{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":258,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":258,"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":"9a2676954410","filters":{"venue":"Ocean Engineering"}},"results":[{"id":"W2157379615","doi":"10.1016/j.oceaneng.2011.07.017","title":"A survey of techniques and challenges in underwater localization","year":2011,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":520,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Underwater; Global Positioning System; Computer science; Underwater acoustic communication; Bandwidth (computing); Node (physics); Real-time computing; Wireless; Physical layer; Telecommunications; Computer network; Engineering; Geography","authors":[{"name":"Hwee-Pink Tan","is_ca":false},{"name":"Roee Diamant","is_ca":true},{"name":"Winston K.G. Seah","is_ca":false},{"name":"Marc Waldmeyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07341654698965529,"gpt":0.2112426468656504,"spread":0.1378260998759951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001802754,0.001207424,0.001952733,0.002857067,0.00110435,0.003121147,0.002347513,0.001901614,0.003059324],"category_scores_gemma":[0.004551591,0.0009604622,0.0008791554,0.007812732,0.00121354,0.005089701,0.002142659,0.001495887,0.003134332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583307,"about_ca_system_score_gemma":0.001073512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002873395,"about_ca_topic_score_gemma":0.003378052,"domain_scores_codex":[0.9981555,0.000434388,0.0001553072,0.0003790996,0.0007901893,0.00008546904],"domain_scores_gemma":[0.997272,0.001310551,0.0001679357,0.0004121527,0.000780784,0.00005650142],"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":[0.00006035589,0.00005714958,0.001564977,0.002817009,0.00008168012,0.00008785717,0.0001572085,0.01809241,0.005688339,0.02047201,0.008066889,0.9428541],"study_design_scores_gemma":[0.00006068073,0.0004488758,0.003826443,0.002871729,0.0003440811,0.002404776,0.001732841,0.3398208,0.02464578,0.1188275,0.5047165,0.0003000949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0031116,0.1003719,0.8850179,0.001645345,0.0004915619,0.00007384326,0.0001637548,0.0006725263,0.008451559],"genre_scores_gemma":[0.07838396,0.3385462,0.5684814,0.001154678,0.002222613,0.0001997683,0.001189728,0.0003643793,0.009457226],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003121147,"threshold_uncertainty_score":0.01023448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365140218","doi":"10.1016/j.oceaneng.2023.114393","title":"A survey of underwater search for multi-target using Multi-AUV: Task allocation, path planning, and formation control","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Underwater; GRASP; Task (project management); Key (lock); Intervention AUV; Motion planning; Control (management); Computer science; Path (computing); Marine engineering; Real-time computing; Systems engineering; Engineering; Remotely operated underwater vehicle; Artificial intelligence; Mobile robot; Geography; Computer network; Robot; Computer security","authors":[{"name":"Linling Wang","is_ca":false},{"name":"Daqi Zhu","is_ca":false},{"name":"Wen Pang","is_ca":false},{"name":"Youmin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07186454632518022,"gpt":0.2790466660773894,"spread":0.2071821197522092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437803,0.0008319894,0.001200894,0.001356707,0.0005486923,0.001311617,0.001194204,0.000997889,0.00184206],"category_scores_gemma":[0.001019683,0.0005793468,0.0006136085,0.003495497,0.0003432648,0.00194365,0.0009918696,0.0007430356,0.000620553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006269708,"about_ca_system_score_gemma":0.001453131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006004546,"about_ca_topic_score_gemma":0.005018952,"domain_scores_codex":[0.9995908,0.00007532839,0.00003810139,0.0001186552,0.0001402536,0.00003686094],"domain_scores_gemma":[0.9995987,0.000153935,0.00003105024,0.00004646056,0.000136598,0.00003331171],"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":[0.00007663282,0.0001374165,0.002295295,0.003452928,0.0001329479,0.00007123739,0.0001209557,0.05073214,0.003835921,0.01423407,0.007539506,0.917371],"study_design_scores_gemma":[0.00003810985,0.000934336,0.007265771,0.001605792,0.0003435622,0.00073062,0.0009179791,0.5589982,0.009156275,0.0312891,0.3885919,0.0001283233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01746161,0.58845,0.3678521,0.001082959,0.0007252909,0.0001157466,0.0002177661,0.0004574898,0.02363708],"genre_scores_gemma":[0.2076461,0.5998354,0.1759458,0.0007610132,0.001056642,0.0002008199,0.0009319995,0.0001659273,0.01345627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006004546,"threshold_uncertainty_score":0.01193917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972019265","doi":"10.1016/j.oceaneng.2013.12.009","title":"Non-linear numerical modeling and experimental testing of a point absorber wave energy converter","year":2014,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Strategiske Forskningsråd","keywords":"Wave energy converter; Energy (signal processing); Point (geometry); Physics; Mechanics; Mathematics; Geometry","authors":[{"name":"Andrew Stephen Zurkinden","is_ca":false},{"name":"Francesco Ferri","is_ca":false},{"name":"Scott Beatty","is_ca":true},{"name":"Jens Peter Kofoed","is_ca":false},{"name":"Morten Kramer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01144657684170612,"gpt":0.1843677700064764,"spread":0.1729211931647703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645329,0.0003005052,0.0005661894,0.0002845334,0.0005494242,0.0008040085,0.0009572268,0.0007264598,0.002543941],"category_scores_gemma":[0.0009832596,0.0003069508,0.0003645548,0.0002884084,0.0008277158,0.0008835643,0.0004372385,0.0005610305,0.0004804999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803204,"about_ca_system_score_gemma":0.0005138832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002213251,"about_ca_topic_score_gemma":0.001161252,"domain_scores_codex":[0.999671,0.00005248639,0.00001711172,0.0000419037,0.000184065,0.00003330525],"domain_scores_gemma":[0.999365,0.0003257855,0.0000524323,0.0001168969,0.000102086,0.00003781895],"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":[0.001637175,0.001201721,0.006166141,0.0003140521,0.00005993283,0.0007727869,0.0004876138,0.6220849,0.3405237,0.003762877,0.0006432059,0.0223459],"study_design_scores_gemma":[0.0001501746,0.001029743,0.003070098,0.00000915575,0.00002440183,0.00007360582,0.0001180237,0.8588284,0.1355108,0.0004557986,0.0007024331,0.00002730187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711665,0.00005914863,0.02309,0.0001178116,0.00002413084,0.0000575069,0.00009963667,0.0003781181,0.005007221],"genre_scores_gemma":[0.9967514,0.00002955602,0.00195291,0.000006476981,0.000001926602,0.00002005168,0.00002420845,0.00001170389,0.001201812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543941,"threshold_uncertainty_score":0.008510292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086100357","doi":"10.1016/s0029-8018(02)00029-x","title":"Dynamics and control of a towed underwater vehicle system, part I: model development","year":2002,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":137,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Victoria","funders":"","keywords":"Towing; Underwater; Vehicle dynamics; Marine engineering; Work (physics); System dynamics; Dynamics (music); Supercavitation; Heading (navigation); Engineering; Computer science; Aerospace engineering; Simulation; Geology; Mechanical engineering; Physics; Mechanics","authors":[{"name":"Bradley J. Buckham","is_ca":true},{"name":"Meyer Nahon","is_ca":true},{"name":"Mae Seto","is_ca":false},{"name":"Xiaoyi Zhao","is_ca":true},{"name":"Casey Lambert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199252260213089,"gpt":0.1645624662834351,"spread":0.1525699436813042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002379747,0.0007031293,0.0005662439,0.0004092831,0.0004183717,0.0008462807,0.000656345,0.0009923493,0.003937593],"category_scores_gemma":[0.0007936002,0.0003674431,0.0005337689,0.0003707625,0.0006770513,0.0009477956,0.001147835,0.0009186714,0.0008236687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004518276,"about_ca_system_score_gemma":0.0008214223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121365,"about_ca_topic_score_gemma":0.004654529,"domain_scores_codex":[0.9998839,0.00002556839,0.000007092749,0.00002962372,0.00004047519,0.00001323899],"domain_scores_gemma":[0.9998105,0.00007401289,0.00003454817,0.00002015834,0.00005295247,0.000007907389],"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":[0.00001844307,0.00002528193,0.0004865667,0.0001242041,0.00001702501,0.00009415117,0.00009875515,0.967047,0.002716865,0.01380521,0.0008237417,0.01474261],"study_design_scores_gemma":[0.0000052133,0.00002052047,0.0002312686,0.00000838491,0.000005774461,0.00001950294,0.00001320822,0.9946619,0.0004895485,0.003232682,0.001306867,0.000005161607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07164711,0.002684082,0.8827078,0.0008769971,0.0002262874,0.0001891968,0.000644953,0.0004684939,0.04055511],"genre_scores_gemma":[0.9289618,0.002961713,0.03215599,0.0001314604,0.0001163848,0.0005948244,0.000685133,0.000132913,0.03425992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0121365,"threshold_uncertainty_score":0.02413172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205935717","doi":"10.1016/j.oceaneng.2021.110483","title":"Horizontal dynamic response of pile in unsaturated soil considering its construction disturbance effect","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":126,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Disturbance (geology); Pile; Geotechnical engineering; Environmental science; Geology; Engineering; Geomorphology","authors":[{"name":"Wenbing Wu","is_ca":true},{"name":"Zijian Yang","is_ca":false},{"name":"Xin Liu","is_ca":false},{"name":"Yunpeng Zhang","is_ca":true},{"name":"Hao Liu","is_ca":false},{"name":"M. Hesham El Naggar","is_ca":false},{"name":"Meijuan Xu","is_ca":false},{"name":"Guoxiong Mei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002688387953630403,"gpt":0.1682226892776073,"spread":0.1655343013239769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008526784,0.0002384787,0.0002259487,0.0002640527,0.0002991768,0.0003294365,0.0002212092,0.0004640438,0.001534403],"category_scores_gemma":[0.0003759744,0.0001457156,0.0002632845,0.0002967991,0.0003475144,0.0002507408,0.0003492284,0.0001670951,0.0001431437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210129,"about_ca_system_score_gemma":0.0002025989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783818,"about_ca_topic_score_gemma":0.004275745,"domain_scores_codex":[0.9999133,0.00001154868,0.000002117767,0.00001180283,0.00001876711,0.00004239688],"domain_scores_gemma":[0.9998655,0.00004220155,0.00002077613,0.00001066595,0.00003601053,0.00002488624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007629094,0.0001045422,0.02022137,0.0001439245,0.00006014865,0.002426966,0.0002362373,0.9035869,0.0580303,0.001131319,0.000605867,0.01268956],"study_design_scores_gemma":[0.000008023065,0.00013814,0.03336013,0.000007643224,0.00002923882,0.0001349651,0.0004327364,0.9594157,0.005943975,0.0002560111,0.0002560689,0.00001741775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923123,0.00003642173,0.004999816,0.00004293555,0.00001549454,0.000003881948,0.00004202884,0.00003990033,0.002507173],"genre_scores_gemma":[0.99959,0.00001004228,0.00006157231,0.000001987846,0.000001157135,7.22701e-7,0.000010467,0.000001805952,0.0003222164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006783818,"threshold_uncertainty_score":0.01348865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2192028265","doi":"10.1016/j.oceaneng.2015.08.061","title":"Precise trajectory control for an inspection class ROV","year":2015,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":106,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Remotely operated underwater vehicle; Control theory (sociology); Controller (irrigation); Trajectory; Kalman filter; Kinematics; PID controller; Control engineering; Computer science; Lyapunov function; SIGNAL (programming language); Extended Kalman filter; Adaptive control; Control system; Engineering; Artificial intelligence; Mobile robot; Robot; Control (management)","authors":[{"name":"Serdar Soylu","is_ca":true},{"name":"Alison A. Proctor","is_ca":true},{"name":"Ron P. Podhorodeski","is_ca":true},{"name":"Colin Bradley","is_ca":true},{"name":"Bradley J. Buckham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02711062792788049,"gpt":0.2182002104106245,"spread":0.191089582482744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350347,0.0004720422,0.000438783,0.0002645671,0.0005745589,0.0005598032,0.000486966,0.0006993945,0.0009366531],"category_scores_gemma":[0.0007058393,0.0002611383,0.0002405578,0.0002711169,0.0005998491,0.0003466696,0.0007751586,0.0005302287,0.0001777656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722943,"about_ca_system_score_gemma":0.0007343913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143036,"about_ca_topic_score_gemma":0.007906786,"domain_scores_codex":[0.9997954,0.00002534081,0.000006931104,0.00006211541,0.0000693905,0.00004089174],"domain_scores_gemma":[0.9997421,0.0000512737,0.00006038937,0.0000379065,0.00008951139,0.00001874079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004621409,0.00005938096,0.001407432,0.00009246123,0.00002714808,0.0002631261,0.000325545,0.880303,0.05080579,0.005878525,0.001160717,0.05921479],"study_design_scores_gemma":[0.00001888798,0.0002245303,0.0008605833,0.000004290202,0.000005098079,0.00001972046,0.00002568723,0.9957527,0.001796646,0.0006866058,0.0005974153,0.000007856955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.245502,0.000187306,0.7458383,0.0003404341,0.0001097127,0.00006551775,0.00007725453,0.0005524725,0.007327033],"genre_scores_gemma":[0.9912847,0.00002452736,0.006737062,0.00001386167,0.000007127229,0.00002191814,0.00002242303,0.00001129066,0.001877105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0143036,"threshold_uncertainty_score":0.02844065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034845999","doi":"10.1016/j.oceaneng.2009.03.007","title":"Paving