{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"84986a4b2f08","filters":{"venue":"The 28th International Ocean and Polar Engineering Conference"}},"results":[{"id":"W2947826205","doi":"","title":"Impact of Dropped Objects and Anchor Dragging on Pipeline Integrity","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Geotechnical Engineering and Underground Structures","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":"Intecsea (Canada)","funders":"","keywords":"Pipeline (software); Computer science","authors":[{"name":"Ruud Selker","is_ca":true},{"name":"Ping Liu","is_ca":true},{"name":"D.A. Karras","is_ca":true},{"name":"R. Bijker","is_ca":false},{"name":"Ozturk Aktan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0109067644761834,"gpt":0.2437282533431692,"spread":0.2328214888669858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019239,0.0006975154,0.0006858001,0.001412574,0.001332328,0.002406582,0.0008247317,0.00218601,0.008554896],"category_scores_gemma":[0.005889611,0.0004799963,0.0009027227,0.001084496,0.001129515,0.002081356,0.00186816,0.001339286,0.001526843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033442,"about_ca_system_score_gemma":0.001072117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170359,"about_ca_topic_score_gemma":0.01134962,"domain_scores_codex":[0.9983229,0.0001379264,0.00004875162,0.0002060819,0.0006591048,0.0006251555],"domain_scores_gemma":[0.9964323,0.001527724,0.0003477296,0.0002845612,0.001077311,0.0003304704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.006530244,0.001054826,0.1202155,0.0004144003,0.0003012125,0.005566542,0.0006182624,0.5885162,0.1261014,0.004217298,0.003775678,0.1426885],"study_design_scores_gemma":[0.0001742685,0.003605996,0.2385121,0.000144842,0.0006462096,0.001463052,0.003373882,0.6390178,0.1046668,0.002775049,0.005380945,0.0002392009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857134,0.0002785152,0.006289875,0.0002026151,0.0001411029,0.00001856518,0.0002336794,0.0001743705,0.006947963],"genre_scores_gemma":[0.9973474,0.0000874328,0.000501446,0.00001796829,0.000007470358,0.000002524885,0.0001134257,0.00002419141,0.00189812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170359,"threshold_uncertainty_score":0.02861899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896500497","doi":"","title":"Effect of Water-Cement Ratio of Ductile-Fiber-Reinforced Cementitious Composite Using Recycled Fine Aggregate on Shear Fracture Behavior of RC Beam","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Innovative concrete reinforcement materials","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":"Stantec (Canada)","funders":"","keywords":"Materials science; Composite material; Aggregate (composite); Composite number; Cement; Cementitious; Fracture (geology); Shear (geology); Beam (structure); Water–cement ratio; Fiber; Structural engineering","authors":[{"name":"Ken Watanabe","is_ca":false},{"name":"Naoto Ohtsu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01014528679366363,"gpt":0.2399206624365312,"spread":0.2297753756428676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313863,0.0003403649,0.0002323536,0.0002774907,0.0001837262,0.0002431056,0.0003282593,0.0003674463,0.001895159],"category_scores_gemma":[0.00057787,0.0002673184,0.000312259,0.0001762299,0.0002367307,0.0003953313,0.0001183435,0.0003927793,0.000218111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315089,"about_ca_system_score_gemma":0.0002281816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061948,"about_ca_topic_score_gemma":0.004936657,"domain_scores_codex":[0.9997898,0.00002508436,0.00002317545,0.00005257017,0.0000516226,0.00005788844],"domain_scores_gemma":[0.9995976,0.0001423151,0.00008870489,0.00002716274,0.00008434585,0.00005996289],"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":[0.001014268,0.00007300138,0.0007818471,0.00007869136,0.00001763065,0.00008579216,0.00007920175,0.000845122,0.9943377,0.00004836166,0.0000339186,0.002604461],"study_design_scores_gemma":[0.00001148381,0.0004490502,0.004097539,0.000005538493,0.00003833503,0.00002506104,0.00003932951,0.001762868,0.9933676,0.000008158778,0.0001847807,0.00001017487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0002233002,0.0003462495,0.00000861467,0.000008782316,0.000003845289,0.00003878682,0.00002078236,0.0002068982],"genre_scores_gemma":[0.9991804,0.00009545981,0.0002956261,0.000009148672,0.000001749134,0.000002905018,0.00002901503,0.00000707972,0.0003785093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061948,"threshold_uncertainty_score":0.006339967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944224314","doi":"","title":"Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Nuclear Engineering Thermal-Hydraulics","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":"University of Ottawa","funders":"","keywords":"Iceberg; Multivariate statistics; Mode (computer interface); Statistics; Econometrics; Geodesy; Computer science; Mathematics; Geology; Climatology; Sea ice","authors":[{"name":"Leif Erik Andersson","is_ca":false},{"name":"Francesco