{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"27b8efca6487","filters":{"venue":"The 27th International Ocean and Polar Engineering Conference"}},"results":[{"id":"W2801580855","doi":"","title":"Transient Torsional Analysis of Polar Class Vessel Shafting Systems Using a Lumped Model and Finite Element Analysis","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":4,"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; Transient (computer programming); Class (philosophy); Transient analysis; Control theory (sociology); Engineering; Mathematics; Structural engineering; Mechanics; Computer science; Transient response; Physics; Electrical engineering; Artificial intelligence","authors":[{"name":"Giorgio Burella","is_ca":true},{"name":"Lorenzo Moro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02723320575343983,"gpt":0.2681956248385732,"spread":0.2409624190851334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003443456,0.0001628995,0.0003075854,0.0004404191,0.0001163042,0.0001603306,0.0003016096,0.00005456091,0.00001819482],"category_scores_gemma":[0.00006102756,0.0001405907,0.0001088228,0.0001841942,0.00004389691,0.000206283,0.00006708745,0.0001319403,2.493029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253539,"about_ca_system_score_gemma":0.00001445472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001127983,"about_ca_topic_score_gemma":0.000008189133,"domain_scores_codex":[0.9990674,0.00001464052,0.0003426604,0.0001612396,0.0002655407,0.0001484793],"domain_scores_gemma":[0.9993711,0.00008245034,0.00009820116,0.0002756628,0.0001080126,0.00006454694],"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":[0.00000610154,0.000006832907,0.004859627,0.00004715566,0.001930361,8.083813e-7,0.0003894329,0.979396,0.0045753,0.008616968,0.000004517097,0.0001669374],"study_design_scores_gemma":[0.0001142393,0.000007959274,0.01328189,0.00004687531,0.0007456324,0.000001440192,0.00002599281,0.9850221,0.0004159708,0.00004649319,0.000149525,0.0001419218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7773536,0.0001803066,0.2218019,0.00003929533,0.0001267991,0.00008768268,0.0001750374,0.0000679875,0.0001674169],"genre_scores_gemma":[0.9978034,0.00007831783,0.001987915,0.000008447567,0.00002860567,0.000002059736,0.00003284678,0.00001496897,0.00004341319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204498,"threshold_uncertainty_score":0.5733124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969471452","doi":"","title":"Experimental Investigation of Vortex Tubes with Laval Nozzle","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Vortex; Vortex tube; Physics; Mechanics; Materials science; Mechanical engineering; Engineering","authors":[{"name":"Viktor S. Vlasenko","is_ca":false},{"name":"Vacheslav V. Slesarenko","is_ca":false},{"name":"Alexsander N. Gulkov","is_ca":false},{"name":"Д. А. Жидков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0117060132066594,"gpt":0.2128780800505375,"spread":0.2011720668438781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000905688,0.0001294216,0.0001130657,0.00004897788,0.00006851414,0.0001053467,0.0003533698,0.00003383254,0.00002822566],"category_scores_gemma":[0.00002491412,0.00009902007,0.00002188775,0.00002140917,0.0001037871,0.000250297,0.00004759285,0.0001259066,0.000004150407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002066096,"about_ca_system_score_gemma":0.00001665976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007964494,"about_ca_topic_score_gemma":0.000007421866,"domain_scores_codex":[0.9994608,0.000006158569,0.000139802,0.000103826,0.0001726877,0.0001167206],"domain_scores_gemma":[0.9995921,0.00002753626,0.00003379961,0.0002401383,0.00005145395,0.00005496054],"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":[0.0001245386,0.0000644362,0.1775123,0.0002879472,0.0009316744,0.00003184851,0.009061867,0.03628576,0.652034,0.1209972,0.001100757,0.001567765],"study_design_scores_gemma":[0.000916498,0.0001089395,0.2801768,0.0002722438,0.00003380529,0.00005807021,0.000195783,0.381799,0.3339159,0.0002494832,0.001820983,0.000452467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955686,0.0001729425,0.002071902,0.0002011535,0.0003066326,0.00007847825,0.00002144319,0.00008266763,0.00149618],"genre_scores_gemma":[0.9992996,0.00003500391,0.000458105,0.00001622606,0.00008653101,0.000002821886,0.000008039684,0.00002059701,0.00007304599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455132,"threshold_uncertainty_score":0.4037921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754993294","doi":"","title":"Coupled