the way for a future underwater omni-directional wireless optical communication systems","year":2009,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Underwater; Optical wireless; Light-emitting diode; Wireless; Communications system; Optical communication; Turbidity; Computer science; Optics; Point (geometry); Environmental science; Remote sensing; Engineering; Telecommunications; Electronic engineering; Geology; Physics; Mathematics","authors":[{"name":"Greg Baiden","is_ca":true},{"name":"Yassiah Bissiri","is_ca":true},{"name":"Andrew Masoti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008556791256707564,"gpt":0.2039311584057822,"spread":0.1953743671490746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158808,0.0003564882,0.0003950448,0.0003595318,0.0009259864,0.002170776,0.001001898,0.002453294,0.01270497],"category_scores_gemma":[0.001463063,0.0002966144,0.0002835763,0.0003471043,0.001442871,0.006498575,0.0017731,0.002036517,0.003232764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007464535,"about_ca_system_score_gemma":0.002081068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263159,"about_ca_topic_score_gemma":0.001974862,"domain_scores_codex":[0.999552,0.00008264115,0.00002009485,0.00004379563,0.0002056223,0.00009583058],"domain_scores_gemma":[0.9991338,0.0001465773,0.00005901588,0.00006402155,0.0003943657,0.000202337],"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":[0.0002990637,0.0001832357,0.002366772,0.0007051809,0.00003682785,0.0003405095,0.0003825605,0.009232282,0.03467264,0.418746,0.07300798,0.460027],"study_design_scores_gemma":[0.0000539725,0.000271927,0.0008795146,0.0003331507,0.00003007801,0.0003646264,0.001062964,0.03934026,0.01457133,0.1648703,0.7781253,0.00009655411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04656914,0.06001078,0.6411372,0.108257,0.007797806,0.0001888851,0.0003632701,0.001999936,0.133676],"genre_scores_gemma":[0.4015537,0.04587748,0.4242494,0.009394206,0.002400146,0.0002031941,0.0006400557,0.0002353295,0.1154464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01270497,"threshold_uncertainty_score":0.04250234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999920328","doi":"10.1016/j.oceaneng.2006.07.003","title":"Estimation of pile group scour using adaptive neuro-fuzzy approach","year":2006,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Adaptive neuro fuzzy inference system; Bathymetry; Pier; Wave height; Engineering; Marine engineering; Geotechnical engineering; Geology; Fuzzy logic; Computer science; Structural engineering; Fuzzy control system; Artificial intelligence","authors":[{"name":"Sayed M. Bateni","is_ca":true},{"name":"Dong‐Sheng Jeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006699337380167287,"gpt":0.1774127553057817,"spread":0.1707134179256144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002866848,0.0005179936,0.000672874,0.000705455,0.0004295648,0.0004534594,0.0004462866,0.0006780677,0.00046952],"category_scores_gemma":[0.001087942,0.000316669,0.0004401594,0.0005419716,0.0002935902,0.0004975153,0.0003598975,0.0003751577,0.00009955263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571355,"about_ca_system_score_gemma":0.0004219703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008243794,"about_ca_topic_score_gemma":0.007287362,"domain_scores_codex":[0.9998924,0.0000191221,0.000007342623,0.00002423875,0.00003653931,0.00002032047],"domain_scores_gemma":[0.9995351,0.000179358,0.00006356557,0.00002493902,0.0001647829,0.00003231469],"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":[0.0004002745,0.00008591068,0.005538589,0.0001296162,0.0001036472,0.0001649299,0.0001017878,0.8522036,0.02017792,0.0007011679,0.0004320623,0.1199605],"study_design_scores_gemma":[0.000004997677,0.00001752765,0.0007181287,0.000002085805,0.000007643598,0.00000590371,0.0000087213,0.9982991,0.0007930516,0.0001064729,0.0000318561,0.00000459635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4246767,0.0002399761,0.5720688,0.0001113933,0.00006764314,0.00004417465,0.00004689089,0.000275228,0.002469045],"genre_scores_gemma":[0.9820532,0.00004597424,0.01738078,0.00001102474,0.00001409707,0.00001475448,0.00002220525,0.000006736275,0.0004513626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008243794,"threshold_uncertainty_score":0.01639163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921534671","doi":"10.1016/j.oceaneng.2019.02.009","title":"Dynamic risk assessment of subsea pipelines leak using precursor data","year":2019,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":94,"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":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada","keywords":"Subsea; Pipeline transport; Integrity management; Risk assessment; Computer science; Risk analysis (engineering); Bayesian network; Reliability engineering; Bayesian probability; Risk management; Pipeline (software); Failure mode and effects analysis; Engineering; Machine learning; Marine engineering; Business; Computer security; Artificial intelligence","authors":[{"name":"Xinhong Li","is_ca":false},{"name":"Guoming Chen","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Changhang Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06488762943257863,"gpt":0.3776938358609952,"spread":0.3128062064284166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214606,0.0006424951,0.0005632248,0.001901918,0.0004210026,0.001882317,0.0007834593,0.000766196,0.00176178],"category_scores_gemma":[0.005351773,0.0003396628,0.0006185182,0.001199842,0.0003458892,0.001977173,0.00104114,0.0008388751,0.0001705666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122379,"about_ca_system_score_gemma":0.001698353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705672,"about_ca_topic_score_gemma":0.0089266,"domain_scores_codex":[0.9995878,0.00008605076,0.00002463198,0.00008985293,0.0001525157,0.00005910168],"domain_scores_gemma":[0.9982127,0.0008141546,0.0002359561,0.0001407626,0.0005252127,0.00007122808],"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":[0.0004812876,0.00009850479,0.03774276,0.0001069061,0.00009868306,0.0004254565,0.0001215077,0.9125953,0.003050473,0.006623025,0.00089481,0.03776131],"study_design_scores_gemma":[0.00001562902,0.0001410257,0.005525358,0.00002013322,0.00004204494,0.00005597843,0.0001107012,0.9877988,0.002458546,0.003176541,0.0006382176,0.00001693583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883123,0.0002493153,0.1008345,0.0003973026,0.00003303385,0.0001651842,0.002013271,0.0005915349,0.007403621],"genre_scores_gemma":[0.9884368,0.00007604155,0.01009574,0.00001036685,0.000004537161,0.0000248389,0.0006048334,0.0000210298,0.0007257347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705672,"threshold_uncertainty_score":0.03391492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982010659","doi":"10.1016/j.oceaneng.2010.03.003","title":"Sonar image segmentation based on GMRF and level-set models","year":2010,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Gallipoli Medical Research Foundation","keywords":"Sonar; Artificial intelligence; Level set (data structures); Segmentation; Computer science; Initialization; Level set method; Pattern recognition (psychology); Image segmentation; Set (abstract data type); Energy (signal processing); Computer vision; Mathematics; Statistics","authors":[{"name":"Xiu-Fen Ye","is_ca":false},{"name":"Zhehui Zhang","is_ca":false},{"name":"Peter Liu","is_ca":true},{"name":"Hong-Ling Guan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01785714966511417,"gpt":0.246069329654889,"spread":0.2282121799897749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813032,0.0007755126,0.001097895,0.001603595,0.0003186873,0.0010702,0.0008377319,0.001198968,0.00117988],"category_scores_gemma":[0.001985099,0.0007942693,0.001238781,0.001180726,0.0005776296,0.001265419,0.0005623167,0.001114329,0.0008273398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552456,"about_ca_system_score_gemma":0.0009601013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098378,"about_ca_topic_score_gemma":0.005130396,"domain_scores_codex":[0.9997413,0.00005198761,0.00001664932,0.00006019819,0.0001051592,0.00002469681],"domain_scores_gemma":[0.9995946,0.0001841612,0.00005270316,0.00005914386,0.00008895275,0.0000205238],"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":[0.0001854329,0.00006273896,0.000869365,0.0002211666,0.0001626146,0.0001204631,0.000151878,0.4612927,0.07255431,0.009185093,0.002284786,0.4529094],"study_design_scores_gemma":[0.000008501138,0.00001975786,0.0005600343,0.0000154675,0.00003314538,0.00007735736,0.000008498447,0.9841357,0.01018643,0.003940907,0.0009958905,0.00001839929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004107289,0.0001246587,0.9948078,0.00005915472,0.00001518164,0.00002117773,0.00002931174,0.0004827851,0.0003527066],"genre_scores_gemma":[0.09698002,0.0004945762,0.9000327,0.0001067692,0.00005548356,0.0001115699,0.0002585476,0.0004472899,0.001513024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004098378,"threshold_uncertainty_score":0.008149087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988000025","doi":"10.1016/j.oceaneng.2010.01.006","title":"Modeling of twin-turbine systems with vertical axis tidal current turbines: Part I—Power output","year":2010,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Turbine; Towing; Marine engineering; Power (physics); Wake; Tidal power; Engineering; Electric power system; Upstream (networking); Control theory (sociology); Mechanical engineering; Computer science; Aerospace engineering; Physics","authors":[{"name":"Ye Li","is_ca":true},{"name":"Sander M. Çalışal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009637403556925092,"gpt":0.1986961896752665,"spread":0.1890587861183414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002393706,0.0006831436,0.0009598666,0.0003145669,0.0005716959,0.00129539,0.001401116,0.001269752,0.004598174],"category_scores_gemma":[0.0007823209,0.0006448483,0.0007547321,0.0005730573,0.0005489047,0.001760497,0.0007276131,0.000740921,0.0005707733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483987,"about_ca_system_score_gemma":0.0006539866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261139,"about_ca_topic_score_gemma":0.00767719,"domain_scores_codex":[0.9998069,0.00004710823,0.00001319898,0.00004834206,0.00005441799,0.00002997518],"domain_scores_gemma":[0.9997312,0.00009985495,0.00004213384,0.0000259691,0.00007205147,0.00002864378],"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":[0.00001598168,0.00001000006,0.0003413073,0.00001476686,0.000009440193,0.00003773259,0.00001544896,0.9961809,0.0006364894,0.0009395708,0.0001477895,0.001650647],"study_design_scores_gemma":[0.000002242473,0.000007089621,0.0001296452,0.000001012508,0.000002503273,0.000004504852,0.000004142294,0.9993914,0.0001047138,0.0002252025,0.0001257091,0.000001710725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3586984,0.0007373538,0.5897942,0.0004995796,0.0001845273,0.000125392,0.00086164,0.0008033774,0.04829551],"genre_scores_gemma":[0.9856415,0.00019363,0.005742157,0.0000243851,0.00002470315,0.00005453729,0.0001788578,0.00007152942,0.008068711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01261139,"threshold_uncertainty_score":0.02507597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965361736","doi":"10.1016/j.oceaneng.2004.05.001","title":"Risk-based decision-making for drilling waste discharges using a fuzzy synthetic evaluation technique","year":2004,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":85,"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":"Pollutant; Environmental science; Drilling fluid; Petroleum; Waste management; Fuzzy logic; Submarine pipeline; Analytic hierarchy process; Contamination; Petroleum engineering; Drilling; Risk analysis (engineering); Biochemical engineering; Computer science; Engineering; Operations research; Geology; Business; Chemistry; Artificial intelligence","authors":[{"name":"Rehan Sadiq","is_ca":false},{"name":"Tahir Husain","is_ca":true},{"name":"Brian Veitch","is_ca":true},{"name":"Neil Bose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07820595990540109,"gpt":0.3901473938314483,"spread":0.3119414339260472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00590873,0.0009905074,0.001213424,0.002018753,0.0007830756,0.001622566,0.0007768587,0.001006515,0.00103882],"category_scores_gemma":[0.009765562,0.0004772752,0.001447545,0.001139148,0.0007758762,0.001366649,0.0009453961,0.0008173664,0.00005746185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598905,"about_ca_system_score_gemma":0.001348175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003204725,"about_ca_topic_score_gemma":0.002623101,"domain_scores_codex":[0.9980682,0.001123878,0.0001140234,0.0001156772,0.0004819203,0.00009647294],"domain_scores_gemma":[0.9947495,0.003935974,0.0002978463,0.0001032393,0.0007787163,0.0001347368],"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":[0.0001996427,0.0000720698,0.0006570161,0.0000918074,0.00009292964,0.00008902012,0.0001242799,0.9560929,0.002317498,0.01089948,0.000208885,0.02915441],"study_design_scores_gemma":[0.00000774865,0.00004548462,0.00009336327,0.000007255799,0.00001550689,0.00001133626,0.00001607253,0.9958736,0.0005392906,0.003311956,0.0000712086,0.000007172723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08897097,0.0001451651,0.9089912,0.0001616707,0.00002696301,0.00006988538,0.00003345231,0.00005616959,0.001544516],"genre_scores_gemma":[0.8074839,0.0001050379,0.1916487,0.00003057931,0.00002120221,0.0001396458,0.00004470889,0.00001989234,0.000506465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00590873,"threshold_uncertainty_score":0.03124869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987315143","doi":"10.1016/j.oceaneng.2009.12.001","title":"Vibration analysis of rectangular Mindlin plates on elastic foundations and vertically in contact with stationary fluid by the Ritz method","year":2009,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ritz method; Boundary value problem; Vibration; Mathematical analysis; Displacement (psychology); Timoshenko beam theory; Mathematics; Fourier series; Beam (structure); Geometry; Boundary (topology); Plate theory; Cartesian coordinate system; Structural