich MEG on Monoethylene Glycol Recovery Unit MRU Performance","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Offshore Engineering and Technologies","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":"Intecsea (Canada)","funders":"","keywords":"Subsea; Wellhead; Environmental science; Reliability (semiconductor); Petroleum engineering; Computer science; Process engineering; Engineering; Marine engineering","authors":[{"name":"Thomas Michael Latta","is_ca":false},{"name":"Ashfaq Palejwala","is_ca":true},{"name":"S. K. Tipson","is_ca":false},{"name":"Nigel Haigh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03449999313951341,"gpt":0.2575334084620064,"spread":0.223033415322493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008445213,0.0006785259,0.0003278223,0.0004364831,0.0002602445,0.0008738251,0.001267725,0.0007923767,0.001688011],"category_scores_gemma":[0.00135195,0.000342803,0.0002740841,0.000202461,0.0002013304,0.0008096317,0.0004759582,0.0004042269,0.0008360191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918184,"about_ca_system_score_gemma":0.0005660841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006703757,"about_ca_topic_score_gemma":0.001428309,"domain_scores_codex":[0.9993388,0.0001423647,0.00003904087,0.00006904323,0.0003196728,0.00009103117],"domain_scores_gemma":[0.9990428,0.0001559873,0.0003133661,0.00007407642,0.0003570207,0.0000566845],"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":[0.000529072,0.0001180676,0.004699132,0.0006153102,0.00004529522,0.0004630123,0.000195436,0.04217124,0.889008,0.002256575,0.001248883,0.05865012],"study_design_scores_gemma":[0.00008081771,0.005867274,0.008842358,0.0001377643,0.0002092591,0.00114153,0.0003856013,0.1399284,0.8001311,0.001285227,0.04191138,0.00007927982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5839847,0.002698816,0.3940453,0.001583928,0.0002066063,0.0005694193,0.0003484555,0.002123656,0.01443904],"genre_scores_gemma":[0.934379,0.0006650329,0.06045836,0.0001487176,0.0000378078,0.000117011,0.00008749828,0.00009179979,0.004014837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001688011,"threshold_uncertainty_score":0.005646944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045705325","doi":"10.2118/2005-107","title":"Steaming Uphill: Using J-Wells for CSS at Peace River","year":2005,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Steaming; Geology; Hydrology (agriculture); Geotechnical engineering; Physics; Thermodynamics","authors":[{"name":"S. J. Brissenden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01866225364720054,"gpt":0.2186045218699876,"spread":0.199942268222787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005620267,0.0003784724,0.000255575,0.0005449091,0.001371198,0.0007280404,0.0007457141,0.0004071394,0.005241561],"category_scores_gemma":[0.000672462,0.0003051068,0.0003274828,0.0005153197,0.000630162,0.0007709144,0.0005476022,0.0005035023,0.0006227244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776376,"about_ca_system_score_gemma":0.001877368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07131406,"about_ca_topic_score_gemma":0.1336536,"domain_scores_codex":[0.9996172,0.00003378184,0.00001332971,0.00006749558,0.0001503879,0.0001177728],"domain_scores_gemma":[0.9991834,0.00009476583,0.0000590313,0.00006888939,0.0003904372,0.0002034422],"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":[0.002834067,0.001335036,0.07511177,0.0003753424,0.00006369485,0.002690217,0.002293649,0.02682219,0.7592151,0.002349656,0.005206429,0.1217027],"study_design_scores_gemma":[0.000230142,0.004582359,0.06235303,0.00005578282,0.00007647977,0.0004016723,0.003024696,0.05338725,0.8504714,0.0004787559,0.02477991,0.000158621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852347,0.00006717037,0.006134642,0.000155878,0.00003201029,0.0001167055,0.0003542754,0.0007477266,0.00715689],"genre_scores_gemma":[0.9883068,0.00004278823,0.006990645,0.00002611848,0.000002946812,0.00002356428,0.0001696457,0.00005719934,0.00438028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.928686,"threshold_uncertainty_score":0.141798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300647711","doi":"10.5957/icetech-2008-149","title":"Guide for Understanding and Identifying Old Ice in Summer","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","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":"Canadian Cardiovascular Society","funders":"","keywords":"Sea ice; Hazardous waste; Submarine pipeline; Feature (linguistics); Satellite; Satellite imagery; Meteorology; Drift ice; Remote sensing; Computer science; Geology; Climatology; Arctic ice pack; Physical