{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":98,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":98,"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":"43bb826193da","filters":{"venue":"The International Hydrographic Review"}},"results":[{"id":"W1547130790","doi":"","title":"Modelling Bathymetric Uncertainty","year":2011,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Bathymetry; Hydrography; Digital elevation model; Elevation (ballistics); Uncertainty quantification; Remote sensing; Propagation of uncertainty; Measurement uncertainty; Geology; Environmental science; Geography; Oceanography; Computer science; Engineering; Algorithm; Statistics; Mathematics","authors":[{"name":"Rob Hare","is_ca":true},{"name":"Barry W. Eakins","is_ca":false},{"name":"Christopher Amante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04462979315890705,"gpt":0.2526469209806889,"spread":0.2080171278217819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000481336,0.00009101682,0.00009990313,0.00004015523,0.0001041557,0.00001476159,0.0005839771,0.00002053836,0.001827028],"category_scores_gemma":[0.00002266305,0.00005744758,0.0001269793,0.0006009845,0.0001354143,0.00006672178,0.00009664831,0.0001139137,0.0008100477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003346287,"about_ca_system_score_gemma":0.000004220407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009579322,"about_ca_topic_score_gemma":0.00001829637,"domain_scores_codex":[0.9991061,0.00004049714,0.0002148663,0.0001900357,0.0003216441,0.0001268467],"domain_scores_gemma":[0.9994636,0.00004363905,0.00009136773,0.0003402627,0.00001485946,0.00004622362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003937155,0.0007148028,0.008843853,0.0002106267,0.0004077722,0.00002202701,0.001486141,0.05442098,0.0004735347,0.03313093,0.0687947,0.8314553],"study_design_scores_gemma":[0.0001362119,0.00003112696,0.001651941,0.0004496219,0.0001024899,0.00007633111,0.00002166506,0.1502326,0.00009956361,0.01753979,0.8293639,0.00029478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1045414,0.02350024,0.01854906,0.006940002,0.000580851,0.001133986,0.000008204763,0.000231168,0.8445151],"genre_scores_gemma":[0.9643373,0.03029722,0.002562772,0.002010919,0.00005126652,0.00001766655,0.000009691845,0.00001237724,0.0007007622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8597959,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2501468888","doi":"","title":"Analysis of Fortnightly and Monthly Tides","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Climatology; Environmental science; Latitude; Noise (video); Meteorology; Amplitude; Geography; Oceanography; Geology; Geodesy","authors":[{"name":"William R. Crawford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02433558243981485,"gpt":0.2465183662469657,"spread":0.2221827838071508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005832771,0.0000821998,0.0002332765,0.00006257723,0.0000365163,0.00002244284,0.0003490699,0.00001766434,0.0003105361],"category_scores_gemma":[0.00007050647,0.00004603228,0.0001369172,0.001125211,0.0001539309,0.0001242869,0.00001580315,0.00005382505,0.000006594391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.03298e-7,"about_ca_system_score_gemma":0.00002199191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005830031,"about_ca_topic_score_gemma":0.0005502382,"domain_scores_codex":[0.999154,0.00003566719,0.0002490538,0.0001296184,0.0003399133,0.00009172898],"domain_scores_gemma":[0.9994412,0.0001024782,0.000142513,0.0001435828,0.00009978258,0.00007043962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001123857,0.00001478531,0.9440776,0.0001097139,0.000883843,0.000002693715,0.00007001311,0.0004423242,4.938009e-7,0.0005545036,0.001155698,0.05267705],"study_design_scores_gemma":[0.0003482541,0.0002002557,0.7552953,0.0008791185,0.002816382,0.00002269341,0.0002028245,0.05035608,0.00001424188,0.01037887,0.1791263,0.0003596249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5993371,0.3729924,0.00006229651,0.002857548,0.0001926733,0.0002093655,0.00006551908,0.00003309427,0.02425002],"genre_scores_gemma":[0.946058,0.05284288,0.0001928206,0.0007575853,0.00002460636,0.000001397064,0.00006035393,0.000001399584,0.00006096928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3467209,"threshold_uncertainty_score":0.3400153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593077785","doi":"","title":"Something Old, Something New: Compiling Historic and Contemporary Data to Construct Regional Bathymetric Maps, with the Arctic Ocean as a Case Study","year":2000,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Bathymetry; Construct (python library); Bathymetric chart; The arctic; Arctic; Seafloor spreading; Geography; Base (topology); Cartography; Geology; Computer science; Oceanography; Mathematics","authors":[{"name":"R Macnab","is_ca":true},{"name":"Martin Jakobsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08662019568666401,"gpt":0.3393781181432227,"spread":0.2527579224565587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004253909,0.0002507406,0.0003898352,0.0004399697,0.001376086,0.0002139618,0.001717251,0.00005550883,0.0002097054],"category_scores_gemma":[0.0002862475,0.0001515375,0.0001882712,0.003671142,0.0006396987,0.0004279178,0.000176391,0.0005252096,0.0000172215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000825764,"about_ca_system_score_gemma":0.0002225319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02421446,"about_ca_topic_score_gemma":0.001436133,"domain_scores_codex":[0.9965017,0.0007901243,0.0004877038,0.0005952877,0.001302221,0.0003229901],"domain_scores_gemma":[0.9974869,0.001047861,0.0002314318,0.0007758492,0.0001707367,0.0002872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004445246,0.001433398,0.1110588,0.0006700656,0.003614262,0.003236031,0.1012016,0.00006574774,0.000008870751,0.04157246,0.1544435,0.5822508],"study_design_scores_gemma":[0.0005044341,0.0002175459,0.0004288623,0.0007756475,0.0002972373,0.0008610121,0.007058873,0.00002405121,1.40684e-7,0.001767608,0.987729,0.0003355509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381335,0.3075472,0.00006342452,0.03959829,0.0007032914,0.003079452,0.00003588103,0.0002102816,0.01062869],"genre_scores_gemma":[0.9679406,0.02434581,0.000279616,0.006295938,0.0002994856,0.00003454249,0.00002071171,0.00002050596,0.0007627798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8332856,"threshold_uncertainty_score":0.999924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366708392","doi":"10.58440/ihr-29-a20","title":"Thirty years of satellite derived bathymetry – The charting tool that hydrographers can no longer ignore","year":2023,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Automated Road and Building Extraction","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geolocation; Hydrography; Bathymetry; Remote sensing; Chart; Geography; Satellite; Hydrographic survey; Constellation; Computer science; Cartography; Meteorology; Engineering; World Wide Web; Mathematics; Statistics","authors":[{"name":"Jean Laporte","is_ca":false},{"name":"Henri Dolou","is_ca":false},{"name":"Joseph Avis","is_ca":false},{"name":"Oliver Arino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718083393608728,"gpt":0.2452430366920522,"spread":0.2280622027559649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063414,0.0001662688,0.0002413782,0.0001491847,0.00007999626,0.00004613488,0.0006123743,0.00005742162,0.0001238827],"category_scores_gemma":[0.00009139356,0.0001029116,0.0003159163,0.0009447041,0.0001067634,0.0001115443,0.000062118,0.0002567251,0.0001259619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002261233,"about_ca_system_score_gemma":0.000009682009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000024084,"about_ca_topic_score_gemma":0.00001391782,"domain_scores_codex":[0.9985852,0.00007292441,0.0004356269,0.0001713541,0.000509142,0.0002257246],"domain_scores_gemma":[0.9991289,0.000210974,0.0001838379,0.0003754311,0.00006937041,0.00003152147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000238085,0.0000907589,0.01848705,0.002306371,0.002126996,0.00005976248,0.001357819,0.004252736,0.02951346,0.00121761,0.02468101,0.9158826],"study_design_scores_gemma":[0.0008586654,0.0001123001,0.2129156,0.01106548,0.0007058379,0.0001893102,0.0005045293,0.07933895,0.008523629,0.001640548,0.6827089,0.001436205],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961997,0.03122528,0.00002687856,0.001429209,0.001223263,0.0005169243,0.00001908908,0.0005798313,0.002982558],"genre_scores_gemma":[0.8801182,0.119159,0.00004984316,0.0003450594,0.0001168543,0.00004990516,0.00004378428,0.00003177308,0.00008564715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9144464,"threshold_uncertainty_score":0.4196612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2275238316","doi":"","title":"Future Advancements in Airborne Hydrography","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Hydrography; Environmental science; Remote sensing; Geography; Meteorology; Climatology; Geology; Cartography","authors":[{"name":"Gary C. Guenther","is_ca":false},{"name":"W. Jeff Lillycrop","is_ca":false},{"name":"J. Banic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02855897944035259,"gpt":0.2479102782402677,"spread":0.2193512987999151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004338934,0.0001213242,0.0001753554,0.0001220497,0.00008476368,0.00002801906,0.0005641269,0.00003049345,0.01446438],"category_scores_gemma":[0.00003446488,0.00007075231,0.0001429019,0.0007387366,0.00007957766,0.0001534544,0.00001446802,0.0001749322,0.0003685706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003135209,"about_ca_system_score_gemma":0.000002671912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006767285,"about_ca_topic_score_gemma":0.0002428901,"domain_scores_codex":[0.9987921,0.00009992961,0.0003357054,0.0002064385,0.000365548,0.0002002482],"domain_scores_gemma":[0.9994758,0.0001173118,0.00009322019,0.0002241271,0.00002826641,0.00006128852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001716485,0.0001507929,0.3638748,0.0001203861,0.0001094148,0.00002508499,0.00008557091,0.002505406,0.000003621897,0.003357254,0.004871676,0.6248789],"study_design_scores_gemma":[0.0003656008,0.00009022288,0.2445221,0.0003471166,0.00003124746,0.00001387217,0.00001628339,0.01834413,8.380196e-7,0.009952386,0.7260935,0.0002226386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.304791,0.5090405,0.00003695481,0.037888,0.001590295,0.001226227,0.0000637756,0.0001158361,0.1452474],"genre_scores_gemma":[0.8738686,0.1210625,0.0001182477,0.004566516,0.00016291,0.000009774342,0.00005752061,0.000002294118,0.0001515342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7212219,"threshold_uncertainty_score":0.9864365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342481911","doi":"","title":"Rho-Rho Loran-C Combined with Satellite Navigation for Offshore Surveys","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Radio Wave Propagation Studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Satellite; Geodesy; Submarine pipeline; Radio navigation; Remote sensing; Satellite navigation; Range (aeronautics); Navigation system; Geology; Meteorology; Global Positioning System; Geography; Computer science; Telecommunications; Engineering; Aerospace engineering; Real-time computing; Oceanography","authors":[{"name":"S. T. Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03832488496805234,"gpt":0.2732505262956074,"spread":0.2349256413275551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001646857,0.0001922171,0.0002948251,0.00007674433,0.00006064958,0.00005063655,0.0003863339,0.00003206568,0.00001512764],"category_scores_gemma":[0.0000757731,0.0001236922,0.0001195106,0.0003923968,0.00009794169,0.000161049,0.00002740822,0.0001256271,0.00004751668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142603,"about_ca_system_score_gemma":0.00001921678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008731655,"about_ca_topic_score_gemma":0.00002755342,"domain_scores_codex":[0.9987323,0.0001036074,0.0003756006,0.0001745886,0.0004432783,0.000170667],"domain_scores_gemma":[0.9990576,0.0001532231,0.0001028612,0.0002727056,0.0003466351,0.00006699737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006051974,0.0005321791,0.04526482,0.0122905,0.008830227,0.00005447068,0.00315225,0.02043884,0.0009062458,0.03252211,0.1141847,0.7612184],"study_design_scores_gemma":[0.004159299,0.0007906787,0.01028789,0.009113718,0.0006787896,0.0002036126,0.0002250633,0.03804784,0.001973145,0.01482196,0.9181744,0.001523552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2130432,0.6684292,0.03851789,0.02516711,0.004368491,0.009524389,0.0002400013,0.001919091,0.03879067],"genre_scores_gemma":[0.9575367,0.04024054,0.0007466084,0.000392419,0.0001657236,0.0004157377,0.0002546297,0.00004995821,0.0001977045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8039898,"threshold_uncertainty_score":0.5044022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1591567090","doi":"","title":"Use of a Multi-Reference GPS Station Network for Precise 3D Positioning in Constricted Waterways","year":2000,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"GNSS positioning and interference","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Global Positioning System; Reliability (semiconductor); Real Time Kinematic; Channel (broadcasting); Computer science; Environmental science; Marine engineering; Transport engineering; Engineering; GNSS applications; Telecommunications","authors":[{"name":"Luiz Paulo Souto Fortes","is_ca":true},{"name":"Gérard Lachapelle","is_ca":true},{"name":"M. Elizabeth Cannon","is_ca":true},{"name":"Sam Ryan","is_ca":false},{"name":"Guy Marceau","is_ca":false},{"name":"Sun Wee","is_ca":false},{"name":"John Raquet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04664235829879921,"gpt":0.2700521747690456,"spread":0.2234098164702464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387495,0.0001186754,0.0001908845,0.0000797197,0.00004198836,0.00003916392,0.0002428085,0.0000377128,0.0001729358],"category_scores_gemma":[0.00003659036,0.0000919109,0.00008215458,0.000287185,0.00005127301,0.0001891145,0.00001181877,0.0001287438,0.00001401145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002907733,"about_ca_system_score_gemma":0.000009974644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033341,"about_ca_topic_score_gemma":0.00005120054,"domain_scores_codex":[0.9990706,0.00004798438,0.0004420975,0.0001286201,0.0001531051,0.0001575535],"domain_scores_gemma":[0.9994613,0.0001779063,0.00007034168,0.0001537083,0.000111168,0.00002557613],"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":[0.0002076252,0.0004403764,0.005670275,0.002370707,0.0006599647,0.000006202954,0.0009430416,0.5298771,0.003163433,0.008583471,0.01230272,0.4357751],"study_design_scores_gemma":[0.001243753,0.0001996037,0.009915579,0.02237167,0.0001939787,0.000055872,0.00001676734,0.9024686,0.001326454,0.001708459,0.05988818,0.0006111171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024966,0.05141452,0.03010943,0.001017614,0.0009193232,0.003463328,0.0004818457,0.0004892171,0.009608172],"genre_scores_gemma":[0.9607707,0.03393669,0.00455687,0.0001579781,0.00003495815,0.0001957764,0.0002223615,0.0000158082,0.0001088976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435164,"threshold_uncertainty_score":0.3748018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460351912","doi":"","title":"Side Scan Sonar for Hydrography - An Evaluation by the Canadian Hydrographic Service","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrographic survey; Sonar; Side-scan sonar; Depth sounding; Hydrography; Remote sensing; Computer science; Engineering; Geography; Cartography; Artificial intelligence","authors":[{"name":"Rod Bryant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018045884398271,"gpt":0.3313924483360103,"spread":0.2295878598961832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006271063,0.0002589498,0.0002469347,0.0003194468,0.0006102454,0.0003838934,0.002068799,0.00008480804,0.0005594353],"category_scores_gemma":[0.0001435754,0.0001513059,0.0002257718,0.001416205,0.0002947482,0.0003844262,0.00003281273,0.0003264984,0.0001261169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005325875,"about_ca_system_score_gemma":0.0005604038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2285513,"about_ca_topic_score_gemma":0.7361567,"domain_scores_codex":[0.9961401,0.0005008396,0.0004596073,0.0004441454,0.00185832,0.0005969781],"domain_scores_gemma":[0.9975404,0.0002947951,0.0001725536,0.0006179406,0.0008372975,0.0005370239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001744794,0.000248724,0.08271886,0.0006583474,0.001346447,0.00001877854,0.00106364,0.02452516,0.00008918026,0.000814911,0.1150293,0.7733122],"study_design_scores_gemma":[0.000674354,0.0002726584,0.003752758,0.0003647603,0.0003146857,0.0001033083,0.000128452,0.4548443,0.00002745696,0.01925726,0.5198367,0.0004232979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2932,0.3484543,0.001582215,0.2611426,0.003296474,0.01948778,0.002651927,0.0004673263,0.06971743],"genre_scores_gemma":[0.9822117,0.006493492,0.0003754715,0.008547617,0.0002553919,0.0001777211,0.001830126,0.00001782601,0.00009064477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7728889,"threshold_uncertainty_score":0.7765859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340890320","doi":"","title":"Tidal Transports and Streams in the St. Lawrence River and Estuary","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"STREAMS; Estuary; Hydrology (agriculture); Current (fluid); Tide gauge; Tidal current; Harmonic; Gauge (firearms); Oceanography; Environmental science; Geology; Geography; Physics; Geotechnical engineering; Sea level; Acoustics","authors":[{"name":"W. D. Forrester","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01815417701183891,"gpt":0.2450895615437791,"spread":0.2269353845319402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000710012,0.00006588434,0.0000844629,0.00001525511,0.00005562319,0.00001026548,0.0002422355,0.00001334945,0.0001145572],"category_scores_gemma":[0.00001955269,0.0000349718,0.00002029982,0.0001181974,0.0003878652,0.00009924204,0.0001034393,0.00007756311,0.00001496139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000875824,"about_ca_system_score_gemma":0.000001695937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039693,"about_ca_topic_score_gemma":0.001739508,"domain_scores_codex":[0.9994341,0.00005373932,0.0001142195,0.0001299021,0.0001876808,0.00008033677],"domain_scores_gemma":[0.9997818,0.00005675959,0.00003806756,0.0001000767,0.000003807057,0.00001947819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008896899,0.00007472967,0.9316499,0.00005867792,0.000045979,0.00003011931,0.0009765923,0.00001523703,9.980494e-7,0.003007949,0.04141908,0.02271185],"study_design_scores_gemma":[0.0001926146,0.00004248449,0.8696133,0.0001619504,0.00004336274,0.00002706385,0.0001083647,0.00008452209,4.626854e-7,0.01043838,0.1192078,0.00007960915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365568,0.01276886,0.000008005054,0.02722296,0.0001007765,0.0004627757,0.000003930988,0.00001289437,0.02286297],"genre_scores_gemma":[0.9421071,0.05278581,0.00003680702,0.00489579,0.00001029392,0.00004481978,0.000004408585,0.000002159774,0.0001128585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07778876,"threshold_uncertainty_score":0.1429106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786373385","doi":"","title":"Error Budget Analysis for surface and underwater survey system","year":2016,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Interdisciplinary Centre for the Development of Ocean Mapping","funders":"","keywords":"Subsea; Hydrographic survey; Bathymetry; Hydrography; Depth sounding; Underwater; Marine engineering; Geological survey; Computer science; Environmental science; Engineering; Operations research; Geography; Geology; Oceanography; Cartography","authors":[{"name":"Geraud Naankeu-Wati","is_ca":false},{"name":"Jean-Baptiste Geldof","is_ca":false},{"name":"Nicolas Seube","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04526968152112918,"gpt":0.332777021643777,"spread":0.2875073401226478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008863711,0.0001043776,0.0001880963,0.00007388198,0.0001046245,0.00005794419,0.0008861219,0.0000223454,0.000006482131],"category_scores_gemma":[0.00002653675,0.00005387353,0.0001396971,0.0005831064,0.0000588884,0.0001663523,0.0001442195,0.00003882353,0.000008798258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002847423,"about_ca_system_score_gemma":0.00001471441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002700855,"about_ca_topic_score_gemma":0.00002659018,"domain_scores_codex":[0.9990105,0.00007813505,0.0002743924,0.0002911379,0.000225292,0.0001205587],"domain_scores_gemma":[0.9987083,0.0005308259,0.0001476072,0.0003800519,0.0001912152,0.00004200916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001096728,0.00006574832,0.005350683,0.00028318,0.0010515,0.000001645691,0.00002883574,0.0004932288,0.0002843239,0.9395763,0.004451384,0.04840218],"study_design_scores_gemma":[0.001109205,0.0001982877,0.03885579,0.002971538,0.0008107943,0.0001394559,0.00001289951,0.1745185,0.0006996249,0.1790893,0.6003361,0.001258574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002058666,0.003529477,0.9755061,0.01798967,0.00006118026,0.0004680221,0.00005076417,0.0001254635,0.0002106362],"genre_scores_gemma":[0.9596561,0.007352894,0.03127175,0.001164496,0.00003112961,0.000210045,0.00003779583,0.000009114429,0.0002666575],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9575974,"threshold_uncertainty_score":0.2196899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2482866367","doi":"","title":"Measurement of Water Depth by the Analytical Plotter","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Plotter; Photogrammetry; Refraction; Computer graphics (images); Projection (relational algebra); Remote sensing; Optics; Geology; Computer science; Physics","authors":[{"name":"S. E. Masry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04307923943247979,"gpt":0.278374285944572,"spread":0.2352950465120922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132571,0.00007775408,0.0001063588,0.00001237578,0.00005050989,0.00001636264,0.0005429382,0.00001597632,0.0002296013],"category_scores_gemma":[0.00004134425,0.00003201702,0.0001060821,0.0001535191,0.0002417063,0.00003888652,0.0001094636,0.00009161427,0.0003370892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004745034,"about_ca_system_score_gemma":0.000005880695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002212385,"about_ca_topic_score_gemma":0.00003930505,"domain_scores_codex":[0.9986289,0.00008036324,0.0002402191,0.0001319456,0.000807051,0.0001115825],"domain_scores_gemma":[0.9994863,0.0000210445,0.00006384942,0.0003379133,0.00004175679,0.0000491564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002706183,0.0003797774,0.01143948,0.00009254694,0.0003924991,0.000002452696,0.000535259,0.0003247503,0.007329627,0.001503764,0.8356836,0.1422892],"study_design_scores_gemma":[0.0001269173,0.00002396959,0.00182553,0.0002048242,0.00008808169,0.00002720314,0.000016847,0.001529574,0.001476563,0.001245084,0.9933416,0.000093827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3920293,0.04006525,0.002399665,0.2624361,0.0007030849,0.002359309,0.00001535534,0.00013216,0.2998598],"genre_scores_gemma":[0.9955601,0.001639989,0.00005338058,0.002368348,0.00003202805,0.00001030868,0.000006385299,0.000006811304,0.000322704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6035307,"threshold_uncertainty_score":0.4332712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284811322","doi":"","title":"Accurate Chart Latticing for Loran-C","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Radio Wave Propagation Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Chart; Hydrography; Shore; Submarine pipeline; Computer science; Calibration; Geodesy; Tide gauge; Remote sensing; Meteorology; Engineering; Geology; Cartography; Geography; Statistics; Sea level; Mathematics","authors":[{"name":"R. M. Eaton","is_ca":true},{"name":"A. R. Mortimer","is_ca":true},{"name":"David Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07712623157313044,"gpt":0.3071703339739425,"spread":0.2300441024008121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193421,0.0001171495,0.0001840741,0.00005873995,0.00004621479,0.00003399122,0.0003425118,0.00001809132,0.00002565812],"category_scores_gemma":[0.0001465878,0.00007945655,0.0001208088,0.0002023446,0.00004289887,0.0001198818,0.00003019711,0.00008392359,0.0000926994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003657581,"about_ca_system_score_gemma":0.00000979012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002890567,"about_ca_topic_score_gemma":0.000003869054,"domain_scores_codex":[0.9992067,0.00002143072,0.0002782475,0.0001079388,0.0002501551,0.0001354806],"domain_scores_gemma":[0.9994451,0.000107208,0.00005511512,0.0001834728,0.0001625045,0.00004655105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006631628,0.0001220353,0.002068221,0.005396267,0.00331938,0.00001618939,0.001429783,0.02356791,0.001008733,0.03215808,0.7357506,0.1950965],"study_design_scores_gemma":[0.0004399605,0.00003033977,0.0001843232,0.001306585,0.0001115287,0.00003428437,0.00003910931,0.04001984,0.0003163529,0.004818498,0.9524502,0.0002490378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03145325,0.7937106,0.0426116,0.04987447,0.00713231,0.004570724,0.00009072098,0.001489513,0.06906677],"genre_scores_gemma":[0.9157054,0.07997048,0.00080081,0.002113566,0.000476229,0.0004746667,0.00003332819,0.00004715369,0.0003784086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8842521,"threshold_uncertainty_score":0.3240144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586442481","doi":"","title":"Computer-Assisted Sounding Selection