engineering; Engineering; Physics; Acoustics","authors":[{"name":"Shahrokh Hosseini-Hashemi","is_ca":false},{"name":"Mahmoud Karimi","is_ca":false},{"name":"H. Rokni Damavandi Taher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002481340820178517,"gpt":0.1993235586891774,"spread":0.1968422178689989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002983098,0.0005315307,0.0005641392,0.0005517096,0.000207703,0.000486879,0.0006116133,0.0007801995,0.001940283],"category_scores_gemma":[0.0006007447,0.0003132065,0.0004870131,0.0002457827,0.0009327635,0.0005713124,0.0006290243,0.0004454716,0.0003470532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132689,"about_ca_system_score_gemma":0.0003367863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148579,"about_ca_topic_score_gemma":0.001116064,"domain_scores_codex":[0.9998546,0.00004104294,0.000004775859,0.0000213318,0.00005396315,0.00002432461],"domain_scores_gemma":[0.9998203,0.00008691799,0.00002600036,0.00001860634,0.00003293669,0.00001533344],"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":[0.0004783887,0.0001232705,0.004174103,0.000193815,0.0001045085,0.0008722804,0.0004770756,0.8096102,0.09627188,0.05459058,0.001289366,0.03181458],"study_design_scores_gemma":[0.00001362977,0.00005477487,0.001208422,0.000005345896,0.000006787349,0.00004522758,0.00008462834,0.9946621,0.00172622,0.001895945,0.0002834268,0.00001351718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5833366,0.0005040566,0.401028,0.0002484992,0.0001012955,0.00004104148,0.0000895198,0.0001804749,0.01447033],"genre_scores_gemma":[0.9766862,0.000186526,0.01523595,0.00003054427,0.00002781846,0.00003201833,0.00005088151,0.00005172291,0.007698313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940283,"threshold_uncertainty_score":0.006490886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285585682","doi":"10.1016/j.oceaneng.2022.111797","title":"Towards system-theoretic risk assessment for future ships: A framework for selecting Risk Control Options","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Business Finland; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Risk analysis (engineering); Context (archaeology); Risk assessment; Computer science; Process (computing); Hazard; Control (management); Hazard analysis; Identification (biology); Operations research; Engineering; Computer security; Reliability engineering; Business; Artificial intelligence","authors":[{"name":"Meriam Chaal","is_ca":false},{"name":"Ahmad BahooToroody","is_ca":false},{"name":"Sunil Basnet","is_ca":false},{"name":"Osiris A. Valdez Banda","is_ca":false},{"name":"Floris Goerlandt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01921886803621952,"gpt":0.3182586573786809,"spread":0.2990397893424614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008347351,0.002882399,0.001501081,0.004414263,0.0008589727,0.004032683,0.002136956,0.001907697,0.002993395],"category_scores_gemma":[0.01202199,0.0008302836,0.002175098,0.001882411,0.00298402,0.003522831,0.003146625,0.00315735,0.0004169279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252161,"about_ca_system_score_gemma":0.003444387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004112403,"about_ca_topic_score_gemma":0.003097859,"domain_scores_codex":[0.9956862,0.002385116,0.0002381707,0.0004970509,0.000973327,0.00022016],"domain_scores_gemma":[0.9934831,0.004417402,0.0007405479,0.0002305337,0.0008889295,0.0002394551],"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":[0.00002817624,0.00005802689,0.001248503,0.0002274797,0.0001345516,0.0001905219,0.0002630597,0.7324927,0.001125514,0.2396065,0.0007633913,0.02386147],"study_design_scores_gemma":[0.00001092262,0.00006231813,0.0002838259,0.0001107017,0.00003888746,0.00006639756,0.0001260586,0.7730688,0.0004139831,0.2235889,0.002193037,0.00003606346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002933611,0.0001893686,0.9946997,0.0002641137,0.00001246257,0.00004943967,0.00004211694,0.00003285665,0.001776396],"genre_scores_gemma":[0.3227508,0.001146149,0.6728887,0.0001881445,0.0001594239,0.0006793446,0.0002664813,0.00006880952,0.001852131],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008347351,"threshold_uncertainty_score":0.04414552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091077741","doi":"10.1016/j.oceaneng.2012.01.008","title":"Numerical simulation of water impact for 2D and 3D bodies","year":2012,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":76,"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; Defence Research and Development Canada","keywords":"Slamming; Free surface; Wedge (geometry); Compressibility; Mechanics; Geometry; Conjugate gradient method; Cylinder; Mathematics; Nonlinear system; Geology; Mathematical analysis; Physics; Mathematical optimization; Hull","authors":[{"name":"Qingyong Yang","is_ca":true},{"name":"Wei Qiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008487449321643624,"gpt":0.2424662239365932,"spread":0.2339787746149495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622203,0.0005796885,0.0007807944,0.0007396495,0.0008432645,0.000927578,0.0008832882,0.001496079,0.004758627],"category_scores_gemma":[0.00157244,0.0005646346,0.0007819232,0.0007572612,0.000815992,0.000797186,0.001675317,0.0006987782,0.0004028632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007841013,"about_ca_system_score_gemma":0.0008233799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150008,"about_ca_topic_score_gemma":0.01198701,"domain_scores_codex":[0.9997323,0.00004441457,0.0000136874,0.00002702668,0.0001268771,0.00005556838],"domain_scores_gemma":[0.9994136,0.0002937439,0.00005209934,0.00004980916,0.00009949779,0.00009131946],"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":[0.00007439875,0.000041664,0.001383259,0.0000309311,0.00001778719,0.0001120719,0.00007223177,0.9889292,0.002572882,0.00234582,0.0003403737,0.004079296],"study_design_scores_gemma":[0.00001216448,0.00001597244,0.0005488879,0.000003316979,0.000003063456,0.00001778429,0.00002604275,0.9978335,0.0005497541,0.0005842854,0.0003969665,0.000008210861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987577,0.0006834419,0.1427731,0.0007858802,0.0002967103,0.0001816777,0.001205906,0.0009520558,0.05436357],"genre_scores_gemma":[0.9780208,0.000205064,0.01632207,0.00007724734,0.00002906898,0.00008848582,0.0003201337,0.0001221056,0.004815038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0150008,"threshold_uncertainty_score":0.02982694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361291645","doi":"10.1016/j.oceaneng.2023.114260","title":"A comprehensive review of in-pipe robots","year":2023,"lang":"en","type":"review","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Simon Fraser University","keywords":"Robot; SAFER; Hazardous waste; Pipeline transport; Robotics; Engineering; Construction engineering; Pipeline (software); Systems engineering; Field (mathematics); Computer science; Transport engineering; Artificial intelligence; Mechanical engineering; Computer security; Waste management","authors":[{"name":"Jalal Taheri Kahnamouei","is_ca":true},{"name":"Mehrdad Moallem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06481380342816866,"gpt":0.2933202895667372,"spread":0.2285064861385685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006003735,0.001277154,0.001599789,0.003354665,0.000314912,0.001070458,0.001040178,0.001110689,0.009112711],"category_scores_gemma":[0.001416115,0.0005121077,0.0007106839,0.003657811,0.0003645955,0.001904414,0.001004685,0.0008923482,0.003931682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230336,"about_ca_system_score_gemma":0.001600319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213735,"about_ca_topic_score_gemma":0.002303905,"domain_scores_codex":[0.9996942,0.00004560907,0.00004802406,0.00005222896,0.0001335832,0.00002636322],"domain_scores_gemma":[0.999449,0.0002492186,0.0000843836,0.00002305109,0.0001568777,0.00003745739],"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":[0.00005072823,0.00004860551,0.0001427574,0.02610724,0.00006611618,0.00006872096,0.00002855796,0.0007601341,0.0009995939,0.002077993,0.03122973,0.9384198],"study_design_scores_gemma":[0.00001097538,0.0001373505,0.0005963985,0.006083054,0.0001453627,0.0003769421,0.00004326036,0.0002446373,0.0005211583,0.001305278,0.9905098,0.0000257018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001954242,0.9948657,0.001178215,0.0002246139,0.0004376557,0.000012117,0.0000913858,0.0000310483,0.0029638],"genre_scores_gemma":[0.0008485033,0.996237,0.0009864974,0.0001783789,0.0002654598,0.00001151008,0.0001096456,0.000006896372,0.001356044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009112711,"threshold_uncertainty_score":0.03048509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792606551","doi":"10.1016/j.oceaneng.2018.01.030","title":"Hydraulic valve-based active-heave compensation using a model-predictive controller with non-linear valve compensations","year":2018,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Rolls-Royce (Canada); Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"PID controller; Control theory (sociology); Model predictive control; Controller (irrigation); Compensation (psychology); Open-loop controller; MATLAB; Engineering; Control engineering; Computer science; Temperature control; Control (management)","authors":[{"name":"Jeffrey Woodacre","is_ca":true},{"name":"Robert Bauer","is_ca":true},{"name":"Rishad A. Irani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01684634239983792,"gpt":0.2239654336750538,"spread":0.2071190912752159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229275,0.000541447,0.0006647909,0.0002985761,0.0005591521,0.0007447834,0.000961659,0.0006590001,0.001995974],"category_scores_gemma":[0.0005349641,0.0003154968,0.0003484715,0.0001884444,0.0003863793,0.0005373352,0.0005568327,0.0007433911,0.0003757697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955325,"about_ca_system_score_gemma":0.0005829447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003217738,"about_ca_topic_score_gemma":0.004501223,"domain_scores_codex":[0.9998111,0.00001927078,0.000014404,0.00004820056,0.00008571137,0.00002137996],"domain_scores_gemma":[0.9997565,0.00006473331,0.00002694757,0.00002982423,0.0001044314,0.00001756868],"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":[0.001011926,0.0004294681,0.00122163,0.0007304928,0.0001769357,0.0003651142,0.0002726273,0.4394052,0.2064446,0.006394911,0.003731289,0.3398158],"study_design_scores_gemma":[0.00006572967,0.000168232,0.0006446416,0.00001264022,0.00003232908,0.00004800244,0.00001059454,0.9787775,0.01841052,0.000393146,0.001416592,0.0000200119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06121378,0.0004441907,0.9274984,0.0001991508,0.0004357218,0.0001019206,0.00005474876,0.0018591,0.008192984],"genre_scores_gemma":[0.9693387,0.00008608133,0.02770492,0.00005188109,0.00004320358,0.00005615529,0.00003467793,0.00002538466,0.002658847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003217738,"threshold_uncertainty_score":0.00667721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087621366","doi":"10.1016/s0029-8018(01)00077-4","title":"Damage identification in a ship’s structure using neural networks","year":2002,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":70,"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":"Finite element method; Artificial neural network; Vibration; Identification (biology); Structural engineering; Shell (structure); Function (biology); Autocorrelation; Work (physics); Computer science; Engineering; Artificial intelligence; Acoustics; Mechanical engineering; Mathematics; Physics","authors":[{"name":"Achmad Zubaydi","is_ca":true},{"name":"M.R. Haddara","is_ca":true},{"name":"A. S. J. Swamidas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0183592833384573,"gpt":0.2413018880539261,"spread":0.2229426047154688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824164,0.0003317347,0.0002471841,0.0004656607,0.0001792239,0.0002687251,0.0002898189,0.000603107,0.0004438497],"category_scores_gemma":[0.001153808,0.0002680258,0.0002521898,0.0003649959,0.0002754435,0.0005604284,0.000263607,0.0004262928,0.0000991706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268038,"about_ca_system_score_gemma":0.0001841185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681356,"about_ca_topic_score_gemma":0.005752854,"domain_scores_codex":[0.9999307,0.00001169318,0.000004316292,0.00002162225,0.00001975271,0.00001191869],"domain_scores_gemma":[0.999604,0.0002283734,0.00006731034,0.00002260966,0.00006361938,0.00001400568],"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":[0.0001228507,0.00004824809,0.004230029,0.00003250996,0.00003711932,0.00007027578,0.00004025704,0.869345,0.009629192,0.0008178212,0.000245139,0.1153815],"study_design_scores_gemma":[0.00000105701,0.000007463435,0.0008128469,0.000001626902,0.000003527973,0.000005790007,0.000002436639,0.9981027,0.0007434161,0.0002840565,0.00003348017,0.000001573477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3523742,0.0005642131,0.6446562,0.000189417,0.00004133692,0.00001905196,0.00005335719,0.0002697882,0.001832381],"genre_scores_gemma":[0.9696317,0.0001678442,0.02840741,0.00002398176,0.00002332132,0.00001436743,0.00004305329,0.000009201889,0.001679141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004681356,"threshold_uncertainty_score":0.009308219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969184931","doi":"10.1016/j.oceaneng.2012.12.052","title":"An experimental technique for evaluating the aerodynamic impact of ship superstructures on helicopter operations","year":2013,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Research Council Canada","keywords":"Marine engineering; Aerodynamics; Engineering; Deck; Aerodynamic force; Structural engineering; Aerospace engineering; Aeronautics","authors":[{"name":"Christopher H. Kääriä","is_ca":false},{"name":"Yaxing Wang","is_ca":false},{"name":"Mark