Effect of Y/T Ratio and Internal Pressure on the Ductile Fracture of Buckled Pipes","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":2,"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":"Fracture (geology); Internal pressure; Geology; Geotechnical engineering; Forensic engineering; Materials science; Composite material; Engineering","authors":[{"name":"Nima Mohajer Rahbari","is_ca":true},{"name":"J. J. Roger Cheng","is_ca":true},{"name":"Samer Adeeb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00796610696709852,"gpt":0.2333829928482222,"spread":0.2254168858811237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398181,0.0001084447,0.0001346721,0.00004358407,0.00005258646,0.00005979582,0.0003112586,0.00003978012,0.00005789948],"category_scores_gemma":[0.0002240537,0.00006536083,0.00002926302,0.0000149743,0.00006924911,0.0001041481,0.00004878324,0.0001591374,6.561087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004982192,"about_ca_system_score_gemma":0.000004470784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003354652,"about_ca_topic_score_gemma":0.000001064353,"domain_scores_codex":[0.999556,0.00001487316,0.0001484537,0.00007295399,0.0001407251,0.00006701199],"domain_scores_gemma":[0.9994397,0.0001880571,0.00008354925,0.0002172287,0.00004986295,0.00002167366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005768561,0.00008799036,0.03406235,0.001998063,0.002795217,0.00001029069,0.006948855,0.09112363,0.2632464,0.5837453,0.002850663,0.01255435],"study_design_scores_gemma":[0.000360879,0.0001227899,0.02786412,0.0002798545,0.00004742867,0.000009478877,0.00001553301,0.7824839,0.1851934,0.0005111356,0.002964918,0.0001466351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915009,0.0002104252,0.006033504,0.0002545274,0.0002630443,0.0001594503,0.00002542445,0.0000600068,0.001492737],"genre_scores_gemma":[0.9996167,0.00006220819,0.00009118396,0.0000114301,0.00004976435,0.000002595053,0.000002755566,0.00001114233,0.000152227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6913602,"threshold_uncertainty_score":0.2665337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804040505","doi":"","title":"The Effects of Spatial and Temporal Resolutions of Hydrodynamic Model on the Simulated Behaviours of Subsurface Oil Spills in the Marine Environment","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Oil spill; Environmental science; Petroleum engineering; Hydrology (agriculture); Geology; Remote sensing; Environmental engineering; Geotechnical engineering","authors":[{"name":"Haibo Niu","is_ca":true},{"name":"Shihan Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00684607161111394,"gpt":0.2026524529921006,"spread":0.1958063813809867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000303509,0.00007133871,0.00006778256,0.00001642817,0.0001183936,0.00002222939,0.0003055889,0.0000234236,0.00001509507],"category_scores_gemma":[0.00009825072,0.00003697307,0.00002227857,0.00002048139,0.000249428,0.0000496445,0.000113051,0.000112439,8.286614e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002069651,"about_ca_system_score_gemma":0.00000483759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366766,"about_ca_topic_score_gemma":0.0001752711,"domain_scores_codex":[0.9994742,0.00003425611,0.0001434152,0.00008305181,0.0001921941,0.00007293961],"domain_scores_gemma":[0.9994652,0.0001745989,0.0001196913,0.0002169688,0.000007860752,0.00001573279],"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":[0.0002733948,0.0003575832,0.3257679,0.0001069523,0.0001600411,0.000005164241,0.005482922,0.5090872,0.09140879,0.03883702,0.00008323196,0.02842985],"study_design_scores_gemma":[0.0002067733,0.00005747544,0.3956381,0.00003970933,0.0000108573,0.000001664194,0.00002921544,0.6009458,0.002687655,0.0002554923,0.00008101003,0.00004627701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982206,0.00002282048,0.0003609115,0.0007082337,0.00006765341,0.00009161288,0.00001523712,0.000003174637,0.000509725],"genre_scores_gemma":[0.9996265,0.0001517758,0.00003065983,0.00001619237,0.000005727594,0.000001601465,0.000002767767,0.000004015145,0.0001608067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09185857,"threshold_uncertainty_score":0.206615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918721372","doi":"","title":"Thermal-Hydraulics