Techniques","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Music and Audio Processing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Depth sounding; Selection (genetic algorithm); Computer science; Remote sensing; Geology; Geography; Artificial intelligence; Cartography","authors":[{"name":"George MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05399174565353571,"gpt":0.3100116802268447,"spread":0.256019934573309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091634,0.0001123535,0.0001509321,0.0001012827,0.0001154319,0.0002191141,0.001256388,0.00002661355,0.00001403823],"category_scores_gemma":[0.00004281454,0.00007388311,0.0001044296,0.0006740974,0.00004974175,0.0003918869,0.0002083442,0.0001393593,0.00003217092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004966887,"about_ca_system_score_gemma":0.00005890423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001756019,"about_ca_topic_score_gemma":0.000003164417,"domain_scores_codex":[0.9988194,0.00007842538,0.0002686789,0.0002301468,0.0004607767,0.0001425629],"domain_scores_gemma":[0.9992591,0.00004416865,0.0001822281,0.000253299,0.0001985542,0.00006269872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002499565,0.00006580955,0.0007519591,0.000159694,0.00007203517,0.000006401594,0.0001438876,0.00001141876,0.0001736447,0.0330372,0.04673978,0.9188356],"study_design_scores_gemma":[0.0001972889,0.00009856719,0.0003861464,0.003097185,0.00003750568,0.0005482999,0.000006309434,0.0406194,0.0007917898,0.0180741,0.9358193,0.00032416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003008418,0.02569163,0.9149736,0.03780901,0.001349712,0.0004699304,7.883877e-7,0.0007485232,0.01594841],"genre_scores_gemma":[0.6827716,0.02612622,0.2258957,0.06178869,0.002127842,0.0002756408,0.00002621424,0.0000487285,0.0009393998],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9185115,"threshold_uncertainty_score":0.3012866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1537054221","doi":"","title":"Assigning S-57 SCAMIN Attributes for Archipelagic Seas: Eastern Adriatic Coast Experience","year":2005,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archipelagic state; Hydrography; Geography; Harbour; Oceanography; Fishery; Cartography; Computer science; Geology; Biology","authors":[{"name":"Tea Duplančić Leder","is_ca":false},{"name":"Miljenko Lapaine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02487914391468265,"gpt":0.279190769108683,"spread":0.2543116251940003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051768,0.0001713124,0.0002251175,0.0000725932,0.0000905979,0.00006017476,0.0005668082,0.00003582395,0.0003153576],"category_scores_gemma":[0.00009834925,0.0001291912,0.0002069839,0.0002405105,0.00006095664,0.0001709665,0.00004978521,0.0001591095,0.00008198075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004075841,"about_ca_system_score_gemma":0.00001226344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007052537,"about_ca_topic_score_gemma":0.00002464693,"domain_scores_codex":[0.998773,0.00004674732,0.0004399304,0.0001770783,0.0003471751,0.0002160501],"domain_scores_gemma":[0.999285,0.0002223312,0.00008368408,0.0002473503,0.0000884097,0.00007325243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005080765,0.0002384238,0.008664368,0.003875231,0.000801325,0.00001253186,0.001746761,0.009604471,0.001462306,0.01968002,0.02622802,0.9276357],"study_design_scores_gemma":[0.0007874934,0.00004048631,0.001556189,0.004502499,0.000111649,0.00009239696,0.00008396876,0.2909425,0.0004817009,0.001482998,0.6994092,0.0005088086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3560342,0.3841123,0.119104,0.05626265,0.004211394,0.009049261,0.0005066661,0.00262285,0.06809669],"genre_scores_gemma":[0.981909,0.01427952,0.001204679,0.001514759,0.0002776787,0.0003597504,0.00009962943,0.00002953919,0.0003254122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9271269,"threshold_uncertainty_score":0.5268266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1604933984","doi":"","title":"The Geodetic Properties of the Equidistance Line","year":2003,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Line (geometry); Geodesic; Geodetic datum; Point (geometry); Boundary (topology); Geodesy; Mathematics; Geometry; Boundary line; Geography; Mathematical analysis; Geology","authors":[{"name":"David Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03010962046435531,"gpt":0.2797183362542583,"spread":0.249608715789903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153955,0.00009536294,0.0001417769,0.00003207177,0.0008506537,0.00004330889,0.00128351,0.00003130256,0.0000743691],"category_scores_gemma":[0.000536231,0.00003948184,0.0004545524,0.001150725,0.001253398,0.00006145302,0.00004304086,0.0001662595,0.000008619795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131281,"about_ca_system_score_gemma":0.00007355557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002246373,"about_ca_topic_score_gemma":0.0005243279,"domain_scores_codex":[0.9980105,0.0005261909,0.0003382394,0.0001322279,0.0007907539,0.000202056],"domain_scores_gemma":[0.9989961,0.0001657934,0.0002061126,0.0003845494,0.000206559,0.00004092323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001608892,0.0001249162,0.002835123,0.0001932109,0.0002142131,7.910883e-7,0.001487939,0.000007268165,0.0002184751,0.9694434,0.006816666,0.01864192],"study_design_scores_gemma":[0.00004552522,0.00001164336,0.0001378744,0.0006160807,0.00004479126,0.000001474459,0.0001506166,0.000003102986,0.0001142144,0.008262627,0.9905493,0.0000627238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02515223,0.8069884,0.0000464929,0.03831385,0.002201159,0.00117471,0.000006948335,0.0000551364,0.126061],"genre_scores_gemma":[0.8255551,0.1722562,0.000008411485,0.0009513792,0.00007015352,0.00005075076,3.699866e-7,0.00000509047,0.001102511],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9837326,"threshold_uncertainty_score":0.6542626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1714779918","doi":"","title":"The Use of the International Hydrographic Organisation's 'Standards for Hydrographic Surveys' As a Measure of Depth Accuracy in Continental Shelf Determinations","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Bathymetry; Continental shelf; Geography; Oceanography; Geology; Cartography","authors":[{"name":"David Monahan","is_ca":true},{"name":"Dave Wells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03754076453746982,"gpt":0.2770178776404244,"spread":0.2394771131029546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002755826,0.000291931,0.00040349,0.0002905839,0.0002078341,0.0001135345,0.001547211,0.0001034511,0.0002970115],"category_scores_gemma":[0.001474098,0.0001822039,0.0006345631,0.001232864,0.0003913809,0.000343094,0.0001289046,0.0003647018,0.000005772541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000959287,"about_ca_system_score_gemma":0.000054067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226824,"about_ca_topic_score_gemma":0.000951333,"domain_scores_codex":[0.9966154,0.0003399359,0.001195207,0.0002678057,0.001298966,0.0002827603],"domain_scores_gemma":[0.9967754,0.001432053,0.000463492,0.0006167995,0.0006485509,0.00006364752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002616284,0.001828831,0.1498932,0.003510255,0.005195015,0.00002385468,0.002686044,0.008031731,0.005347379,0.05082561,0.05214106,0.7202554],"study_design_scores_gemma":[0.003257115,0.0001596398,0.03790909,0.0055949,0.0004630778,0.0002170425,0.000145921,0.1351095,0.0020621,0.004138323,0.81001,0.0009333361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8237364,0.08635747,0.003034287,0.04885406,0.006309864,0.01173876,0.002147451,0.0005917308,0.01722997],"genre_scores_gemma":[0.9573471,0.04159022,0.0001068207,0.0004402818,0.0000701658,0.0002014202,0.00008340088,0.00004170429,0.0001188645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7578689,"threshold_uncertainty_score":0.7430059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335938893","doi":"","title":"Bernoulli Effects on Pressure-Activated Water Level Gauges","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Bernoulli's principle; Water level; Instrumentation (computer programming); Hydrostatic equilibrium; Gauge (firearms); Hydrostatic pressure; Pressure measurement; Environmental science; Mechanics; Engineering; Marine engineering; Physics; Mechanical engineering; Materials science; Computer science; Geography; Aerospace engineering","authors":[{"name":"Langley R. Muir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0529999037216361,"gpt":0.3016123145042771,"spread":0.248612410782641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073445,0.000178858,0.0002185345,0.00009689632,0.00003221486,0.00004204004,0.0004515911,0.00004826783,0.00006971574],"category_scores_gemma":[0.0001308608,0.0001017049,0.0001262553,0.0001783424,0.00002358562,0.00009724624,0.0000378548,0.0002173053,0.0001207641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002629185,"about_ca_system_score_gemma":0.00000572892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001116272,"about_ca_topic_score_gemma":8.202678e-7,"domain_scores_codex":[0.9988977,0.00009527079,0.0002465694,0.0001432779,0.0004308256,0.0001863721],"domain_scores_gemma":[0.9992969,0.0001746378,0.00002641549,0.0003301825,0.00008317062,0.00008866237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003020543,0.0000517013,0.0002228835,0.001596629,0.0008563676,0.00001498951,0.000196431,0.9386109,0.005903699,0.001603196,0.02331512,0.02759789],"study_design_scores_gemma":[0.0005726993,0.00006246615,0.0003222754,0.001828345,0.00009742674,0.00001965122,0.000003263149,0.07426359,0.03445106,0.001387849,0.8866641,0.0003272894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6413551,0.2429973,0.02532697,0.0162676,0.009564451,0.00326687,0.00006927524,0.002919928,0.05823253],"genre_scores_gemma":[0.983287,0.01343695,0.001112047,0.0006213327,0.0003055044,0.0001281495,0.00005207104,0.00005546126,0.001001526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8643473,"threshold_uncertainty_score":0.4147405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2374679699","doi":"","title":"The Use of Robots in Hydrography","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Robot; Cover (algebra); Hazardous waste; Engineering; Hydrography; Conjunction (astronomy); Systems engineering; Field (mathematics); Submarine pipeline; Computer science; Aeronautics; Transport engineering; Geography; Artificial intelligence; Mechanical engineering; Cartography","authors":[{"name":"Adam J. Kerr","is_ca":true},{"name":"D. F. Dinn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1229842629810111,"gpt":0.2702068776665379,"spread":0.1472226146855269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007288405,0.00008878497,0.0001501968,0.000074671,0.00003045931,0.0000476821,0.0007953192,0.00002198214,0.000005568817],"category_scores_gemma":[0.00001463041,0.00004881579,0.0001226442,0.0004518875,0.00008375145,0.000113408,0.00006770574,0.000127893,0.00001329211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001922875,"about_ca_system_score_gemma":0.000008939763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009649101,"about_ca_topic_score_gemma":0.0001227213,"domain_scores_codex":[0.9990007,0.0000979851,0.0004265604,0.00007004047,0.0002933562,0.0001113527],"domain_scores_gemma":[0.9992098,0.0001520062,0.00007864665,0.0004411467,0.00008307469,0.00003534819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009617083,0.0005095508,0.06642601,0.002147169,0.002341966,0.0000196987,0.002408431,0.08287176,0.002275364,0.0375849,0.07117174,0.7321472],"study_design_scores_gemma":[0.000152161,0.0000128591,0.0006683403,0.0009471702,0.00001551474,0.00001450128,0.00002717997,0.009872814,0.00011944,0.001263991,0.9868163,0.00008972624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.213713,0.7497779,0.00196879,0.01941619,0.001113094,0.002042127,0.00001785348,0.0003632478,0.01158784],"genre_scores_gemma":[0.8830009,0.1163961,0.0001834922,0.0002449232,0.00002587769,0.00007619847,0.00000615551,0.00001245506,0.00005391736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9156446,"threshold_uncertainty_score":0.199065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338267633","doi":"","title":"Adventures in Interactive Compilation","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Nautical chart; Chart; Computer science; Graphics; Computer graphics (images); Hydrography; Engineering drawing; Computer graphics; Cartography; Engineering; Geography; Mathematics; Statistics","authors":[{"name":"René LePage","is_ca":true},{"name":"Paul N. Holroyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01901166172480524,"gpt":0.249537546755497,"spread":0.2305258850306918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002450196,0.00008412553,0.00011182,0.0001162233,0.000007943689,0.00001463759,0.0003095611,0.00002592843,0.00001567962],"category_scores_gemma":[0.00007488838,0.00005868305,0.00005101769,0.0002591744,0.00002583004,0.00008805622,0.00003180317,0.0001775654,0.00003056635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004679798,"about_ca_system_score_gemma":0.000004440886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008100912,"about_ca_topic_score_gemma":0.00001355469,"domain_scores_codex":[0.9994972,0.00001308017,0.000172297,0.00007136288,0.0001600425,0.00008604122],"domain_scores_gemma":[0.9997402,0.00004342336,0.00002256513,0.0001426973,0.00003104371,0.00002009596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005412262,0.0002851036,0.02488275,0.001903611,0.00099638,0.00009844871,0.001377225,0.2422005,0.0006083365,0.04829734,0.1363007,0.5429955],"study_design_scores_gemma":[0.0007215457,0.00007394721,0.01148919,0.005885916,0.0000584426,0.0001006069,0.0001912646,0.1262879,0.0007927868,0.01565262,0.8381628,0.000583026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3333854,0.5474142,0.003790018,0.01580253,0.006156594,0.001558166,0.00003577388,0.003213598,0.08864369],"genre_scores_gemma":[0.9795865,0.02002455,0.0001370972,0.0001166161,0.00004339714,0.00004397122,0.00001593362,0.00001022035,0.00002168887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.701862,"threshold_uncertainty_score":0.2393026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398785584","doi":"10.58440/ihr-30-1-a07","title":"From volunteer ping to community map - The CHS’ Community Hydrography Program","year":2024,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ping (video games); Volunteer; Hydrography; Geography; Computer science; Cartography; Computer security; Biology; Ecology","authors":[{"name":"Mathieu Rondeau","is_ca":false},{"name":"Michel Breton","is_ca":false},{"name":"Gabriel Montpetit-Allard","is_ca":false},{"name":"Michel Léger","is_ca":false},{"name":"Yan Bilodeau","is_ca":false},{"name":"Johnny Kasudluak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02697640091188178,"gpt":0.3022751258307323,"spread":0.2752987249188505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002812501,0.0002401714,0.0002382437,0.00007590331,0.001095501,0.0001531085,0.002267816,0.00004414325,0.0009946115],"category_scores_gemma":[0.0000698597,0.000130412,0.0003012162,0.0007742008,0.000680696,0.0002373228,0.001486821,0.001070898,0.001305716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000056209,"about_ca_system_score_gemma":0.000004038036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235504,"about_ca_topic_score_gemma":0.001073543,"domain_scores_codex":[0.9976766,0.0009242725,0.0003669244,0.0002411283,0.0004887596,0.0003023183],"domain_scores_gemma":[0.9984419,0.0005148859,0.00007411755,0.0008876059,0.00001577736,0.00006570345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006885448,0.001406786,0.03382054,0.00115973,0.003748435,0.00005082507,0.01510161,0.0006180587,0.0002575848,0.004404489,0.5938059,0.3455572],"study_design_scores_gemma":[0.00007546106,0.0000909947,0.008050901,0.00115097,0.0001914358,0.000006919197,0.00021481,0.0007155077,0.00001383145,0.01274229,0.9765514,0.000195484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825365,0.05027017,0.0003647099,0.2128015,0.002403926,0.003982284,0.00006595659,0.0008827204,0.04669217],"genre_scores_gemma":[0.9753597,0.009415265,0.0001656997,0.01367949,0.0001393399,0.0006226216,0.0000682535,0.00002254096,0.0005271088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827455,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279711986","doi":"","title":"Back to Cook — The Role of the Hydrographer in Delineating Topography and Culture","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Presentation (obstetrics); Chart; Nautical chart; Commission; Operations research; Bathymetric chart; Hydrography; Service (business); Geography; Library science; Engineering; Computer science; History; Cartography; Political science; Law; Bathymetry; Business; Mathematics; Statistics","authors":[{"name":"C. G. Champ","is_ca":true},{"name":"Peter Warren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01911015876814045,"gpt":0.2933747220851871,"spread":0.2742645633170466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002028654,0.0001427083,0.000220678,0.0001385833,0.0002903749,0.00005009689,0.001164465,0.00006122678,0.00007612813],"category_scores_gemma":[0.0002107564,0.00006915611,0.0003873431,0.003162716,0.0007037789,0.00009756587,0.0001286196,0.0002511431,0.000009824919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936924,"about_ca_system_score_gemma":0.00004450417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745945,"about_ca_topic_score_gemma":0.002119012,"domain_scores_codex":[0.9979196,0.000447113,0.0004069163,0.0002145576,0.0007745121,0.0002372913],"domain_scores_gemma":[0.9990025,0.0001362133,0.0001779958,0.0003388369,0.0002210995,0.0001233997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008440183,0.0004506229,0.5751637,0.0002307827,0.0005314003,0.000003211283,0.04405211,0.0001011109,0.0001870169,0.1672206,0.05036145,0.1616137],"study_design_scores_gemma":[0.0001221012,0.00003243972,0.001495464,0.0005526468,0.00004649318,0.000002764674,0.001384693,0.00002011012,0.00001272154,0.01009933,0.9861227,0.0001085666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.180237,0.5096049,0.00003959267,0.05644836,0.001302032,0.00341224,0.00002719977,0.00006992256,0.2488588],"genre_scores_gemma":[0.9534866,0.04092275,0.0001668865,0.00466955,0.0001912554,0.0001287046,0.00000314654,0.00001201052,0.0004191416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9357612,"threshold_uncertainty_score":0.2820105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343025077","doi":"","title":"Chart Design Considerations for the Navigators of Today and Tomorrow","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Chart; Nautical chart; Theme (computing); Operations research; Engineering; Computer science; World Wide Web; Mathematics; Statistics","authors":[{"name":"Adam J. Kerr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0673692986470985,"gpt":0.2831019976522662,"spread":0.2157326990051677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008739424,0.00007513873,0.0001245508,0.00002601557,0.00005173902,0.00002116243,0.0001593666,0.00002051918,0.00008516244],"category_scores_gemma":[0.0002039218,0.0000436156,0.00007339566,0.0001105858,0.00007548489,0.00005643571,0.00001890753,0.00007388878,0.000004840981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009990776,"about_ca_system_score_gemma":0.00001864072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008708155,"about_ca_topic_score_gemma":0.00000499762,"domain_scores_codex":[0.9994054,0.00003899815,0.0002447526,0.00006792278,0.0001738588,0.00006907102],"domain_scores_gemma":[0.9990914,0.0005401815,0.00004825829,0.0001503468,0.0001303165,0.00003945735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007319159,0.0001591973,0.001299136,0.002831786,0.001888536,0.000009869739,0.002479022,0.01588908,0.001133831,0.3403657,0.4772937,0.156577],"study_design_scores_gemma":[0.001295816,0.0001207216,0.0005359199,0.002513945,0.0003960627,0.0002794988,0.0001657058,0.1911921,0.001823711,0.0606241,0.7405937,0.0004587553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02287217,0.717308,0.08059502,0.1351305,0.004480355,0.00991847,0.0002923415,0.0006625821,0.02874045],"genre_scores_gemma":[0.9597952,0.03670839,0.001432644,0.001566877,0.00009727693,0.000249616,0.00001684935,0.00001688514,0.0001162001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9369231,"threshold_uncertainty_score":0.1778593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591699436","doi":"","title":"Automatic Cartography Special Problems of Hydrographic Charting","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hydrography; Cartography; Geography; Hydrographic survey; Oceanography; Geology","authors":[{"name":"A. R. Boyle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03534152021202278,"gpt":0.2413055522443289,"spread":0.2059640320323061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193175,0.0001436279,0.000221608,0.0001475141,0.00007038431,0.00004135007,0.000722396,0.00002418094,0.0008535584],"category_scores_gemma":[0.0000502174,0.0000935724,0.0001914271,0.0005380156,0.0001850465,0.0001982371,0.00005171875,0.0001220024,0.000171667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004606025,"about_ca_system_score_gemma":0.00001130221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005727189,"about_ca_topic_score_gemma":0.0001750269,"domain_scores_codex":[0.9983212,0.00009514402,0.0004568915,0.0002122663,0.0007204356,0.0001940107],"domain_scores_gemma":[0.9992017,0.00006683583,0.0002582025,0.0003392604,0.0000327442,0.0001012653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001160751,0.0001075026,0.6532558,0.0008030974,0.0003157376,0.00001099371,0.0002177806,0.0006594299,0.00001047903,0.0005653342,0.005461695,0.3385806],"study_design_scores_gemma":[0.001106795,0.000604502,0.3663613,0.007373524,0.0004999346,0.00009554323,0.0003469624,0.01372033,0.00009698892,0.008819736,0.6001251,0.000849259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8291849,0.09968798,0.00003189608,0.003898223,0.002863956,0.001309843,0.00009898106,0.000142097,0.06278212],"genre_scores_gemma":[0.9752001,0.02346205,0.0002323649,0.0004118527,0.0004918797,0.00001282584,0.0001303632,0.000005070159,0.0000534668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5946634,"threshold_uncertainty_score":0.9345865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341889861","doi":"","title":"General Guidelines for the Use of Colour on Electronic Charts","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Computer science; Chart; Coding (social sciences); Clutter; Information retrieval; Telecommunications; Radar","authors":[{"name":"Roy Kaufmann","is_ca":false},{"name":"Stephen J. Glavin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2256581342172508,"gpt":0.3618770974427214,"spread":0.1362189632254706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693846,0.0001092307,0.0001696963,0.00001345058,0.00006832622,0.00001603675,0.0006409461,0.0000149166,0.0003696561],"category_scores_gemma":[0.000507813,0.00005317273,0.0001788275,0.0001956042,0.0001253545,0.00007073783,0.0002360906,0.00007682724,0.00006658834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191533,"about_ca_system_score_gemma":0.00001262623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007938229,"about_ca_topic_score_gemma":0.000521099,"domain_scores_codex":[0.9988436,0.00005004858,0.0003277723,0.0001564956,0.0004576088,0.0001645525],"domain_scores_gemma":[0.9992187,0.0002015166,0.0001778804,0.000272281,0.00009730665,0.00003233078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007543185,0.0001143983,0.006778902,0.0001101807,0.0002920332,0.000001055392,0.00004012966,0.001218333,0.00004319203,0.01756329,0.8408321,0.132931],"study_design_scores_gemma":[0.000119635,0.0001138598,0.002151434,0.0001624951,0.00005411783,0.000005924021,0.00000256695,0.00242437,0.00001638974,0.0009573808,0.9939286,0.0000632258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3371974,0.2918651,0.0006301914,0.3402019,0.001773622,0.008453478,0.00009296801,0.0001365047,0.01964884],"genre_scores_gemma":[0.36998,0.5453332,0.001420644,0.07664956,0.0005910464,0.000982407,0.00002913417,0.00005019555,0.004963759],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2635523,"threshold_uncertainty_score":0.4047475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2483079406","doi":"","title":"How Often? Towards an Optimum Survey Interval for Mobile Seabeds","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Submarine pipeline; Hydrographic survey; Oceanography; Operations research; Computer science; Geology; Geography; Marine engineering; Remote sensing; Engineering","authors":[{"name":"I. D. Kember","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181738618411347,"gpt":0.345455627095389,"spread":0.2272817652542543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00371941,0.0001653365,0.0002549152,0.0001157444,0.00008858614,0.0003084376,0.001379671,0.00004545747,0.0003569612],"category_scores_gemma":[0.0003214449,0.00009995414,0.0001602483,0.0003471497,0.0001661963,0.0003627024,0.00005752972,0.0001844831,0.00007051155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001387904,"about_ca_system_score_gemma":0.0001185773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451816,"about_ca_topic_score_gemma":0.001788269,"domain_scores_codex":[0.9979562,0.0003125423,0.0002768388,0.0002980059,0.0008399443,0.0003164485],"domain_scores_gemma":[0.9985602,0.0002470767,0.0001012255,0.0003762219,0.0004778969,0.0002373089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004794091,0.0003556423,0.1039245,0.001103813,0.0008578988,0.00003634414,0.0005191704,0.01134541,0.00004758018,0.0002071555,0.06598397,0.8151391],"study_design_scores_gemma":[0.00108582,0.001715477,0.01754189,0.0007686319,0.0001417188,0.0001317428,0.0001801198,0.4012482,0.0000951109,0.007378046,0.569043,0.0006701914],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4260857,0.3261848,0.09393901,0.08813245,0.01076276,0.01771175,0.006117182,0.0008492055,0.03021713],"genre_scores_gemma":[0.9817707,0.01204681,0.001752254,0.001753902,0.0002947017,0.00007276992,0.001229051,0.00001245737,0.001067382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8144689,"threshold_uncertainty_score":0.4076012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338426018","doi":"","title":"Model