{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"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":"247e89c103df","filters":{"venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)"}},"results":[{"id":"W2083426016","doi":"10.1109/oceans.2003.178523","title":"Sediment classification based on repetitive multibeam bathymetry surveys of an offshore disposal site","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada","funders":"","keywords":"Bathymetry; Sonar; Geology; Submarine pipeline; Acoustic Doppler current profiler; Bedform; Sediment; Sediment transport; Oceanography; Remote sensing; Geomorphology; Current (fluid)","authors":[{"name":"Preston","is_ca":false},{"name":"Parrott","is_ca":true},{"name":"Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01764541320289335,"gpt":0.2430226713506705,"spread":0.2253772581477772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271481,0.0001898211,0.0001265575,0.001254575,0.0004534599,0.0004194085,0.000317441,0.0001331059,0.0006843556],"category_scores_gemma":[0.0004719048,0.000141796,0.00008579202,0.001042735,0.0002954046,0.0001206823,0.0002547163,0.0001445802,0.0003261182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775441,"about_ca_system_score_gemma":0.001612389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5619021,"about_ca_topic_score_gemma":0.8864412,"domain_scores_codex":[0.9998623,0.00001016109,0.00001036324,0.00002296179,0.00006645772,0.00002771765],"domain_scores_gemma":[0.9995435,0.0000281897,0.00008199123,0.00003473111,0.000258693,0.00005286426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001407593,0.00005108959,0.8894639,0.00005006025,0.00002546068,0.0006295824,0.0008356671,0.002769717,0.03218018,0.00007907494,0.001144578,0.0726299],"study_design_scores_gemma":[0.000003244902,0.00002405073,0.9943686,0.000009241704,0.000005199064,0.00009626927,0.0005659076,0.002044239,0.002027248,0.00001010813,0.0008393594,0.000006598245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996642,0.00003848726,0.001041441,0.00001959461,0.000003082238,0.00003230427,0.0005229186,0.00003499716,0.001665199],"genre_scores_gemma":[0.9910185,0.0000893676,0.004806899,0.00001297891,0.000001434258,0.0000164697,0.001675056,0.00001558595,0.002363713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619021,"threshold_uncertainty_score":0.8813559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538339835","doi":"10.1109/oceans.2003.178559","title":"Real-time monitoring of currents and water level at second narrows to improve port efficiency in Vancouver harbour","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Provincial Health Services Authority; Canadian Hydrographic Service; ASL Environmental Sciences (Canada)","funders":"Government of Canada","keywords":"Port (circuit theory); Current (fluid); Environmental science; Harbour; Bridge (graph theory); Marine engineering; Hydrography; Water level; Hydrology (agriculture); Current meter; Water flow; Meteorology; Oceanography; Engineering; Geology; Electrical engineering; Geography; Computer science; Geotechnical engineering; Environmental engineering","authors":[{"name":"Lemon","is_ca":true},{"name":"Chave","is_ca":true},{"name":"Clarke","is_ca":true},{"name":"Curran","is_ca":true},{"name":"Hinds","is_ca":true},{"name":"Thorn","is_ca":true},{"name":"Thomson","is_ca":true},{"name":"Badger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01477636805698541,"gpt":0.2315828522038922,"spread":0.2168064841469068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003170475,0.0004235717,0.0003220445,0.001173488,0.0007220405,0.0007343107,0.0005585808,0.0002383862,0.00131038],"category_scores_gemma":[0.0008396839,0.0002524093,0.0001479382,0.001171093,0.0002409149,0.000270516,0.0005747396,0.0003176844,0.0004088526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255396,"about_ca_system_score_gemma":0.002040129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5262219,"about_ca_topic_score_gemma":0.8208508,"domain_scores_codex":[0.9995733,0.00002754865,0.00001180404,0.00006495097,0.0002701899,0.00005222781],"domain_scores_gemma":[0.9991612,0.0000517536,0.00006463927,0.00002999842,0.0005416796,0.0001506392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008760547,0.000526722,0.7027065,0.0001669554,0.00009612701,0.001145137,0.002855496,0.006795228,0.1168646,0.0001529553,0.004832219,0.1629821],"study_design_scores_gemma":