Modeling for Buried Gas Pipeline Strain-Based Design","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Hydraulics; Thermal hydraulics; Pipeline (software); Petroleum engineering; Thermal; Environmental science; Geology; Engineering; Heat transfer; Mechanical engineering; Mechanics; Thermodynamics","authors":[{"name":"Thomas Jurca","is_ca":true},{"name":"Ronald J. Coutts","is_ca":false},{"name":"J. F. Nixon","is_ca":false},{"name":"Richard B. Simms","is_ca":false},{"name":"Stanley Yee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02872409093221435,"gpt":0.236266451659862,"spread":0.2075423607276477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002008502,0.0002119874,0.0001573259,0.00006019654,0.0001731213,0.0002689551,0.0005525461,0.00008764115,0.00001195076],"category_scores_gemma":[0.0001612822,0.0001718906,0.00006223563,0.00002216586,0.00004007922,0.0001140532,0.00003783562,0.0002384766,0.000001801583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002890492,"about_ca_system_score_gemma":0.00001782847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001524703,"about_ca_topic_score_gemma":0.000001729728,"domain_scores_codex":[0.999247,0.000007145662,0.0001958048,0.0001598163,0.000146373,0.0002439076],"domain_scores_gemma":[0.9993628,0.0001182259,0.00003655588,0.000324618,0.00007510852,0.00008269798],"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":[0.0000129814,0.000004286897,0.000006513969,0.00003405828,0.00004049734,0.000001348168,0.00005221673,0.9868135,0.003256236,0.007643766,0.00008569792,0.002048912],"study_design_scores_gemma":[0.0003615611,0.00002008747,0.0002333684,0.00005282984,0.00001771182,0.000004559532,0.000007933512,0.9945526,0.0009510818,0.001037506,0.002549765,0.0002110205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02710987,0.0001371393,0.9700266,0.001004204,0.000571871,0.000181114,0.00005775135,0.0003010918,0.0006103653],"genre_scores_gemma":[0.9933805,0.00003638132,0.00610903,0.00005574791,0.0002695388,0.000009801339,0.00001988216,0.00003996403,0.00007919061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9662706,"threshold_uncertainty_score":0.7009497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789655093","doi":"","title":"Analysis of the Effect of Structural Compliance During Medium-Scale Laboratory Tests on Ice Crushing Dynamics","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Scale (ratio); Compliance (psychology); Forensic engineering; Engineering; Physics; Psychology; Social psychology","authors":[{"name":"Pranav R. Birajdar","is_ca":true},{"name":"Rocky Taylor","is_ca":true},{"name":"Ramy Read Hossain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008014945083806428,"gpt":0.2357936935628475,"spread":0.2277787484790411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001528415,0.0001267527,0.0002036089,0.000108994,0.0001103444,0.00005155504,0.0006527808,0.00004957458,0.000003559158],"category_scores_gemma":[0.0002107593,0.00008189124,0.00005845697,0.0001120315,0.0001050887,0.00008111889,0.0001077736,0.0002224414,5.005789e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003725689,"about_ca_system_score_gemma":0.000006535797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005205098,"about_ca_topic_score_gemma":0.00003059039,"domain_scores_codex":[0.9994361,0.00001392334,0.000163254,0.00009823342,0.0001748506,0.0001136214],"domain_scores_gemma":[0.9992769,0.0001468044,0.00009909797,0.0004003463,0.00005754949,0.00001934161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004951104,0.000007173448,0.560734,0.0003079128,0.001106145,0.00000328223,0.0009239568,0.4141843,0.01398309,0.006163836,0.00002341522,0.002513384],"study_design_scores_gemma":[0.0001200113,0.00001904514,0.528357,0.0001717657,0.00006610877,0.00000148476,0.00001542093,0.4296069,0.04153926,0.00001855297,0.000009613838,0.00007484756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979405,0.00004664695,0.0009782936,0.0001407018,0.000398511,0.0000549218,0.00008535733,0.00009293421,0.0002620736],"genre_scores_gemma":[0.9998088,0.00001723491,0.0001063924,0.000005212522,0.00002631838,9.597359e-7,0.00000359775,0.00001114048,0.00002033885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237695,"threshold_uncertainty_score":0.3339428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803891864","doi":"","title":"Conceptual