{"meta":{"query_hash":"2c68bfadbfcf","filters":{"venue":"OCEANS 2022 - Chennai"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/2c68bfadbfcf","api":"https://metacan.xera.ac/api/v1/cohort?venue=OCEANS+2022+-+Chennai"},"results":[{"id":"W4280534417","doi":"10.1109/oceanschennai45887.2022.9775359","title":"An experimental study of the cooperation between sonar and a fluorometer for detecting underwater oil from an underwater vehicle","year":2022,"lang":"en","type":"article","venue":"OCEANS 2022 - Chennai","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Sonar; Fluorometer; Underwater; Marine engineering; Environmental science; Synthetic aperture sonar; Remote sensing; Acoustics; Engineering; Computer science; Geology; Artificial intelligence; Oceanography","score_opus":0.018797655297628776,"score_gpt":0.2552675630545376,"score_spread":0.23646990775690885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280534417","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":[0.9929612,0.000040074206,0.0062156054,0.000031854863,0.000027219303,0.000091768394,0.000060632072,0.00005028762,0.00052134646],"genre_scores_gemma":[0.9871181,0.00010350048,0.010638602,0.0000316188,0.000011533629,0.00013472809,0.000083432926,0.000013994916,0.0018644005],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999228,0.00013491757,0.000048760096,0.00018198132,0.0002243604,0.00018199954],"domain_scores_gemma":[0.9986941,0.00045118673,0.00014177013,0.00014867743,0.00042306905,0.00014108738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009874142,0.00062856503,0.000532467,0.0004154615,0.0005797899,0.00037556226,0.0008321326,0.0008273066,0.0019591732],"category_scores_gemma":[0.0014846906,0.00036830935,0.00040353695,0.00024354288,0.00073483156,0.0007089941,0.000779245,0.0005114945,0.0003654811],"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":[0.0022946356,0.0022983558,0.00952944,0.00038475898,0.00006054768,0.0004862022,0.0005178627,0.005657751,0.9608635,0.00037324106,0.000158752,0.017374918],"study_design_scores_gemma":[0.0002648252,0.03439857,0.02369906,0.000038916634,0.00016195931,0.00041116372,0.0012001225,0.035407845,0.9022333,0.00023470672,0.0018514008,0.00009813543],"about_ca_topic_score_codex":0.001869906,"about_ca_topic_score_gemma":0.0025795505,"teacher_disagreement_score":0.0019591732,"about_ca_system_score_codex":0.00034471598,"about_ca_system_score_gemma":0.00076835847,"threshold_uncertainty_score":0.006554067},"labels":[],"label_agreement":null},{"id":"W4280584802","doi":"10.1109/oceanschennai45887.2022.9775424","title":"A Temporal Convolutional Network for Wave Height Estimation from X-band Radar Data","year":2022,"lang":"en","type":"article","venue":"OCEANS 2022 - Chennai","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buoy; Radar; Artificial intelligence; Mean squared error; Computer science; Correlation coefficient; Speech recognition; Pattern recognition (psychology); Algorithm; Mathematics; Statistics; Machine learning; Engineering; Telecommunications","score_opus":0.03526459933392416,"score_gpt":0.22459584392752407,"score_spread":0.1893312445935999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280584802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058453817,0.00071553723,0.9341605,0.00028929734,0.00011991585,0.000038469123,0.00048525064,0.0022364538,0.0035007836],"genre_scores_gemma":[0.75291854,0.0009147292,0.2318628,0.0002257901,0.00009425258,0.00012187202,0.0021402277,0.000111653826,0.011610118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987245,0.000012776802,0.000007268175,0.000042792133,0.000037019454,0.000027646573],"domain_scores_gemma":[0.9998375,0.000046049547,0.000020345497,0.000021211526,0.000064540865,0.000010373957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035644305,0.00050464296,0.0002913623,0.00037379152,0.00025483387,0.00040345598,0.0009311665,0.00049057207,0.001577576],"category_scores_gemma":[0.0007920612,0.0002587119,0.00039874815,0.0005380374,0.00019854849,0.0007423469,0.00041705588,0.00061045587,0.00044847076],"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":[0.00026777608,0.00012928864,0.0026449894,0.00007935202,0.00010274568,0.00015318612,0.00004635069,0.53595537,0.026326464,0.0073454347,0.0052539753,0.421695],"study_design_scores_gemma":[0.0000016894986,0.000009580091,0.00024747042,0.0000020176653,0.000006555747,0.000009919135,0.000001681776,0.99724567,0.0017418604,0.000367896,0.00036296636,0.000002644135],"about_ca_topic_score_codex":0.022505738,"about_ca_topic_score_gemma":0.0244116,"teacher_disagreement_score":0.022505738,"about_ca_system_score_codex":0.00076976593,"about_ca_system_score_gemma":0.0009069169,"threshold_uncertainty_score":0.04474944},"labels":[],"label_agreement":null}]}