{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"4f324bd545f3","filters":{"venue":"The 29th International Ocean and Polar Engineering Conference"}},"results":[{"id":"W3131291617","doi":"","title":"Performance Evaluation and Optimization of a Hinged-Typed Wave Energy Converter","year":2019,"lang":"en","type":"article","venue":"The 29th International Ocean and Polar Engineering Conference","topic":"Energy and Environmental Systems","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":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Energy (signal processing); Physics","authors":[{"name":"Wei Meng","is_ca":true},{"name":"Meng Chen","is_ca":true},{"name":"Heather Peng","is_ca":true},{"name":"Wei Qiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359804870005971,"gpt":0.2187580351451402,"spread":0.2051599864450805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003603766,0.0004151151,0.0005540248,0.0002947682,0.0004180548,0.001050596,0.000820136,0.0004070357,0.00482798],"category_scores_gemma":[0.0004133056,0.0001790268,0.0003130925,0.0003367115,0.0002134744,0.0006064978,0.0003378204,0.0002991174,0.0008716995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004958284,"about_ca_system_score_gemma":0.0003998252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138202,"about_ca_topic_score_gemma":0.001189501,"domain_scores_codex":[0.9997351,0.0000452037,0.00001582679,0.00004476868,0.0001124343,0.0000467537],"domain_scores_gemma":[0.9997799,0.00006035382,0.00002793146,0.00002555712,0.000090674,0.00001563872],"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":[0.002593181,0.000464843,0.003283029,0.0004624807,0.0001457081,0.0003348294,0.00009138984,0.6580268,0.1981459,0.004042314,0.001500258,0.1309093],"study_design_scores_gemma":[0.00005952499,0.0007461565,0.001077394,0.00001294245,0.00004950888,0.00009987391,0.00004615866,0.9138485,0.0823883,0.0003933939,0.001259448,0.00001891867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6907045,0.0006170808,0.2807965,0.0002097344,0.00009960247,0.0001162711,0.0001671952,0.00109755,0.02619142],"genre_scores_gemma":[0.9920774,0.00005760492,0.005236217,0.00001264544,0.000003143588,0.00001842172,0.00003234784,0.00001823174,0.002543887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00482798,"threshold_uncertainty_score":0.01615119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022284621","doi":"","title":"Pipe Walking for Onshore Pipelines","year":2019,"lang":"en","type":"article","venue":"The 29th 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":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Marine engineering; Geology; Forensic engineering; Engineering; Environmental science; Mechanical engineering","authors":[{"name":"Thomas Jurca","is_ca":true},{"name":"Ken Zhang","is_ca":false},{"name":"Robert M. Thom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007899993628205077,"gpt":0.197375321670654,"spread":0.1894753280424489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711216,0.0003926288,0.0003715545,0.0002387808,0.0008667063,0.0006137064,0.0005515008,0.0005236132,0.009660002],"category_scores_gemma":[0.000642597,0.0002517056,0.0003485049,0.0002700064,0.0003216824,0.0007290645,0.001377266,0.0005223396,0.001830182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309093,"about_ca_system_score_gemma":0.0006755869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449863,"about_ca_topic_score_gemma":0.006219256,"domain_scores_codex":[0.9998339,0.00002519825,0.000004697453,0.00003593718,0.00005678883,0.00004352772],"domain_scores_gemma":[0.9997812,0.00004104643,0.00001380109,0.00005316982,0.00006571391,0.00004516115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001122972,0.0002799036,0.006921734,0.0005137969,0.00005249111,0.001293961,0.001080227,0.1787355,0.1027898,0.02449546,0.03148002,0.6512341],"study_design_scores_gemma":[0.00008725313,0.001077371,0.008389772,0.0001629087,0.00005903268,0.000757367,0.001440733,0.8136968,0.03595159,0.02123058,0.1170513,0.0000952844],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2741532,0.0007361632,0.6358677,0.0009360805,0.0005501115,0.0001553365,0.0005256382,0.004048896,0.08302689],"genre_scores_gemma":[0.8999432,0.0004477588,0.06895617,0.00007422247,0.00003781189,0.00005493042,0.0005453079,0.0003344032,0.0296062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009660002,"threshold_uncertainty_score":0.03231591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005035503","doi":"","title":"Response of Wave Characteristics to Binary