Scibilia","is_ca":false},{"name":"Luke Copland","is_ca":true},{"name":"Muhammad Faisal Aftab","is_ca":false},{"name":"Lars Imsland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02177484164559852,"gpt":0.3162528740524217,"spread":0.2944780324068232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005049634,0.0004463566,0.0002738449,0.0006985538,0.0001989939,0.0005039027,0.0002479056,0.0002268893,0.001023987],"category_scores_gemma":[0.001598956,0.0001760989,0.0004674909,0.0005936179,0.0001177066,0.0005513001,0.0003073341,0.0005044994,0.0002054296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136104,"about_ca_system_score_gemma":0.0004530562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476038,"about_ca_topic_score_gemma":0.007100223,"domain_scores_codex":[0.9999183,0.00002195163,0.000004626913,0.00002289131,0.00001607441,0.00001602767],"domain_scores_gemma":[0.9996815,0.0001618351,0.00004142305,0.00002887601,0.00006310379,0.00002322369],"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":[0.000466112,0.0001478733,0.0641738,0.0001114159,0.0002887404,0.0002657741,0.00029531,0.6786132,0.02178878,0.01221982,0.003096901,0.2185324],"study_design_scores_gemma":[0.000004113218,0.00001096983,0.01216588,0.000005107275,0.000008027273,0.0000157734,0.00002198721,0.985989,0.0004522955,0.001006787,0.0003120047,0.00000802585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6205643,0.0003633721,0.3759935,0.00021397,0.00005920403,0.00002865061,0.0008234868,0.0003445825,0.001608891],"genre_scores_gemma":[0.9472063,0.0002449452,0.04980049,0.00001621264,0.00003126606,0.0000207883,0.001140517,0.00009333796,0.001445981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008476038,"threshold_uncertainty_score":0.01685345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967650364","doi":"","title":"Collapse Simulations of an Accidentally Dropped Drill Riser","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Drilling and Well Engineering","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":"Geology; Drill; Lost circulation; Engineering; Drilling; Mechanical engineering","authors":[{"name":"Brad Skinner","is_ca":false},{"name":"Hema Wadhwa","is_ca":true},{"name":"Arya Majed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008342445557924476,"gpt":0.2184331788809203,"spread":0.2100907333229958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440344,0.0007807587,0.001228977,0.00107239,0.001633115,0.001387381,0.00174363,0.00289482,0.009427936],"category_scores_gemma":[0.002588541,0.0009063796,0.00120327,0.0006520064,0.001456865,0.0008197656,0.001614508,0.00219985,0.000946907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176721,"about_ca_system_score_gemma":0.002086279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1044105,"about_ca_topic_score_gemma":0.05280945,"domain_scores_codex":[0.9997057,0.00004400116,0.00001298845,0.00004287134,0.00006289461,0.0001314455],"domain_scores_gemma":[0.998887,0.0003858583,0.00007609253,0.00007506752,0.0002206502,0.0003553025],"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":[0.0001535108,0.00008150948,0.001969778,0.00003182124,0.00003535237,0.0003131863,0.00007282053,0.9934165,0.0007381694,0.001130366,0.001212023,0.0008448936],"study_design_scores_gemma":[0.00005995191,0.00006841325,0.001207117,0.000008327107,0.00001670573,0.0000212451,0.00008280476,0.9975578,0.0002867345,0.0002990486,0.0003757836,0.00001609528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565067,0.0001861779,0.005408232,0.0007894499,0.0001739893,0.00009105392,0.002108516,0.0008284054,0.03390741],"genre_scores_gemma":[0.9943526,0.00005703848,0.001248584,0.0000787704,0.00001308509,0.00003940269,0.0007298805,0.0001031911,0.003377498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044105,"threshold_uncertainty_score":0.2076055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899578532","doi":"","title":"Tail Behaviour of Pipeline Mechanical Strength Distributions","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Non-Destructive Testing Techniques","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":"Pipeline (software); Forensic engineering; Engineering; Mechanical engineering","authors":[{"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":0.01404466671159013,"gpt":0.2398797203046468,"spread":0.2258350535930567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006360136,0.0002784068,0.000247104,0.0008304355,0.0002458917,0.0004558737,0.000668273,0.0006805783,0.003486852],"category_scores_gemma":[0.006755112,0.0002638348,0.0003019941,0.0005521433,0.0006649411,0.001064101,0.0007050386,0.001202997,0.001060845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095938,"about_ca_system_score_gemma":0.0002918051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542839,"about_ca_topic_score_gemma":0.002095071,"domain_scores_codex":[0.9996384,0.00005750318,0.00001626315,0.00008960015,0.000115845,0.00008237893],"domain_scores_gemma":[0.995052,0.002772744,0.0005240657,0.000532488,0.0008740767,0.0002446069],"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":[0.003406839,0.0005349497,0.07387938,0.0006624465,0.0001736113,0.002949831,0.003312144,0.3966001,0.3576082,0.01871071,0.005919183,0.1362426],"study_design_scores_gemma":[0.00003251448,0.0003632113,0.06383233,0.00009109594,0.00002917104,0.0008530184,0.0004966759,0.8592495,0.06532358,0.007158694,0.002466465,0.0001037675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989641,0.0002149447,0.08809721,0.0003229677,0.00002263877,0.00003920756,0.000802547,0.001977702,0.009558685],"genre_scores_gemma":[0.9959769,0.00003381363,0.001091817,0.00004179482,0.000003952142,0.00001053028,0.0003026992,0.0001307961,0.002407829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003486852,"threshold_uncertainty_score":0.01166463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898779934","doi":"","title":"Suitability of Amphoteric Ion Polymer as Retarder for Calcium Aluminate Phosphate Cement","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":0,"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":"Aluminate; Retarder; Cement; Calcium; Phosphate; Waste management; Materials science; Portland cement; Environmental science; Chemical engineering; Mineralogy; Chemistry; Metallurgy; Composite material; Engineering; Organic chemistry","authors":[{"name":"Huajie Liu","is_ca":false},{"name":"Yuhuan Bu","is_ca":false},{"name":"Leiju Tian","is_ca":false},{"name":"Chang Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02128301664192406,"gpt":0.2553816287342883,"spread":0.2340986120923643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138073,0.0003716341,0.0001997009,0.0003359908,0.0002207099,0.0006056963,0.0002698833,0.0003049425,0.0008970363],"category_scores_gemma":[0.0005570753,0.0001542018,0.0002496349,0.0001695466,0.0002317474,0.0003632298,0.0002511317,0.0003131441,0.0003578773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375248,"about_ca_system_score_gemma":0.000373479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004684498,"about_ca_topic_score_gemma":0.0006370519,"domain_scores_codex":[0.9997479,0.00005540262,0.00001671983,0.00004887451,0.00009842696,0.00003262993],"domain_scores_gemma":[0.9997401,0.00007207877,0.00005440304,0.0000194543,0.0000785416,0.00003547846],"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":[0.0001521932,0.00001457318,0.0001755092,0.00005097263,0.000002184707,0.00003227783,0.00001784849,0.00008697993,0.9970028,0.00009339286,0.00002302127,0.002348149],"study_design_scores_gemma":[0.000007824257,0.0003238122,0.0004349022,0.00000414401,0.00001227138,0.0000781963,0.00001997303,0.0005849883,0.9968808,0.00001720186,0.00163127,0.000004604507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902281,0.002089957,0.005274523,0.00009654957,0.0000655082,0.000044628,0.00006156103,0.0001123304,0.002026988],"genre_scores_gemma":[0.9924701,0.0008846142,0.004487648,0.00002232699,0.0000133932,0.00001323797,0.00004443742,0.00003539776,0.0020288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008970363,"threshold_uncertainty_score":0.003000915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898335031","doi":"","title":"Sea Ice Research: Recent Findings and Outstanding Issues in Relation to Arctic Development","year":2018,"lang":"en","type":"article","venue":"The 28th International Ocean and Polar Engineering Conference","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Relation (database); Sea ice; Arctic ice pack; Arctic; Oceanography; The arctic; Climatology; Geography; Geology; Computer science","authors":[{"name":"Ed Ross","is_ca":true},{"name":"David B. Fissel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09207571794881213,"gpt":0.3717703805596883,"spread":0.2796946626108761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006872124,0.0004863683,0.0007710867,0.003971664,0.001458519,0.007805785,0.0008123844,0.001565269,0.003041356],"category_scores_gemma":[0.01272192,0.0002350758,0.0004734053,0.01320641,0.005842791,0.005400836,0.002410757,0.001558325,0.0002419113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684331,"about_ca_system_score_gemma":0.009200259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03448874,"about_ca_topic_score_gemma":0.0732008,"domain_scores_codex":[0.9982475,0.0007313443,0.0001856595,0.0002809459,0.0002603067,0.000294333],"domain_scores_gemma":[0.9823685,0.01112107,0.001895341,0.0003929335,0.003094637,0.001127369],"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":[0.0008205369,0.0003477162,0.374195,0.009302385,0.0007214973,0.0006763113,0.009239432,0.001983544,0.001349737,0.1018503,0.01780937,0.4817041],"study_design_scores_gemma":[0.00003931535,0.0002758019,0.5967355,0.01492103,0.0005838433,0.0004308829,0.06094371,0.0009555513,0.001372389,0.06041171,0.2632167,0.0001136419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1045128,0.7831849,0.0005550443,0.08425802,0.002170939,0.0000151703,0.0008401013,0.000009092621,0.02445389],"genre_scores_gemma":[0.3481264,0.6428474,0.0006747494,0.003143325,0.002984358,0.00001775418,0.0004273671,0.000007674238,0.001770972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03448874,"threshold_uncertainty_score":0.06857598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}