[0.00005994143,0.0003742886,0.9542136,0.00002838719,0.00003168702,0.0001382156,0.001417387,0.02373373,0.01377824,0.00003451591,0.00614392,0.00004607414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931063,0.00006770019,0.001852613,0.00006408527,0.00001384715,0.00009542105,0.0004693578,0.000262734,0.00406803],"genre_scores_gemma":[0.9892181,0.0001266831,0.004278645,0.00003348746,0.000005515215,0.00004687463,0.0006947746,0.0000325512,0.005563255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4737781,"threshold_uncertainty_score":0.9531366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041851313","doi":"10.1109/oceans.2003.178223","title":"Improving arrays for multi-angle swath bathymetry","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bathymetry; Transducer; Sonar; Multipath propagation; Angle of arrival; Acoustics; Crosstalk; Bandwidth (computing); Computer science; Geology; Optics; Physics; Telecommunications; Antenna (radio)","authors":[{"name":"John Bird","is_ca":true},{"name":"S. Asadov","is_ca":true},{"name":"P. Kraeutner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0248531087633615,"gpt":0.246770494821913,"spread":0.2219173860585515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053244,0.0007582378,0.0005782009,0.0006786307,0.0002130468,0.0007095068,0.000769562,0.0008944179,0.003185058],"category_scores_gemma":[0.003078523,0.0005699655,0.0003786518,0.0007357039,0.0002461324,0.00148173,0.001087736,0.0006989674,0.00252631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107699,"about_ca_system_score_gemma":0.0002933068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592956,"about_ca_topic_score_gemma":0.0009790312,"domain_scores_codex":[0.9980226,0.0003607633,0.00010901,0.0003636496,0.0009369385,0.0002071254],"domain_scores_gemma":[0.9969549,0.0007313034,0.0003806986,0.0004401614,0.001410033,0.00008292663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001537983,0.00007481995,0.003249629,0.0001054901,0.0000397869,0.000107861,0.0002753598,0.01413881,0.7667701,0.001516256,0.001926877,0.2116412],"study_design_scores_gemma":[0.0001153623,0.001955387,0.02145863,0.00007977982,0.0001750017,0.001490696,0.0003985635,0.2061302,0.7221564,0.002641207,0.0432017,0.0001970726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1662001,0.0004777821,0.8239388,0.0004320483,0.0001966497,0.00008160988,0.0001382878,0.00303165,0.005503021],"genre_scores_gemma":[0.2625202,0.0005005713,0.7294139,0.0003969835,0.0001909289,0.0001156439,0.0003538464,0.0002604664,0.006247533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003185058,"threshold_uncertainty_score":0.01065511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091131663","doi":"10.1109/oceans.2003.178239","title":"Propulsive performance of the autonomous underwater vehicle \"C-SCOUT\"","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"National Research Council Canada","keywords":"Underwater; Marine engineering; Computer science; Intervention AUV; Remotely operated underwater vehicle; Propulsive efficiency; Aeronautics; Environmental science; Aerospace engineering; Engineering; Mobile robot; Propulsion; Artificial intelligence; Geology; Robot; Oceanography","authors":[{"name":"Roy Thomas","is_ca":true},{"name":"Neil Bose","is_ca":true},{"name":"Christopher Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00869932743611406,"gpt":0.1891570097411082,"spread":0.1804576823049942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001838764,0.0003477971,0.0002157062,0.0003128794,0.000306314,0.0002694034,0.0002724108,0.0003797254,0.00196275],"category_scores_gemma":[0.0005158397,0.0001149375,0.00009234397,0.0001229043,0.0002316453,0.0002306283,0.000415739,0.0002090247,0.0004340147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174577,"about_ca_system_score_gemma":0.0004096598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008740896,"about_ca_topic_score_gemma":0.005962264,"domain_scores_codex":[0.9999088,0.000007122005,0.000003537044,0.0000139021,0.00004329516,0.00002337122],"domain_scores_gemma":[0.9997155,0.0000804984,0.00002089744,0.00001526478,0.0001130159,0.00005491828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007739913,0.0005133215,0.02172212,0.0003462208,0.00009998668,0.001251906,0.0008091098,0.1211682,0.7189249,0.001005496,0.006536449,0.1198825],"study_design_scores_gemma":[0.0003964416,0.01892614,0.07036123,0.00006504091,0.0001022013,0.0007260665,0.00132947,0.5356144,0.3602369,0.0008158074,0.01124336,0.0001828674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960102,0.00005778863,0.0007061176,0.00002739388,0.00002362336,0.000008631992,0.00008990292,0.00008287886,0.002993455],"genre_scores_gemma":[0.9956734,0.0000419894,0.0003135833,0.00001802571,0.000003915856,0.000004398779,0.0002652623,0.00001327219,0.003666103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008740896,"threshold_uncertainty_score":0.01738006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049384739","doi":"10.1109/oceans.2003.178020","title":"Toxicity