{"meta":{"query_hash":"1e6e2ab09474","filters":{"venue":"Offshore Technology Conference Brasil"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/1e6e2ab09474","api":"https://metacan.xera.ac/api/v1/cohort?venue=Offshore+Technology+Conference+Brasil"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017766959243180398,"score_gpt":0.21735726906076044,"score_spread":0.19959030981758005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387694411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621105,0.00004010419,0.0007890825,0.000026425118,0.0000024694555,0.000012097227,0.000505921,0.000044916018,0.0023678595],"genre_scores_gemma":[0.9983425,0.000028831171,0.00038479507,0.0000028628706,5.746874e-7,0.000004232158,0.00022071616,0.0000061512856,0.0010091678],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999404,0.0000037327975,0.0000027848896,0.000013886773,0.000013721532,0.000025534646],"domain_scores_gemma":[0.9998431,0.00002641227,0.000025138386,0.000013102708,0.00006399232,0.000028146353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006394532,0.00034615988,0.00019485179,0.0006403252,0.00075633696,0.000936282,0.000580105,0.00043483524,0.0015671215],"category_scores_gemma":[0.00033158227,0.000247552,0.0003145762,0.0006710853,0.0004981013,0.00014942863,0.00029167216,0.00018362937,0.00020032209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016128039,0.000055482822,0.22028653,0.00006558444,0.000040179304,0.00087576156,0.00038828322,0.758919,0.0060861683,0.00089711254,0.00062289025,0.011601728],"study_design_scores_gemma":[0.000022911425,0.000052194446,0.14840223,0.000019392726,0.000021397831,0.000077267236,0.00061617675,0.84837276,0.000984296,0.00016573144,0.0012441956,0.000021451322],"about_ca_topic_score_codex":0.9082697,"about_ca_topic_score_gemma":0.89362764,"teacher_disagreement_score":0.0917303,"about_ca_system_score_codex":0.005021486,"about_ca_system_score_gemma":0.003922447,"threshold_uncertainty_score":0.18454099},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Seismic vibrator; Marine engineering; Submarine pipeline; Computer science; Engineering; Geology; Seismology; Oceanography","score_opus":0.053282982130670224,"score_gpt":0.2742572005566839,"score_spread":0.22097421842601367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387703899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98758906,0.00003582969,0.0075169434,0.00007534792,0.000018699535,0.00014758289,0.0006287925,0.00023125809,0.0037565364],"genre_scores_gemma":[0.9873439,0.000047421272,0.0074608405,0.000024638271,0.000009311933,0.000042463704,0.0011671608,0.000035476944,0.0038688043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997485,0.000027646021,0.000012408385,0.000043940057,0.00012357376,0.0000438552],"domain_scores_gemma":[0.99950385,0.000059216258,0.00003814152,0.000048018584,0.00024657795,0.00010422197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957142,0.00031099538,0.0002285411,0.0008918815,0.00034796214,0.0002814128,0.0002690422,0.0005751328,0.0017472742],"category_scores_gemma":[0.00075575267,0.00016963626,0.00017163552,0.00036920226,0.0001720353,0.00027773477,0.0005599294,0.00043946196,0.00057093054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016853623,0.0010865246,0.1982291,0.00031210727,0.0001112928,0.009383527,0.006330901,0.011426773,0.52713686,0.00054064114,0.005693281,0.23806365],"study_design_scores_gemma":[0.000091338836,0.0068904757,0.8799449,0.00006918077,0.000080843965,0.0032819575,0.004964148,0.025579786,0.057648066,0.00028959016,0.021080779,0.00007892845],"about_ca_topic_score_codex":0.0051604384,"about_ca_topic_score_gemma":0.011983914,"teacher_disagreement_score":0.0051604384,"about_ca_system_score_codex":0.0002425277,"about_ca_system_score_gemma":0.0002971032,"threshold_uncertainty_score":0.01026082},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.012830363840405817,"score_gpt":0.2221252699558052,"score_spread":0.2092949061153994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387703901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834585,0.00013542906,0.0027828482,0.00012697,0.000015417141,0.000026642498,0.00067999295,0.00008228292,0.012691856],"genre_scores_gemma":[0.9987111,0.000059157894,0.00024707042,0.000008343797,0.0000032743376,0.0000039943097,0.00027055896,0.0000089229925,0.0006875869],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994985,0.00010225257,0.000033362285,0.000070092894,0.00023782325,0.000057981342],"domain_scores_gemma":[0.9988991,0.00045982245,0.00024433836,0.00011855737,0.00022784178,0.00005040486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006170242,0.00026341784,0.0002476658,0.0006484205,0.00028482167,0.0011267246,0.00031613596,0.00025570445,0.0034882345],"category_scores_gemma":[0.0016601591,0.00009476033,0.00019997267,0.000660926,0.00040337117,0.0009558649,0.00076059706,0.00034847533,0.0005094796],"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":[0.0009554018,0.00018398305,0.49559718,0.00045369272,0.00028681496,0.0033341076,0.0012772004,0.34072298,0.02588301,0.00465518,0.0044710445,0.12217944],"study_design_scores_gemma":[0.00002733361,0.0014289339,0.79179835,0.00018302375,0.00013242898,0.0012463526,0.0054545496,0.16685311,0.013690516,0.004390677,0.014685598,0.000109094995],"about_ca_topic_score_codex":0.0031109478,"about_ca_topic_score_gemma":0.0036831726,"teacher_disagreement_score":0.0034882345,"about_ca_system_score_codex":0.0005064023,"about_ca_system_score_gemma":0.00021814095,"threshold_uncertainty_score":0.011669338},"labels":[],"label_agreement":null}]}