Design for Testing Ice Abrasion on Offshore Concrete Surfaces","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"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":"Submarine pipeline; Abrasion (mechanical); Geology; Geotechnical engineering; Forensic engineering; Engineering; Mechanical engineering","authors":[{"name":"Amanda Ryan","is_ca":true},{"name":"Steve Bruneau","is_ca":true},{"name":"Bruce Colbourne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06361727962736945,"gpt":0.2566556534526947,"spread":0.1930383738253252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328618,0.0001573471,0.0001318568,0.00005285043,0.0002091283,0.0001885898,0.0004742173,0.00006808533,0.000004434927],"category_scores_gemma":[0.0006260337,0.0001228374,0.00002621064,0.00002384587,0.0001003021,0.0001177146,0.00006000723,0.0001914232,0.000005618223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000241793,"about_ca_system_score_gemma":0.00001265337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079001,"about_ca_topic_score_gemma":9.33928e-7,"domain_scores_codex":[0.9994114,0.000008143385,0.0001350986,0.0001406327,0.0001212487,0.0001834721],"domain_scores_gemma":[0.9991624,0.0004235536,0.00005030168,0.0002499739,0.00007861645,0.00003514146],"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":[0.0001908218,0.00001586491,0.009352336,0.0002100805,0.0004767369,0.00002317196,0.003006835,0.6152342,0.03210711,0.3043633,0.005992621,0.0290269],"study_design_scores_gemma":[0.0003870712,0.0001150125,0.007296991,0.0002480213,0.00001655607,0.00001345428,0.0001283718,0.962019,0.02546258,0.0005273444,0.003522183,0.0002634141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7872308,0.000141595,0.2072392,0.0007554727,0.001244164,0.0002989249,0.0000685527,0.0009031377,0.002118115],"genre_scores_gemma":[0.9937306,0.00004315392,0.005930595,0.0000356884,0.0001059288,0.00000504006,0.000005558,0.00002325582,0.0001201566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3467848,"threshold_uncertainty_score":0.5009165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885777921","doi":"","title":"Industrial Application of SENT and Segment Testing on Deepwater Buckle Arrestor Assembly Installed by S-Lay","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Buckle; Lightning arrester; Forensic engineering; Engineering; Marine engineering; Geology; Structural engineering; Electrical engineering","authors":[{"name":"Andrea Fonzo","is_ca":false},{"name":"Riccardo Porta","is_ca":false},{"name":"Ruud Selker","is_ca":true},{"name":"Ping Liu","is_ca":true},{"name":"Erich Jurdik","is_ca":false},{"name":"Jay Chaudhuri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02981008653048682,"gpt":0.245300102487951,"spread":0.2154900159574642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002275865,0.0001511139,0.0001318081,0.00007070944,0.00008526106,0.0001240366,0.0003277734,0.00006800111,0.000005223315],"category_scores_gemma":[0.0001472846,0.0001246549,0.00001730687,0.00003259488,0.00004946011,0.00008870818,0.00009732839,0.0002825207,0.000003070122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004399694,"about_ca_system_score_gemma":0.00001215032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005045996,"about_ca_topic_score_gemma":0.000002354673,"domain_scores_codex":[0.9992672,0.000008026894,0.0001750598,0.0001486718,0.0002306523,0.0001704064],"domain_scores_gemma":[0.9994425,0.0001112532,0.00004943253,0.0002554115,0.00005247022,0.00008897373],"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":[0.00014021,0.0001456268,0.02191418,0.0004745729,0.0007303719,0.00001438583,0.001238728,0.2159553,0.6679656,0.03182342,0.002398949,0.05719867],"study_design_scores_gemma":[0.0009183123,0.00007486038,0.01485895,0.0001659517,0.00001577082,0.00001289148,0.00003040083,0.9451326,0.03131438,0.00007493599,0.007075546,0.0003254717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846957,0.00009850952,0.01304163,0.0003102302,0.0003152552,0.0002170803,0.00005889679,0.0001101948,0.001152514],"genre_scores_gemma":[0.9992617,0.00004959952,0.000446609,0.00001064926,0.000120475,0.00001097925,0.00001238671,0.00002505678,0.00006254503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7291772,"threshold_uncertainty_score":0.5083281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132065914","doi":"","title":"Low