of emamectin benzoate in commercial fish feed to adults of the spot prawn and dungeness crab","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Emamectin benzoate; Fishery; Biology; Aquaculture; Prawn; Lepeophtheirus; Toxicology; Fish <Actinopterygii>; Ecology; Pesticide","authors":[{"name":"Graham C. van Aggelen","is_ca":false},{"name":"M. Linssen","is_ca":false},{"name":"R. G. Endris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008062059851767597,"gpt":0.2505252014567213,"spread":0.2424631416049537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008990728,0.0001467066,0.00007770184,0.0001233148,0.0002097487,0.000168091,0.0001681984,0.0002201592,0.001843657],"category_scores_gemma":[0.0001756618,0.00008030489,0.0001265241,0.0001202354,0.0001761109,0.0001320513,0.0001126572,0.0001825684,0.0002340755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439902,"about_ca_system_score_gemma":0.0002439754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372889,"about_ca_topic_score_gemma":0.0292914,"domain_scores_codex":[0.9999317,0.00001487825,0.000004177545,0.00001065841,0.00002241003,0.00001623094],"domain_scores_gemma":[0.9998963,0.00001591197,0.00002659237,0.000007857391,0.00003079795,0.00002261394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001689387,0.0002388885,0.02255306,0.000146609,0.00004830522,0.000327398,0.0001325687,0.0003197815,0.9531518,0.00008345971,0.0003265876,0.02098216],"study_design_scores_gemma":[0.00006632125,0.02211559,0.246059,0.00004029099,0.00009512901,0.0007061419,0.0005117539,0.00111892,0.7242889,0.00007242086,0.004912533,0.00001293342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998379,0.0003266311,0.0001049546,0.00003199192,0.000004491134,0.000009546291,0.00006096138,0.000006579861,0.001075763],"genre_scores_gemma":[0.9946539,0.0005717339,0.0003967273,0.00005181613,0.000003399567,0.000009910674,0.0001389331,0.000004103508,0.004169342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372889,"threshold_uncertainty_score":0.02729797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969967757","doi":"10.1109/oceans.2003.178275","title":"An alternate analysis for the second-order high frequency bistatic radar cross section of the ocean surface - patch scatter and its inversion","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bistatic radar; Geology; Inversion (geology); Remote sensing; Radar; Radar cross-section; Surface wave; Radar engineering details; Acoustics; Radar imaging; Physics; Computer science; Optics; Telecommunications; Seismology","authors":[{"name":"Eric W. Gill","is_ca":true},{"name":"Weimin Huang","is_ca":true},{"name":"Jianjun Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008822433865879796,"gpt":0.214567211456737,"spread":0.2057447775908572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004911033,0.0004072263,0.0001624191,0.000532445,0.0001744398,0.0005511622,0.0003864171,0.0002594893,0.002354023],"category_scores_gemma":[0.001603737,0.0001261928,0.000393975,0.0001976592,0.000384714,0.0007415473,0.0004790054,0.0005288235,0.0004325418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214445,"about_ca_system_score_gemma":0.0003652051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502116,"about_ca_topic_score_gemma":0.001632516,"domain_scores_codex":[0.9998155,0.00002965347,0.00000693135,0.00003501631,0.00009024657,0.00002271183],"domain_scores_gemma":[0.9995317,0.0002071953,0.00004027933,0.0000709388,0.0001333766,0.00001654504],"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":[0.00009941134,0.00009979423,0.006642223,0.00022475,0.0001003237,0.0006390655,0.0003406446,0.2749428,0.1978587,0.3521988,0.00207611,0.1647774],"study_design_scores_gemma":[0.000004474462,0.00005640923,0.002813399,0.00001139395,0.0000151569,0.0006767678,0.00005591833,0.951703,0.02088345,0.02006799,0.003694753,0.00001727925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02682156,0.0001218496,0.9688301,0.00007712078,0.00003515648,0.00001144775,0.00004260667,0.00009149886,0.003968641],"genre_scores_gemma":[0.7338461,0.000618457,0.2566766,0.0002137722,0.0001318198,0.00004870775,0.0003028157,0.0002209399,0.007940649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002354023,"threshold_uncertainty_score":0.007875025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3149930999","doi":"","title":"Acoustic