geography; Oceanography; Geography; Engineering","authors":[{"name":"M. E. Johnston","is_ca":true},{"name":"G.W. Timco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07662353256054638,"gpt":0.2569961739796895,"spread":0.1803726414191431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007029879,0.001720164,0.0006055157,0.003044428,0.0008966044,0.001018287,0.001790609,0.001800258,0.06829979],"category_scores_gemma":[0.002375989,0.0008771502,0.0005351828,0.001604969,0.0006017617,0.001981646,0.001031489,0.001732493,0.06124004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212624,"about_ca_system_score_gemma":0.002491529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880746,"about_ca_topic_score_gemma":0.05196581,"domain_scores_codex":[0.9995952,0.00006699121,0.000048542,0.0000376358,0.0002229293,0.00002874184],"domain_scores_gemma":[0.998183,0.0003388756,0.00006960296,0.00008775141,0.001208327,0.0001124417],"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":[0.00003540842,0.00007725441,0.0003965845,0.0002488531,0.000004676608,0.0001881483,0.0004016469,0.000618715,0.001960935,0.001806181,0.842344,0.1519176],"study_design_scores_gemma":[0.000006916864,0.00002189565,0.0008213075,0.0001217449,0.000002115534,0.000185429,0.0001368333,0.0003516896,0.000288091,0.001160625,0.9968911,0.00001241296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006662101,0.02332917,0.3376958,0.01992984,0.008628915,0.004624395,0.06500509,0.03395204,0.5001726],"genre_scores_gemma":[0.009704361,0.01295887,0.4873798,0.005948839,0.0005763728,0.001990564,0.02263631,0.003226978,0.4555779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06829979,"threshold_uncertainty_score":0.2284856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072233003","doi":"10.4043/22569-ms","title":"Simulation of SCR Behaviour at Touchdown Zone - Part II: Testing of a Sectional SCR Model in a Geotechnical Centrifuge","year":2011,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","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":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Catenary; Touchdown; Geotechnical engineering; Stiffness; Geology; Amplitude; Engineering; Marine engineering; Structural engineering","authors":[{"name":"Edward C. Clukey","is_ca":false},{"name":"Michael A. Tognarelli","is_ca":false},{"name":"George Li","is_ca":false},{"name":"Rupak Ghosh","is_ca":false},{"name":"Ryan Phillips","is_ca":true},{"name":"Arash Zakeri","is_ca":true},{"name":"B. Elliott","is_ca":true},{"name":"Anirban Bhattacharyya","is_ca":false},{"name":"Qunli Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04270122435020012,"gpt":0.2228869208931336,"spread":0.1801856965429335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228955,0.0003746109,0.0003257493,0.0003465888,0.0002830089,0.0003719096,0.0007818409,0.001054047,0.002135403],"category_scores_gemma":[0.0007410856,0.0002678965,0.0004716655,0.0002185738,0.0004123063,0.0002627271,0.0003174407,0.0003064318,0.0002924086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418918,"about_ca_system_score_gemma":0.0004059348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308165,"about_ca_topic_score_gemma":0.009774849,"domain_scores_codex":[0.9998446,0.00003552098,0.000009735858,0.00002375591,0.00004092379,0.00004554377],"domain_scores_gemma":[0.9995236,0.0001892809,0.00006811116,0.00006743574,0.0001008036,0.00005067406],"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":[0.0001949311,0.0001188665,0.008126844,0.00002989433,0.00001739758,0.0005179007,0.00009918142,0.970461,0.01784118,0.0001774871,0.0001386119,0.002276864],"study_design_scores_gemma":[0.00002342145,0.0003746754,0.004312316,0.000004956149,0.00001049957,0.00003977013,0.00007853286,0.9904033,0.004574861,0.0000419124,0.0001264161,0.000009321503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947896,0.000009743987,0.003885233,0.00001705868,0.000003771711,0.00002837976,0.0001085647,0.00008194668,0.001075718],"genre_scores_gemma":[0.9985663,0.000008453873,0.0008002861,0.000006402643,5.526456e-7,0.00001439836,0.00006852038,0.000005166567,0.0005298631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308165,"threshold_uncertainty_score":0.02601099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557283440","doi":"10.4043/27417-ms","title":"Computational Fluid Dynamics Modeling of Subsea Pipeline Leaks in Arctic Conditions","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","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":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Computational fluid dynamics; Marine engineering; Pipeline transport; Petroleum engineering; Pipeline (software); Leakage (economics); Environmental