for Determination of Cartographic and Hydrographic Priorities","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","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":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Hydrographic survey; Field (mathematics); Cartography; Geography; Computer science; Variable (mathematics); Microcomputer; Data mining; Operations research; Engineering; Mathematics; Telecommunications","authors":[{"name":"Michelle Grenier","is_ca":true},{"name":"Patrick Hally","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0455665270679971,"gpt":0.2810206913910216,"spread":0.2354541643230245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007098396,0.0001325112,0.0002234921,0.000162903,0.00003855128,0.00002243868,0.0002683291,0.00004640013,0.000009069882],"category_scores_gemma":[0.0000684715,0.0001029621,0.0001613616,0.0002975764,0.0001268468,0.0001349256,0.00003046168,0.00009579361,0.000001159194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316871,"about_ca_system_score_gemma":0.00001852977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009627588,"about_ca_topic_score_gemma":0.00002442611,"domain_scores_codex":[0.999036,0.00002752097,0.0003864375,0.0001256411,0.0003014467,0.0001230033],"domain_scores_gemma":[0.9993539,0.00009608932,0.00008375785,0.0001885124,0.0002094684,0.00006823889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001593351,0.000291413,0.01177297,0.01618906,0.001191435,0.000009882052,0.002672028,0.01097703,0.0018791,0.1704355,0.01678127,0.7676409],"study_design_scores_gemma":[0.0005091601,0.00004664351,0.0002031351,0.001009303,0.0001203578,0.00003942967,0.00002409782,0.9495803,0.0001105429,0.02038888,0.02776181,0.0002063453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3188234,0.532006,0.09490659,0.01065279,0.002433139,0.006741381,0.0003936906,0.001141275,0.0329017],"genre_scores_gemma":[0.9449992,0.05261687,0.001734542,0.0002867079,0.00004909538,0.0001709541,0.00004054361,0.00002138222,0.00008077442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9386033,"threshold_uncertainty_score":0.4198674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2480068671","doi":"","title":"\"Hypos\" — A System for Processing Hydrographic Survey Data","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrographic survey; Hydrography; Plotter; Computer science; Service (business); Set (abstract data type); Data processing; Data set; Data flow diagram; Real-time computing; Geography; Cartography; Database; Artificial intelligence; Computer graphics (images); Business","authors":[{"name":"Adam J. Kerr","is_ca":true},{"name":"Timothy V. Evangelatos","is_ca":true},{"name":"David Marshall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1204351741673692,"gpt":0.3242181915689551,"spread":0.2037830174015859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004273736,0.0001807972,0.000273103,0.00005523635,0.0002173576,0.00005025118,0.001956,0.00003796643,0.00005663085],"category_scores_gemma":[0.0002198431,0.000114494,0.00009943946,0.0004867592,0.0003113282,0.0003150056,0.0008973569,0.0001125382,0.0001708542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005208455,"about_ca_system_score_gemma":0.00001186381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003204584,"about_ca_topic_score_gemma":0.0003324588,"domain_scores_codex":[0.9982377,0.0001808631,0.000376417,0.0004525729,0.0004857209,0.0002667281],"domain_scores_gemma":[0.9988534,0.0001287734,0.0002009693,0.0006933768,0.00004455158,0.00007896015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003386797,0.0005767861,0.4086706,0.003031233,0.001607224,0.00004125778,0.0006851208,0.0009363398,0.00005469449,0.002417533,0.469456,0.1121845],"study_design_scores_gemma":[0.001108311,0.000158984,0.01435668,0.001804035,0.0005105535,0.00007802238,0.0001271908,0.02173961,0.00001730958,0.00263052,0.9568621,0.0006066631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.247117,0.3966199,0.0141256,0.1108904,0.008541849,0.01902116,0.0009959057,0.002011572,0.2006766],"genre_scores_gemma":[0.988722,0.007804539,0.0003489768,0.002123217,0.00009488538,0.0002583956,0.0003095574,0.00001985571,0.000318621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.741605,"threshold_uncertainty_score":0.466893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128379854","doi":"","title":"Measured Gradients of the Sea Floor at Depths of 2,500m and Their Possible Influence on the Outer Limit of Juridical Continental Shelves","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Continental shelf; Geology; Seabed; Oceanography; Limit (mathematics); Geodesy; Seismology; Geotechnical engineering; Geography; Geomorphology; Mathematics","authors":[{"name":"David Monahan","is_ca":true},{"name":"Robert van de Poll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03326313661674067,"gpt":0.2092615726659527,"spread":0.175998436049212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004742408,0.00009352293,0.0001951107,0.00002050089,0.0001061912,0.000008763708,0.000436116,0.00002321976,0.000385936],"category_scores_gemma":[0.0001635618,0.00003390011,0.0001477771,0.0001911641,0.000395998,0.00005295769,0.00005659144,0.000083639,0.00001113747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001931682,"about_ca_system_score_gemma":0.000003391259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017178,"about_ca_topic_score_gemma":0.0003426932,"domain_scores_codex":[0.9989994,0.0001307758,0.0003128106,0.0001134425,0.000347163,0.00009644354],"domain_scores_gemma":[0.9992831,0.000221507,0.0002233419,0.0001683618,0.00007968303,0.00002402392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000073009,0.0001254181,0.9653323,0.0002492431,0.0002807659,8.297507e-7,0.0004733895,0.0002352803,0.0001588735,0.000806733,0.00247652,0.02978762],"study_design_scores_gemma":[0.0002687648,0.0002449473,0.9807569,0.001182181,0.00006532187,0.00001541563,0.00006338954,0.002435705,0.0007773744,0.001681764,0.01239756,0.0001106388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666849,0.02414542,0.000001124926,0.007596691,0.0001294214,0.0002608025,0.00004111536,0.000003850202,0.001136721],"genre_scores_gemma":[0.973708,0.02550268,0.000007224645,0.0007079947,0.0000246312,0.000004157097,0.000007993183,0.000001282385,0.00003605519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02967698,"threshold_uncertainty_score":0.4225728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2476119740","doi":"","title":"Recent Changes in Canadian Sailing Directions","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Aeronautics; Geography; Engineering","authors":[{"name":"Adam J. Kerr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03069605297278092,"gpt":0.2721676654319186,"spread":0.2414716124591377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006319064,0.00007315202,0.0001006518,0.0001427363,0.0000275324,0.00001922799,0.0002218023,0.00002489887,0.0003810142],"category_scores_gemma":[0.00008325033,0.00005714047,0.00003804397,0.0004502765,0.00001858017,0.00004628531,0.00001297484,0.0001371141,0.00006758558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592672,"about_ca_system_score_gemma":0.00004472912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01258567,"about_ca_topic_score_gemma":0.2865431,"domain_scores_codex":[0.9994015,0.00003203771,0.0001700409,0.00007723391,0.0001723205,0.0001468747],"domain_scores_gemma":[0.9996318,0.00002816228,0.00001815465,0.0001293907,0.00006612569,0.0001263522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004240065,0.00003401253,0.005485286,0.0002633776,0.0001265739,0.00002927541,0.0002600408,0.002327821,0.00002891259,0.0060349,0.03993847,0.9454671],"study_design_scores_gemma":[0.00007015578,0.000003311758,0.0004229744,0.000425901,0.000006972455,0.00001976855,0.000008458747,0.005666838,0.00001338934,0.0003377241,0.9929578,0.00006672759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01733873,0.4699138,0.00003352703,0.0876059,0.003253956,0.001027637,0.00004208819,0.0003848987,0.4203995],"genre_scores_gemma":[0.3393863,0.6568078,0.00007751225,0.00296812,0.0001655869,0.0001221674,0.00007218477,0.00002047146,0.0003798406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9530193,"threshold_uncertainty_score":0.9939896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342714390","doi":"","title":"Developments in Narrow Beam Echo Sounders","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Echo sounding; Hydrography; Echo (communications protocol); Depth sounding; Beam (structure); Geology; Remote sensing; Transducer; Beam pattern; Hydrographic survey; Seabed; Acoustics; Oceanography; Optics; Physics; Computer science","authors":[{"name":"Stephen B. MacPhee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06789687499432899,"gpt":0.2993250936049793,"spread":0.2314282186106503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327431,0.0001048724,0.0001400586,0.0001593932,0.00005001866,0.00007325291,0.0008522109,0.0000285154,0.0005044034],"category_scores_gemma":[0.00009695344,0.00006633427,0.00005168344,0.0005015161,0.0001174716,0.0001524937,0.00003607906,0.0001951406,0.0005230344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002816733,"about_ca_system_score_gemma":0.0001347182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003952,"about_ca_topic_score_gemma":0.00174515,"domain_scores_codex":[0.9984354,0.00006982276,0.0002787151,0.0001868029,0.0007892555,0.0002399893],"domain_scores_gemma":[0.9994476,0.0001028933,0.00005882734,0.0001800041,0.00009902904,0.0001116058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023965,0.0001616282,0.8468151,0.0005221759,0.0002864816,0.0001541873,0.001020656,0.02033743,0.00003314779,0.0003639858,0.0223534,0.1078494],"study_design_scores_gemma":[0.002515035,0.0004594345,0.1065011,0.003992347,0.00008411462,0.0004507045,0.000507399,0.05871603,0.0002293037,0.07598181,0.7492001,0.001362589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3694273,0.1694081,0.001098395,0.02420147,0.003191867,0.003312771,0.00009447576,0.0002474799,0.4290181],"genre_scores_gemma":[0.9877873,0.009724631,0.0003696379,0.001517718,0.00004932191,0.000007530114,0.00008782122,0.000003745751,0.0004522642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.740314,"threshold_uncertainty_score":0.6722724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2291728796","doi":"","title":"A Basic Map of the Sea at the Scale of 1/200 000","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Scale (ratio); Cartography; Geography; Geology; Geodesy; Computer science; Environmental science","authors":[{"name":"Kiyoshi Karl Kawakami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667140916860726,"gpt":0.2427551257828132,"spread":0.226083716614206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008040209,0.00008584106,0.0001572625,0.00002598087,0.00003344357,0.000006676005,0.0006523264,0.00002443478,0.0005474996],"category_scores_gemma":[0.00004331755,0.00004035093,0.0001992482,0.0002564034,0.0001399578,0.0000368317,0.00009861892,0.0001214314,0.00004182097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002764102,"about_ca_system_score_gemma":0.0000151624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004680351,"about_ca_topic_score_gemma":0.00004621167,"domain_scores_codex":[0.9989944,0.00008743876,0.0003329403,0.00007161855,0.000431903,0.00008174883],"domain_scores_gemma":[0.9992792,0.00009677825,0.0001011116,0.0003675892,0.0001250657,0.00003023164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000111682,0.0003574381,0.05815293,0.00652747,0.001740881,0.00000660317,0.001742225,0.01248704,0.001785394,0.02683591,0.7578073,0.1324451],"study_design_scores_gemma":[0.0003597893,0.00001960742,0.003625553,0.002005302,0.0001147327,0.00004719065,0.00002741741,0.007251387,0.001895163,0.002500586,0.982012,0.0001412975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4515509,0.2955027,0.0002437551,0.07592452,0.003297259,0.002691951,0.0003106057,0.0002179344,0.1702604],"genre_scores_gemma":[0.9868853,0.01072024,0.00003349522,0.001049432,0.00007068684,0.00003921011,0.00001826298,0.00001520793,0.001168128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353344,"threshold_uncertainty_score":0.5994737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337480729","doi":"","title":"Developing Hydrographic Services and the Work of the UK Hydrographic Office","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Water Systems and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Hydrographic survey; Work (physics); Oceanography; Business; Geography; Engineering; Geology","authors":[{"name":"Paul