White","is_ca":false},{"name":"I. Owen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01181213496402389,"gpt":0.2864389693455992,"spread":0.2746268343815753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006130858,0.0006720677,0.0001829028,0.000596505,0.0009327445,0.0002695,0.0005397504,0.0005072472,0.004465146],"category_scores_gemma":[0.001495516,0.0002999393,0.0003314714,0.0003471707,0.0007963261,0.0004883042,0.0004979066,0.0006904645,0.0004032604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852119,"about_ca_system_score_gemma":0.0008782081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447706,"about_ca_topic_score_gemma":0.002309315,"domain_scores_codex":[0.9993898,0.0001282889,0.00004064852,0.00008086499,0.0002473312,0.0001131241],"domain_scores_gemma":[0.9984874,0.0005808174,0.0001892546,0.0002556505,0.0003577149,0.0001292252],"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":[0.001662519,0.002682178,0.005040462,0.00009578736,0.00001526126,0.0001039512,0.000215169,0.00100185,0.9754332,0.0006016325,0.0001180577,0.01302991],"study_design_scores_gemma":[0.0003884047,0.04501716,0.04914093,0.00003097308,0.00008987737,0.0003425658,0.0007044693,0.005437146,0.8963592,0.000299167,0.00213757,0.00005258955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9829948,0.00006018124,0.01315489,0.00002699497,0.00005892792,0.0004183801,0.0002359435,0.00004037504,0.003009486],"genre_scores_gemma":[0.9836812,0.0001646803,0.01297927,0.00003438937,0.00003242067,0.0006185395,0.0002226728,0.0000203696,0.002246548],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004465146,"threshold_uncertainty_score":0.01493734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007726773","doi":"10.1016/j.oceaneng.2014.12.006","title":"Effect of shroud on the performance of horizontal axis hydrokinetic turbines","year":2015,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Manitoba Hydro; Research Manitoba","keywords":"Shroud; Turbine; Marine engineering; Maximum power principle; Horizontal axis; Thrust; Power (physics); Range (aeronautics); Environmental science; Mechanical engineering; Engineering; Aerospace engineering; Structural engineering; Physics","authors":[{"name":"Mohammad Shahsavarifard","is_ca":true},{"name":"Eric Bibeau","is_ca":true},{"name":"Vijay Chatoorgoon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006395104786195109,"gpt":0.186971385524844,"spread":0.1805762807386489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905609,0.0003751459,0.0005523539,0.0002289682,0.0003595467,0.0004988014,0.0002286024,0.0005231794,0.002192956],"category_scores_gemma":[0.001697647,0.0002069597,0.0002473482,0.0001712455,0.0003680188,0.0005656996,0.000281904,0.0003347349,0.0005012832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156969,"about_ca_system_score_gemma":0.000150483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006800639,"about_ca_topic_score_gemma":0.0008990103,"domain_scores_codex":[0.9997724,0.00006812524,0.00002126872,0.0000396632,0.00004847629,0.00005009061],"domain_scores_gemma":[0.9972538,0.0015231,0.0003566813,0.0001901333,0.0004482145,0.0002280976],"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":[0.01085551,0.0004635482,0.02684983,0.0003672455,0.0001462118,0.001655912,0.0004984137,0.1007504,0.8202121,0.0002460841,0.0008869802,0.03706783],"study_design_scores_gemma":[0.0002307939,0.01163692,0.1220279,0.00005396375,0.0003729519,0.000919666,0.0009950668,0.1312503,0.7301672,0.0002437881,0.001956383,0.0001449024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984523,0.0000906381,0.0007980836,0.00002278015,0.00002135964,0.000002425717,0.0000486823,0.00009208581,0.0004716981],"genre_scores_gemma":[0.9994209,0.00002886598,0.0001880556,0.000009947873,0.00000568415,0.00000117714,0.00004770946,0.00002002038,0.0002776126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192956,"threshold_uncertainty_score":0.00733614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088435686","doi":"10.1016/j.oceaneng.2020.108116","title":"Reinforced concrete bridge structures under barge impacts: FE modeling, dynamic behaviors, and UHPFRC-based strengthening","year":2020,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Key Technologies Research and Development Program; Hunan Provincial Science and Technology Department; National Natural Science Foundation of China","keywords":"BARGE; Pier; Structural engineering; Bridge (graph theory); Span (engineering); Girder; Impact; Displacement (psychology); Engineering; Marine engineering","authors":[{"name":"Wei Fan","is_ca":false},{"name":"Dongjie Shen","is_ca":false},{"name":"Xu Huang","is_ca":true},{"name":"Yang Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009270338263338295,"gpt":0.2151221888293271,"spread":0.2058518505659888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003780563,0.0003629541,0.0004317858,0.0006012566,0.000506056,0.0004980078,0.000982292,0.001114968,0.001873482],"category_scores_gemma":[0.001184634,0.0002588745,0.0003723964,0.0004459751,0.0008534636,0.0007263712,0.000540016,0.0003753635,0.0002753421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532481,"about_ca_system_score_gemma":0.0005954002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241925,"about_ca_topic_score_gemma":0.01410752,"domain_scores_codex":[0.9998094,0.0000354582,0.000005527832,0.00002591546,0.00008059861,0.00004311591],"domain_scores_gemma":[0.9997459,0.00007826899,0.00004497427,0.0000377161,0.0000696441,0.00002353049],"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":[0.00004900125,0.0000774816,0.002862884,0.00002122237,0.000009039811,0.0001481613,0.00009179852,0.9791531,0.007819651,0.002052761,0.0001773595,0.007537471],"study_design_scores_gemma":[0.000003081901,0.00003228099,0.001446177,0.000004175864,0.000004812325,0.00001387007,0.00004990408,0.9969047,0.00108529,0.0002918119,0.0001599653,0.000003932034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589013,0.0001147902,0.02772201,0.0001573509,0.00001767858,0.00002506092,0.00006724172,0.0001046276,0.01288993],"genre_scores_gemma":[0.9971287,0.00003592056,0.001643765,0.000007649103,0.000002619396,0.000006845034,0.00002153347,0.000008678165,0.001144353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241925,"threshold_uncertainty_score":0.02469391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082367939","doi":"10.1016/j.oceaneng.2020.107909","title":"Wind-wave coupling effects on the fatigue damage of tendons for a 10 MW multi-body floating wind turbine","year":2020,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; European Regional Development Fund; National Renewable Energy Laboratory; International Energy Agency; CANDU Owners Group; National Natural Science Foundation of China; Danmarks Tekniske Universitet; Royal Society; Delhi Technological University; Horizon 2020; Foundation for Angelman Syndrome Therapeutics","keywords":"Coupling (piping); Turbine; Tension (geology); Marine engineering; Structural engineering; Engineering; Materials science; Mechanical engineering; Composite material","authors":[{"name":"Yang Yang","is_ca":false},{"name":"Musa Bashir","is_ca":false},{"name":"Jin Wang","is_ca":false},{"name":"Constantine Michailides","is_ca":false},{"name":"Sean Loughney","is_ca":false},{"name":"Milad Armin","is_ca":false},{"name":"Sergio Hernández","is_ca":false},{"name":"Joaquín Urbano","is_ca":false},{"name":"Chun Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02880738756517579,"gpt":0.2106386559812627,"spread":0.1818312684160869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002282619,0.0002132022,0.0002696827,0.000394246,0.0003809816,0.0001869413,0.000325363,0.0006745829,0.002484608],"category_scores_gemma":[0.0009179867,0.0002222209,0.0004088655,0.0002010479,0.0003207031,0.0003143906,0.000239392,0.0003093209,0.0002303861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599559,"about_ca_system_score_gemma":0.0001666235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692453,"about_ca_topic_score_gemma":0.005090118,"domain_scores_codex":[0.9999036,0.00001090148,0.000008288743,0.00001442959,0.00003400527,0.0000287473],"domain_scores_gemma":[0.9993387,0.0003425378,0.00008527773,0.00004272787,0.0001307284,0.00005998819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004304186,0.0005688517,0.03625761,0.000322328,0.000129346,0.00419757,0.0005134503,0.376768,0.5355794,0.0004623419,0.001047076,0.03984983],"study_design_scores_gemma":[0.0000856826,0.0037819,0.2979824,0.00004410571,0.0001844153,0.001207848,0.0005767737,0.5716054,0.1236453,0.0002514417,0.0005546369,0.00007996908],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989439,0.00004097178,0.0005693267,0.00001462769,0.000003959457,0.00000332522,0.00003323383,0.00001345908,0.0003772718],"genre_scores_gemma":[0.9996232,0.00001650861,0.000102811,0.000003179053,6.033499e-7,0.000001363588,0.00001927161,0.000002606741,0.0002305057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003692453,"threshold_uncertainty_score":0.008311868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738625055","doi":"10.1016/j.oceaneng.2017.07.015","title":"Sliding mode adaptive neural network control for hybrid visual servoing of underwater vehicles","year":2017,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Control theory (sociology); Artificial neural network; Visual servoing; Robustness (evolution); Sliding mode control; Computer science; Adaptive control; Feed forward; Controller (irrigation); Cartesian coordinate system; Artificial intelligence; Control engineering; Engineering; Mathematics; Nonlinear system; Robot; Control (management)","authors":[{"name":"Jian Gao","is_ca":false},{"name":"Xuman An","is_ca":false},{"name":"Alison Proctor","is_ca":false},{"name":"Colin Bradley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01510991691315924,"gpt":0.263572921295753,"spread":0.2484630043825938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688427,0.0003457586,0.000264291,0.0001804153,0.0002369086,0.0003754782,0.0005057254,0.0004638788,0.001256291],"category_scores_gemma":[0.0007202475,0.0001777428,0.0001532583,0.0001924424,0.0003669877,0.0003622268,0.0005196636,0.0004238623,0.0001295862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367335,"about_ca_system_score_gemma":0.0003405092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007911688,"about_ca_topic_score_gemma":0.006551323,"domain_scores_codex":[0.9999144,0.00001594782,0.000005855239,0.00002275362,0.00002574279,0.00001525015],"domain_scores_gemma":[0.9998324,0.00006136328,0.0000316639,0.0000114153,0.00005462945,0.000008561292],"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":[0.000233788,0.00005392535,0.0005386205,0.00009611564,0.00003768245,0.00007199401,0.0001230723,0.8404763,0.01996128,0.003732864,0.001238022,0.1334364],"study_design_scores_gemma":[0.00000780353,0.00003736757,0.0001397193,0.000002363593,0.000003199588,0.000004716228,0.000004663542,0.998135,0.0007772529,0.0006443112,0.000241333,0.000002307485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1442321,0.0006768701,0.8480124,0.0002594514,0.0002544919,0.00004596364,0.00004130927,0.0003506405,0.006126757],"genre_scores_gemma":[0.9831768,0.000104833,0.01179117,0.00003793231,0.00003402443,0.00004278146,0.00002307176,0.00001399987,0.004775339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007911688,"threshold_uncertainty_score":0.01573128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221000446","doi":"10.1016/j.oceaneng.2022.111156","title":"Advances in nuclear power system design and fault-based condition monitoring towards safety of nuclear-powered ships","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":61,"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":"SAFER; Nuclear power; Modular design; Risk analysis (engineering); Hazard; Engineering; Systems engineering; Nuclear power plant; Risk management; System safety; Computer science; Reliability engineering; Business; Computer security","authors":[{"name":"Sidum Adumene","is_ca":true},{"name":"Rabiul Islam","is_ca":false},{"name":"Md. Tanjin Amin","is_ca":true},{"name":"Samson Nitonye","is_ca":false},{"name":"Mohammad Yazdi","is_ca":true},{"name":"Kombo Theophilus Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02374639314704339,"gpt":0.2766868282765937,"spread":0.2529404351295503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260856,0.0007662697,0.0005927692,0.0006263903,0.0002017744,0.001544898,0.0009280682,0.0006203318,0.001505658],"category_scores_gemma":[0.002774477,0.0003317318,0.000477346,0.0005285592,0.0005517632,0.001348306,0.0004839976,0.0008498499,0.0004838659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137232,"about_ca_system_score_gemma":0.0008936385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617818,"about_ca_topic_score_gemma":0.001665314,"domain_scores_codex":[0.9990159,0.0003112472,0.00006078268,0.0001512297,0.0004253083,0.00003558345],"domain_scores_gemma":[0.9985416,0.0004722039,0.0002287887,0.0001344505,0.0005816739,0.0000412765],"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":[0.0001945831,0.0001274351,0.005751566,0.0004598675,0.0001086682,0.00009334493,0.0001333873,0.5491744,0.03291806,0.02213927,0.001412276,0.3874872],"study_design_scores_gemma":[0.00001938956,0.0001826744,0.001759715,0.00006192528,0.0000485148,0.00007282691,0.00003491995,0.9663231,0.01251729,0.01031811,0.008633824,0.00002766379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02070406,0.002236551,0.9725777,0.0004653024,0.0000752426,0.00002875005,0.00003665983,0.0003400883,0.003535647],"genre_scores_gemma":[0.7456042,0.004968895,0.2453809,0.0001354643,0.0002767923,0.00007680112,0.0001529156,0.0001407329,0.003263337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001617818,"threshold_uncertainty_score":0.00666815,"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":"W3163662159","doi":"10.1016/j.oceaneng.2021.109128","title":"An endurance time method-based fragility analysis framework for cable-stayed bridge systems under scour and earthquake","year":2021,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Fragility; Bridge (graph theory); Incremental Dynamic Analysis; Structural engineering; Acceleration; Component (thermodynamics); Duration (music); Engineering; Geology; Seismic analysis; Physics","authors":[{"name":"Kai Wei","is_ca":false},{"name":"Haifeng He","is_ca":false},{"name":"Jiarui Zhang","is_ca":false},{"name":"Cancan Yang","is_ca":true},{"name":"Shunquan