science; Engineering; Computer science; Geology; Aerospace engineering; Mechanical engineering; Environmental engineering","authors":[{"name":"Muhammad Masum Jujuly","is_ca":true},{"name":"Premkumar Thodi","is_ca":true},{"name":"Mohammad Azizur Rahman","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126776414280218,"gpt":0.2135089902202505,"spread":0.2022412260774483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375082,0.0005944998,0.0005178154,0.0005946414,0.0007170502,0.001039389,0.0004021518,0.0009906613,0.001100923],"category_scores_gemma":[0.0007192176,0.0002155222,0.0006361912,0.0004143256,0.0005227452,0.0005033229,0.0005410874,0.000517163,0.000191299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702324,"about_ca_system_score_gemma":0.001124054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02804629,"about_ca_topic_score_gemma":0.01096393,"domain_scores_codex":[0.9998564,0.00002668734,0.000008565016,0.00002256594,0.00005083956,0.00003494055],"domain_scores_gemma":[0.9997506,0.0000927966,0.00004043322,0.00001438882,0.00007934694,0.00002244834],"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":[0.00008642297,0.00007048265,0.006106042,0.00003914735,0.00001537359,0.000336074,0.00008346491,0.9818799,0.007172575,0.0006568931,0.0002283176,0.003325351],"study_design_scores_gemma":[0.000003882972,0.00002895588,0.001074934,0.000003659429,0.000003893399,0.00001753401,0.00004285528,0.9972024,0.001268976,0.00008571346,0.000261731,0.000005498391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408177,0.0003736769,0.0500526,0.0002250323,0.00006865808,0.00006853188,0.0004727659,0.0003585512,0.007562597],"genre_scores_gemma":[0.9938983,0.0001490283,0.004094879,0.00001747138,0.000006227974,0.00002968719,0.0001629784,0.00001998391,0.001621288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02804629,"threshold_uncertainty_score":0.05576605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122301368","doi":"10.4043/13020-ms","title":"The Terra Nova FPSO Turret Mooring System","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Petro-Canada","funders":"","keywords":"Turret; Nova (rocket); Mooring; Marine engineering; Meteorology; Geology; Engineering; Aeronautics; Geography; Mechanical engineering","authors":[{"name":"G.B. Howell","is_ca":false},{"name":"Arun S. Duggal","is_ca":false},{"name":"G.V. Lever","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01397690671503508,"gpt":0.2061685981020914,"spread":0.1921916913870564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424479,0.0005119482,0.0002256292,0.0004715707,0.0008675531,0.0008218694,0.0007132538,0.0003905244,0.007720591],"category_scores_gemma":[0.0003389423,0.000194051,0.0002595286,0.000315273,0.0003055102,0.0003211893,0.001113247,0.0003939363,0.00299724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116747,"about_ca_system_score_gemma":0.002303814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06977393,"about_ca_topic_score_gemma":0.07837977,"domain_scores_codex":[0.9996027,0.00002047298,0.00001383391,0.00005558799,0.0002431508,0.00006417095],"domain_scores_gemma":[0.9996877,0.0000109458,0.00002389789,0.00004385793,0.0001523973,0.00008120018],"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":[0.001078546,0.0001740158,0.08512066,0.0005210044,0.00008692296,0.001785578,0.0007446886,0.03170522,0.1382979,0.008973862,0.09126531,0.6402462],"study_design_scores_gemma":[0.0001374709,0.000942603,0.1576546,0.000236867,0.00005478702,0.001654607,0.0008405941,0.05827745,0.03537297,0.0008057875,0.7438738,0.0001485029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5164138,0.0008563485,0.08921442,0.0008338558,0.0007787255,0.001012242,0.01179856,0.01229505,0.366797],"genre_scores_gemma":[0.818733,0.0004036441,0.06102865,0.0002311139,0.00008728974,0.0003460795,0.01424378,0.0004492561,0.1044771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06977393,"threshold_uncertainty_score":0.1387357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060014057","doi":"10.4043/22036-ms","title":"Assessment of International Standards for Safe Exploration, Production and Transportation of Oil and Gas in the Barents Sea","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Safeguarding; Petroleum industry; Safety standards; Petroleum; Harmonization; Business; Environmental planning; Engineering; Environmental protection; Environmental science; Environmental engineering","authors":[{"name":"Erling Saebo","is_ca":false},{"name":"Gus