Wainwright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01786394068347023,"gpt":0.2166236681815351,"spread":0.1987597274980649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507945,0.0002379376,0.0003576915,0.0001284289,0.0001273073,0.00009058695,0.001114112,0.00006351505,0.00001209764],"category_scores_gemma":[0.00003761662,0.0001123717,0.0002612259,0.001395129,0.000321687,0.0001332765,0.0001788755,0.0002267646,0.00000755675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002213896,"about_ca_system_score_gemma":0.00002201055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594435,"about_ca_topic_score_gemma":0.0002851734,"domain_scores_codex":[0.9982197,0.0001849764,0.0006162209,0.0001960265,0.0005738596,0.0002092646],"domain_scores_gemma":[0.9988612,0.0001413178,0.0002345395,0.0005299118,0.0001737996,0.00005924311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008126204,0.0004452118,0.337631,0.0270182,0.01325677,0.00003594098,0.01453425,0.1668744,0.0001847508,0.3226291,0.04911282,0.06746499],"study_design_scores_gemma":[0.008027016,0.0001560844,0.03821073,0.05093729,0.002150839,0.0006421008,0.0007784041,0.102212,0.0005904324,0.02975934,0.7638256,0.002710085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5037634,0.4646547,0.001095236,0.01370406,0.003235357,0.002894054,0.0000178523,0.0003487054,0.01028658],"genre_scores_gemma":[0.9560779,0.0426951,0.0001524401,0.0007292364,0.0001183082,0.0001129209,0.00001237306,0.00002836524,0.00007329752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7147128,"threshold_uncertainty_score":0.4582387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2393658353","doi":"","title":"Recent Developments in High-Accuracy Microwave Positioning Systems","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Radio Wave Propagation Studies","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":"Trusted Positioning (Canada)","funders":"","keywords":"Microwave; Position (finance); Computer science; Position error; Algorithm; Statistics; Telecommunications; Mathematics; Business; Calibration","authors":[{"name":"I. C. Teunon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03558293774798,"gpt":0.2681722148450909,"spread":0.2325892770971109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000730711,0.0001391632,0.000217159,0.0001289574,0.00003763062,0.00005636098,0.000345144,0.00002558932,0.00001447725],"category_scores_gemma":[0.0001378257,0.0001044518,0.00004642826,0.0004529573,0.00003501353,0.0001477649,0.0000531982,0.0001476015,0.0001077063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896917,"about_ca_system_score_gemma":0.00002386085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002561374,"about_ca_topic_score_gemma":0.00001372034,"domain_scores_codex":[0.9988148,0.00006535625,0.0004583785,0.0001353259,0.0003690208,0.0001570857],"domain_scores_gemma":[0.9994587,0.00007508534,0.00008416842,0.0001702402,0.0001628855,0.00004896305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005865702,0.000264621,0.01704117,0.003385385,0.002599136,0.0001558127,0.002265722,0.04035592,0.002338741,0.02720148,0.1191649,0.7851684],"study_design_scores_gemma":[0.0008958008,0.00002683659,0.005641073,0.007160115,0.00006941769,0.0002099673,0.0001291933,0.006246999,0.0004940116,0.001733683,0.9768301,0.0005628338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1036084,0.8351298,0.001028403,0.006450472,0.004228713,0.00159865,0.00001613717,0.0003781954,0.04756125],"genre_scores_gemma":[0.7682658,0.2305513,0.0003852058,0.0004233478,0.00008693847,0.0001712517,0.00003588069,0.0000199812,0.00006036251],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8576651,"threshold_uncertainty_score":0.4259419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580850955","doi":"","title":"Why a Hydrographic Office","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Hydrographic survey; Geography; Cartography","authors":[{"name":"David Haslam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04745258231976181,"gpt":0.3216180951602544,"spread":0.2741655128404926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003026378,0.0001960685,0.0002830561,0.000292234,0.0004534638,0.0001098682,0.001549139,0.00008677935,0.0004118762],"category_scores_gemma":[0.0003954565,0.0001402003,0.0006606119,0.003011446,0.000783335,0.0002543043,0.00008317849,0.0003002612,0.0001577997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005447326,"about_ca_system_score_gemma":0.000116079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381931,"about_ca_topic_score_gemma":0.001128621,"domain_scores_codex":[0.996857,0.000486791,0.0004233376,0.0003271787,0.001505822,0.0003998815],"domain_scores_gemma":[0.9984158,0.0001893323,0.0002003106,0.0004472151,0.0003978327,0.0003494926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005734759,0.0004094007,0.00719975,0.0001533906,0.0004924104,0.00003184582,0.002707784,0.000009054634,0.00001163569,0.2010455,0.7436937,0.04418815],"study_design_scores_gemma":[0.0001590704,0.00004021498,0.0001305767,0.0003547016,0.00008739679,0.000007949804,0.000209195,0.000007945306,0.000001330499,0.006533125,0.9922886,0.0001798562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008235691,0.3507934,0.0002138285,0.09874234,0.003573812,0.001438193,0.00001817792,0.0005670853,0.5364175],"genre_scores_gemma":[0.6378112,0.3013552,0.0002750173,0.05695227,0.001439487,0.0004219087,0.00005229635,0.00004812888,0.001644471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6295756,"threshold_uncertainty_score":0.5717203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W156175415","doi":"","title":"Canada's Offshore Jurisdiction, Rights and Management, 3rd Edition","year":2006,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Jurisdiction; Submarine pipeline; Business; Political science; Law; Law and economics; Geology; Oceanography; Economics","authors":[{"name":"Ted L. McDorman","is_ca":false},{"name":"AC Macleod","is_ca":false},{"name":"B. Calderbank","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003255398766539515,"gpt":0.1844381231287638,"spread":0.1811827243622243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001120054,0.0001211708,0.0001239129,0.00005664425,0.00006899393,0.00002036607,0.0001665647,0.00001540573,0.00004368797],"category_scores_gemma":[0.000002652042,0.00008579488,0.00004576252,0.0001624668,0.00002828051,0.00005138617,0.00003659457,0.0000846913,0.00000400217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500072,"about_ca_system_score_gemma":0.000005454724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02493344,"about_ca_topic_score_gemma":0.08240228,"domain_scores_codex":[0.9993439,0.000007934133,0.0002018222,0.0001046219,0.000226705,0.0001149686],"domain_scores_gemma":[0.9997666,0.00002420982,0.00002523551,0.0001308207,0.00003208607,0.00002102867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000018462,0.00001529651,0.001073777,0.001134764,0.0003671391,0.00002231187,0.000007565541,0.001194663,0.000006525658,0.02682375,0.9583171,0.01103524],"study_design_scores_gemma":[0.00006815069,0.000003548035,0.009710405,0.0004239814,0.0000589438,0.00001789714,0.000001146118,0.001515606,0.00001734097,0.001616297,0.9864581,0.0001085753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04978631,0.4356968,0.003173112,0.01936981,0.007265911,0.002188184,0.0001279386,0.001316,0.4810759],"genre_scores_gemma":[0.8409098,0.1557436,0.0001876053,0.0006875091,0.0007991566,0.0001587685,0.0001130175,0.00002821703,0.001372388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7911234,"threshold_uncertainty_score":0.9815596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595806721","doi":"","title":"From a Cresting Wave to a Cresting Technology","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Geography","authors":[{"name":"George MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03464105986536423,"gpt":0.2581088311612922,"spread":0.223467771295928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003115207,0.0001475991,0.0002083628,0.0001051204,0.00003478284,0.00002709061,0.0004105366,0.00003168418,0.0000318322],"category_scores_gemma":[0.0004794137,0.0001072851,0.00007052033,0.0005379174,0.0000296787,0.0000472572,0.0001659336,0.0001834641,0.00006820485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003470229,"about_ca_system_score_gemma":0.000007369114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008748289,"about_ca_topic_score_gemma":0.00003039986,"domain_scores_codex":[0.9991586,0.00001196655,0.0002626398,0.0001454926,0.000244128,0.0001771762],"domain_scores_gemma":[0.9994603,0.00009612833,0.00003107381,0.000253469,0.00009026645,0.00006880983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002257468,0.00008599929,0.009644899,0.001231433,0.001917441,0.0002222318,0.001477213,0.03624167,0.0007998531,0.008416515,0.1796713,0.7602689],"study_design_scores_gemma":[0.0002445151,0.00004967935,0.0006720753,0.003902203,0.0001068623,0.00007741582,0.000102959,0.03598811,0.0001735715,0.004937188,0.9533147,0.0004307016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4672236,0.3851737,0.01192671,0.04325194,0.004886924,0.001822327,0.00004285753,0.003958083,0.0817138],"genre_scores_gemma":[0.9784654,0.01306881,0.006067041,0.001126685,0.0007831766,0.000245524,0.0000198365,0.00005557903,0.0001679898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7736435,"threshold_uncertainty_score":0.4374961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338861742","doi":"","title":"Present State of Hydrographic Surveying of the North Sea and English Channel","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Oceanography; Hydrographic survey; Channel (broadcasting); Geology; Geography; State (computer science); Cartography; Geodesy; Engineering; Telecommunications; Computer science; Algorithm","authors":[{"name":"David W. Haslam","is_ca":true},{"name":"F. A. Pielou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05015257316710848,"gpt":0.269153571640149,"spread":0.2190009984730406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842244,0.0001163955,0.000227952,0.0001206436,0.00005943854,0.00003213757,0.0008873145,0.0000191363,0.00005527849],"category_scores_gemma":[0.0002171321,0.00006069187,0.000126928,0.0006731933,0.000406584,0.0001160596,0.000108403,0.0001829637,0.000004348386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003407609,"about_ca_system_score_gemma":0.00006114058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093216,"about_ca_topic_score_gemma":0.002402368,"domain_scores_codex":[0.9979917,0.0003032581,0.0003891906,0.0001748079,0.0009472147,0.0001937696],"domain_scores_gemma":[0.9987163,0.0002656849,0.0002148753,0.0003237914,0.0003810003,0.00009833365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002646005,0.00004047693,0.9706638,0.0005016088,0.000191866,0.0000026366,0.0004250959,0.00739362,0.000004714821,0.0000144995,0.0007384625,0.01999673],"study_design_scores_gemma":[0.0009117599,0.0003542053,0.7395365,0.002650783,0.0002077141,0.00005412841,0.0001180042,0.2191413,0.0002572419,0.008415408,0.0278993,0.0004537455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487772,0.0455348,0.0001263313,0.001588947,0.0004295021,0.0007524692,0.0001901758,0.00001906308,0.002581493],"genre_scores_gemma":[0.9691355,0.03053467,0.00003719407,0.0001329356,0.00005377075,0.000004456891,0.00003699947,0.000004108577,0.00006043236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311274,"threshold_uncertainty_score":0.3164331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588921001","doi":"","title":"Contours and Contouring in Hydrography - Part 1 : The Fundamental Issues","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Contouring; Hydrography; Geography; Geodesy; Cartography; Geology; Oceanography; Computer science; Computer graphics (images)","authors":[{"name":"David Monahan","is_ca":true},{"name":"Michael J. Casey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03009582110319575,"gpt":0.2757302039094588,"spread":0.2456343828062631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365722,0.0001282306,0.0001678338,0.000039554,0.0001216542,0.0000344694,0.0004875618,0.00002148952,0.0002440396],"category_scores_gemma":[0.00004255385,0.00006834521,0.00007373231,0.0002315191,0.0005653598,0.0001493827,0.0003610418,0.0001383896,0.00008470348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002946832,"about_ca_system_score_gemma":0.000002217344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005162066,"about_ca_topic_score_gemma":0.0005204947,"domain_scores_codex":[0.9989085,0.0001288663,0.0002396501,0.0002095012,0.0003213898,0.0001920942],"domain_scores_gemma":[0.9995902,0.00006729056,0.00008502836,0.0002030051,0.000007135337,0.00004730278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004860498,0.000153855,0.875838,0.00008526941,0.0003373024,0.00003817402,0.00147647,0.0002049229,0.00002019445,0.003729687,0.09733263,0.02073485],"study_design_scores_gemma":[0.0004544225,0.00005681533,0.03053708,0.0003808793,0.00006549802,0.00002268524,0.0002551452,0.0002911801,0.000009994204,0.00670399,0.9610541,0.0001681457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7050127,0.1161757,0.000007157093,0.1272238,0.0006254882,0.001118032,0.000004660309,0.0000639119,0.04976858],"genre_scores_gemma":[0.9381629,0.05583203,0.00002167814,0.005316059,0.00006503995,0.0001150154,0.00000467747,0.000006554738,0.0004760034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8637215,"threshold_uncertainty_score":0.2787037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588324634","doi":"","title":"Source