Qin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01116240013805227,"gpt":0.2472300317523379,"spread":0.2360676316142856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563569,0.000750727,0.0006706704,0.001023431,0.0004173166,0.0007511653,0.001187589,0.0006947407,0.003827475],"category_scores_gemma":[0.001003047,0.0002719964,0.00082438,0.0004742002,0.0004899036,0.0007647459,0.0009799177,0.0006945007,0.0004007543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848606,"about_ca_system_score_gemma":0.000930967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009137891,"about_ca_topic_score_gemma":0.008294025,"domain_scores_codex":[0.9998043,0.00004025687,0.000009033894,0.00002677318,0.00008544466,0.00003417941],"domain_scores_gemma":[0.999731,0.0001030532,0.00003116939,0.0000221669,0.0000937451,0.00001874963],"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":[0.00001609026,0.00003481359,0.0006154823,0.0000417942,0.00002724392,0.00007111698,0.0000436197,0.9577461,0.002525634,0.01518145,0.0005271912,0.02316939],"study_design_scores_gemma":[8.439474e-7,0.000008238067,0.0000769258,0.00000279247,0.00000268306,0.000006041653,0.000006553407,0.9978476,0.0001077468,0.001737318,0.0002013131,0.000001973171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01390921,0.0001319332,0.9824906,0.0000563952,0.00001751055,0.00003243019,0.00007403259,0.000147072,0.003140719],"genre_scores_gemma":[0.8413638,0.0004306342,0.1481894,0.00006304792,0.00009246813,0.0002349941,0.0003046369,0.0001802548,0.009140815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009137891,"threshold_uncertainty_score":0.0181694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379878984","doi":"10.1016/j.oceaneng.2023.115000","title":"Horizontal vibration characteristics of pile groups in unsaturated soil considering coupled pile–pile interaction","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"China Postdoctoral Science Foundation; Ministry of Education of the People's Republic of China; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Pile; Geotechnical engineering; Vibration; Poromechanics; Pile cap; Porosity; Geology; Electrical impedance; Structural engineering; Porous medium; Engineering; Physics; Acoustics","authors":[{"name":"Wenbing Wu","is_ca":true},{"name":"Chunhua Lü","is_ca":false},{"name":"Libo Chen","is_ca":false},{"name":"Guoxiong Mei","is_ca":false},{"name":"M. Hesham El Naggar","is_ca":true},{"name":"Hao Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006889112044856816,"gpt":0.1918123251691734,"spread":0.1849232131243166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185793,0.0002809544,0.0002459799,0.0002737639,0.00023282,0.0003133997,0.0003512308,0.0005565375,0.001595623],"category_scores_gemma":[0.0004192277,0.0001929615,0.0002710701,0.0003212607,0.0005180071,0.0004240284,0.0004306973,0.0002450267,0.0001856218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933335,"about_ca_system_score_gemma":0.0001951506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139209,"about_ca_topic_score_gemma":0.001747608,"domain_scores_codex":[0.9998852,0.00002115391,0.000002550947,0.00001862846,0.00003229126,0.00004016271],"domain_scores_gemma":[0.9997531,0.0001081712,0.00004275937,0.0000165728,0.00004401927,0.00003548197],"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":[0.0008546308,0.0001824052,0.01887805,0.0001598754,0.00008716997,0.002047982,0.0004568253,0.8751917,0.07894335,0.003494242,0.0006585692,0.01904512],"study_design_scores_gemma":[0.000008037477,0.00007041713,0.01057572,0.000006830229,0.0000186068,0.00008758291,0.0001933793,0.9856307,0.002645752,0.000649963,0.0000962333,0.00001693874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738432,0.00004943845,0.02275126,0.00003842878,0.00001260342,0.000006248017,0.00003262992,0.00004503019,0.003221045],"genre_scores_gemma":[0.9993715,0.000009326298,0.0001945419,0.000002311278,0.000001820204,0.000001217883,0.000008279726,0.000002993447,0.0004081979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002139209,"threshold_uncertainty_score":0.005337894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382197060","doi":"10.1016/j.oceaneng.2023.115203","title":"A rule-based maritime traffic situation complex network approach for enhancing situation awareness of vessel traffic service operators","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada First Research Excellence Fund; Ocean Frontier Institute; National Natural Science Foundation of China; Marine Technology Society","keywords":"Transport engineering; Service (business); Computer science; Computer security; Business; Engineering; Marketing","authors":[{"name":"Fan Zhang","is_ca":false},{"name":"Yihao Liu","is_ca":false},{"name":"Lei Du","is_ca":false},{"name":"Floris Goerlandt","is_ca":true},{"name":"Zhongyi Sui","is_ca":false},{"name":"Yuanqiao Wen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01760596580784025,"gpt":0.2252384333470847,"spread":0.2076324675392445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009820786,0.0004142577,0.0006151534,0.001031093,0.0004931164,0.001463321,0.001153584,0.0006260796,0.001816922],"category_scores_gemma":[0.00281303,0.0002179111,0.0004858183,0.0006698291,0.0003261916,0.001404129,0.0008520197,0.0007568255,0.0003647975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034934,"about_ca_system_score_gemma":0.0009703352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099115,"about_ca_topic_score_gemma":0.01297986,"domain_scores_codex":[0.9992597,0.0001769743,0.00005181717,0.0001871044,0.0002673484,0.00005716198],"domain_scores_gemma":[0.9985593,0.0006788292,0.0001140912,0.0001208992,0.0004437572,0.00008322072],"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":[0.0003827077,0.000908487,0.007011906,0.0001143282,0.0001793778,0.0006414204,0.0004473828,0.5665736,0.01455861,0.01630647,0.003869511,0.3890062],"study_design_scores_gemma":[0.000006639763,0.00002883197,0.0004596485,0.000006605179,0.00002640208,0.00003718343,0.00004110645,0.9949248,0.001060787,0.002703981,0.0006959472,0.000008096224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04372556,0.0001287528,0.9484527,0.0002191511,0.0000748336,0.0001713754,0.0001995702,0.0009165165,0.006111584],"genre_scores_gemma":[0.7027492,0.0001575463,0.2936031,0.0001413036,0.00003868835,0.0001516276,0.0003841927,0.00005954185,0.002714851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01099115,"threshold_uncertainty_score":0.02185434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044683149","doi":"10.1016/j.oceaneng.2008.04.006","title":"Numerical modelling of deep sea air-lift","year":2008,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Barrick Gold Corporation","keywords":"Mechanics; Lift (data mining); Inlet; Computation; Computational fluid dynamics; Volumetric flow rate; Materials science; Marine engineering; Airflow; Flow (mathematics); Engineering; Environmental science; Mechanical engineering; Computer science; Physics","authors":[{"name":"Konstantin Pougatch","is_ca":true},{"name":"M. Salcudean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008222276843005829,"gpt":0.1603899933077961,"spread":0.1521677164647902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002949018,0.0005735554,0.0007402407,0.0004699142,0.0006811844,0.001520791,0.0009944983,0.001468817,0.002269924],"category_scores_gemma":[0.001375828,0.0004630867,0.0005809527,0.0004097905,0.0009971476,0.001059102,0.001135539,0.0009425603,0.0004050586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008909829,"about_ca_system_score_gemma":0.001046967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01903849,"about_ca_topic_score_gemma":0.009781607,"domain_scores_codex":[0.9998335,0.00004342185,0.00001004369,0.00001950143,0.00005878316,0.00003476791],"domain_scores_gemma":[0.9996959,0.0001200141,0.00004413589,0.00002701026,0.00007227782,0.00004076246],"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":[0.00002389601,0.00001899427,0.0004578796,0.00002147087,0.00001002895,0.00003501763,0.00001841725,0.9916883,0.001414539,0.003973112,0.0001280816,0.002210205],"study_design_scores_gemma":[0.000004933143,0.000005230721,0.0001264782,0.00000206705,0.000001625003,0.000005904808,0.00000530442,0.9986713,0.0002110299,0.0007207795,0.0002420665,0.000003349143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5664523,0.00244201,0.3685507,0.001624323,0.0007962727,0.0001224436,0.0006146033,0.0007242461,0.05867306],"genre_scores_gemma":[0.9803149,0.0004269903,0.01051976,0.0000514444,0.00007471415,0.00003820323,0.0001286266,0.00006523587,0.008380171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903849,"threshold_uncertainty_score":0.03785539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080438230","doi":"10.1016/j.oceaneng.2010.11.025","title":"Modeling of twin-turbine systems with vertical axis tidal current turbine: Part II—torque fluctuation","year":2011,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"U.S. Department of Energy","keywords":"Turbine; Torque; Power (physics); Tidal power; Wake; Control theory (sociology); Wells turbine; Marine engineering; Mechanics; Engineering; Physics; Computer science; Mechanical engineering; Turbine blade","authors":[{"name":"Ye Li","is_ca":false},{"name":"Sander M. Çalışal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01828403914631298,"gpt":0.1981851069230841,"spread":0.1799010677767711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002616312,0.0005904805,0.001065058,0.0003335677,0.00061308,0.001081772,0.001282465,0.001176308,0.002409206],"category_scores_gemma":[0.0006855407,0.0005130204,0.0007554168,0.0005110723,0.0005841918,0.001297902,0.0006862261,0.0006167902,0.0003390845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005172666,"about_ca_system_score_gemma":0.0006490687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240984,"about_ca_topic_score_gemma":0.006461634,"domain_scores_codex":[0.9998121,0.00004671015,0.00001296113,0.00004279885,0.00005598144,0.0000294552],"domain_scores_gemma":[0.9997497,0.00007787439,0.0000469086,0.00002757091,0.00006953678,0.00002836662],"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":[0.00002628636,0.00001324508,0.0005990529,0.00002214211,0.00001544414,0.00007449354,0.00002522386,0.9941357,0.001140121,0.001578102,0.0002091765,0.002160982],"study_design_scores_gemma":[0.000001540285,0.000005171937,0.0001422638,7.711034e-7,0.000001936968,0.000005046466,0.000003484239,0.9995271,0.00007135038,0.0001473915,0.00009237415,0.000001604318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3298685,0.001065968,0.632637,0.0005149861,0.0002487248,0.0001226151,0.0004328858,0.0006484781,0.03446084],"genre_scores_gemma":[0.990077,0.0001862315,0.004577484,0.00002350939,0.00002813155,0.00003933869,0.00009850597,0.00005058312,0.004919297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01240984,"threshold_uncertainty_score":0.02467519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402696227","doi":"10.1016/j.oceaneng.2024.119294","title":"Advancements in control systems and integration of artificial intelligence in welding robots: A review","year":2024,"lang":"en","type":"review","venue":"Ocean Engineering","topic":"Robot Manipulation and Learning","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Simon Fraser University","keywords":"Robot; Engineering; Welding; Applications of artificial intelligence; System integration; Artificial intelligence; Systems engineering; Computer science; Manufacturing engineering; Mechanical engineering; Operating system","authors":[{"name":"Jalal Taheri Kahnamouei","is_ca":true},{"name":"Mehrdad Moallem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04425172873306681,"gpt":0.3080558278196928,"spread":0.263804099086626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007489884,0.000923149,0.001081675,0.002038348,0.0003119293,0.001349799,0.0009654845,0.001398975,0.003495069],"category_scores_gemma":[0.001197119,0.0004237755,0.0007393771,0.002794734,0.000563729,0.00185696,0.0006293476,0.001381244,0.001611183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005376678,"about_ca_system_score_gemma":0.00131515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341752,"about_ca_topic_score_gemma":0.0009703772,"domain_scores_codex":[0.9995188,0.00007283597,0.00007420372,0.00008311317,0.0002199064,0.00003112285],"domain_scores_gemma":[0.9988926,0.0006967434,0.00008914871,0.00003598644,0.0002507656,0.00003473456],"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":[0.00005243292,0.00008285888,0.0003244719,0.02203869,0.0001092625,0.0002494802,0.0001584597,0.002633623,0.002415141,0.01344464,0.02080508,0.9376857],"study_design_scores_gemma":[0.00001089153,0.0001883031,0.0011609,0.005299903,0.0001574696,0.001161641,0.0001298712,0.002096341,0.00122751,0.007833461,0.9806749,0.00005878498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003919631,0.9909923,0.004060286,0.0004770718,0.0005242983,0.00001153214,0.00002241902,0.00003496901,0.003485158],"genre_scores_gemma":[0.003635944,0.9918742,0.002618732,0.0002630645,0.0005923479,0.00001614813,0.00004650606,0.000009410126,0.0009437407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003495069,"threshold_uncertainty_score":0.01169217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940052859","doi":"10.1016/j.oceaneng.2019.04.040","title":"Numerical simulation of ice impacts on ship hulls in broken ice fields","year":2019,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada","keywords":"Sea ice; Geology; Hull; Marine engineering; Arctic ice pack; Sea ice growth processes; Computer simulation; Meteorology; Drift ice; Engineering; Climatology; Simulation; Physics","authors":[{"name":"Jeonghwan Kim","is_ca":false},{"name":"Yooil Kim","is_ca":false},{"name":"Seong-Yeob Jeong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007124314817706812,"gpt":0.2003458715007421,"spread":0.1932215566830353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829937,0.0004580301,0.0006633331,0.0007701196,0.0008246098,0.001114114,0.0009073694,0.001371482,0.003395455],"category_scores_gemma":[0.00252732,0.0005342094,0.000703682,0.0007401429,0.001168423,0.0006797768,0.001015632,0.001040232,0.0001966692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121612,"about_ca_system_score_gemma":0.0010319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05449755,"about_ca_topic_score_gemma":0.02442771,"domain_scores_codex":[0.9998277,0.00003117137,0.000009751695,0.00001927351,0.00003598799,0.00007601841],"domain_scores_gemma":[0.9988351,0.0006341,0.0001242386,0.00005590296,0.0001334853,0.0002171982],"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":[0.00006845669,0.00005033705,0.002506111,0.000009876429,0.00001482483,0.0001016002,0.00002201678,0.9957353,0.0003875578,0.0003809362,0.0001112948,0.0006116317],"study_design_scores_gemma":[0.00001927216,0.00002760757,0.001288359,0.000003178219,0.00000402248,0.000007894728,0.00004339736,0.9982647,0.0001422345,0.0001331019,0.00006225271,0.00000397407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860075,0.000090742,0.004216793,0.0001984104,0.00006759682,0.00002440819,0.000305423,0.00006432013,0.009024857],"genre_scores_gemma":[0.9976462,0.00004240776,0.0009427223,0.000021774,0.000008095098,0.00001106251,0.0001390526,0.00001517096,0.001173621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05449755,"threshold_uncertainty_score":0.1083606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092759125","doi":"10.1016/j.oceaneng.2011.09.014","title":"Bending