Cammaert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02219818845924059,"gpt":0.2490906292449017,"spread":0.2268924407856611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02957025,0.001282153,0.0005408432,0.009874171,0.001433378,0.005974111,0.002272799,0.001318186,0.001752456],"category_scores_gemma":[0.02250944,0.0003355364,0.0009189104,0.005727995,0.0016032,0.001837552,0.002908026,0.001289062,0.0006046506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108492,"about_ca_system_score_gemma":0.02233776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09750905,"about_ca_topic_score_gemma":0.06746208,"domain_scores_codex":[0.9615667,0.008171475,0.002900924,0.001610457,0.02447531,0.001275186],"domain_scores_gemma":[0.9574371,0.003459286,0.00441058,0.001777905,0.03200419,0.0009110512],"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":[0.0007076385,0.0009127852,0.1379297,0.003149792,0.0004184818,0.001510307,0.01029283,0.03961594,0.03502238,0.1647775,0.04694292,0.5587197],"study_design_scores_gemma":[0.00007286207,0.001287141,0.282667,0.005278065,0.0003044844,0.0004481549,0.02458256,0.01534711,0.02959452,0.0261575,0.6140379,0.0002228672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3243066,0.0182372,0.08925714,0.008442326,0.002159076,0.003373397,0.007367692,0.0005013529,0.5463552],"genre_scores_gemma":[0.8313591,0.008204534,0.1102872,0.001033823,0.0002134478,0.001486073,0.01368471,0.0001866685,0.0335443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09750905,"threshold_uncertainty_score":0.193883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1489606407","doi":"10.1061/(asce)gm.1943-5622.0000497","title":"Numerical Modeling of Suction and Trench Formation at the Touchdown Zone of Steel Catenary Riser","year":2015,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":14,"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","keywords":"Touchdown; Catenary; Trench; Geotechnical engineering; Seabed; Geology; Penetration (warfare); Finite element method; Offshore geotechnical engineering; Computational fluid dynamics; Suction; Mechanics; Structural engineering; Engineering; Materials science; Mechanical engineering; Composite material","authors":[{"name":"Bipul Hawlader","is_ca":true},{"name":"Anup Fouzder","is_ca":true},{"name":"Sujan Dutta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01701341897936054,"gpt":0.2161652982399127,"spread":0.1991518792605521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300463,0.0005785911,0.0006564798,0.0006064218,0.0006835779,0.001069276,0.000871484,0.001614971,0.002217839],"category_scores_gemma":[0.0005184092,0.000359288,0.0007583011,0.0003594939,0.0007514678,0.0004449452,0.0006755044,0.000500128,0.0003043343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128185,"about_ca_system_score_gemma":0.0009252336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02291598,"about_ca_topic_score_gemma":0.01138933,"domain_scores_codex":[0.9998506,0.00002262093,0.00001171921,0.00002925133,0.00004233213,0.00004348206],"domain_scores_gemma":[0.9997756,0.00007576107,0.00004400592,0.0000187188,0.00004967651,0.00003628565],"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":[0.00004077582,0.00004373906,0.002686859,0.00003329162,0.00001078107,0.0003305335,0.00008056546,0.9867944,0.007105573,0.0008028581,0.0001580167,0.001912546],"study_design_scores_gemma":[0.000006657811,0.00003145907,0.0008520194,0.000004916752,0.000004613064,0.00002929971,0.00003509416,0.9981173,0.0006319156,0.00009083159,0.0001888799,0.000007016522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378233,0.0004409375,0.04217621,0.0002683847,0.00006819335,0.00009322516,0.0004648872,0.000323774,0.01834102],"genre_scores_gemma":[0.9919965,0.0001493337,0.004250108,0.00002248167,0.000005965314,0.00003396324,0.0001326925,0.00002033472,0.003388684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02291598,"threshold_uncertainty_score":0.04556519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557558155","doi":"10.4043/27358-ms","title":"Subsea Risk Update Using High Resolution Iceberg Profiles","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","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":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Subsea; Seabed; Geology; Waterline; Current (fluid); Marine engineering; Oceanography; Engineering; Hull; Ice sheet","authors":[{"name":"Tony King","is_ca":true},{"name":"Adel Younan","is_ca":false},{"name":"Martín Richard","is_ca":true},{"name":"J. Graeme Bruce","is_ca":true},{"name":"Mark