Cycle Tearing in a Deepwater Buckle Arrestor Assembly Girth Weld During S-Lay Installation","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Buckle; Girth (graph theory); Lightning arrester; Welding; Falling (accident); Tearing; Geology; Marine engineering; Engineering; Forensic engineering; Structural engineering; Mechanical engineering; Mathematics; Medicine","authors":[{"name":"Ruud Selker","is_ca":true},{"name":"Jay Chaudhuri","is_ca":false},{"name":"Ping Liu","is_ca":true},{"name":"Andrea Fonzo","is_ca":false},{"name":"Erich Jurdik","is_ca":false},{"name":"M. Di Biagio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007071426706316024,"gpt":0.2000067994038255,"spread":0.1929353726975095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001350625,0.0001914505,0.0001468885,0.000162718,0.0001173622,0.0002600973,0.0004939845,0.00008966505,0.00001313029],"category_scores_gemma":[0.0001114694,0.0001654825,0.00003298331,0.00004641701,0.00004113567,0.000332582,0.0001340564,0.000351885,0.00001080784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006748281,"about_ca_system_score_gemma":0.000008796168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005537714,"about_ca_topic_score_gemma":0.00002860085,"domain_scores_codex":[0.9992265,0.000005749488,0.0001911262,0.0001689255,0.0001511147,0.0002566466],"domain_scores_gemma":[0.9995261,0.00003589256,0.00003803252,0.0003215699,0.0000293696,0.00004906008],"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":[0.00005451221,0.00006929116,0.09583871,0.0004609229,0.0003355378,0.0001167332,0.002244053,0.8009761,0.06376486,0.02439454,0.0001402552,0.01160451],"study_design_scores_gemma":[0.0005704002,0.00001909993,0.3370107,0.0003099407,0.000009368187,0.00002692655,0.0000618835,0.6439722,0.01575381,0.000231614,0.001621146,0.0004128811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937068,0.0001070123,0.003483663,0.0002802019,0.0006793264,0.00009027427,0.00001064219,0.0003972337,0.001244859],"genre_scores_gemma":[0.9991079,0.0001406745,0.0004558404,0.000006639154,0.0001230989,0.000005875258,0.000005466579,0.0000322597,0.0001222524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241172,"threshold_uncertainty_score":0.6748179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2797941099","doi":"","title":"Experimental Investigation Into Free Surface Effects on the Hydrodynamic Performance of the Plates","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Free surface; Mechanics; Physics","authors":[{"name":"Hema Wadhwa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007964632386027622,"gpt":0.2066630329134118,"spread":0.1986984005273841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009789533,0.0001088789,0.00006990733,0.0000265141,0.0002421075,0.0001026947,0.0005826554,0.00002949337,0.00001632843],"category_scores_gemma":[0.00008838882,0.00006346592,0.00003362317,0.00003028116,0.00007941686,0.0001719354,0.0001000038,0.0001846299,0.000005318184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003970888,"about_ca_system_score_gemma":0.000009571032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005644105,"about_ca_topic_score_gemma":0.000006960528,"domain_scores_codex":[0.9995636,0.0000123465,0.000124618,0.00007949805,0.0001345831,0.00008535023],"domain_scores_gemma":[0.9993502,0.000148389,0.00004971452,0.0003921972,0.00003676191,0.00002269253],"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":[0.00001978634,0.00002088853,0.01132071,0.00007972689,0.0001722692,6.197503e-7,0.002195475,0.7828755,0.1275881,0.074822,0.0004731675,0.0004317956],"study_design_scores_gemma":[0.0001142786,0.00002166921,0.03078212,0.0001133598,0.000006023751,0.000002802201,0.0000232739,0.9373242,0.03115464,0.0001957945,0.000189124,0.00007272325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970465,0.00006691668,0.0003066062,0.0008970837,0.000749388,0.0001137175,0.00001412159,0.00003218888,0.0007735298],"genre_scores_gemma":[0.9995903,0.00003491911,0.0000985985,0.00003538803,0.00005044593,0.000002937145,0.000003584398,0.00001300333,0.0001708331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544487,"threshold_uncertainty_score":0.2588065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803031410","doi":"","title":"Spatial