{"meta":{"query_hash":"9baea0fb00be","filters":{"venue":"The Twenty-fifth International Ocean and Polar Engineering Conference"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/9baea0fb00be","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Twenty-fifth+International+Ocean+and+Polar+Engineering+Conference"},"results":[{"id":"W2463625573","doi":"","title":"Accelerating Execution Speeds for Lumped Mass Cable Models","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Victoria","funders":"","keywords":"Computer science","score_opus":0.04422259386017543,"score_gpt":0.23679377417564537,"score_spread":0.19257118031546994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463625573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1974587,0.0006535836,0.7834245,0.0005632136,0.0027514917,0.00066838594,0.00008837187,0.0005751656,0.013816595],"genre_scores_gemma":[0.99745727,0.000033400618,0.001290635,0.00004336644,0.0002946702,0.000013660565,0.000045631597,0.00003051936,0.0007908532],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915034,0.000015290821,0.0002585085,0.00014589298,0.00021361277,0.00021637164],"domain_scores_gemma":[0.9994752,0.00007265269,0.000034666584,0.00014491208,0.00015610116,0.0001164805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030755732,0.00017374256,0.00016264737,0.000086683714,0.000057342466,0.0002226333,0.00022948433,0.000061549865,0.000024766769],"category_scores_gemma":[0.000047867936,0.00014784918,0.000048995964,0.000067816494,0.000015339474,0.00035783372,0.000025351239,0.00013168919,0.000010376663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002578023,0.000007933659,0.00016146203,0.000044394263,0.00010708309,0.0000012291489,0.0011250415,0.9656718,0.0034415696,0.027504854,0.0008731842,0.0010356756],"study_design_scores_gemma":[0.0006374625,0.000020116515,0.00012597039,0.000042132586,0.000014184776,0.000007664851,0.00013849752,0.9834491,0.00024490815,0.0008704174,0.014278752,0.0001707912],"about_ca_topic_score_codex":0.000047427093,"about_ca_topic_score_gemma":0.000002580968,"teacher_disagreement_score":0.7999986,"about_ca_system_score_codex":0.00007099787,"about_ca_system_score_gemma":0.000025556797,"threshold_uncertainty_score":0.6029115},"labels":[],"label_agreement":null},{"id":"W2544083309","doi":"","title":"Tensile Fracture of Wrinkled Cold Bend Pipe under Monotonic Loading Condition","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultimate tensile strength; Fracture (geology); Materials science; Structural engineering; Monotonic function; Composite material; Engineering; Mathematics","score_opus":0.01850351748145763,"score_gpt":0.22845715938970723,"score_spread":0.2099536419082496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544083309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8483644,0.0013301447,0.14659816,0.0007025375,0.0008200881,0.00022004251,0.00013392454,0.00022829813,0.0016023898],"genre_scores_gemma":[0.999285,0.00015258131,0.00023977105,0.00007511873,0.000082754406,0.0000027781552,0.00003386696,0.0000178439,0.00011027351],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924207,0.000013288176,0.00022830463,0.00012988933,0.00022820267,0.00015824212],"domain_scores_gemma":[0.9994969,0.00006798531,0.000054832195,0.00015603815,0.00011271632,0.000111545814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014419368,0.00015050985,0.00018516637,0.00008474676,0.000030155248,0.000052604835,0.00022459227,0.000067728535,0.00010339984],"category_scores_gemma":[0.000041086216,0.00011968628,0.000055343848,0.00009329357,0.000027434837,0.00011772742,0.0000449126,0.00020494111,0.0000093757835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068533656,0.00014650464,0.005183722,0.00026588846,0.001783684,0.00002380059,0.00266355,0.61968625,0.10406595,0.2614123,0.003058573,0.0016412826],"study_design_scores_gemma":[0.000806271,0.0000681379,0.003370976,0.00017629267,0.000118249576,0.000012596711,0.0002816642,0.946547,0.029841732,0.001764158,0.016608004,0.00040497456],"about_ca_topic_score_codex":0.000057649555,"about_ca_topic_score_gemma":0.0000052373007,"teacher_disagreement_score":0.32686073,"about_ca_system_score_codex":0.000040941144,"about_ca_system_score_gemma":0.000014868606,"threshold_uncertainty_score":0.4880665},"labels":[],"label_agreement":null},{"id":"W2744386669","doi":"","title":"Experimental