Fuglem","is_ca":true},{"name":"Ryan Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129864563766327,"gpt":0.199382158900017,"spread":0.1880835132623537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654853,0.0009009565,0.0006343377,0.004935074,0.0004488999,0.002398646,0.001370773,0.0008205015,0.003640796],"category_scores_gemma":[0.007306851,0.0005397793,0.0008799771,0.002692922,0.0001318279,0.002132743,0.001473143,0.000971946,0.002764346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031026,"about_ca_system_score_gemma":0.001302531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07324502,"about_ca_topic_score_gemma":0.08418967,"domain_scores_codex":[0.9990222,0.00008499056,0.0001094258,0.0002016393,0.0004901742,0.00009144768],"domain_scores_gemma":[0.9971705,0.0002638367,0.0004321117,0.0003502312,0.001621244,0.0001620241],"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":[0.0003383076,0.0003512676,0.4316879,0.0004633979,0.0005714565,0.001025495,0.0005603747,0.2843366,0.003911492,0.002550658,0.04123705,0.232966],"study_design_scores_gemma":[0.00005497976,0.0001120045,0.135832,0.0003527954,0.0001755369,0.0002785602,0.0008076051,0.7859268,0.0058042,0.003097971,0.06741238,0.0001453259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5276372,0.002527544,0.2082927,0.001167146,0.0006861204,0.001166857,0.1729779,0.02038886,0.06515575],"genre_scores_gemma":[0.7385253,0.001110972,0.1586122,0.0001464939,0.0001165806,0.0002926394,0.09247851,0.0008707901,0.007846527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07324502,"threshold_uncertainty_score":0.1456374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994306098","doi":"10.4043/23512-ms","title":"Autonomous Inspection of Subsea Facilities-Gulf of Mexico Trials","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Nuclear decommissioning; Underwater; Submarine pipeline; Marine engineering; Systems engineering; Engineering; Scope (computer science); Pipeline transport; Reliability (semiconductor); Computer science; Construction engineering","authors":[{"name":"Daniel Mcleod","is_ca":true},{"name":"John R. Jacobson","is_ca":true},{"name":"Sekhar Tangirala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03483333682122008,"gpt":0.2499703195403107,"spread":0.2151369827190907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004459796,0.0002898631,0.0001959172,0.000517843,0.0006910758,0.0003422943,0.000457967,0.000439348,0.001523893],"category_scores_gemma":[0.0006983631,0.0001462861,0.000187626,0.0002839337,0.0003409141,0.0003012585,0.0006155149,0.000337924,0.0001389708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145678,"about_ca_system_score_gemma":0.0006187671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03530511,"about_ca_topic_score_gemma":0.09155479,"domain_scores_codex":[0.999738,0.00003423834,0.000008859749,0.00006634738,0.0001056704,0.00004679014],"domain_scores_gemma":[0.9995244,0.00008739931,0.00008724167,0.00007769366,0.0001706857,0.00005270494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004693878,0.001657293,0.1982611,0.0003629745,0.0001980034,0.002215605,0.001559412,0.1009047,0.4670744,0.001147264,0.006655889,0.2152695],"study_design_scores_gemma":[0.0008404034,0.008453498,0.5061235,0.00007933817,0.0001271547,0.0004384471,0.002730781,0.1677966,0.2926438,0.0004615895,0.0202,0.0001049199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940149,0.0000294649,0.003381257,0.000050533,0.000007306622,0.0001267352,0.0002824384,0.0002511029,0.001856187],"genre_scores_gemma":[0.9902686,0.00003320585,0.006621351,0.00002480509,0.000002422984,0.0001027993,0.000495159,0.00001749909,0.002434136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03530511,"threshold_uncertainty_score":0.07019925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1554022252","doi":"10.1080/10803548.2013.11077007","title":"Study on Lockout Procedures for the Safety of Workers Intervening on Equipment in the Municipal Sector in Québec","year":2013,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Polytechnique Montréal","funders":"","keywords":"Hazardous waste; Business; Transport engineering; Engineering; Operations management; Waste management","authors":[{"name":"Yuvin Chinniah","is_ca":true},{"name":"Damien Burlet-Vienney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0287623674671853,"gpt":0.2805995437182693,"spread":0.251837176251084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001863947,0.0003597956,0.0002854888,0.0009021289,0.005837807,0.001708908,0.00140074,0.001015207,0.003596812],"category_scores_gemma":[0.005389501,0.0002891802,0.0003378465,0.001573975,0.001230528,0.0006769678,0.0007100266,0.0009149823,0.0003237968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04255088,"about_ca_system_score_gemma":0.04281418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817587,"about_ca_topic_score_gemma":0.993202,"domain_scores_codex":[0.9981467,0.0004783962,0.00008540441,0.0001643274,0.0005