propagation in an Arctic shallow-water environment","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Geology; Waves and shallow water; Transmission loss; Seabed; Hydrophone; Broadband; Acoustics; Channel (broadcasting); Permafrost; Remote sensing; Seismology; Oceanography; Telecommunications; Engineering","authors":[{"name":"Francine Desharnais","is_ca":true},{"name":"Garry J. Heard","is_ca":true},{"name":"Gordon R. Ebbeson","is_ca":true},{"name":"David J. Thomson","is_ca":true},{"name":"Douglas J. Schillinger","is_ca":false},{"name":"R. Seyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494919874359457,"gpt":0.2186759484395238,"spread":0.2037267496959292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695583,0.0002268573,0.0001440068,0.0001908723,0.0003106546,0.00030572,0.0001095145,0.0001674954,0.0001909916],"category_scores_gemma":[0.0003228656,0.0001250347,0.00008787686,0.0002049021,0.0002369518,0.0001813531,0.0002322701,0.000169556,0.0001024695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756886,"about_ca_system_score_gemma":0.0003437105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797905,"about_ca_topic_score_gemma":0.01701593,"domain_scores_codex":[0.9999213,0.00001678748,0.000002304223,0.00001032991,0.00003444395,0.00001479795],"domain_scores_gemma":[0.9998585,0.00004994757,0.00001886923,0.000007062493,0.00004815171,0.00001743256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001316583,0.0001455455,0.08590344,0.0001416805,0.00004816922,0.002001331,0.001389026,0.122858,0.7326189,0.001048639,0.000500267,0.05202844],"study_design_scores_gemma":[0.0001338574,0.003505742,0.1713621,0.00005028146,0.0002030887,0.001262399,0.003063347,0.5076184,0.3067681,0.002096387,0.003808245,0.0001279264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965238,0.00002508254,0.002906219,0.00001435006,0.000003287128,0.000002801921,0.00003535303,0.00002273352,0.0004662137],"genre_scores_gemma":[0.9975592,0.0001322441,0.001822071,0.000008345269,0.000003153894,0.00000315053,0.00004712553,0.000004397866,0.0004203166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797905,"threshold_uncertainty_score":0.03574884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039201441","doi":"10.1109/oceans.2003.178339","title":"The use of acoustic ground discrimination as a precursor to the estimation of shellfish abundance","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","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":"Fisheries and Oceans Canada","funders":"","keywords":"Abundance (ecology); Shellfish; Estimation; Computer science; Acoustics; Abundance estimation; Environmental science; Fishery; Engineering; Physics; Fish <Actinopterygii>; Biology; Aquatic animal","authors":[{"name":"K. S. Naidu","is_ca":true},{"name":"E.M. Seward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01871615143102415,"gpt":0.2362325956625527,"spread":0.2175164442315285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168682,0.000483108,0.0002885011,0.002660952,0.000336812,0.0008015067,0.0005035419,0.0004437998,0.004622268],"category_scores_gemma":[0.003525147,0.0002916274,0.0002029159,0.001527362,0.0003691532,0.0006325907,0.0005500129,0.000482184,0.003273575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211377,"about_ca_system_score_gemma":0.0005469316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226813,"about_ca_topic_score_gemma":0.03453277,"domain_scores_codex":[0.9995908,0.0001474647,0.00002716737,0.00008512096,0.000122885,0.00002659307],"domain_scores_gemma":[0.9974412,0.001171452,0.0002186558,0.0002418742,0.0008546786,0.00007219945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002066741,0.0001280419,0.0986371,0.0003835618,0.0000552669,0.0001759096,0.0004628866,0.001466926,0.07238256,0.00132756,0.00490514,0.8198684],"study_design_scores_gemma":[0.0000572994,0.002380313,0.7460989,0.000677094,0.0003320979,0.002894955,0.002418502,0.03070538,0.09997287,0.007143281,0.107118,0.0002013622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.280736,0.004701686,0.5831728,0.0009109159,0.0008756083,0.001048441,0.005749397,0.002374462,0.1204307],"genre_scores_gemma":[0.3892711,0.006199725,0.5602092,0.0004895111,0.0004036624,0.0004567948,0.002778596,0.0002362499,0.0399552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01226813,"threshold_uncertainty_score":0.02439344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010936992","doi":"10.1109/oceans.2003.178606","title":"Transport