capacity of sandwich pipes","year":2012,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"Buckling; Structural engineering; Finite element method; Bending; Pipeline transport; Materials science; Parametric statistics; Nonlinear system; Material properties; Yield (engineering); Anisotropy; Composite material; Engineering; Mechanical engineering; Mathematics","authors":[{"name":"Kaveh Arjomandi","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01142144492959279,"gpt":0.1949894964901562,"spread":0.1835680515605634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002936504,0.000261729,0.0002026624,0.0009488417,0.0002219706,0.0003541844,0.0005031864,0.0005151937,0.004731164],"category_scores_gemma":[0.001474012,0.0002517874,0.0002327669,0.0004223808,0.0005956276,0.0005732608,0.000445075,0.0002405284,0.000500644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579273,"about_ca_system_score_gemma":0.0001861336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006544715,"about_ca_topic_score_gemma":0.0007093875,"domain_scores_codex":[0.99988,0.00002337041,0.000005306856,0.000020629,0.00004078941,0.00002987791],"domain_scores_gemma":[0.9993078,0.0003681701,0.00007949718,0.00008235576,0.00009451604,0.00006782294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004087985,0.0001060733,0.01464258,0.000190071,0.00004187517,0.000724291,0.0004057332,0.6766679,0.2187709,0.0531778,0.0008874633,0.03397646],"study_design_scores_gemma":[0.00001242026,0.0001533071,0.03270697,0.0000314421,0.00002567334,0.0003389959,0.0002585818,0.8891686,0.04810902,0.02837012,0.0007585848,0.00006632006],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730512,0.0001609488,0.01692641,0.00007939372,0.000008448737,0.000005661891,0.0002350993,0.000075649,0.0094572],"genre_scores_gemma":[0.9983301,0.00004287883,0.0003872428,0.000003658002,0.000002870161,0.000005158285,0.00009005166,0.000008370025,0.001129609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004731164,"threshold_uncertainty_score":0.01582736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2874142461","doi":"10.1016/j.oceaneng.2018.06.062","title":"Development of a wave-current model through coupling of FVCOM and SWAN","year":2018,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"National Key Research and Development Program of China; Dalian University of Technology; State Key Laboratory of Coastal and Offshore Engineering; National Natural Science Foundation of China","keywords":"Coupling (piping); Computation; Current (fluid); Line (geometry); Finite volume method; Engineering; Marine engineering; Computer science; Physics; Electrical engineering; Mechanics; Mechanical engineering; Mathematics; Algorithm; Geometry","authors":[{"name":"Tongqing Chen","is_ca":false},{"name":"Qinghe Zhang","is_ca":false},{"name":"Yongsheng Wu","is_ca":true},{"name":"Chao Ji","is_ca":false},{"name":"Jingsi Yang","is_ca":false},{"name":"Guangwei Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01788603733560295,"gpt":0.1980786086229769,"spread":0.1801925712873739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002424674,0.000581221,0.0005702415,0.0003402434,0.0004952455,0.000745187,0.001362605,0.001243999,0.00307974],"category_scores_gemma":[0.0007432968,0.0004286391,0.000643001,0.0003668346,0.0002217337,0.0008949076,0.0007885435,0.0009377885,0.0009180043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458161,"about_ca_system_score_gemma":0.00148196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03240786,"about_ca_topic_score_gemma":0.01742523,"domain_scores_codex":[0.9999087,0.00001889714,0.000006791574,0.00002181635,0.00002748084,0.00001626925],"domain_scores_gemma":[0.9997755,0.00003558993,0.00002240523,0.0000320521,0.0001032281,0.00003131836],"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":[0.00001699891,0.00002908119,0.001207279,0.00002507601,0.00002103474,0.00005903182,0.00002037931,0.9895819,0.001504006,0.00159372,0.0006159443,0.005325485],"study_design_scores_gemma":[0.0000106815,0.000006773195,0.0002384314,0.000003848761,0.000005832203,0.000006203827,0.000005516303,0.9979982,0.0003957856,0.000415733,0.0009084467,0.000004542484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2161252,0.0003200533,0.7287958,0.0009281606,0.0006943915,0.0002751173,0.002761072,0.004632998,0.04546719],"genre_scores_gemma":[0.8846668,0.000252112,0.1017184,0.0001645667,0.00008191666,0.0002410992,0.002128665,0.0004368226,0.0103096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03240786,"threshold_uncertainty_score":0.06443846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967081029","doi":"10.1016/j.oceaneng.2012.09.016","title":"Simulation of the flow over axisymmetric submarine hulls in steady turning","year":2012,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruce Power (Canada); University of New Brunswick","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Mechanics; Hull; Rotational symmetry; Reynolds number; Vortex; Flow (mathematics); Computational fluid dynamics; Range (aeronautics); Submarine; Physics; Geometry; Classical mechanics; Mathematics; Engineering; Marine engineering; Aerospace engineering; Turbulence","authors":[{"name":"J.T. Zhang","is_ca":true},{"name":"Jordan A. Maxwell","is_ca":true},{"name":"Andrew G. Gerber","is_ca":true},{"name":"A. Gordon L. Holloway","is_ca":true},{"name":"George D. Watt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006936308702781149,"gpt":0.2007588103911299,"spread":0.1938225016883487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586682,0.000428923,0.0005867749,0.000496714,0.0007106317,0.0008085804,0.0005843616,0.001086497,0.002272419],"category_scores_gemma":[0.001335165,0.0003751425,0.0005943451,0.0003625678,0.0009602284,0.0004231498,0.000618033,0.0006716257,0.0001330803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007158639,"about_ca_system_score_gemma":0.0009181823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229209,"about_ca_topic_score_gemma":0.01073091,"domain_scores_codex":[0.9998667,0.00003000678,0.000005531451,0.00001552535,0.00002632563,0.00005595803],"domain_scores_gemma":[0.9992618,0.0004579715,0.00005183686,0.00004275075,0.00007342679,0.0001123086],"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":[0.0001020032,0.00005102867,0.001998319,0.00001205818,0.00001446687,0.0001111256,0.00006428176,0.9946913,0.001062308,0.0007272092,0.0001266269,0.001039203],"study_design_scores_gemma":[0.00001734334,0.00004490509,0.0007948845,0.000002150477,0.000003406655,0.000009080385,0.00003982876,0.9985716,0.0002823007,0.0001551534,0.00007500139,0.000004269359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854833,0.00004972575,0.006537434,0.0001225727,0.00003214175,0.00002382028,0.0001693058,0.0001331656,0.007448471],"genre_scores_gemma":[0.997964,0.00002465784,0.001064556,0.00001556355,0.000003354517,0.000008721874,0.0001000762,0.00001605441,0.000803054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229209,"threshold_uncertainty_score":0.04432464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283259498","doi":"10.1016/j.oceaneng.2022.111501","title":"Ice accretion for ships and offshore structures. Part 1 - State of the art review","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":43,"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":"Accretion (finance); Icing; Submarine pipeline; Deck; Meteorology; Marine engineering; Geology; Environmental science; Engineering; Oceanography; Geography; Physics","authors":[{"name":"Shafiul Mintu","is_ca":true},{"name":"David Molyneux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104271798587222,"gpt":0.1958264645323707,"spread":0.1853992846736485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009957545,0.0009306667,0.001093389,0.002691188,0.000325206,0.001942443,0.001092962,0.00141777,0.005005962],"category_scores_gemma":[0.001633234,0.000461006,0.0006631333,0.003406152,0.0006722862,0.002521929,0.0009662437,0.001084963,0.002209351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196383,"about_ca_system_score_gemma":0.002036301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644433,"about_ca_topic_score_gemma":0.00319531,"domain_scores_codex":[0.9996564,0.00004655532,0.00005191067,0.0000668746,0.000134895,0.00004325419],"domain_scores_gemma":[0.9987249,0.0007354161,0.0001981305,0.00002909544,0.0002634583,0.00004901895],"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":[0.00006986602,0.00005964229,0.0004123548,0.02858397,0.00007639729,0.0001188833,0.00008328322,0.0007876905,0.001398072,0.004582712,0.0234017,0.9404255],"study_design_scores_gemma":[0.00001008017,0.0001547865,0.002053579,0.01706511,0.0001942811,0.0006525308,0.0001943773,0.0002975189,0.001331396,0.001705543,0.976311,0.00002980744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001752385,0.9982287,0.0001193484,0.0001466947,0.0002377149,0.000003882893,0.00001814372,0.000003166019,0.001067149],"genre_scores_gemma":[0.0009169548,0.9983575,0.0001013596,0.00006180966,0.0002320714,0.00000365256,0.0000235985,0.000001644985,0.0003013763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005005962,"threshold_uncertainty_score":0.01674658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085202789","doi":"10.1016/j.oceaneng.2014.01.006","title":"Uncertainties in seakeeping analysis and related loads and response procedures","year":2014,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Ship Hydrodynamics and Maneuverability","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Seakeeping; Towing; Marine engineering; Engineering; Ship motions; Standardization; Uncertainty analysis; Computer science; Operations research; Simulation; Hull","authors":[{"name":"Yonghwan Kim","is_ca":false},{"name":"Greg Hermansky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002355631203221314,"gpt":0.1750960160323632,"spread":0.1727403848291419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002911379,0.0006016805,0.0004554999,0.0007816583,0.0006201406,0.001802933,0.0007066224,0.0009641373,0.001204294],"category_scores_gemma":[0.02135037,0.0004319204,0.0005154206,0.0006789821,0.0009882941,0.002111451,0.000936986,0.0011586,0.0001951171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007666,"about_ca_system_score_gemma":0.001123458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006032067,"about_ca_topic_score_gemma":0.004133884,"domain_scores_codex":[0.9975447,0.0009890234,0.000142155,0.0002522194,0.0008901053,0.0001817746],"domain_scores_gemma":[0.9905906,0.00753128,0.0005726811,0.000396294,0.0008439337,0.00006503579],"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":[0.00006329355,0.00002230877,0.0009317041,0.00003703008,0.00002891223,0.0000453529,0.00008048394,0.94269,0.0009989603,0.02843296,0.0002878736,0.02638106],"study_design_scores_gemma":[0.000003681246,0.00001912066,0.0008635432,0.0000202681,0.000009233951,0.0000134487,0.0000470041,0.9674926,0.001927498,0.02909336,0.0004952652,0.00001500394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05595802,0.0001871219,0.9395399,0.0003594254,0.00004719502,0.00002346825,0.0001139309,0.0001079945,0.003662923],"genre_scores_gemma":[0.9559494,0.0001962345,0.04200644,0.00006696361,0.00006440718,0.00004601459,0.0001157608,0.00007194651,0.001482856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006032067,"threshold_uncertainty_score":0.01539701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392946413","doi":"10.1016/j.oceaneng.2024.117415","title":"An enhanced ant colony optimization algorithm for global path planning of deep-sea mining vehicles","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":40,"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":"National Natural Science Foundation of China-Shandong Joint Fund for Marine Science Research Centers","keywords":"Ant colony optimization algorithms; Path (computing); Computer science; Motion planning; Algorithm; Artificial intelligence; ANT","authors":[{"name":"Weixing Liang","is_ca":false},{"name":"Min Lou","is_ca":false},{"name":"Zhangxin Chen","is_ca":true},{"name":"Huiyang Qin","is_ca":false},{"name":"Chen Zhang","is_ca":false},{"name":"Chengwei Cui","is_ca":false},{"name":"Yangyang Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009984636503135374,"gpt":0.2503895549330217,"spread":0.2404049184298863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051748,0.0006568929,0.0007930282,0.0004747624,0.0004317809,0.0005317098,0.001154181,0.000832001,0.002392574],"category_scores_gemma":[0.001182382,0.0003800657,0.0004376635,0.0006554405,0.0003272453,0.0005571938,0.0009290281,0.0008233626,0.0004529026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706727,"about_ca_system_score_gemma":0.0009289657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584595,"about_ca_topic_score_gemma":0.006377975,"domain_scores_codex":[0.9997751,0.00005405482,0.00001101007,0.00003681946,0.00009872625,0.00002438548],"domain_scores_gemma":[0.9996144,0.000148927,0.00002855292,0.00003253121,0.0001481004,0.00002737984],"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":[0.00007394454,0.00004542594,0.0003105543,0.00004181163,0.00002805834,0.0000532038,0.00003648176,0.8920828,0.002686638,0.003225343,0.001635896,0.09977976],"study_design_scores_gemma":[0.000006227847,0.000009893052,0.00002981221,0.000001251146,0.000002631259,0.000006659209,0.000002018907,0.9990459,0.0001704118,0.0003955154,0.0003281385,0.000001433426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02173442,0.0002228557,0.9728404,0.0001246969,0.0001075303,0.00006046946,0.00004781712,0.000493523,0.004368301],"genre_scores_gemma":[0.3716241,0.0001942384,0.6217073,0.0001057973,0.0000520114,0.0001978542,0.0001675085,0.0001883833,0.005762746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006584595,"threshold_uncertainty_score":0.01309252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383506396","doi":"10.1016/j.oceaneng.2023.115271","title":"Fuel consumption prediction for a passenger ferry using machine learning and in-service data: A comparative study","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Simon Fraser University","funders":"National Research Council Canada","keywords":"Multicollinearity; Decision tree; Artificial neural network; Computer science; Energy consumption; Data mining; Boosting (machine learning); Machine learning; Ensemble forecasting; Regression analysis; Process (computing); Ensemble learning; Predictive modelling; Tree (set theory); Domain (mathematical analysis); Linear regression; Fuel efficiency; Engineering","authors":[{"name":"Pedram Agand","is_ca":true},{"name":"Allison Kennedy","is_ca":true},{"name":"Trevor Harris","is_ca":true},{"name":"Chanwoo Bae","is_ca":false},{"name":"Mo Chen","is_ca":true},{"name":"Edward J. Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05992183769075371,"gpt":0.2894238771981307,"spread":0.229502039507377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000542763,0.0006122923,0.0005642443,0.0009454568,0.0003104048,0.0005554262,0.0006474997,0.000804015,0.001319609],"category_scores_gemma":[0.001517407,0.0001452567,0.0006635936,0.001294,0.0002198001,0.0009894723,0.0002129281,0.0004386145,0.0006215969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564954,"about_ca_system_score_gemma":0.0005333521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1061236,"about_ca_topic_score_gemma":0.06849442,"domain_scores_codex":[0.9997948,0.00004091574,0.00001338459,0.00005275058,0.00005217048,0.00004603564],"domain_scores_gemma":[0.9987168,0.0006559016,0.00008518688,0.00009637263,0.0003716565,0.00007394264],"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":[0.003145504,0.001662981,0.6019827,0.0002575065,0.0004811281,0.0006313674,0.0003893657,0.2697344,0.006572188,0.0006100945,0.004167923,0.1103649],"study_design_scores_gemma":[0.00001943037,0.0003443182,0.2678005,0.00001504756,0.0001055773,0.0001419883,0.0006114448,0.7255121,0.003805949,0.0002013801,0.001408588,0.00003361277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997867,0.00005294806,0.0008783402,0.00003189733,0.00000708275,0.00000357715,0.0006959609,0.0000448784,0.0004182074],"genre_scores_gemma":[0.9963205,0.00005486128,0.0005494021,0.0000053669,0.000006217987,0.000003813713,0.002428765,0.0000133491,0.0006176935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061236,"threshold_uncertainty_score":0.2110118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214935681","doi":"10.1016/j.oceaneng.2021.110113","title":"Robust trajectory tracking for fully-input-bounded actuated unmanned surface vessel with stochastic disturbances: An approach by the homogeneous nonlinear extended state observer and dynamic surface control","year":2021,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Control theory (sociology); Trajectory; Nonlinear system; State observer; Controller (irrigation); Robustness (evolution); Sliding mode control; Lyapunov function; Observer (physics); Computer science; Robust control; Bounded function; Control engineering; Mathematics; Engineering; Control (management); Artificial intelligence; Physics","authors":[{"name":"Haotian Cao","is_ca":false},{"name":"Renjie Xu","is_ca":false},{"name":"Song Zhao","is_ca":true},{"name":"Mingjun Li","is_ca":false},{"name":"Xiaolin Song","is_ca":false},{"name":"Hong‐Liang Dai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01296664438532408,"gpt":0.1962987943983163,"spread":0.1833321500129922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259804,0.0005986571,0.0005637973,0.0002713525,0.0002449543,0.0006428503,0.000538198,0.0005652299,0.000508351],"category_scores_gemma":[0.0009195795,0.000245246,0.0004771586,0.0002688979,0.0004985793,0.0005720661,0.0006505824,0.0004844049,0.0001001607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034325,"about_ca_system_score_gemma":0.0006797992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692174,"about_ca_topic_score_gemma":0.003419384,"domain_scores_codex":[0.9998083,0.00003586333,0.00001012361,0.00006045099,0.00006090566,0.00002436585],"domain_scores_gemma":[0.9996861,0.00008057591,0.00009821779,0.00002838977,0.00009371014,0.00001301649],"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":[0.0001089538,0.0000222139,0.0007038303,0.0000755342,0.00006199666,0.000116586,0.0001052826,0.9503324,0.01178815,0.01199861,0.0003958053,0.02429068],"study_design_scores_gemma":[0.000002065178,0.00001744405,0.0001029257,0.000001006124,0.00000251252,0.00000363676,0.000002643945,0.9989655,0.0003916428,0.0004246799,0.00008416657,0.000001878944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03353069,0.0001168694,0.9650111,0.00006090445,0.00002802739,0.00001023456,0.00002294341,0.0001197483,0.00109951],"genre_scores_gemma":[0.9774696,0.0001769317,0.0199067,0.00002445319,0.0000226595,0.00003107528,0.00008315573,0.00002148198,0.002264058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007692174,"threshold_uncertainty_score":0.01529485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1004629112","doi":"10.1016/j.oceaneng.2015.07.020","title":"A numerical model for ice crushing on concave surfaces","year":2015,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":38,"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":"Atlantic Canada Opportunities Agency; Mitacs","keywords":"Computer simulation; Materials science; Displacement (psychology); Structural engineering; Numerical analysis; Principal stress; Numerical models; Mechanics; Geotechnical engineering; Geology; Composite material; Mathematics; Engineering; Physics; Shear stress","authors":[{"name":"Hyunwook Kim","is_ca":true},{"name":"Claude Daley","is_ca":true},{"name":"Bruce Colbourne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01965736497129341,"gpt":0.2171402664566975,"spread":0.1974829014854041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607522,0.0007148784,0.00070955,0.0005041749,0.0008463875,0.001040554,0.001294759,0.002017224,0.002498738],"category_scores_gemma":[0.001020102,0.0004746554,0.0007099657,0.0005726192,0.001059005,0.0006228411,0.0009564447,0.0009168954,0.0003832468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007811092,"about_ca_system_score_gemma":0.001056559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02886582,"about_ca_topic_score_gemma":0.01364855,"domain_scores_codex":[0.9998869,0.00002055456,0.0000068941,0.0000191751,0.0000402494,0.0000261648],"domain_scores_gemma":[0.999731,0.00009762685,0.00003163109,0.00002407009,0.00006937545,0.00004628476],"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":[0.000009905769,0.00001431025,0.0002828067,0.000008742702,0.000003541874,0.00006090439,0.00001731691,0.9955155,0.0009923276,0.001934539,0.0001343632,0.001025757],"study_design_scores_gemma":[0.000003442778,0.000005174539,0.00007197629,0.000001422424,0.000001050284,0.000008144964,0.000005757233,0.9993902,0.00009454764,0.000259015,0.0001567932,0.000002427164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4436382,0.0007556497,0.4869083,0.0009683955,0.0003673577,0.0002315984,0.0007883183,0.0006848163,0.06565744],"genre_scores_gemma":[0.9606299,0.0003579354,0.02231678,0.00009928006,0.00007075583,0.0001104658,0.0002563363,0.000136158,0.01602242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02886582,"threshold_uncertainty_score":0.05739558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083342758","doi":"10.1016/j.oceaneng.2020.107969","title":"Numerical analysis of dam-break waves propagating over dry and wet beds by the mesh-free method","year":2020,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Dam break; Free surface; Geotechnical engineering; Flow (mathematics); Geology; Flooding (psychology); Computer simulation; Shear stress; Mechanics; Flood myth; Physics","authors":[{"name":"Yiqun Ye","is_ca":false},{"name":"Tibing Xu","is_ca":false},{"name":"David Z. Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006726892570922511,"gpt":0.2276169952561236,"spread":0.2208901026852011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003787997,0.0005021904,0.0005459493,0.00070176,0.0004745436,0.0006991859,0.0009690596,0.0009152016,0.001710266],"category_scores_gemma":[0.001621313,0.000307612,0.0004954996,0.0004130747,0.0008079881,0.0006888549,0.0006426699,0.0005798216,0.0001574002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398772,"about_ca_system_score_gemma":0.0006745553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107003,"about_ca_topic_score_gemma":0.004606018,"domain_scores_codex":[0.999876,0.00003803017,0.000005650325,0.00001135971,0.00004009159,0.00002894792],"domain_scores_gemma":[0.9994296,0.0003168245,0.00006383484,0.00003071089,0.0001091026,0.00004978441],"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":[0.0001473704,0.0000725464,0.001614235,0.00005056524,0.00004212324,0.0001315369,0.00005340315,0.9769022,0.006433958,0.007196907,0.0003951668,0.006959919],"study_design_scores_gemma":[0.000007234769,0.000007756713,0.0002427329,0.000001363972,0.000001966932,0.000004919129,0.000005344228,0.9991274,0.0001792318,0.0003557316,0.00006308542,0.000003218729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579604,0.0007064974,0.3208485,0.0005216345,0.0002624785,0.0001045574,0.0003028904,0.0004595193,0.01883367],"genre_scores_gemma":[0.9771493,0.0001993787,0.01808131,0.00004489738,0.00005078455,0.00004525577,0.0001220234,0.00008373349,0.004223314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107003,"threshold_uncertainty_score":0.021276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911635802","doi":"10.1016/j.oceaneng.2019.01.037","title":"Development of risk model for marine logistics support to offshore oil and gas operations in remote and harsh environments","year":2019,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":38,"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":"International Atomic Energy Agency; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Submarine pipeline; Visibility; Work (physics); Mode (computer interface); Arctic; Failure mode and effects analysis; Environmental science; Marine engineering; Computer science; Engineering; Meteorology; Geology; Reliability engineering; Oceanography","authors":[{"name":"Md Samsur Rahman","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Arifusalam Shaikh","is_ca":true},{"name":"Salim Ahmed","is_ca":true},{"name":"Syed Imtiaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03386960378208922,"gpt":0.2804186488500392,"spread":0.24654904506795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341278,0.0009275033,0.0009621511,0.001037666,0.0005724413,0.001893978,0.001701068,0.001368426,0.003335244],"category_scores_gemma":[0.002702573,0.0004314877,0.001181697,0.0006548055,0.0004878185,0.001692136,0.001204071,0.001313707,0.000367506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819436,"about_ca_system_score_gemma":0.003316222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189482,"about_ca_topic_score_gemma":0.007800618,"domain_scores_codex":[0.9991961,0.0002441557,0.00004013125,0.0001342981,0.000234131,0.0001511664],"domain_scores_gemma":[0.9990199,0.0004431515,0.0001145112,0.00003933271,0.0003193316,0.00006380982],"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":[0.00001627492,0.00002018436,0.0005420177,0.00002119951,0.00001740948,0.00005478635,0.00002629565,0.9851609,0.0003445756,0.00829761,0.0004280988,0.00507066],"study_design_scores_gemma":[0.00000225301,0.000009575213,0.00007295621,0.000003375208,0.000006324823,0.00001012419,0.000009694599,0.9966743,0.00009812184,0.002917293,0.0001929691,0.000003068213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03924956,0.0002757976,0.9495286,0.000627679,0.0000578267,0.0001298988,0.0002687044,0.0002922004,0.009569594],"genre_scores_gemma":[0.879373,0.0004462835,0.1079481,0.000147585,0.00005942728,0.0003947444,0.0005455039,0.00009107165,0.0109943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0189482,"threshold_uncertainty_score":0.0376758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220834701","doi":"10.1016/j.oceaneng.2022.110898","title":"Prescribed performances based fuzzy-adaptive output feedback containment control for multiple underactuated surface vessels","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Backstepping; Underactuation; Control theory (sociology); Convex hull; Bounded function; Transformation (genetics); Containment (computer programming); Engineering; Fuzzy logic; Control engineering; Computer science; Adaptive control; Control (management); Mathematics; Regular polygon; Artificial intelligence","authors":[{"name":"Jawhar Ghommam","is_ca":false},{"name":"Maarouf Saad","is_ca":true},{"name":"Faisal Mnif","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486144224399143,"gpt":0.1973397752935745,"spread":0.1824783330495831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536616,0.0006900569,0.0006750141,0.0003096484,0.0005072721,0.0009941502,0.0008519255,0.0006623003,0.001051677],"category_scores_gemma":[0.000897029,0.0002368494,0.0003899065,0.0002371844,0.0007216576,0.0004683582,0.0008906013,0.0004943815,0.0001452214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003896,"about_ca_system_score_gemma":0.0006457043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006850889,"about_ca_topic_score_gemma":0.00444222,"domain_scores_codex":[0.999673,0.00005033185,0.00001672901,0.0000871837,0.0001142724,0.00005855632],"domain_scores_gemma":[0.9994802,0.0001253936,0.0001015311,0.00003061267,0.0002361316,0.00002612711],"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":[0.0003834154,0.00009471923,0.0007217108,0.0001994039,0.00005730359,0.0002115941,0.0003063213,0.8901836,0.03556446,0.01037066,0.0009323951,0.06097443],"study_design_scores_gemma":[0.00001210169,0.0001120044,0.0002567426,0.000004937925,0.000007971463,0.00000984118,0.00001214134,0.9970886,0.001719328,0.0005295936,0.0002416354,0.000005074136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1622211,0.0002980224,0.8282519,0.0001674794,0.0001480791,0.00004804954,0.00003181626,0.0002513317,0.008582303],"genre_scores_gemma":[0.9919806,0.00004641114,0.006479968,0.00002049442,0.00001390937,0.0000270234,0.00001574473,0.000007325654,0.001408466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006850889,"threshold_uncertainty_score":0.01362205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006398126","doi":"10.1016/j.oceaneng.2013.03.007","title":"Drag