and Numerical Simulations of Moored Self-Reacting Point Absorber Wave Energy Converters","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Victoria","funders":"","keywords":"Wave energy converter; Energy (signal processing); Converters; Point (geometry); Physics; Mechanics; Power (physics); Mathematics; Thermodynamics; Geometry","score_opus":0.017526689702171715,"score_gpt":0.21192428521437529,"score_spread":0.19439759551220356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744386669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9730853,0.000592985,0.023379054,0.0001561094,0.00087714795,0.000074505595,0.00003406755,0.0001840547,0.0016167957],"genre_scores_gemma":[0.99939823,0.000016559488,0.00032301646,0.00003525284,0.0001165636,0.0000020084065,0.000020763764,0.000022882143,0.00006472645],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993096,0.000016188817,0.00022510023,0.00012394921,0.00017523671,0.00014991783],"domain_scores_gemma":[0.99959695,0.00007120021,0.000042694177,0.00011474118,0.0000603392,0.00011407333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098510536,0.0001547614,0.000158813,0.000079094694,0.000029356679,0.000047463018,0.00011516986,0.000049228423,0.000017615632],"category_scores_gemma":[0.000020737434,0.00012958904,0.00003100189,0.000058320522,0.000029101639,0.0001550803,0.000053017367,0.00010386607,0.0000018170191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016150938,0.0003310845,0.011960659,0.0002873002,0.0024669855,0.000059186266,0.043146655,0.6602437,0.11355038,0.16176492,0.002564298,0.0034633346],"study_design_scores_gemma":[0.00043687952,0.000032008455,0.000782967,0.000046584686,0.000016414484,0.000041412,0.00034195624,0.9849058,0.006206674,0.000076952296,0.0069369297,0.00017541563],"about_ca_topic_score_codex":0.00013265802,"about_ca_topic_score_gemma":0.0000012133265,"teacher_disagreement_score":0.32466212,"about_ca_system_score_codex":0.000044108638,"about_ca_system_score_gemma":0.000014520628,"threshold_uncertainty_score":0.52844876},"labels":[],"label_agreement":null},{"id":"W2797310785","doi":"","title":"High Fidelity Dropped Object Nonlinear Simulations of a Turning Point System for TOTAL Girassol Installation Campaign","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Nonlinear system; Object (grammar); Computer science; Point (geometry); Turning point; High fidelity; Engineering; Mathematics; Artificial intelligence; Physics; Acoustics; Electrical engineering; Geometry","score_opus":0.014731533978415307,"score_gpt":0.24147913611905633,"score_spread":0.22674760214064102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797310785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87377554,0.000012376987,0.12451505,0.00021782683,0.00023876692,0.00026384066,0.0005093462,0.000038735143,0.00042851653],"genre_scores_gemma":[0.9973699,5.5259386e-7,0.0020716265,0.000010292437,0.00026835882,0.000006466386,0.00019036767,0.000015246818,0.000067217865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993514,0.000015037862,0.00023505141,0.00013662214,0.0001448903,0.00011699839],"domain_scores_gemma":[0.99933255,0.00009572771,0.00013024407,0.00014362899,0.00023312744,0.000064738095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015809084,0.00011476285,0.00013635903,0.000045425775,0.00007061995,0.000060450