{"meta":{"query_hash":"4b83f69f1c2d","filters":{"venue":"Hydrographic Surveying and Charting"},"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/4b83f69f1c2d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Hydrographic+Surveying+and+Charting"},"results":[{"id":"W2361609301","doi":"","title":"Superconducting Gravimeter Data Analysis and Signal Detection","year":2008,"lang":"en","type":"article","venue":"Hydrographic Surveying and Charting","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fast Fourier transform; SIGNAL (programming language); Gravimeter; Noise (video); Spectral density; Computer science; Spectral analysis; Algorithm; Electrical engineering; Geography; Electronic engineering; Physics; Telecommunications; Engineering; Artificial intelligence; Optics","score_opus":0.09338867046074303,"score_gpt":0.2374384336745702,"score_spread":0.14404976321382718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361609301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873847,0.0006544503,0.0003319331,0.000017248676,0.00006581109,0.00005374349,0.000028713277,0.000036575224,0.000073080075],"genre_scores_gemma":[0.99939907,0.00008408774,0.00025307588,0.00003212617,0.000064353066,4.9713645e-7,0.00015342093,0.0000033670285,0.000009982749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987408,0.00014760255,0.00020024598,0.0004216427,0.00022087382,0.0002688655],"domain_scores_gemma":[0.99942154,0.00012657659,0.00007470262,0.00023116387,0.000030783205,0.00011525677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012833507,0.00012562565,0.00019454391,0.00022344169,0.00064463,0.000079195204,0.00011254424,0.00004242602,0.00005223841],"category_scores_gemma":[0.000049278096,0.00011335119,0.00004926488,0.0007781198,0.00010101533,0.00031439288,0.000032061296,0.00013847619,0.000004482107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038499734,0.0000056404547,0.94416696,0.0000066385564,0.00011106552,0.000004655284,0.00019344069,0.000024960447,0.0011543265,3.4234372e-7,0.000001110934,0.054327004],"study_design_scores_gemma":[0.00013061745,0.000034892128,0.9758446,0.000007671483,0.00012026302,0.000023363726,0.00016098021,0.023046995,0.00034801854,0.0000963827,0.000032484102,0.0001537093],"about_ca_topic_score_codex":0.0070980927,"about_ca_topic_score_gemma":0.0044766865,"teacher_disagreement_score":0.054173294,"about_ca_system_score_codex":7.5307827e-7,"about_ca_system_score_gemma":0.0000067998863,"threshold_uncertainty_score":0.99951375},"labels":[],"label_agreement":null},{"id":"W2370550549","doi":"","title":"Comparison of Processing Technique for Multibeam Echosoundings Residual Refraction","year":2010,"lang":"en","type":"article","venue":"Hydrographic Surveying and Charting","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refraction; Residual; Computer science; Software; Geology; Remote sensing; Optics; Algorithm; Physics","score_opus":0.03186655334141907,"score_gpt":0.30254449443995685,"score_spread":0.27067794109853777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370550549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874502,0.00034458414,0.01155983,0.000013654769,0.00012231528,0.00016948274,0.0000025782076,0.00019567336,0.00014171265],"genre_scores_gemma":[0.9961554,0.000014343134,0.0036291075,0.0000029203366,0.00009847814,0.0000514947,0.000013582086,0.00002672013,0.000007946499],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991109,0.000023105602,0.00034151817,0.0001657646,0.00014426146,0.00021447141],"domain_scores_gemma":[0.99954575,0.00010164037,0.000118486605,0.00010777891,0.000078346726,0.00004799782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013332401,0.00012647972,0.00023755108,0.00022519381,0.00018176904,0.000046643418,0.000065043554,0.00010041423,0.0000037458935],"category_scores_gemma":[0.000134031,0.00012845994,0.000069202346,0.00033035778,0.00004597239,0.00013784996,0.000010168041,0.00024242004,3.0273554e-7],"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":[0.0000065405984,0.000021618363,0.18291032,0.00020762424,0.000027870334,1.1759477e-7,0.0003534121,0.00018663614,0.79899734,0.00000881009,0.000021639333,0.017258052],"study_design_scores_gemma":[0.0005833929,0.000084647865,0.01928011,0.00034519727,0.00013191746,0.0000049885925,0.0007521607,0.19129314,0.78588307,0.00020300926,0.0009331621,0.00050518627],"about_ca_topic_score_codex":0.000027069242,"about_ca_topic_score_gemma":0.0000753133,"teacher_disagreement_score":0.1911065,"about_ca_system_score_codex":0.000006302229,"about_ca_system_score_gemma":0.000005685852,"threshold_uncertainty_score":0.5238445},"labels":[],"label_agreement":null},{"id":"W2378515134","doi":"","title":"Analysis on the Water Masses in the Arctic Ocean Based on the PHC3.0 Data Sets","year":2011,"lang":"en","type":"article","venue":"Hydrographic Surveying and Charting","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Water mass; Oceanography; Arctic dipole anomaly; Circumpolar deep water; Salinity; Structural basin; Surface water; Canada Basin; Temperature salinity diagrams; Circumpolar star; The arctic; Geology; Environmental science; Climatology; North Atlantic Deep Water; Thermohaline circulation; Arctic ice pack; Geomorphology","score_opus":0.07144354239983672,"score_gpt":0.23256865634585505,"score_spread":0.16112511394601833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378515134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558866,0.000035071433,0.0000390037,0.0025252888,0.00006355826,0.00014368555,0.000031659307,0.000021888713,0.001551199],"genre_scores_gemma":[0.9974465,0.00003411531,0.000028815402,0.0022687458,0.000034925302,0.0000017311644,0.00016989702,0.0000047100916,0.000010564749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979401,0.00077337876,0.0002345819,0.00034153118,0.00031584201,0.00039456045],"domain_scores_gemma":[0.9972076,0.0019414457,0.00008458005,0.00070383295,0.00001698484,0.00004558005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053322185,0.00016535529,0.0001600627,0.00014559123,0.0006817049,0.00012060416,0.0006341209,0.00004151439,0.0004960237],"category_scores_gemma":[0.00020474194,0.000058704423,0.000081990416,0.00070849725,0.00019276839,0.00010116305,0.000034780987,0.000346438,0.000019819217],"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":[0.00002128067,0.000026482578,0.994051,0.0000075397643,0.00006368561,0.000009628202,0.0018434145,0.00040768637,7.600313e-7,0.00004944025,0.000020312658,0.0034987773],"study_design_scores_gemma":[0.00009533234,0.000067857705,0.7254395,0.000038053924,0.00010763063,0.000003789176,0.0030090085,0.27052814,0.0000067754136,0.00044913174,0.000121861405,0.00013292574],"about_ca_topic_score_codex":0.0031340457,"about_ca_topic_score_gemma":0.0022274605,"teacher_disagreement_score":0.27012044,"about_ca_system_score_codex":0.0000017910182,"about_ca_system_score_gemma":0.0000108424,"threshold_uncertainty_score":0.54311115},"labels":[],"label_agreement":null}]}