forces caused by submarine glide block or out-runner block impact on suspended (free-span) pipelines—Numerical analysis","year":2013,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":37,"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":"Centrifuge; Drag; Computational fluid dynamics; Geotechnical engineering; Geology; Shear stress; Shear (geology); Pipeline transport; Mechanics; Structural engineering; Engineering; Mechanical engineering; Physics","authors":[{"name":"Arash Zakeri","is_ca":false},{"name":"Bipul Hawlader","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005975864081488426,"gpt":0.2091648376456389,"spread":0.2031889735641504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220804,0.0002899402,0.0003600885,0.0005531054,0.0005903051,0.0004182266,0.0003800729,0.0006941364,0.001738987],"category_scores_gemma":[0.0006545565,0.0002605777,0.000538579,0.0003180132,0.0006063984,0.0003171001,0.0004991119,0.0004253172,0.0001917837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533026,"about_ca_system_score_gemma":0.000511358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268371,"about_ca_topic_score_gemma":0.01152667,"domain_scores_codex":[0.9999371,0.000007465132,0.000002589286,0.00000687568,0.00001524101,0.00003076304],"domain_scores_gemma":[0.9998208,0.00006296475,0.00002631243,0.00001041969,0.00002447961,0.00005515465],"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":[0.0005832451,0.0002213998,0.02390999,0.00005974236,0.00005961304,0.0009937722,0.0001686256,0.9452512,0.01880067,0.001686858,0.0007679426,0.007497034],"study_design_scores_gemma":[0.00004394146,0.0001493658,0.0189138,0.000005535658,0.00001526415,0.000059447,0.0001363758,0.9787453,0.001556661,0.000159682,0.0002005518,0.00001406452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969611,0.00002908416,0.0009158557,0.00003236497,0.00001025027,0.000007372011,0.00005788077,0.00002560007,0.001960644],"genre_scores_gemma":[0.9990957,0.00002332638,0.0001892179,0.000004348366,0.000002930999,0.000003460804,0.00003623512,0.000005956931,0.0006389136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02268371,"threshold_uncertainty_score":0.04510337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384895512","doi":"10.1016/j.oceaneng.2023.115365","title":"Optimal intensity measure selection and probabilistic seismic demand model of pile group supported bridges in sandy soil considering variable scour effects","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of California, Davis; China Scholarship Council; National Natural Science Foundation of China","keywords":"Pile; Fragility; Geotechnical engineering; Structural engineering; Engineering; Probabilistic logic; Bridge (graph theory); Pier; Earthquake engineering; Earthquake shaking table; Mathematics; Statistics","authors":[{"name":"Lianxu Zhou","is_ca":true},{"name":"M. Shahria Alam","is_ca":true},{"name":"Xiaowei Wang","is_ca":false},{"name":"Aijun Ye","is_ca":false},{"name":"Penghui Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008239701881736812,"gpt":0.1834738292488663,"spread":0.1752341273671295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008487222,0.000695145,0.001167421,0.0006130218,0.0003585593,0.001018001,0.001372873,0.001581333,0.002033209],"category_scores_gemma":[0.001755717,0.0008639334,0.0008265408,0.0007209579,0.0008024498,0.0008588196,0.00075389,0.0006747179,0.0001808137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140012,"about_ca_system_score_gemma":0.0009445821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302955,"about_ca_topic_score_gemma":0.007747632,"domain_scores_codex":[0.9996786,0.00009916,0.00001036881,0.00006959539,0.0000595466,0.00008273403],"domain_scores_gemma":[0.9991958,0.0004621524,0.0001141206,0.0000283201,0.0001406495,0.00005897722],"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":[0.00001948558,0.00001352395,0.0002907587,0.00001263826,0.000007688335,0.00002751382,0.00001361726,0.9964113,0.0003870774,0.001640051,0.00007711029,0.001099311],"study_design_scores_gemma":[0.000001080698,0.000003152526,0.00006164832,5.434372e-7,0.000001893859,0.000001561411,0.000003270199,0.9996629,0.00003345265,0.0002195906,0.000009749994,0.000001188669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3285708,0.0002616308,0.6630154,0.0004227809,0.00002894108,0.00006215635,0.0002001216,0.0001355341,0.007302668],"genre_scores_gemma":[0.9904846,0.00008486423,0.006548657,0.0000174218,0.00001039706,0.00004154014,0.0000846917,0.00002031767,0.002707631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01302955,"threshold_uncertainty_score":0.0259074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280528375","doi":"10.1016/j.oceaneng.2022.111541","title":"Coupled CFD-MBD numerical modeling of a mechanically coupled WEC array","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Computational fluid dynamics; Solver; Mooring; Marine engineering; Fluid–structure interaction; Wave tank; Power (physics); Engineering; Simulation; Mechanics; Aerospace engineering; Mechanical engineering; Computer science; Structural engineering; Physics; Finite element method","authors":[{"name":"Xiang Li","is_ca":false},{"name":"Yang Zhou","is_ca":false},{"name":"Dezhi Ning","is_ca":false},{"name":"Atilla İncecik","is_ca":false},{"name":"Ryan S. Nicoll","is_ca":true},{"name":"Anthony McDonald","is_ca":false},{"name":"David Campbell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008532055504345345,"gpt":0.1780075259681876,"spread":0.1694754704638422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002216151,0.0006533687,0.0006175393,0.000453284,0.0006803815,0.001040942,0.001038713,0.001931528,0.003212739],"category_scores_gemma":[0.000767239,0.0004459158,0.0007699486,0.0004307544,0.000920532,0.0006377164,0.00116985,0.0007037799,0.0004930767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836299,"about_ca_system_score_gemma":0.001216962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126779,"about_ca_topic_score_gemma":0.0055846,"domain_scores_codex":[0.9997717,0.00003976588,0.00001047865,0.00005034863,0.00008102429,0.00004668074],"domain_scores_gemma":[0.9997613,0.00009057888,0.00003395581,0.00002363876,0.00005894828,0.00003157342],"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":[0.00002185889,0.00001637802,0.0008614014,0.00002304847,0.00001116004,0.00009657672,0.00003710118,0.992003,0.0035302,0.001728396,0.0002066567,0.001464216],"study_design_scores_gemma":[0.000005692567,0.000009630299,0.000251105,0.000003611762,0.000003118044,0.00001234799,0.00001392197,0.9985573,0.0003913381,0.000287999,0.0004574763,0.000006448691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4308586,0.0007353564,0.4878683,0.0009677744,0.000268348,0.00029017,0.001651644,0.0009259561,0.0764338],"genre_scores_gemma":[0.9371504,0.000378602,0.04261222,0.0002055643,0.00003846247,0.0004608681,0.0005930444,0.000127718,0.01843319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0126779,"threshold_uncertainty_score":0.02520823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412210192","doi":"10.1016/j.oceaneng.2016.05.039","title":"Application of acoustic image processing in underwater terrain aided navigation","year":2016,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Terrain; Artificial intelligence; Underwater; Sonar; Computer vision; Bathymetry; Computer science; Pixel; Feature (linguistics); Noise (video); Interpolation (computer graphics); Remote sensing; Geology; Image (mathematics); Geography","authors":[{"name":"Ziqi Song","is_ca":true},{"name":"Hongyu Bian","is_ca":false},{"name":"A. Zieliński","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006611878973816972,"gpt":0.2049192521123096,"spread":0.1983073731384926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050947,0.0003706425,0.0002326644,0.0006089828,0.0002034151,0.0004627806,0.0002283971,0.000511524,0.002410796],"category_scores_gemma":[0.000704061,0.0001901807,0.0002086098,0.0007272274,0.0002711244,0.0004383733,0.0003107799,0.0002884475,0.0007217632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512815,"about_ca_system_score_gemma":0.000394731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826153,"about_ca_topic_score_gemma":0.002428887,"domain_scores_codex":[0.9998878,0.00001972619,0.00000481761,0.00001634071,0.00006166106,0.000009750523],"domain_scores_gemma":[0.9997496,0.00009892712,0.00001502158,0.00002089113,0.0001078349,0.000007651201],"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":[0.0001619894,0.00006842496,0.001479672,0.0002096633,0.00004479115,0.0001819031,0.0001156058,0.02641266,0.3201677,0.004751321,0.00182424,0.644582],"study_design_scores_gemma":[0.00003047282,0.0001809862,0.004423399,0.00004412712,0.0001044602,0.0005235182,0.0001164702,0.6775273,0.2931073,0.003797819,0.02009338,0.00005077605],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05928762,0.00150611,0.9264885,0.0004099291,0.0002538417,0.00005210304,0.000113773,0.0007351656,0.01115308],"genre_scores_gemma":[0.4443051,0.003227796,0.5374448,0.0002266583,0.000239683,0.00005183067,0.0002007982,0.0001328675,0.01417042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002410796,"threshold_uncertainty_score":0.008064926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2186716051","doi":"10.1016/j.oceaneng.2015.11.011","title":"Numerical and experimental analysis of the power output of a point absorber wave energy converter in irregular waves","year":2015,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Manchester; Lancaster University","keywords":"Energy (signal processing); Wave energy converter; Power (physics); Amplitude; Frequency domain; Acoustics; Absorption (acoustics); Point (geometry); Physics; Mechanics; Optics; Mathematics; Mathematical analysis","authors":[{"name":"Mohammad Rahmati","is_ca":false},{"name":"George Aggidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009115007222833413,"gpt":0.1802607705815091,"spread":0.1711457633586757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217554,0.0001818575,0.0002907158,0.0002488144,0.0004216406,0.0003903232,0.0004679874,0.0003754298,0.002916056],"category_scores_gemma":[0.000947545,0.0001555211,0.0002423213,0.0003059863,0.000786741,0.0004326732,0.0002612399,0.0003600303,0.0002504381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704016,"about_ca_system_score_gemma":0.0001909382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008661716,"about_ca_topic_score_gemma":0.0004730079,"domain_scores_codex":[0.9998149,0.00002350591,0.000007915935,0.00002162733,0.0001070991,0.0000249659],"domain_scores_gemma":[0.9993132,0.0003969867,0.00004702591,0.00007984896,0.0001350369,0.0000277884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001945047,0.000705576,0.006195679,0.0003267724,0.00003893483,0.0004725214,0.0005092715,0.1103968,0.846573,0.003416796,0.0006444684,0.02877513],"study_design_scores_gemma":[0.0001503402,0.001194804,0.01388425,0.00001712449,0.00003669416,0.0001466685,0.0003026122,0.4843586,0.4979866,0.0008164883,0.001071039,0.00003474325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873645,0.00003831252,0.008088137,0.00005325456,0.00001607287,0.00002452172,0.00008743609,0.0001239682,0.004203816],"genre_scores_gemma":[0.9987414,0.00001495797,0.0007294859,0.000002359847,0.000001429023,0.000007316705,0.00001690221,0.000007564183,0.0004786514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916056,"threshold_uncertainty_score":0.009755194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751120189","doi":"10.1016/j.oceaneng.2017.08.022","title":"Silicone based superhydrophobic coating efficient to reduce ice adhesion and accumulation on aluminum under offshore arctic conditions","year":2017,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Coating; Materials science; Composite material; Silicone; Adhesion; Scanning electron microscope; Environmental scanning electron microscope; Contact angle; Surface roughness; Superhydrophobic coating","authors":[{"name":"Jean-Denis Brassard","is_ca":true},{"name":"Jean-Louis Laforte","is_ca":true},{"name":"Caroline Blackburn","is_ca":true},{"name":"Jean Perron","is_ca":true},{"name":"D.K. Sarkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03880784615102108,"gpt":0.2900847501316904,"spread":0.2512769039806693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007659012,0.0001833458,0.0001231581,0.0001704887,0.0001661161,0.0001632427,0.0001313256,0.0001546119,0.0008430182],"category_scores_gemma":[0.00009417535,0.0001325921,0.0001820495,0.00009713753,0.00009439157,0.0001462711,0.0001692535,0.0001819883,0.0001904954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539216,"about_ca_system_score_gemma":0.0001759065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008699902,"about_ca_topic_score_gemma":0.00269445,"domain_scores_codex":[0.9999342,0.000004704551,0.000002995458,0.00001052398,0.00002852857,0.00001905825],"domain_scores_gemma":[0.9999455,0.000005802567,0.00001512547,0.000004918675,0.00002063425,0.000007938834],"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":[0.00002159383,0.000004256044,0.0001658272,0.00002367107,0.000001744679,0.00003601895,0.00001587931,0.0001225029,0.99854,0.00002908695,0.00004682642,0.0009925381],"study_design_scores_gemma":[0.000002756626,0.0001074273,0.002075877,0.000002836687,0.000008911442,0.00006841771,0.0000390077,0.001542974,0.9950753,0.00001361663,0.001058885,0.000004079963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965758,0.0002272991,0.001810988,0.00002686876,0.00002290911,0.000005807967,0.00004271593,0.00003533131,0.001252252],"genre_scores_gemma":[0.9954586,0.0002130314,0.001772288,0.00001952774,0.000005826179,0.000004774182,0.00004457582,0.000009419468,0.002472094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008699902,"threshold_uncertainty_score":0.002820194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}