377,0.00014379699,0.000022272052,0.000018242796],"category_scores_gemma":[0.000020252452,0.00009691223,0.00005571134,0.00007009822,0.000023921151,0.00011611033,0.000053949316,0.00010072492,0.0000033889935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006994145,0.00015366757,0.006473938,0.00007901315,0.00034448513,3.4106804e-7,0.0028222932,0.14328945,0.0098019745,0.83476144,0.00021405613,0.0019893984],"study_design_scores_gemma":[0.00083611265,0.00005285938,0.0031857726,0.00008868585,0.000046617388,0.0000019914232,0.0005242491,0.9874617,0.0016146314,0.003003332,0.0029790972,0.00020497988],"about_ca_topic_score_codex":0.00018291865,"about_ca_topic_score_gemma":0.000001358399,"teacher_disagreement_score":0.84417224,"about_ca_system_score_codex":0.000032641372,"about_ca_system_score_gemma":0.000049262642,"threshold_uncertainty_score":0.39519662},"labels":[],"label_agreement":null},{"id":"W2797357873","doi":"","title":"Transverse and Rotational Galloping of Square Cylinders at Low Reynolds Numbers","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Reynolds number; Square (algebra); Transverse plane; Mechanics; Mathematics; Physics; Geometry; Engineering; Structural engineering; Turbulence","score_opus":0.012659564312156282,"score_gpt":0.21065676191772337,"score_spread":0.19799719760556708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797357873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598107,0.0003118883,0.037842058,0.00043949272,0.0003920288,0.000098481454,0.00006811225,0.00008926997,0.0009480048],"genre_scores_gemma":[0.99888444,0.00016871035,0.00066820445,0.00003741316,0.00004132058,0.0000017737725,0.00004954953,0.000016400285,0.00013216508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931794,0.000011618263,0.00021073024,0.000119689845,0.00021983165,0.00012018012],"domain_scores_gemma":[0.99962634,0.00004597818,0.00003550575,0.00009990107,0.00009497137,0.000097298194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014851874,0.00013242828,0.00013157443,0.00010513231,0.000035542802,0.000048316855,0.00013807266,0.000046625053,0.00005301251],"category_scores_gemma":[0.000030477251,0.00011813028,0.000041590112,0.000088350156,0.000046750993,0.00013685814,0.000034185785,0.00011038222,0.000005040948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013177579,0.000058514932,0.022208847,0.00036245253,0.0011472665,0.000012525254,0.01407345,0.8318907,0.010020174,0.11752265,0.0012175009,0.0013541572],"study_design_scores_gemma":[0.0004498975,0.000017104629,0.0034077826,0.000065540255,0.000025943671,0.0000119668875,0.0002289714,0.99312526,0.00038336037,0.00012653784,0.0020000672,0.0001575748],"about_ca_topic_score_codex":0.000028769682,"about_ca_topic_score_gemma":0.000021350286,"teacher_disagreement_score":0.16123457,"about_ca_system_score_codex":0.000056531753,"about_ca_system_score_gemma":0.00002101468,"threshold_uncertainty_score":0.4817213},"labels":[],"label_agreement":null},{"id":"W2799569854","doi":"","title":"Surrogate Based Design of a Mooring System for a Self-reacting Point Absorber","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mooring; Point (geometry); Computer science; Marine engineering; Engineering; Mathematics","score_opus":0.028931215204436173,"score_gpt":0.21396756184298202,"score_spread":0.18503634663854585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799569854","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41949317,0.00051711407,0.57445735,0.00018194008,0.0025999425,0.00049493083,0.00007806491,0.0006836971,0.0014938244],"genre_scores_gemma":[0.9967148,0.0000094971365,0.002968509,0.00001172556,0.00018096618,0.000012670029,0.00001117628,0.00003586073,0.00005480839],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99915206,0.00002023542,0.00028777757,0.00013476805,0.00019687148,0.00020826462],"domain_scores_gemma":[0.999328,0.0002011034,0.000066937646,0.00015855875,0.00014550403,0.00009988404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054835936,0.00017729547,0.00019900102,0.00011023184,0.000032832944,0.000058884787,0.00023412198,0.000055774435,0.0000033425233],"category_scores_gemma":[0.000070983566,0.00014589317,0.00005439234,0.00007560338,0.000013896768,0.0001309314,0.000029258477,0.00011709575,0.0000040391783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000574482,0.000026928197,0.0008839682,0.00051793584,0.0003762003,0.000007091818,0.002380114,0.97421,0.008274827,0.012627578,0.00034444974,0.00029343323],"study_design_scores_gemma":[0.00053675927,0.0000377748,0.0001779647,0.00030495672,0.000030924806,0.0000212145,0.00022879818,0.9893056,0.0053681396,0.00003234932,0.0037737684,0.00018174728],"about_ca_topic_score_codex":0.000058009442,"about_ca_topic_score_gemma":0.0000014044158,"teacher_disagreement_score":0.57722163,"about_ca_system_score_codex":0.00008594534,"about_ca_system_score_gemma":0.00003631138,"threshold_uncertainty_score":0.59493506},"labels":[],"label_agreement":null},{"id":"W2801804507","doi":"","title":"Seabed Intervention Challenges of the Lan Do Flowline","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Seabed; Geology; Oceanography; Intervention (counseling); Medicine","score_opus":0.02083581429220557,"score_gpt":0.2160609855217522,"score_spread":0.19522517122954663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801804507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97737044,0.0060811723,0.0090561025,0.0016164902,0.0028142554,0.0001848023,0.000052774663,0.00065442285,0.0021695192],"genre_scores_gemma":[0.9991183,0.00034803996,0.000293776,0.000007309643,0.00009810584,0.0000033978054,0.00000542845,0.000021184178,0.00010445265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993155,0.000013926283,0.00020085643,0.00011197444,0.0002033847,0.00015437974],"domain_scores_gemma":[0.99954295,0.000045040655,0.000037157373,0.00024630572,0.00007832083,0.00005021834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024243878,0.00015472466,0.00013671025,0.00008661812,0.00002224877,0.000038706763,0.00046453442,0.00006554269,0.00001167848],"category_scores_gemma":[0.00011755176,0.000103660896,0.000059801947,0.00009163863,0.00005035184,0.000086966356,0.00012003734,0.0002459019,0.0000051203247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088014735,0.00022953932,0.01159131,0.0010230718,0.0015022444,0.000017518369,0.011275961,0.33626902,0.00958949,0.5563399,0.0033238619,0.068750046],"study_design_scores_gemma":[0.0017592355,0.00017969997,0.037225023,0.0009926298,0.000087150045,0.000092630515,0.0013890303,0.84266114,0.0120686665,0.004197434,0.09850328,0.0008440903],"about_ca_topic_score_codex":0.000010846966,"about_ca_topic_score_gemma":0.000003310612,"teacher_disagreement_score":0.5521425,"about_ca_system_score_codex":0.00003482372,"about_ca_system_score_gemma":0.000009915501,"threshold_uncertainty_score":0.4227169},"labels":[],"label_agreement":null},{"id":"W2809380153","doi":"","title":"Parameters Influencing Birdcaging Mechanism for Subsea Flexible Pipe","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Subsea; Mechanism (biology); Marine engineering; Computer science; Forensic