Variability of Sea Ice Velocity in the Continental Margin of the Canadian Beaufort Sea From a Dense Array of Moored Upward Looking Sonar Instruments","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Geology; Beaufort sea; Oceanography; Sea ice; Sonar; Continental shelf; Arctic ice pack; Continental margin; Beaufort scale; Nautical mile; Climatology; Geodesy; Seismology","authors":[{"name":"Ed Ross","is_ca":true},{"name":"David B. Fissel","is_ca":true},{"name":"Keath Borg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009187697065092966,"gpt":0.1949812130482778,"spread":0.1857935159831849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005154944,0.00008230942,0.0001217205,0.00002817426,0.0001183731,0.00003528247,0.0005973679,0.0000369108,0.00007285419],"category_scores_gemma":[0.0001547282,0.00004941253,0.00003713403,0.00003090392,0.0001835606,0.00009041308,0.0000317603,0.0001628088,5.475595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001204379,"about_ca_system_score_gemma":0.0001196709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3812483,"about_ca_topic_score_gemma":0.111108,"domain_scores_codex":[0.9993078,0.00005436388,0.0001927331,0.00009628187,0.00023045,0.0001184211],"domain_scores_gemma":[0.9994083,0.000149209,0.0001486386,0.0002002775,0.00005596624,0.00003762979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002212851,0.000007194276,0.9958858,0.00001292957,0.00003172613,0.00000102888,0.0009506274,0.0003130622,0.00005469586,0.0006580271,0.000002513091,0.002060233],"study_design_scores_gemma":[0.0001712307,0.00001228856,0.896651,0.00005891481,0.00001216205,0.000004684994,0.0001273298,0.1022441,0.0001666558,0.0004002967,0.0001029364,0.00004839089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971409,0.000009204929,0.0006533139,0.0005917165,0.0002251195,0.0001042518,0.0006400424,0.000002197132,0.0006331878],"genre_scores_gemma":[0.9995372,0.00001257469,0.00032063,0.00004410661,0.00003390938,2.270116e-7,0.00003938773,0.000001941333,0.000009996292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2701403,"threshold_uncertainty_score":0.9051119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023796103","doi":"","title":"A Simulation-Based Approach to Irregular Wave Wire Stress Computations in Flexible Risers","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Computation; Stress (linguistics); Computer science; Geology; Algorithm","authors":[{"name":"Arya Majed","is_ca":true},{"name":"Luca Chinello","is_ca":true},{"name":"Nathan Cooke","is_ca":true},{"name":"Xianglei Ni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02530876537939774,"gpt":0.2407162287525199,"spread":0.2154074633731222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001047525,0.0001625215,0.0001309547,0.0001815595,0.00009637555,0.0001945471,0.0004207019,0.00006316927,0.00000514049],"category_scores_gemma":[0.0001689962,0.00014542,0.00002937143,0.00007606152,0.00004253021,0.000129662,0.00006462866,0.0002147651,0.000004510518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004662437,"about_ca_system_score_gemma":0.00001416463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003726085,"about_ca_topic_score_gemma":0.000005923185,"domain_scores_codex":[0.9993555,0.000005681881,0.0001547684,0.0001537861,0.0001425722,0.0001876704],"domain_scores_gemma":[0.9994429,0.0001233038,0.00002580663,0.0003025502,0.00004703847,0.00005842861],"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":[0.000003183306,0.00001119918,0.001156376,0.00003205765,0.00002597543,0.000002279589,0.0002574137,0.9910498,0.00005401131,0.006142285,0.00002451992,0.001240908],"study_design_scores_gemma":[0.0001997738,0.000009934747,0.01239158,0.00009316201,0.000005563394,0.000001402674,0.00006815504,0.985434,0.0003152344,0.0001163993,0.001194701,0.0001700834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3209448,0.0001534715,0.6746927,0.0006381402,0.0005952487,0.0002456882,0.00008206588,0.0006905877,0.001957276],"genre_scores_gemma":[0.9949219,0.00001113776,0.004883954,0.0000183309,0.0000541406,0.000008938499,0.00001990533,0.00002388287,0.00005779296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6739771,"threshold_uncertainty_score":0.5930057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}