properties of offshore discharged synthetic based drilling cuttings","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Settling; Drilling fluid; Cutting; Flocculation; Drill cuttings; Salinity; Shear (geology); Shear stress; Steady state (chemistry); Drilling; Petroleum engineering; Geotechnical engineering; Geology; Materials science; Environmental engineering; Chemistry; Environmental science; Composite material; Botany; Oceanography","authors":[{"name":"Niu","is_ca":true},{"name":"Husain","is_ca":true},{"name":"Neil Bose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007601547199489509,"gpt":0.1723123037312594,"spread":0.1647107565317698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860522,0.0002236384,0.0001902734,0.0003443975,0.0001559315,0.0003653021,0.0001982712,0.0002744685,0.0004087716],"category_scores_gemma":[0.0003515066,0.000100093,0.0002553044,0.0002496259,0.0001601003,0.0003481897,0.000168733,0.0002600473,0.00007682155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882271,"about_ca_system_score_gemma":0.0002387775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532,"about_ca_topic_score_gemma":0.002681437,"domain_scores_codex":[0.9998277,0.00001458276,0.00001552626,0.00002818955,0.00009105253,0.00002289832],"domain_scores_gemma":[0.9997918,0.0000278081,0.00007540938,0.000006027393,0.00008447624,0.00001448718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008001424,0.00001173249,0.00262913,0.00007888379,0.000004776139,0.00007664983,0.00006657965,0.0004672255,0.9932147,0.00004554037,0.00001691434,0.003307842],"study_design_scores_gemma":[0.00001040312,0.0008899989,0.03773414,0.00002636419,0.00003039745,0.000312616,0.0005580109,0.006679596,0.9514768,0.00008177903,0.002171459,0.00002843353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998557,0.0001917744,0.0009173069,0.000008905023,0.000003624829,0.000007503861,0.00007212797,0.000008579679,0.0002331664],"genre_scores_gemma":[0.9971615,0.0002529145,0.001555326,0.00001137339,0.000001976681,0.00001040155,0.0001964639,0.000007884438,0.000802187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002532,"threshold_uncertainty_score":0.005034506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3151488591","doi":"","title":"Transport properties of offshore discharged synthetic based drilling cuttings","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Settling; Cutting; Drilling fluid; Flocculation; Drill cuttings; Shear (geology); Salinity; Steady state (chemistry); Shear stress; Geotechnical engineering; Geology; Petroleum engineering; Drilling; Chemistry; Materials science; Environmental engineering; Environmental science; Botany; Oceanography; Composite material; Petrology","authors":[{"name":"Haibo Niu","is_ca":true},{"name":"Tahir Husain","is_ca":true},{"name":"Brian Veitch","is_ca":true},{"name":"Neil Bose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007601547199489509,"gpt":0.1723123037312594,"spread":0.1647107565317698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001860522,0.0002236384,0.0001902734,0.0003443975,0.0001559315,0.0003653021,0.0001982712,0.0002744685,0.0004087716],"category_scores_gemma":[0.0003515066,0.000100093,0.0002553044,0.0002496259,0.0001601003,0.0003481897,0.000168733,0.0002600473,0.00007682155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882271,"about_ca_system_score_gemma":0.0002387775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532,"about_ca_topic_score_gemma":0.002681437,"domain_scores_codex":[0.9998277,0.00001458276,0.00001552626,0.00002818955,0.00009105253,0.00002289832],"domain_scores_gemma":[0.9997918,0.0000278081,0.00007540938,0.000006027393,0.00008447624,0.00001448718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008001424,0.00001173249,0.00262913,0.00007888