engineering; Engineering; Physics","score_opus":0.02679112735994324,"score_gpt":0.2267839101248219,"score_spread":0.19999278276487867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809380153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70418346,0.0005378676,0.2893501,0.00077321497,0.002269477,0.00028675297,0.000057863857,0.0020068511,0.00053442747],"genre_scores_gemma":[0.9904694,0.00010355777,0.009066889,0.00006738082,0.00009901119,0.0000179906,0.000013247685,0.0000515794,0.00011097418],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902916,0.000006932279,0.00022887748,0.00019262421,0.00021082132,0.000331565],"domain_scores_gemma":[0.9993796,0.000119761076,0.000033665638,0.00022577503,0.00012248836,0.00011874283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026100376,0.00024564934,0.00018390505,0.00019454985,0.00005560286,0.00014788572,0.00042881788,0.000088655026,0.0000047966023],"category_scores_gemma":[0.00023499673,0.00021101908,0.00005654557,0.00012963156,0.000037398568,0.00019392073,0.00007925143,0.00026901567,0.000009845575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006123698,0.00004501112,0.0029770213,0.00035224447,0.0007507827,0.000016683252,0.0046172338,0.52790207,0.016303603,0.43599352,0.0027501155,0.008230478],"study_design_scores_gemma":[0.00069515867,0.000078366545,0.00045915038,0.00015874491,0.00004089366,0.00004268568,0.0003933857,0.95303345,0.020609623,0.008085931,0.015844407,0.0005581824],"about_ca_topic_score_codex":0.000023857978,"about_ca_topic_score_gemma":0.0000018993985,"teacher_disagreement_score":0.4279076,"about_ca_system_score_codex":0.00008278629,"about_ca_system_score_gemma":0.000023327097,"threshold_uncertainty_score":0.8605109},"labels":[],"label_agreement":null},{"id":"W2809402210","doi":"","title":"The Development of Sea Ice Thickness Measurement Sensor","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sea ice; Geology; Remote sensing; Climatology; Geodesy; Environmental science","score_opus":0.03150155938980432,"score_gpt":0.21643244581067925,"score_spread":0.18493088642087493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809402210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703993,0.00048807455,0.021035615,0.0023895968,0.0015825968,0.00019613274,0.000059362603,0.000050881205,0.003798441],"genre_scores_gemma":[0.9976772,0.00004869871,0.0019299609,0.00006524108,0.00006881118,3.515881e-7,0.000018099217,0.0000031765746,0.00018846724],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990142,0.000029787978,0.00020689922,0.000106044055,0.0004828461,0.00016022795],"domain_scores_gemma":[0.99939954,0.00012213424,0.00007320363,0.000112981244,0.0002058564,0.000086293854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008839306,0.00010461309,0.0000873167,0.000028269946,0.00013652838,0.000061524894,0.00032618095,0.000026151298,0.00004179209],"category_scores_gemma":[0.00013546472,0.00006060015,0.000022425864,0.000054482403,0.0000718672,0.000081742444,0.000033603283,0.00013998021,0.000018019904],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005411462,0.00012749076,0.72036856,0.00024381306,0.0011834649,0.0000261197,0.04338849,0.032763124,0.00046361392,0.04428209,0.0011274478,0.1554846],"study_design_scores_gemma":[0.0008889118,0.00010884209,0.31491098,0.00021167324,0.00005766481,0.00010486305,0.003844944,0.5168441,0.0003054027,0.0011507204,0.16104884,0.0005230892],"about_ca_topic_score_codex":0.00018382627,"about_ca_topic_score_gemma":0.00015040772,"teacher_disagreement_score":0.48408094,"about_ca_system_score_codex":0.000013589008,"about_ca_system_score_gemma":0.00013271802,"threshold_uncertainty_score":0.24712023},"labels":[],"label_agreement":null},{"id":"W2883658582","doi":"","title":"The Detection and Characterization of Massive Marine Ice Features Derived from Moored Upward Looking Sonar Ice Draft Measurements: Seasonal Variability","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sea ice; Sonar; Oceanography; Geology; Hull; Climatology; Meteorology; Arctic ice pack; Remote sensing; Environmental