171552,0.0006080632],"domain_scores_gemma":[0.9920488,0.001498471,0.001013187,0.0002582323,0.004047697,0.001133599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000440287,0.002479102,0.844856,0.0004114906,0.0001019336,0.002135152,0.06751496,0.003188498,0.006553379,0.001924468,0.004998683,0.06539608],"study_design_scores_gemma":[0.00002534697,0.0007372845,0.8710403,0.0001322513,0.00003826877,0.0001452371,0.111361,0.002543939,0.0008321362,0.00008788452,0.01300065,0.00005552447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958236,0.0001384387,0.0003964778,0.0003150314,0.00000888334,0.0002154265,0.0001808114,0.00001171617,0.002909655],"genre_scores_gemma":[0.9941684,0.0002145465,0.0005150535,0.0001502647,0.000004800627,0.00005330094,0.0001331935,0.000004518011,0.004755804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04255088,"threshold_uncertainty_score":0.3087296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802993956","doi":"10.4043/28821-ms","title":"Application of Digital Technologies to Improve Collaboration and Support of Remote Offshore Operations","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Submarine pipeline; Reliability (semiconductor); Computer science; Profitability index; Systems engineering; Engineering; Marine engineering; Business","authors":[{"name":"Mike Ryan","is_ca":true},{"name":"C. P. Kourvelas","is_ca":true},{"name":"Daniel C. Tuttle","is_ca":true},{"name":"S. G. Nicholls","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007223133225553845,"gpt":0.2282152043494459,"spread":0.220992071123892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001539192,0.0002649892,0.0001165216,0.001260686,0.00126424,0.003132598,0.0005678082,0.0004627447,0.006678842],"category_scores_gemma":[0.002402466,0.00009709854,0.0001534274,0.001186387,0.0009480963,0.002749222,0.003562194,0.0006178233,0.0008764497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543229,"about_ca_system_score_gemma":0.003950931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005812699,"about_ca_topic_score_gemma":0.01370488,"domain_scores_codex":[0.9989472,0.0003759513,0.00005849461,0.00008239147,0.0003446569,0.0001914315],"domain_scores_gemma":[0.9982221,0.0005424762,0.0002468807,0.0002685936,0.0003543877,0.0003655682],"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":[0.0001289132,0.0004044862,0.006557209,0.0005556101,0.00002127295,0.0006547629,0.003406279,0.005441898,0.01648835,0.08232318,0.01082238,0.8731955],"study_design_scores_gemma":[0.0001192379,0.001284192,0.02874965,0.001341886,0.000101453,0.002550052,0.01949012,0.01655798,0.03080245,0.04436196,0.8545201,0.0001209045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3077463,0.00435509,0.2456154,0.01075862,0.0004334943,0.0005584326,0.0001773195,0.001314334,0.429041],"genre_scores_gemma":[0.7533245,0.004789115,0.1994944,0.001022671,0.0001373645,0.0001821395,0.0002056722,0.00008419993,0.0407599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006678842,"threshold_uncertainty_score":0.02234298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306966814","doi":"10.1016/j.polar.2022.100902","title":"Iceberg-seabed interaction analysis in sand by a random forest algorithm","year":2022,"lang":"en","type":"article","venue":"Polar Science","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Seabed; Random forest; Iceberg; Submarine pipeline; Subsea; Support vector machine; Geology; Arctic; Marine engineering; Environmental science; Computer science; Geotechnical engineering; Engineering; Machine learning; Sea ice; Oceanography","authors":[{"name":"Hamed Azimi","is_ca":true},{"name":"Hodjat Shiri","is_ca":true},{"name":"Masoud Mahdianpari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004511553309979668,"gpt":0.2085616663027384,"spread":0.2040501129927587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008467851,0.0007153733,0.001273427,0.001193032,0.0008414183,0.0007424197,0.001718651,0.001308588,0.002063781],"category_scores_gemma":[0.001768744,0.0006317024,0.001390578,0.001046732,0.0004638214,0.0009293341,0.0007895559,0.0008043947,0.0006234789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004995115,"about_ca_system_score_gemma":0.001640169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641493,"about_ca_topic_score_gemma":0.02854802,"domain_scores_codex":[0.9996666,0.00008747037,0.00001650612,0.00008502039,0.00006676732,0.00007765026],"domain_scores_gemma":[0.9991058,0.0005832118,0.00004999815,0.00005714238,0.000150705,0.00005317521],"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":[0.0001500064,0.00007229277,0.001715642,0.00003068381,0.00008910745,0.00007330555,0.0000199731,0.9510668,0.001