379,0.000004776139,0.00007664983,0.00006657965,0.0004672255,0.9932147,0.00004554037,0.00001691434,0.003307842],"study_design_scores_gemma":[0.00001040312,0.0008899989,0.03773414,0.00002636419,0.00003039745,0.000312616,0.0005580109,0.006679596,0.9514768,0.00008177903,0.002171459,0.00002843353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998557,0.0001917744,0.0009173069,0.000008905023,0.000003624829,0.000007503861,0.00007212797,0.000008579679,0.0002331664],"genre_scores_gemma":[0.9971615,0.0002529145,0.001555326,0.00001137339,0.000001976681,0.00001040155,0.0001964639,0.000007884438,0.000802187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002532,"threshold_uncertainty_score":0.005034506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171877931","doi":"10.1109/oceans.2003.178380","title":"Geoacoustic model parameter estimation using a bottom moored hydrophone array","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","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":"University of Victoria","funders":"","keywords":"Hydrophone; Geology; Acoustics; Inversion (geology); Seismology; Geodesy; Oceanography; Physics","authors":[{"name":"R.M.S. Barlee","is_ca":true},{"name":"Michael J. Wilmut","is_ca":true},{"name":"N. Ross Chapman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02157807014702969,"gpt":0.2403382717585477,"spread":0.218760201611518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002684465,0.000289278,0.0002485332,0.0003439558,0.0001650665,0.0003566759,0.0001838065,0.0003253332,0.0008677928],"category_scores_gemma":[0.001346668,0.0001359839,0.0001994108,0.0002153332,0.000178974,0.0005320781,0.0002760002,0.0002880709,0.0003958853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682989,"about_ca_system_score_gemma":0.0002411594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890498,"about_ca_topic_score_gemma":0.005654825,"domain_scores_codex":[0.9998241,0.00003233828,0.000008914827,0.00002725908,0.00009283086,0.00001454621],"domain_scores_gemma":[0.9996716,0.0001395434,0.00002933917,0.0000550583,0.00009409367,0.00001040461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005856478,0.0001397456,0.0210613,0.0001551917,0.00008390901,0.0003050259,0.0004110513,0.2719373,0.3886764,0.001264554,0.001211609,0.3141682],"study_design_scores_gemma":[0.00002895674,0.0004171412,0.01419429,0.00001445171,0.00003517385,0.0003481023,0.0001403402,0.8619056,0.1197009,0.0007636839,0.002382349,0.00006897309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6311486,0.0001199012,0.3638145,0.0001776207,0.00003619586,0.00006105865,0.0002965295,0.001211882,0.003133783],"genre_scores_gemma":[0.9071579,0.00008239812,0.09131922,0.00003465961,0.000008231891,0.00002590735,0.0002953234,0.0000391848,0.001037148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003890498,"threshold_uncertainty_score":0.00773567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039678328","doi":"10.1109/oceans.2003.178077","title":"Continuous monitoring approaches to quantify water quality fluctuations from rainbow trout cage aquaculture","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Fish Ecology and 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":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Rainbow trout; Environmental science; Water quality; Aquaculture; Cage; Current (fluid); Trout; Fish farming; Water column; Phosphorus; Fishery; Fish <Actinopterygii>; Ecology; Chemistry; Biology; Oceanography; Geology","authors":[{"name":"G. K. Reid","is_ca":true},{"name":"Richard D. Moccia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04144559049178337,"gpt":0.2405906543707826,"spread":0.1991450638789992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003772308,0.0002495193,0.0002594386,0.0006065533,0.0002501617,0.0003449622,0.000422767,0.000215377,0.000603693],"category_scores_gemma":[0.0005076774,0.0001671818,0.0001909189,0.0006946321,0.0001675171,0.0002745908,0.0005325467,0.0002884326,0.0001759191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134911,"about_ca_system_score_gemma":0.0003254206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008666403,"about_ca_topic_score_gemma":0.02485049,"domain_scores_codex":[0.999648,0.00003095559,0.00001973372,0.0001134161,0.0001628366,0.00002509161],"domain_scores_gemma":[0.9995831,0.00003986884,0.0001507638,0.00003097928,0.0001532164,0.00004206368