Data Diagrams and Their Use on British Admiralty Charts","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Geography; Computer science; Cartography; Data science","authors":[{"name":"F. A. Pielou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1343015362358056,"gpt":0.332113977117326,"spread":0.1978124408815204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007542304,0.00009336239,0.0001310812,0.00002876729,0.00008682656,0.0004277714,0.0007777602,0.000009456563,0.0002135893],"category_scores_gemma":[0.00008738852,0.00005861965,0.00006498983,0.0001550821,0.0001681178,0.0003693774,0.0003289082,0.0001145013,0.00004744761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005240991,"about_ca_system_score_gemma":0.000035211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008245224,"about_ca_topic_score_gemma":0.00006959015,"domain_scores_codex":[0.9990166,0.00007070364,0.0001598392,0.0002577637,0.0003424217,0.0001526907],"domain_scores_gemma":[0.9990838,0.0001104923,0.00006737543,0.0005386678,0.00007391092,0.0001258027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499951,0.0002859555,0.05651844,0.000101981,0.0003246401,0.000004634032,0.0002816898,0.000008909175,0.00001637809,0.01678461,0.351167,0.5744708],"study_design_scores_gemma":[0.0002472005,0.00003751508,0.001622329,0.0008895964,0.00001669885,0.0000120679,0.0001435282,0.0007292931,0.00003227389,0.007202443,0.9889263,0.0001407749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001868,0.06013155,0.0009606573,0.01391814,0.001008117,0.001338967,0.001018324,0.00008681507,0.0213506],"genre_scores_gemma":[0.989319,0.007065536,0.00002145262,0.0009610212,0.0002499,0.0000392167,0.0004382509,0.00001009365,0.001895568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6377593,"threshold_uncertainty_score":0.412501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1581809205","doi":"","title":"SHOALS Object Detection","year":2010,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Shoal; Bathymetry; Underwater; Lidar; Hydrography; Object detection; Remote sensing; Hydrographic survey; Object (grammar); Computer science; Geography; Identification (biology); Geology; Artificial intelligence; Cartography; Oceanography; Pattern recognition (psychology); Archaeology; Ecology","authors":[{"name":"Eric Yang","is_ca":true},{"name":"P. E. LaRocque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008611708878785299,"gpt":0.2553229660264898,"spread":0.2467112571477045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052694,0.0000800557,0.00008205418,0.00002268285,0.0001299686,0.0000310913,0.000439048,0.00002788208,0.001567954],"category_scores_gemma":[0.00006455193,0.00005114215,0.0001140923,0.0002952563,0.0001542604,0.00006809281,0.00007431861,0.0002170229,0.0009907061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001589712,"about_ca_system_score_gemma":0.00000364939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058315,"about_ca_topic_score_gemma":0.0003973634,"domain_scores_codex":[0.9992157,0.0000315081,0.0001766868,0.0001704049,0.0003020102,0.0001037297],"domain_scores_gemma":[0.9994672,0.00005274976,0.00007978934,0.0003482839,0.00001244749,0.0000395541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004907768,0.00008459443,0.002778033,0.00003512257,0.0000550327,0.000002252146,0.00006452391,0.00003945148,0.1088057,0.001602798,0.01276067,0.873767],"study_design_scores_gemma":[0.00004984481,0.000009593704,0.005869134,0.00007973922,0.00002765307,0.0000882828,0.000003077277,0.000741357,0.002277202,0.002462039,0.9882929,0.00009922444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6475676,0.003783495,0.001345824,0.02728424,0.001772497,0.001193529,0.000006349813,0.0002617805,0.3167847],"genre_scores_gemma":[0.9923294,0.004714747,0.0003702549,0.001875248,0.0001129809,0.00001829226,0.000005525007,0.000008676467,0.0005648947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9755322,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2306314398","doi":"","title":"CSS 'FCG Smith' Hydrographic Acoustic Sweep Vessel","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Environmental science; Oceanography; Marine engineering; Acoustics; Geology; Engineering; Physics","authors":[{"name":"Adam J. Kerr","is_ca":true},{"name":"Alan L. Adams","is_ca":true},{"name":"Robert Burke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02088402827978039,"gpt":0.2341007067437997,"spread":0.2132166784640193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005834115,0.0002725662,0.0003087694,0.0002442114,0.00004945156,0.00006068883,0.001074691,0.00008982419,0.00003509251],"category_scores_gemma":[0.0001599747,0.0001948968,0.0002141913,0.0008054522,0.0001361284,0.0001377426,0.00009909888,0.0003982516,0.0001360546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005048652,"about_ca_system_score_gemma":0.00001973709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478929,"about_ca_topic_score_gemma":0.000004859853,"domain_scores_codex":[0.9985779,0.00002624998,0.0003857782,0.0002156097,0.000488741,0.0003057579],"domain_scores_gemma":[0.9990963,0.00008999788,0.00005966115,0.0005479228,0.0001003012,0.0001057746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004206977,0.0004679742,0.004676088,0.007809358,0.004406107,0.0003548781,0.0005549717,0.1993699,0.003462116,0.02929208,0.3539352,0.3956292],"study_design_scores_gemma":[0.0005747653,0.000115389,0.0006543398,0.004032798,0.0003174333,0.0003900755,0.00007900249,0.06157291,0.0006700625,0.006267489,0.9244295,0.0008962089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1177272,0.8172635,0.00547104,0.008325523,0.005284646,0.001226657,0.00003510434,0.006133163,0.03853316],"genre_scores_gemma":[0.9014693,0.09760326,0.0002469704,0.0002271599,0.0001677221,0.0001283225,0.0000163104,0.00004839875,0.00009256783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7837421,"threshold_uncertainty_score":0.794766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340077405","doi":"","title":"INDAPS, Integrated Navigation, Data Acquisition and Processing System","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Data acquisition; Hydrographic survey; Computer science; Fortran; Data processing; Field (mathematics); Line (geometry); Data processing system; Real-time computing; Computer hardware; Database; Programming language; Cartography; Geography","authors":[{"name":"Rod Bryant","is_ca":true},{"name":"C. Doekes","is_ca":true},{"name":"R. L. K. Tripe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0632316195018383,"gpt":0.3412023919128431,"spread":0.2779707724110048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008066061,0.0001078725,0.0001263271,0.00006006739,0.00012138,0.0001650093,0.001802014,0.00002413337,0.000001795871],"category_scores_gemma":[0.00003239724,0.00007327054,0.00002820415,0.0006084677,0.00006944044,0.0006897949,0.0004801944,0.0001167762,0.0000126025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004514806,"about_ca_system_score_gemma":0.00007249895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650932,"about_ca_topic_score_gemma":0.000001078944,"domain_scores_codex":[0.998821,0.00005679215,0.0003021114,0.0003265623,0.0003963987,0.00009720393],"domain_scores_gemma":[0.9987305,0.00004780791,0.0001966495,0.0006070787,0.0003503358,0.00006758839],"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":[0.000004747418,0.0000628901,0.0001558423,0.0004238797,0.00005442732,0.000008079132,0.0001262883,0.0001326034,0.00005014627,0.5725911,0.009757135,0.4166329],"study_design_scores_gemma":[0.0002879454,0.00004650405,0.0002364961,0.005050969,0.00004955101,0.0006302613,0.00006363659,0.5112599,0.00006309772,0.06757932,0.4144065,0.000325804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008758829,0.03085935,0.9492215,0.01644504,0.0001422359,0.0005400795,0.00002170139,0.0004027171,0.001491519],"genre_scores_gemma":[0.8794895,0.007534287,0.1083264,0.003495116,0.0001808856,0.0002541564,0.0006328925,0.0000186097,0.00006817726],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8786136,"threshold_uncertainty_score":0.3348621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336694292","doi":"","title":"Survey Tasks Arising from the United Nations Convention on the Law of the Sea","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"United Nations Convention on the Law of the Sea; Convention; Law; Political science; Law of the sea; Geography; International law; Municipal law","authors":[{"name":"J. A. L. Myres","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06506833331877757,"gpt":0.2975577385650696,"spread":0.232489405246292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002708568,0.0001407363,0.000139212,0.00005086141,0.0002821444,0.00006889142,0.001836951,0.0000355481,0.001060263],"category_scores_gemma":[0.0008737152,0.00005903537,0.0001905693,0.001243162,0.0006533429,0.0001173189,0.0003464467,0.000266891,0.0002417764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008445831,"about_ca_system_score_gemma":0.00001575195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287722,"about_ca_topic_score_gemma":0.005969143,"domain_scores_codex":[0.9972742,0.0008590539,0.0003930555,0.0001942807,0.001150541,0.0001288825],"domain_scores_gemma":[0.9973475,0.001584071,0.0003222814,0.000580714,0.0001314195,0.00003406942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000489341,0.0003159699,0.1008737,0.00003176859,0.0004969785,0.000002337482,0.000507458,0.001528261,0.0001569377,0.8045142,0.08948343,0.002039993],"study_design_scores_gemma":[0.0003060992,0.00004492138,0.1180372,0.001517615,0.000123633,0.00001102016,0.00007092278,0.002922564,0.0005354308,0.0341493,0.8420758,0.0002055048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5689381,0.007400282,0.00009941097,0.1833551,0.001980461,0.002315177,0.0004276735,0.00007419901,0.2354096],"genre_scores_gemma":[0.9885383,0.00199272,0.00002301372,0.00860332,0.00008187921,0.00005360267,0.0001338512,0.00001287795,0.0005604017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7703649,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339304480","doi":"","title":"Possible Improvement to Matthews Tables in Areas of Canadian Data Holdings","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Square (algebra); Degree (music); Data set; Statistics; Mathematics; Set (abstract data type); Statistical physics; Geometry; Computer science; Physics; Acoustics","authors":[{"name":"David A. Greenberg","is_ca":false},{"name":"H. E. Sweers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1149610568849314,"gpt":0.3166867495168648,"spread":0.2017256926319334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846966,0.00008463967,0.0001566081,0.000531279,0.00002978348,0.0000554529,0.001701677,0.00001922637,0.0007459261],"category_scores_gemma":[0.0001453688,0.00005401357,0.00003067459,0.0009805405,0.0000580741,0.0001571664,0.00009726107,0.0001060769,0.0001269358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001676289,"about_ca_system_score_gemma":0.0002022308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4190897,"about_ca_topic_score_gemma":0.5610273,"domain_scores_codex":[0.9986457,0.00005008053,0.0002965505,0.0002038494,0.000564932,0.0002389149],"domain_scores_gemma":[0.9990645,0.00006282244,0.00006101992,0.0004789795,0.0001066282,0.0002260326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006772504,0.0001077714,0.6727989,0.0007697747,0.0002347898,0.00007077898,0.0005134765,0.01021195,0.0001877539,0.0005347231,0.0974866,0.2170158],"study_design_scores_gemma":[0.0005730813,0.0003220113,0.06256966,0.003121839,0.00006409978,0.00006011872,0.0002131633,0.0678142,0.0002587717,0.007744493,0.8568017,0.0004567974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6424276,0.1351406,0.0005427394,0.1240622,0.001665533,0.005191382,0.003119906,0.00006851817,0.08778149],"genre_scores_gemma":[0.9738576,0.0223651,0.0006871276,0.002269837,0.00005403742,0.000007973958,0.0004533801,0.00000475976,0.0003001907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7593152,"threshold_uncertainty_score":0.8167368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388835635","doi":"10.58440/ihr-29-2-n12","title":"Canada’s answer to a Marine Spatial Data Infrastructure (MSDI)","year":2023,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Spatial data infrastructure; Directive; Interoperability; Geospatial analysis; Transparency (behavior); Government (linguistics); Business; Accountability; Water Framework Directive; Public