Typhoons in South China Sea","year":2019,"lang":"en","type":"article","venue":"The 29th International Ocean and Polar Engineering Conference","topic":"Geological and Geophysical Studies","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":false},"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Typhoon; China; Meteorology; Climatology; Geography; Environmental science; Geology","authors":[{"name":"Zelin Cheng","is_ca":false},{"name":"Fumin Xu","is_ca":false},{"name":"Chi Zhang","is_ca":false},{"name":"William Perrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01194886301000423,"gpt":0.185972626439628,"spread":0.1740237634296238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002082946,0.0001921634,0.0002249436,0.0006113036,0.0004269742,0.0005059145,0.0001860224,0.0004280336,0.001572268],"category_scores_gemma":[0.00159105,0.0001773791,0.000209365,0.0006142656,0.000338852,0.0003018392,0.0004458149,0.0003512803,0.0002393708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638079,"about_ca_system_score_gemma":0.0003802945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640993,"about_ca_topic_score_gemma":0.01302501,"domain_scores_codex":[0.9998635,0.00001765133,0.000008534404,0.0000304085,0.00002375273,0.00005613284],"domain_scores_gemma":[0.9990995,0.0002575417,0.0001352671,0.00005672277,0.0001954299,0.0002554764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002046769,0.0002101996,0.9406862,0.00004676797,0.0001183324,0.0006698442,0.00105292,0.009761003,0.0350957,0.0002217615,0.0008296448,0.009260946],"study_design_scores_gemma":[0.00001557833,0.00007080605,0.9926066,0.000003436608,0.0000131343,0.00004950295,0.0005208088,0.005955329,0.0006041937,0.00004505069,0.0001082012,0.000007448276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995824,0.000007069564,0.00003430053,0.00001805137,0.00000394932,0.000002414479,0.00006651792,0.000003463309,0.0002818936],"genre_scores_gemma":[0.9996823,0.0000073422,0.00001353937,0.000007190081,0.000002132915,0.000001472642,0.0001458606,0.000002006729,0.0001380626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640993,"threshold_uncertainty_score":0.03262883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023131095","doi":"","title":"Measurement Errors of ILI-Reported Lengths of Corrosion Defects and Their Implications for System Reliability of Corroded Pipelines","year":2019,"lang":"en","type":"article","venue":"The 29th International Ocean and Polar Engineering Conference","topic":"Structural Integrity and Reliability Analysis","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":"Western University","funders":"","keywords":"Reliability (semiconductor); Corrosion; Pipeline transport; Forensic engineering; Reliability engineering; Engineering; Environmental science; Materials science; Metallurgy; Mechanical engineering; Physics","authors":[{"name":"Wenxing Zhou","is_ca":true},{"name":"Tammeen Siraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02006955242540995,"gpt":0.2261787389557597,"spread":0.2061091865303497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007801149,0.0004211915,0.0002915671,0.001835626,0.0003108531,0.0009475599,0.0009572274,0.0005681693,0.000643723],"category_scores_gemma":[0.05296546,0.0003417406,0.000300151,0.001828094,0.000560208,0.0008760147,0.0008463677,0.0005545053,0.000439984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008037618,"about_ca_system_score_gemma":0.0004340389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006103986,"about_ca_topic_score_gemma":0.00537281,"domain_scores_codex":[0.9929201,0.002697352,0.001035476,0.001336328,0.001672607,0.0003381265],"domain_scores_gemma":[0.9248312,0.03265808,0.0182251,0.008461876,0.01535545,0.0004684431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501444,0.0002032101,0.8596717,0.0001949309,0.0003749359,0.0001654029,0.0009646654,0.05075535,0.01481174,0.001678963,0.0009222001,0.06875552],"study_design_scores_gemma":[0.00005746294,0.0006837798,0.764237,0.0001581302,0.0002495819,0.0005385287,0.0006950905,0.1795782,0.0504892,0.001316612,0.001886378,0.0001099052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650572,0.0002745458,0.0312255,0.0001105317,0.00005037734,0.00001700538,0.001305675,0.0003863708,0.001572757],"genre_scores_gemma":[0.9949043,0.00003424866,0.004223814,0.000016784,0.000007694958,0.00001007103,0.0005763258,0.0000253173,0.0002013771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007801149,"threshold_uncertainty_score":0.0412569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}