science; Geography","score_opus":0.012569008019705409,"score_gpt":0.19713996389641136,"score_spread":0.18457095587670597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883658582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98094344,0.0000825243,0.017260237,0.00073413656,0.0004842659,0.00012391912,0.0001342626,0.000024929857,0.00021226992],"genre_scores_gemma":[0.9989187,0.00013204056,0.00055236253,0.00006554285,0.00012227545,7.1420055e-7,0.00014827412,0.0000045278666,0.00005554309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991124,0.00007480416,0.00018263907,0.00017103388,0.00031270098,0.00014641078],"domain_scores_gemma":[0.99929523,0.00021864835,0.0001216998,0.000109042725,0.00016856633,0.000086813554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047554562,0.00013090573,0.000115128016,0.000029839724,0.00014148721,0.00010547099,0.00020863749,0.000046129953,0.000055053802],"category_scores_gemma":[0.00016003379,0.000088079454,0.000024904544,0.000059157832,0.000098803415,0.00020563038,0.000054269694,0.00017343488,0.0000023391642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005983041,0.00004345581,0.8940554,0.00006603632,0.00047556768,0.0000057130355,0.0051666936,0.0032020186,0.014275335,0.0024209807,0.00001376011,0.07967673],"study_design_scores_gemma":[0.0003138925,0.000040789648,0.7995443,0.000038384038,0.000036048175,0.0000118361895,0.00021588363,0.19754484,0.00036036118,0.00076232874,0.0010095838,0.000121784324],"about_ca_topic_score_codex":0.00083697354,"about_ca_topic_score_gemma":0.00014749986,"teacher_disagreement_score":0.19434282,"about_ca_system_score_codex":0.000015788026,"about_ca_system_score_gemma":0.000045451037,"threshold_uncertainty_score":0.3591776},"labels":[],"label_agreement":null},{"id":"W3022481801","doi":"","title":"Numerical Modeling of Drag Force on Submarine Suspended Pipelines Using Finite Element and Finite Volume Methods","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Drag; Finite element method; Finite volume method; Marine engineering; Pipeline transport; Submarine; Geology; Mechanics; Engineering; Structural engineering; Mechanical engineering; Physics","score_opus":0.03231439782987749,"score_gpt":0.27426328112447196,"score_spread":0.24194888329459446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022481801","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12103732,0.00046328944,0.8769476,0.00018862117,0.00061603327,0.00012070334,0.00002484856,0.00018678598,0.00041481858],"genre_scores_gemma":[0.98655546,0.000095752526,0.013051696,0.00003188937,0.00011357392,0.0000022952688,0.000016321575,0.00003388717,0.00009913842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989342,0.000028448021,0.00034543226,0.00019564702,0.00025077214,0.00024550283],"domain_scores_gemma":[0.9993223,0.0001829655,0.000047903573,0.00019427095,0.00010770344,0.0001448855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035790927,0.00025057115,0.000259085,0.00014588857,0.00004107102,0.000071507486,0.0002499771,0.00008165912,0.000019677145],"category_scores_gemma":[0.0002462528,0.00020648753,0.000050687875,0.00011347888,0.000036799513,0.000107263935,0.000088326924,0.0003199538,0.0000013388427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020306074,0.000008758809,0.00015193553,0.000044844557,0.00006905953,0.0000018896667,0.00024434557,0.9910834,0.00047149905,0.0070139198,0.00001600236,0.0008740315],"study_design_scores_gemma":[0.00035096725,0.000054945336,0.00019766178,0.000077186916,0.000025205802,0.000016974134,0.000042906093,0.9955087,0.00034109812,0.0013639024,0.0018032524,0.00021723514],"about_ca_topic_score_codex":0.000072723924,"about_ca_topic_score_gemma":0.0000014715891,"teacher_disagreement_score":0.86551815,"about_ca_system_score_codex":0.000049115246,"about_ca_system_score_gemma":0.00002106602,"threshold_uncertainty_score":0.8420317},"labels":[],"label_agreement":null},{"id":"W3023892645","doi":"","title":"ROVs with Semi-Autonomous Capabilities for use on Renewable Energy Platforms","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Remotely operated underwater vehicle; Renewable energy; Wind power; Computer science; Business; Engineering; Artificial