082024,0.001329109,0.001192819,0.04317829],"study_design_scores_gemma":[0.000003703182,0.000003413093,0.00007334437,6.390782e-7,0.000003653865,0.000003483355,0.000002099762,0.9994947,0.00006506912,0.0002961904,0.00005237783,0.000001219263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05791397,0.0002035093,0.9394263,0.00008832088,0.00004681949,0.00005668212,0.000157441,0.0009821423,0.001124785],"genre_scores_gemma":[0.6176035,0.0001596702,0.3758046,0.0001149113,0.00009166632,0.000166759,0.001111343,0.0002225641,0.004724973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02641493,"threshold_uncertainty_score":0.05252236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406183010","doi":"10.3390/en18020240","title":"Lifecycle Management of Hydrogen Pipelines: Design, Maintenance, and Rehabilitation Strategies for Canada’s Clean Energy Transition","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Pipeline transport; Rehabilitation; Clean energy; Business; Engineering; Environmental science; Environmental engineering; Medicine; Physical therapy","authors":[{"name":"Myo Myo Khaing","is_ca":true},{"name":"Shunde Yin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004160443269442995,"gpt":0.1847988846947312,"spread":0.1806384414252882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008183811,0.0003115869,0.0001690451,0.0008519109,0.002022206,0.001403676,0.0009335784,0.0004983724,0.002583381],"category_scores_gemma":[0.0008017523,0.000207916,0.0003464624,0.0005036084,0.0008655392,0.001316024,0.001131605,0.0003873696,0.0003718359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008475821,"about_ca_system_score_gemma":0.01757708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4034881,"about_ca_topic_score_gemma":0.6092733,"domain_scores_codex":[0.9994836,0.0000416632,0.0000138039,0.00003739822,0.0002961792,0.0001272602],"domain_scores_gemma":[0.9995998,0.00002615791,0.00003713153,0.00002380433,0.0002559936,0.00005720085],"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":[0.0003594868,0.0004302443,0.03696429,0.0007673968,0.00002988462,0.0009202395,0.003939484,0.0796985,0.09344265,0.03880149,0.01702284,0.7276235],"study_design_scores_gemma":[0.0001398516,0.001786202,0.1087315,0.0007008116,0.0002125407,0.001078679,0.02560278,0.2926481,0.1241236,0.01724398,0.427429,0.000302982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.592986,0.005964565,0.2875819,0.0101065,0.0001706765,0.001254986,0.0008391634,0.001969253,0.09912697],"genre_scores_gemma":[0.9126449,0.002297113,0.06415512,0.0002046017,0.00001154727,0.000116378,0.0004055501,0.0000928962,0.02007189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5965119,"threshold_uncertainty_score":0.8022791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064676450","doi":"10.4043/22085-ms","title":"Pipeline Routing and Burial Depth Analysis Using GIS Software","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Submarine pipeline; Pipeline transport; Seabed; Pipeline (software); Marine engineering; Geographic information system; Engineering; Geology; Oceanography; Remote sensing","authors":[{"name":"Tony King","is_ca":true},{"name":"Ryan Phillips","is_ca":true},{"name":"Christian Johansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02752002308076913,"gpt":0.2184439076562563,"spread":0.1909238845754872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000822638,0.000881783,0.0004026842,0.003189393,0.0003900312,0.001114872,0.0008224491,0.0004022708,0.006743495],"category_scores_gemma":[0.002204544,0.0004768221,0.0007834828,0.002346022,0.0002421225,0.0007500112,0.0005569033,0.0003297759,0.001053349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110574,"about_ca_system_score_gemma":0.00135853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911857,"about_ca_topic_score_gemma":0.01608536,"domain_scores_codex":[0.9995642,0.00008745258,0.00004399603,0.00006668293,0.0002046035,0.00003303759],"domain_scores_gemma":[0.9987471,0.0005788874,0.000119155,0.000115144,0.0004072713,0.00003239551],"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":[0.0001777537,0.0001155199,0.01215901,0.0002874954,0.00011035,0.0002166,0.0004009402,0.7928135,0.01148172,0.01007904,0.007424582,0.1647333],"study_design_scores_gemma":[0.00001653516,0.00003711495,0.00204501,0.00001564204,0.00001949627,0.00005024762,0.0001172336,0.9827591,0.006594012,0.002029282,0.006294949,0.00002144696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1453504,0.0001090821,0.7978704,0.0001732108,0.00003022701,0.0003780658,0.007256839,0.03568019,0.01315172],"genre_scores_gemma":[0.3640286,0.0001509781,0.6241294,0.00002122837,0.000007242329,0.0004504783,0.006942373,0.000970258,0.003299417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01911857,"threshold_uncertainty_score":0.03801459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W8016699","doi":"","title":"Optimization