{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"1e6e2ab09474","filters":{"venue":"Offshore Technology Conference Brasil"}},"results":[{"id":"W4387703901","doi":"10.4043/32798-ms","title":"Offshore Battery Energy Storage System Operational Impacts and Remote Fleet Intelligence","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference Brasil","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Scope (computer science); Context (archaeology); Submarine pipeline; Scalability; Range (aeronautics); Computer science; Reliability engineering; Risk analysis (engineering); Function (biology); Mode (computer interface); Engineering; Systems engineering; Marine engineering; Operations research; Business; Database","authors":[{"name":"Fábio Aquino de Albuquerque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01283036384040582,"gpt":0.2221252699558052,"spread":0.2092949061153994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002044427,0.0002553207,0.0003021405,0.0004369471,0.0001204609,0.00007624579,0.0003174344,0.0003943108,0.00004895508],"category_scores_gemma":[0.0001249533,0.0002504237,0.00003777392,0.0007735792,0.0002689995,0.0002293193,0.0001261058,0.0002761431,0.00006858897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131726,"about_ca_system_score_gemma":0.00007331048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002464752,"about_ca_topic_score_gemma":0.0001008594,"domain_scores_codex":[0.9986615,0.0000280469,0.0003367432,0.0003867408,0.0001656123,0.0004213521],"domain_scores_gemma":[0.9992108,0.0000607834,0.00004571459,0.0004375973,0.0001508485,0.0000942073],"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":[0.0000727251,0.0000694448,0.009107199,0.001321253,0.0002857857,0.0002903434,0.001177039,0.1367918,0.01767003,0.4778604,0.01842242,0.3369315],"study_design_scores_gemma":[0.0001907536,0.00008805742,0.003794264,0.0003683083,0.00002223532,0.000116503,0.001106338,0.9781088,0.009640095,0.003865034,0.002234405,0.0004652675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4777948,0.0009573164,0.5024511,0.003538146,0.001093604,0.0005172235,0.00007261607,0.00675106,0.006824132],"genre_scores_gemma":[0.9962088,0.001041343,0.002267568,0.00005743066,0.00004771249,0.00002894906,0.000077341,0.00003673331,0.0002340708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8413169,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387694411","doi":"10.4043/32765-ms","title":"Static Modelling and Fault Seal Analysis of the Migrant Rollover Structure, Sable Subbasin, Offshore Nova Scotia, Canada","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference Brasil","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Fault (geology); Petrology; Cretaceous; Structural basin; Submarine pipeline; Drilling; Seismology; Pebble; Tectonics; Geotechnical engineering; Geomorphology; Paleontology; Engineering","authors":[{"name":"Kenneth T. Martyns-Yellowe","is_ca":true},{"name":"F. W. Richards","is_ca":true},{"name":"N. Watson","is_ca":false},{"name":"Grant Wach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177669592431804,"gpt":0.2173572690607604,"spread":0.1995903098175801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851385,0.0002128069,0.0004262661,0.0005571277,0.0001496129,0.00003618697,0.0005871027,0.0001819546,0.0006056695],"category_scores_gemma":[0.00005957976,0.0001532895,0.00007481794,0.002525883,0.0005008275,0.0001100477,0.0000675671,0.0003357671,0.000009259886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605338,"about_ca_system_score_gemma":0.0004214031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.548341,"about_ca_topic_score_gemma":0.716013,"domain_scores_codex":[0.9984265,0.00005283228,0.0003243346,0.0004004293,0.0003785614,0.0004173494],"domain_scores_gemma":[0.9990212,0.0001143558,0.0001621413,0.0004936929,0.0001357382,0.00007282388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001702251,0.000006850613,0.9525524,0.00003225143,0.0002456229,0.00001320725,0.0001848745,0.01545466,0.0001454702,0.0003171396,0.01479409,0.01623636],"study_design_scores_gemma":[0.0002189881,0.00004926074,0.235991,0.00005968275,0.0003420376,0.00001371845,0.001200365,0.7494591,0.006819529,0.003143266,0.002393906,0.0003091875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942074,0.0001788013,0.00039559,0.003868072,0.0001791508,0.000169571,0.0004199324,0.0001813138,0.0004001547],"genre_scores_gemma":[0.9983645,0.00005362923,0.0006635571,0.0005474886,0.000008621642,6.349033e-7,0.000129261,0.000006050355,0.0002262426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340044,"threshold_uncertainty_score":0.6631656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387703899","doi":"10.4043/32741-ms","title":"Marine Vibrator Milestone: A Pilot Seismic Survey","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference Brasil","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Seismic vibrator; Marine engineering; Submarine pipeline; Computer science; Engineering; Geology; Seismology; Oceanography","authors":[{"name":"R. Alfaro","is_ca":false},{"name":"S. Secker","is_ca":false},{"name":"E. Zamboni","is_ca":false},{"name":"Antoine Guitton","is_ca":false},{"name":"A. Cozzens","is_ca":false},{"name":"N. Henderson","is_ca":true},{"name":"V. Nechayuk","is_ca":false},{"name":"Mike Jenkerson","is_ca":false},{"name":"Graham Johnson","is_ca":false},{"name":"J. Karran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05328298213067022,"gpt":0.2742572005566839,"spread":0.2209742184260137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006740085,0.0002606346,0.0003285671,0.0008798294,0.0002182595,0.0001123858,0.001066692,0.0002763851,0.004293256],"category_scores_gemma":[0.0003614257,0.0002325857,0.00003831383,0.002193633,0.0006392432,0.0001607524,0.0002150022,0.0005806611,0.00569524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316308,"about_ca_system_score_gemma":0.0003485923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299583,"about_ca_topic_score_gemma":0.02037022,"domain_scores_codex":[0.9976483,0.0001386922,0.0003004368,0.0005961551,0.0004300652,0.0008863448],"domain_scores_gemma":[0.9986218,0.0002979499,0.00006783372,0.0006278902,0.0001991218,0.0001854064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000539781,0.00002753299,0.945996,0.00001912661,0.0000312712,0.000125839,0.0000320562,0.0005787919,0.0008297744,0.0001276688,0.004384589,0.04779335],"study_design_scores_gemma":[0.000352854,0.0004071908,0.8783333,0.00001477559,0.000008945633,0.00004151255,0.0001040321,0.1104497,0.001505959,0.007231855,0.001234675,0.0003151925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986784,0.00004820806,0.003245098,0.002113599,0.0002822362,0.0003446669,0.000269948,0.001260319,0.005651936],"genre_scores_gemma":[0.9958442,0.0001375802,0.001192919,0.0001305132,0.00004174847,0.000009908144,0.0006588413,0.00001426191,0.001970009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098709,"threshold_uncertainty_score":0.9975055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}