administration; Environmental resource management; Spatial analysis; Geography; Political science; Computer science; Computer security; Cartography; Environmental science; World Wide Web; Ecology; Remote sensing","authors":[{"name":"Claude Guay","is_ca":false},{"name":"Loretta Abado","is_ca":false},{"name":"Haifa Feki","is_ca":false},{"name":"Bill Goodine","is_ca":false},{"name":"Chris Hemmingway","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475676586124024,"gpt":0.2486348902732488,"spread":0.2338781244120086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004012381,0.0001140392,0.0001180437,0.00003588451,0.0000680649,0.00002803637,0.001611742,0.00001061019,0.005740183],"category_scores_gemma":[0.0000675698,0.00007384433,0.00004302124,0.0005616201,0.000044607,0.00008098046,0.009789428,0.00009197269,0.0004086187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007183286,"about_ca_system_score_gemma":0.00003306921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5230969,"about_ca_topic_score_gemma":0.7786512,"domain_scores_codex":[0.9986742,0.00002720843,0.0002063702,0.0002911217,0.000621115,0.0001799716],"domain_scores_gemma":[0.9991788,0.00002946001,0.00005463378,0.0006532895,0.000009065369,0.0000748115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003332736,0.000006690876,0.003295857,0.00002936759,0.00002639929,0.0000134397,0.0000055366,0.0001323662,0.000008539347,0.0001894762,0.5610402,0.4352489],"study_design_scores_gemma":[0.00005070215,0.000009532359,0.06045535,0.00007979571,0.00002008423,0.000007228291,0.000003468751,0.001258371,0.000001467975,0.001182066,0.936843,0.00008896783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0431744,0.001662496,0.000735315,0.5067317,0.004080869,0.003773106,0.0005304602,0.0003793828,0.4389323],"genre_scores_gemma":[0.8986533,0.02716433,0.0003705488,0.0530802,0.000489131,0.0001774795,0.001326892,0.00004418627,0.01869389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8554789,"threshold_uncertainty_score":0.9982192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312250417","doi":"10.58440/ihr-27-n04","title":"COMREN International School on Hydrographic Surveying - A Pan-Canadian collaborative Training Program","year":2022,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Arctic and Russian Policy Studies","field":"Social 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":"University of New Brunswick; Université Laval","funders":"","keywords":"Hydrography; Training (meteorology); Discipline; Set (abstract data type); Hydrographic survey; Medical education; Political science; Geography; Engineering; Engineering management; Cartography; Meteorology; Computer science; Medicine","authors":[{"name":"Sylvie Daniel","is_ca":true},{"name":"Denis Hains","is_ca":true},{"name":"Ian M. Church","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0617206257982951,"gpt":0.372397935668336,"spread":0.3106773098700408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003280049,0.0002341161,0.0003289252,0.0004378696,0.002585782,0.0001763028,0.001737246,0.0000467979,0.001911104],"category_scores_gemma":[0.0006927389,0.0001825646,0.0003100588,0.001734162,0.0006252271,0.0001842303,0.0002249286,0.0005927402,0.00008012688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907824,"about_ca_system_score_gemma":0.000681452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03722495,"about_ca_topic_score_gemma":0.06112112,"domain_scores_codex":[0.9962648,0.0009134518,0.0004801003,0.0003948974,0.001409739,0.0005370051],"domain_scores_gemma":[0.9985353,0.0003875002,0.0003002031,0.0002936916,0.0002133921,0.0002699305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001096301,0.0006783231,0.02982202,0.0001202691,0.002748403,0.0001125156,0.02556686,0.00009885847,0.00000519339,0.2932344,0.17938,0.4681235],"study_design_scores_gemma":[0.0002148258,0.00009995074,0.003458061,0.0003628032,0.00005177857,0.00001271917,0.00392763,0.00007009479,3.531702e-7,0.00294358,0.9886314,0.0002268491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01942711,0.03033562,0.000008057166,0.3940254,0.003335756,0.003738943,0.0003177652,0.0003822852,0.5484291],"genre_scores_gemma":[0.9438157,0.04221347,0.0001072781,0.01050947,0.0005138987,0.001251783,0.00008454238,0.00002584215,0.001478026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9243886,"threshold_uncertainty_score":0.9990013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388835643","doi":"10.58440/ihr-29-2-n07","title":"XXX","year":2023,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrography; Hydrographic survey; Political science; Geography; Library science; Public administration; Cartography; Computer science","authors":[{"name":"Christie L. Ence","is_ca":false},{"name":"Laura Colombe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01345492183612645,"gpt":0.2502527887806645,"spread":0.2367978669445381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000397808,0.00006771453,0.00008801918,0.0000612371,0.00003467918,0.00001815789,0.0003262564,0.00001748108,0.000791749],"category_scores_gemma":[0.00002907885,0.00004662661,0.0001032661,0.0005222912,0.00002444108,0.00004700904,0.00003015312,0.0001006261,0.001077506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001051548,"about_ca_system_score_gemma":0.000003679369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003446149,"about_ca_topic_score_gemma":0.000002515186,"domain_scores_codex":[0.9994155,0.00001775328,0.0001780809,0.00006857495,0.000222889,0.0000972143],"domain_scores_gemma":[0.999703,0.0000584825,0.00001763321,0.0001642471,0.00002926249,0.00002732582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003783229,0.00002490962,0.0006091959,0.001373044,0.0003786903,0.00004144787,0.0001158443,0.003003975,0.0003803406,0.03828163,0.6128749,0.3429123],"study_design_scores_gemma":[0.00005780141,0.000002608044,0.0006316855,0.0004703263,0.00001253668,0.00001939609,0.000002909615,0.01819305,0.00003126345,0.001857622,0.9786466,0.00007414681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02267318,0.1167563,0.0005195517,0.05098343,0.004026462,0.001224941,0.00005528309,0.003980765,0.7997801],"genre_scores_gemma":[0.6222525,0.3717631,0.00005513456,0.003303336,0.0002317528,0.0001273334,0.0001447041,0.00003077348,0.002091349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7976888,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315558357","doi":"10.58440/ihr-28-n12","title":"The Hydrographer of the Future - Reflections on an international virtual workshop","year":2022,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Geographic Information Systems Studies","field":"Social 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":"Fisheries and Oceans Canada; Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Multidisciplinary approach; Context (archaeology); Political science; Service (business); Library science; Public relations; Sociology; Geography; Social science; Business; Cartography; Computer science; Marketing","authors":[{"name":"Mina Foroutan","is_ca":true},{"name":"Geneviève Béchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03793182695842681,"gpt":0.366247038432049,"spread":0.3283152114736222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00389236,0.0001618574,0.0001920968,0.0001617511,0.003696802,0.0001269009,0.00310355,0.00004119976,0.0004758116],"category_scores_gemma":[0.0002265247,0.0000848315,0.0004814371,0.001773022,0.000731369,0.0002726207,0.0003842112,0.0005043804,0.00001507192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011492,"about_ca_system_score_gemma":0.00008960514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460138,"about_ca_topic_score_gemma":0.00196139,"domain_scores_codex":[0.9960494,0.0007797544,0.0006401951,0.0002128203,0.002059043,0.0002587572],"domain_scores_gemma":[0.9979284,0.0004266435,0.0005994324,0.000649039,0.0003447696,0.00005167416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005130422,0.0002019241,0.004776206,0.0000259943,0.0006688818,0.000001096252,0.009224651,0.000367129,0.000007438834,0.9327367,0.01975026,0.0321884],"study_design_scores_gemma":[0.000116959,0.00004624616,0.001847347,0.0001636903,0.0000387288,0.00001021266,0.01137922,0.00003642619,0.000001586801,0.002921715,0.983336,0.0001018284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1066644,0.04282572,0.00003850748,0.4123815,0.03364301,0.004566215,0.000174069,0.0003396391,0.399367],"genre_scores_gemma":[0.9430937,0.0484779,0.0000137768,0.004444599,0.0007778272,0.0005922707,0.00001852609,0.00001495321,0.002566485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9635858,"threshold_uncertainty_score":0.9976003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388835558","doi":"10.58440/ihr-29-2-i01","title":"New appointment of the Hydrographer General of Canada and Director General of the Canadian Hydrographic Service","year":2023,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fisheries and Oceans Canada; Canadian Space Agency; Government of Canada; Global Affairs Canada; Australian Government","keywords":"Hydrography; Service (business); Hydrographic survey; Director general; Geography; Oceanography; Operations research; Business; Cartography; Management; Engineering; Geology; Economics; Marketing","authors":[{"name":"Fisheries and Oceans Canada","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02063583019247453,"gpt":0.2830704585711027,"spread":0.2624346283786282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008890728,0.0001501462,0.0003090724,0.0001071533,0.0004962892,0.00001382499,0.001106085,0.00004658415,0.0000852184],"category_scores_gemma":[0.0001173982,0.0000763321,0.0002871216,0.001976355,0.0006621504,0.00004347992,0.0002035079,0.0001402096,9.070226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006925035,"about_ca_system_score_gemma":0.001110553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840119,"about_ca_topic_score_gemma":0.9957139,"domain_scores_codex":[0.9978936,0.0002700643,0.0004642734,0.0001745917,0.0008904781,0.0003069813],"domain_scores_gemma":[0.9988325,0.0001298312,0.0003767443,0.0003722212,0.0001552995,0.0001334192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003699412,0.000147184,0.4105503,0.001964799,0.00389822,0.000009791849,0.01464881,0.00027581,0.0003775202,0.2892367,0.2381821,0.04067173],"study_design_scores_gemma":[0.0004126694,0.00003789485,0.24164,0.002333835,0.0004118833,0.00001171793,0.0005409671,0.0002519618,0.0002200129,0.01297946,0.7408112,0.0003484929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7385067,0.02886979,9.565094e-7,0.2055978,0.001108051,0.001357562,0.0001299062,0.0000284561,0.02440071],"genre_scores_gemma":[0.9706723,0.02509434,0.00003843311,0.002419413,0.0001555761,0.00003077902,0.000003711607,0.00001186753,0.001573587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.502629,"threshold_uncertainty_score":0.3817105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2469185830","doi":"","title":"The Effect of Data Density on the Accuracy of Foot-Line Determination Through Maximum Curvature Surface by Automatic Ridge-Tracing Algorithm","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bathymetry; Ridge; Curvature; Interval (graph theory); Line (geometry); Geodesy; Geology; Data set; Tracing; Algorithm; Mathematics; Geometry; Computer science; Statistics","authors":[{"name":"Ziqiang Ou","is_ca":true},{"name":"Petr Vaníček","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03423824243836975,"gpt":0.3217114808317822,"spread":0.2874732383934125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002783177,0.000149101,0.0002191481,0.00001163816,0.0001738147,0.00003414454,0.001486925,0.00003873258,0.0000296686],"category_scores_gemma":[0.0006342463,0.00006770083,0.000110328,0.0003936385,0.0003584992,0.0001621238,0.0003008682,0.0002168185,0.00003954625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143734,"about_ca_system_score_gemma":0.0000123651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002797979,"about_ca_topic_score_gemma":0.0000348341,"domain_scores_codex":[0.998109,0.0003610324,0.0004196977,0.0002380352,0.0007387101,0.0001335711],"domain_scores_gemma":[0.9968412,0.001531562,0.0004826488,0.001065264,0.00004583614,0.00003350576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002295629,0.0001023337,0.0007750657,0.0001679358,0.0001547306,0.000001292025,0.0002018245,0.0003514257,0.001510431,0.0003385876,0.03062567,0.9657478],"study_design_scores_gemma":[0.001179489,0.0007471898,0.003372037,0.004967542,0.0008675867,0.0001708923,0.0001001882,0.4819961,0.03101001,0.01344007,0.4614257,0.0007231949],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905127,0.0322747,0.00746209,0.04257233,0.000663089,0.003691121,0.0002483651,0.000105408,0.007855896],"genre_scores_gemma":[0.9875481,0.009896033,0.001730001,0.0005064784,0.00005076827,0.00001154688,0.0001244883,0.00001669933,0.0001158555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9650245,"threshold_uncertainty_score":0.2763101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}