intelligence; Mobile robot; Robot; Electrical engineering","score_opus":0.024457378515669537,"score_gpt":0.21351616191252196,"score_spread":0.18905878339685242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023892645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7963427,0.00010063108,0.1995644,0.000414396,0.00093716907,0.00028758927,0.00034231527,0.00047322165,0.0015375783],"genre_scores_gemma":[0.9974898,0.000024490562,0.0010656842,0.00013450725,0.00007951068,0.000022528653,0.00013686482,0.000026687088,0.001019933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993294,0.0000031424802,0.00019201716,0.00013953514,0.00016246703,0.00017342974],"domain_scores_gemma":[0.9994608,0.00010120732,0.00002866771,0.00016572696,0.00015634885,0.000087230546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011581217,0.00016306592,0.000119042954,0.00009912341,0.000047023994,0.00009810198,0.00016450387,0.00004573487,0.000017026885],"category_scores_gemma":[0.000035335168,0.00012156551,0.000028509738,0.00008222589,0.000039620427,0.00023257063,0.000009681864,0.00010847786,0.0000023788607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103235005,0.000044393462,0.0023952434,0.000058600115,0.0002117045,0.0000027133717,0.002650034,0.79300296,0.00033678132,0.19850725,0.0021395565,0.0005475106],"study_design_scores_gemma":[0.0015932187,0.00025932305,0.0051873573,0.00014201978,0.000048313505,0.000026815715,0.00059441366,0.70781285,0.0026435594,0.00211377,0.27898702,0.00059135404],"about_ca_topic_score_codex":0.00022527856,"about_ca_topic_score_gemma":0.00015194365,"teacher_disagreement_score":0.27684745,"about_ca_system_score_codex":0.00006298927,"about_ca_system_score_gemma":0.00004341011,"threshold_uncertainty_score":0.49572974},"labels":[],"label_agreement":null},{"id":"W3131490899","doi":"","title":"Towards Automated Thruster Control in a Small Observation Class ROV","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Remotely operated underwater vehicle; Class (philosophy); Aeronautics; Control (management); Computer science; Artificial intelligence; Engineering; Mobile robot; Robot","score_opus":0.044451592630611346,"score_gpt":0.2601117555269258,"score_spread":0.21566016289631443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131490899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847006,0.0005146602,0.009699078,0.0010735593,0.0010716278,0.00030369867,0.000039854753,0.0005037696,0.0020931573],"genre_scores_gemma":[0.99912345,0.000055654124,0.00026617214,0.000088461784,0.00013020742,0.000011501514,0.000024828738,0.000025237732,0.0002744914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901783,0.000045076864,0.00028114126,0.00015089822,0.00025940654,0.00024563132],"domain_scores_gemma":[0.999481,0.000063182735,0.000031678304,0.00016133973,0.00014108262,0.000121668854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047627112,0.00017088097,0.00017655085,0.00016265534,0.000026874242,0.00013743939,0.00032697903,0.00008166568,0.000030349056],"category_scores_gemma":[0.00008879506,0.00013341238,0.000032118623,0.00015094076,0.00002113516,0.00017593607,0.000055494045,0.0002845402,0.000030301188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011335799,0.00039865918,0.257457,0.0015631733,0.0019844505,0.0003147513,0.042077497,0.4454131,0.03337241,0.04137794,0.033052474,0.14185494],"study_design_scores_gemma":[0.00091851706,0.00002857635,0.015704697,0.00009482861,0.0000059684367,0.000016847434,0.000091313,0.9576832,0.00032313634,0.00015157781,0.024799254,0.00018210479],"about_ca_topic_score_codex":0.00012918818,"about_ca_topic_score_gemma":0.00002975328,"teacher_disagreement_score":0.51227003,"about_ca_system_score_codex":0.00009440814,"about_ca_system_score_gemma":0.00004296165,"threshold_uncertainty_score":0.5440399},"labels":[],"label_agreement":null}]}