{"meta":{"query_hash":"9f3eeda8101d","filters":{"venue":"The Twelfth International Offshore and Polar Engineering Conference"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/9f3eeda8101d","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Twelfth+International+Offshore+and+Polar+Engineering+Conference"},"results":[{"id":"W2125697890","doi":"","title":"VIV of two cylinders in tandem arrangement: analytical and numerical modeling.","year":2002,"lang":"en","type":"article","venue":"The Twelfth International Offshore and Polar Engineering Conference","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Vortex-induced vibration; Turbulence; Vibration; Mechanics; Transverse plane; Vortex; Physics; Vortex shedding; Numerical analysis; Flow (mathematics); Computer simulation; Classical mechanics; Tandem; Mathematics; Structural engineering; Mathematical analysis; Engineering; Reynolds number; Acoustics; Aerospace engineering","score_opus":0.019934307924681902,"score_gpt":0.22867372200644856,"score_spread":0.20873941408176666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125697890","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":[0.5819023,0.0010320289,0.41242692,0.0010477905,0.00020880852,0.0001070268,0.000021140177,0.00007156933,0.0031823942],"genre_scores_gemma":[0.99907863,0.00037216104,0.0004152888,0.000035490422,0.000035654277,0.000003078272,0.000006285687,0.000010418675,0.000042961707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99941885,0.000008391427,0.00021456702,0.000105108316,0.00013918124,0.00011390217],"domain_scores_gemma":[0.9997771,0.000036634094,0.00001646565,0.000089493435,0.000032387845,0.000047917158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010396413,0.000106574545,0.00014492412,0.00012763205,0.00001653336,0.000036973863,0.00012143847,0.000034617147,0.000099790996],"category_scores_gemma":[0.000017278731,0.000089387955,0.000030930987,0.00010602159,0.0000239374,0.000080698956,0.000028474728,0.00013975242,0.0000025615175],"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":[0.0000073860783,0.000034956338,0.013644779,0.000034951165,0.00024360388,0.000005999557,0.0009276637,0.9143329,0.0009602041,0.0660775,0.00009827118,0.003631743],"study_design_scores_gemma":[0.0002152615,0.000009897771,0.0021345448,0.000025037207,0.00001737001,0.000003891396,0.00002888279,0.9969876,0.000036618752,0.00015326175,0.00029294094,0.00009469237],"about_ca_topic_score_codex":0.00004179484,"about_ca_topic_score_gemma":0.000019899038,"teacher_disagreement_score":0.41717634,"about_ca_system_score_codex":0.000019353989,"about_ca_system_score_gemma":0.0000033888648,"threshold_uncertainty_score":0.36451352},"labels":[],"label_agreement":null},{"id":"W2189405946","doi":"","title":"Measuring Ice Thickness With EISFlow TM, a Fixed-mounted Helicopter Electromagnetic-laser System","year":2002,"lang":"en","type":"article","venue":"The Twelfth International Offshore and Polar Engineering Conference","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Geology; Snow; Altimeter; Remote sensing; Sea ice; Sea ice thickness; Marine engineering; Geodesy; Arctic ice pack; Engineering; Geomorphology; Oceanography","score_opus":0.013320750906619265,"score_gpt":0.18304444614515183,"score_spread":0.16972369523853256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189405946","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":[0.8905615,0.0012074523,0.09116229,0.001238029,0.0010297848,0.00033484874,0.000037163125,0.0028995892,0.011529332],"genre_scores_gemma":[0.9982333,0.00012864753,0.001134824,0.00004617553,0.00013154285,0.00002542,0.000006572492,0.0000424295,0.0002510773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989602,0.00001513749,0.0002123651,0.00020707844,0.00028312238,0.00032209005],"domain_scores_gemma":[0.999423,0.00008820149,0.000035967118,0.00028628908,0.00010744727,0.00005908869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015051362,0.00026548168,0.00021038622,0.00015397459,0.00008950653,0.00014672334,0.00040657286,0.00010314141,0.00004098395],"category_scores_gemma":[0.00003638312,0.00019378075,0.00003730135,0.00016063268,0.000049588158,0.00014473304,0.000058684192,0.00039868974,0.000041074192],"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":[0.0004519846,0.00031667342,0.015246565,0.0038303076,0.004631823,0.00084850943,0.015801251,0.6248182,0.07655852,0.14177653,0.008814526,0.1069051],"study_design_scores_gemma":[0.00049303874,0.00012598786,0.0032487265,0.0006068365,0.00006403121,0.0003744094,0.00023209168,0.9697272,0.019242298,0.0000343165,0.005348763,0.0005022564],"about_ca_topic_score_codex":0.000041405372,"about_ca_topic_score_gemma":0.000018052922,"teacher_disagreement_score":0.34490904,"about_ca_system_score_codex":0.000077284094,"about_ca_system_score_gemma":0.00000853249,"threshold_uncertainty_score":0.79021496},"labels":[],"label_agreement":null},{"id":"W2523015208","doi":"","title":"Friction