Design For Steel Catenary Riser With Fatigue Constraints","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Catenary; Touchdown; Genetic algorithm; Structural engineering; Process (computing); Engineering design process; Engineering; Nonlinear system; Design process; Marine engineering; Computer science; Mathematical optimization; Mechanical engineering; Work in process; Mathematics","authors":[{"name":"Hezhen Yang","is_ca":false},{"name":"Huajun Li","is_ca":false},{"name":"Han-Il Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05132797588434976,"gpt":0.2001274888386722,"spread":0.1487995129543224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008069763,0.0009663122,0.001258128,0.0004848168,0.0005517769,0.001180609,0.0007128576,0.001248696,0.007669089],"category_scores_gemma":[0.0009722516,0.0006885441,0.0009037167,0.000489253,0.0004705673,0.0005076564,0.0007269432,0.0007570992,0.001039829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070108,"about_ca_system_score_gemma":0.001020834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008130729,"about_ca_topic_score_gemma":0.005609347,"domain_scores_codex":[0.9997436,0.00008010092,0.00001034549,0.00004863637,0.00006398223,0.00005330734],"domain_scores_gemma":[0.9996256,0.0001862077,0.00004168402,0.00001535211,0.000108622,0.0000224529],"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":[0.00004876516,0.0000186603,0.0002394615,0.0001128288,0.00002151611,0.00006833241,0.00003270533,0.9859877,0.001952847,0.00235563,0.0009877866,0.008173839],"study_design_scores_gemma":[0.00001199911,0.00007326048,0.0001828865,0.00001071784,0.00001245604,0.00001363888,0.00003212592,0.997281,0.0003284068,0.0007966138,0.001250725,0.000006142085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05378038,0.001553021,0.8971115,0.0005728328,0.0001480375,0.0001410321,0.0002328151,0.0005195324,0.04594079],"genre_scores_gemma":[0.8926239,0.0009906905,0.08179871,0.0001676203,0.00004854222,0.0003069865,0.0003268643,0.0002000322,0.02353668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008130729,"threshold_uncertainty_score":0.02565569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078360233","doi":"10.4043/24375-ms","title":"Development of a Novel Kinetic Hydrate Inhibitor and Corrosion Inhibitor Package for Wet Gas Application","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Corrosion inhibitor; Hydrate; Corrosion; Clathrate hydrate; Dilution; Chemistry; Subcooling; Subsea; Chemical engineering; Process engineering; Thermodynamics; Organic chemistry; Engineering; Geotechnical engineering","authors":[{"name":"Regan Jones","is_ca":true},{"name":"Noah Morales","is_ca":true},{"name":"Jacob Anthony","is_ca":true},{"name":"Peter Andrew Webber","is_ca":true},{"name":"Ryan M. Harrington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009587210950147402,"gpt":0.1988126305994443,"spread":0.1892254196492969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004687792,0.0006103643,0.000376939,0.0003504989,0.0001484564,0.0004924609,0.0008080417,0.0004648024,0.001566208],"category_scores_gemma":[0.0004603028,0.0003628871,0.0004009463,0.0001424503,0.0002019511,0.0005073311,0.0003112894,0.0007874127,0.00148895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835394,"about_ca_system_score_gemma":0.0005909867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000918373,"about_ca_topic_score_gemma":0.001120908,"domain_scores_codex":[0.9996727,0.00001972862,0.00001475791,0.00004788053,0.0002049189,0.00003997387],"domain_scores_gemma":[0.9997343,0.00001953956,0.00007015243,0.00002105516,0.0001105051,0.00004436462],"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":[0.00003627156,0.00005254646,0.0001317486,0.00007996096,0.000008251016,0.00006231934,0.00001951506,0.0004218316,0.9905958,0.0003061863,0.0003350599,0.007950541],"study_design_scores_gemma":[0.0000153658,0.0006192396,0.0006679829,0.000007914524,0.0000184638,0.0001650215,0.000008466883,0.003527019,0.9833704,0.0000186922,0.01156712,0.00001428929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6572573,0.001879541,0.3180574,0.000652623,0.0002972541,0.001593061,0.001421671,0.005331984,0.01350927],"genre_scores_gemma":[0.7498863,0.001574146,0.2217682,0.0002073486,0.00006153284,0.0005570553,0.001398019,0.0007207054,0.02382678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566208,"threshold_uncertainty_score":0.005239487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}