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004103725,0.0002081003,0.5782374,0.0001125253,0.0001378141,0.00008767794,0.000582321,0.001388521,0.369439,0.00009406981,0.0005564585,0.04874589],"study_design_scores_gemma":[0.00001069058,0.0004907789,0.9776295,0.000008058614,0.00004153724,0.00005307113,0.0001854282,0.004011489,0.01675196,0.00004592162,0.0007590676,0.00001247305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979053,0.0002153691,0.01757401,0.00002100899,0.00001404762,0.0001272115,0.001148979,0.0001802822,0.001666193],"genre_scores_gemma":[0.9770401,0.0001507247,0.01930028,0.00005262914,0.00001631863,0.0003364218,0.001964178,0.00002513936,0.001114246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008666403,"threshold_uncertainty_score":0.01723188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000190397","doi":"10.1109/oceans.2003.178513","title":"Acoustic propagation in an Arctic shallow-water environment","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","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":"Defence Research and Development Canada","funders":"","keywords":"Geology; Waves and shallow water; Seabed; Transmission loss; Hydrophone; Acoustics; Broadband; Channel (broadcasting); Permafrost; Remote sensing; Oceanography; Telecommunications; Engineering","authors":[{"name":"Desharnais","is_ca":true},{"name":"Heard","is_ca":true},{"name":"Ebbeson","is_ca":true},{"name":"Thomson","is_ca":true},{"name":"Schillinger","is_ca":false},{"name":"Seyan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494919874359457,"gpt":0.2186759484395238,"spread":0.2037267496959292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695583,0.0002268573,0.0001440068,0.0001908723,0.0003106546,0.00030572,0.0001095145,0.0001674954,0.0001909916],"category_scores_gemma":[0.0003228656,0.0001250347,0.00008787686,0.0002049021,0.0002369518,0.0001813531,0.0002322701,0.000169556,0.0001024695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756886,"about_ca_system_score_gemma":0.0003437105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797905,"about_ca_topic_score_gemma":0.01701593,"domain_scores_codex":[0.9999213,0.00001678748,0.000002304223,0.00001032991,0.00003444395,0.00001479795],"domain_scores_gemma":[0.9998585,0.00004994757,0.00001886923,0.000007062493,0.00004815171,0.00001743256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001316583,0.0001455455,0.08590344,0.0001416805,0.00004816922,0.002001331,0.001389026,0.122858,0.7326189,0.001048639,0.000500267,0.05202844],"study_design_scores_gemma":[0.0001338574,0.003505742,0.1713621,0.00005028146,0.0002030887,0.001262399,0.003063347,0.5076184,0.3067681,0.002096387,0.003808245,0.0001279264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965238,0.00002508254,0.002906219,0.00001435006,0.000003287128,0.000002801921,0.00003535303,0.00002273352,0.0004662137],"genre_scores_gemma":[0.9975592,0.0001322441,0.001822071,0.000008345269,0.000003153894,0.00000315053,0.00004712553,0.000004397866,0.0004203166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797905,"threshold_uncertainty_score":0.03574884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003371223","doi":"10.1109/oceans.2003.178417","title":"Performance evaluation of two neural network-based models for predicting sea ice concentration","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Artificial neural network; Sea ice; Computer science; Artificial intelligence; Geology; Climatology","authors":[{"name":"Ahmed El‐Rabbany","is_ca":true},{"name":"Mohammed El-Diasty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01942839257355573,"gpt":0.2316825423720289,"spread":0.2122541497984732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002451693,0.001581883,0.0009224134,0.0007514001,0.0005215821,0.0009965906,0.001158632,0.001340234,0.001155103],"category_scores_gemma":[0.004681871,0.0004631167,0.0006406872,0.0005713576,0.0003832284,0.000770859,0.0006191172,0.0009487568,0.0003512068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481587,"about_ca_system_score_gemma":0.001515826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09656654,"about_ca_topic_score_gemma":0.05344633,"domain_scores_codex":[0.9994643,0.0001777391,0.00004720918,0.0001405271,0.0001072066,0.00006296607],"domain_scores_gemma":[0.9967995,0.00177634,0.0001680929,0.0001220408,0.0009958192,0.0001382647],"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