of Sea Ice On Steel For Condition of Varying Speeds","year":2002,"lang":"en","type":"article","venue":"The Twelfth International Offshore and Polar Engineering Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Cardiovascular Society","funders":"","keywords":"Sea ice; Static friction; Kinetic energy; Geology; Friction coefficient; Mechanics; Coefficient of friction; Materials science; Geotechnical engineering; Composite material; Physics; Climatology; Classical mechanics","score_opus":0.01971192472306851,"score_gpt":0.21571745886323776,"score_spread":0.19600553414016925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523015208","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":[0.9762728,0.00013331832,0.015288859,0.00083537714,0.00057713035,0.00017136818,0.0003823571,0.000021897762,0.00631687],"genre_scores_gemma":[0.99886894,0.00012171699,0.00067373435,0.000053486863,0.000077780736,7.245887e-7,0.0000620643,0.0000025063032,0.00013907181],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995368,0.000008984155,0.00014673042,0.00008025538,0.00014162356,0.00008557468],"domain_scores_gemma":[0.9995726,0.00019183828,0.000073518415,0.00006682124,0.00006932318,0.00002591871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011485057,0.000070796275,0.00009183212,0.000055587203,0.00004045509,0.000012120047,0.000123788,0.000029748497,0.0003324088],"category_scores_gemma":[0.000035975376,0.00005292604,0.000032314103,0.00004708191,0.000035177844,0.000089330766,0.0000065953777,0.00007439397,0.0000049060695],"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":[0.0006595646,0.00026079206,0.4538138,0.0008415341,0.0009585334,0.000012362801,0.0080677,0.11284051,0.007262239,0.19388358,0.0013636687,0.2200357],"study_design_scores_gemma":[0.0003016392,0.00021039521,0.100599326,0.000104630395,0.00003279472,0.000015885991,0.00011571524,0.89401764,0.00084358215,0.000660156,0.0029833133,0.00011494365],"about_ca_topic_score_codex":0.00017716714,"about_ca_topic_score_gemma":0.000013193978,"teacher_disagreement_score":0.7811771,"about_ca_system_score_codex":0.0000035097924,"about_ca_system_score_gemma":0.000006830043,"threshold_uncertainty_score":0.3639643},"labels":[],"label_agreement":null},{"id":"W2974125674","doi":"","title":"Ice Conditions At the Confederation Bridge - Winter 2000","year":2002,"lang":"en","type":"article","venue":"The Twelfth International Offshore and Polar Engineering Conference","topic":"Smart Materials for Construction","field":"Environmental Science","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":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Environmental science","score_opus":0.014545426616149217,"score_gpt":0.21096761295524669,"score_spread":0.19642218633909747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974125674","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":[0.98512465,0.00005539001,0.001161758,0.0045529804,0.0008674152,0.00015412093,0.000060772974,0.000055889075,0.007967022],"genre_scores_gemma":[0.99768853,0.000038832317,0.000056986446,0.00034704898,0.00015398746,0.000017011387,0.000030414301,0.000010429564,0.0016567626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929124,0.000027883196,0.00016280284,0.00016391579,0.0002080058,0.00014615584],"domain_scores_gemma":[0.9996422,0.00006778926,0.000053568954,0.00017342527,0.000018819184,0.000044190467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001358448,0.0001214787,0.00007686749,0.000022538623,0.00021739038,0.00013588263,0.00023650518,0.00003890643,0.0079026455],"category_scores_gemma":[0.000032580458,0.00008101982,0.000032888038,0.00003870773,0.00015269696,0.00021147357,0.00014214157,0.00011264392,0.0006556969],"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":[0.00018907903,0.0002527577,0.39913774,0.000062101746,0.00075664336,0.000049446568,0.013234134,0.015838727,0.2755662,0.12758143,0.15370889,0.013622878],"study_design_scores_gemma":[0.0005302282,0.00006319223,0.53745055,0.00005285678,0.00006136055,0.0004545833,0.0000781275,0.09595877,0.0070137386,0.0005267241,0.3573589,0.0004510031],"about_ca_topic_score_codex":0.00020794041,"about_ca_topic_score_gemma":0.00018272594,"teacher_disagreement_score":0.26855245,"about_ca_system_score_codex":0.00010320957,"about_ca_system_score_gemma":0.00000452575,"threshold_uncertainty_score":0.99300426},"labels":[],"label_agreement":null}]}