":[0.0008749333,0.0002983304,0.0103301,0.00009366342,0.0002014964,0.00004045723,0.00004138195,0.9385058,0.001186093,0.0002740834,0.0009351401,0.04721852],"study_design_scores_gemma":[0.00001292088,0.00007724272,0.00066811,0.00000368419,0.00001427717,0.000003058431,0.000006321871,0.9986309,0.0004856235,0.00004424818,0.00004853922,0.000005035124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343138,0.002093635,0.05256833,0.0008322453,0.0003104534,0.0001197401,0.0007639563,0.001615707,0.007382076],"genre_scores_gemma":[0.9882252,0.0002500578,0.009094068,0.00006157214,0.00003311168,0.00006509214,0.0006199339,0.00003484952,0.001616036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09656654,"threshold_uncertainty_score":0.1920089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148984774","doi":"","title":"Sediment classification based on repetitive multibeam bathymetry surveys of an offshore disposal site","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Quest University Canada","funders":"","keywords":"Bathymetry; Geology; Sonar; Submarine pipeline; Acoustic Doppler current profiler; Bedform; Sediment; Oceanography; Sediment transport; Remote sensing; Geomorphology; Current (fluid)","authors":[{"name":"J.M. Preston","is_ca":true},{"name":"D R Parrott","is_ca":false},{"name":"William T. Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01764541320289335,"gpt":0.2430226713506705,"spread":0.2253772581477772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271481,0.0001898211,0.0001265575,0.001254575,0.0004534599,0.0004194085,0.000317441,0.0001331059,0.0006843556],"category_scores_gemma":[0.0004719048,0.000141796,0.00008579202,0.001042735,0.0002954046,0.0001206823,0.0002547163,0.0001445802,0.0003261182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775441,"about_ca_system_score_gemma":0.001612389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5619021,"about_ca_topic_score_gemma":0.8864412,"domain_scores_codex":[0.9998623,0.00001016109,0.00001036324,0.00002296179,0.00006645772,0.00002771765],"domain_scores_gemma":[0.9995435,0.0000281897,0.00008199123,0.00003473111,0.000258693,0.00005286426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001407593,0.00005108959,0.8894639,0.00005006025,0.00002546068,0.0006295824,0.0008356671,0.002769717,0.03218018,0.00007907494,0.001144578,0.0726299],"study_design_scores_gemma":[0.000003244902,0.00002405073,0.9943686,0.000009241704,0.000005199064,0.00009626927,0.0005659076,0.002044239,0.002027248,0.00001010813,0.0008393594,0.000006598245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996642,0.00003848726,0.001041441,0.00001959461,0.000003082238,0.00003230427,0.0005229186,0.00003499716,0.001665199],"genre_scores_gemma":[0.9910185,0.0000893676,0.004806899,0.00001297891,0.000001434258,0.0000164697,0.001675056,0.00001558595,0.002363713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619021,"threshold_uncertainty_score":0.8813559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087719439","doi":"10.1109/oceans.2003.178326","title":"Hybrid simulation of a distributed control system for the \"C-SCOUT\" autonomous underwater vehicle (AUV)","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Modular design; Troubleshooting; Robustness (evolution); Computer science; Architecture; Flexibility (engineering); Distributed control system; Control system; Embedded system; Distributed computing; Control engineering; Real-time computing; Control (management); Engineering; Operating system; Artificial intelligence","authors":[{"name":"Samantha Taylor","is_ca":true},{"name":"Neil Bose","is_ca":true},{"name":"Siu O’Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007639663212126365,"gpt":0.2050999368171657,"spread":0.1974602736050393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997518,0.00030175,0.0002377345,0.0002382487,0.0004253263,0.0005378798,0.0003760179,0.0004070266,0.005124993],"category_scores_gemma":[0.0004958736,0.0001296337,0.0001960099,0.0001389344,0.000316471,0.0003327828,0.0004753869,0.0003022628,0.0002672017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005704704,"about_ca_system_score_gemma":0.000643747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253976,"about_ca_topic_score_gemma":0.009928236,"domain_scores_codex":[0.999897,0.00002782365,0.000004536493,0.00001991473,0.00004006212,0.00001063522],"domain_scores_gemma":[0.999767,0.0001095034,0.00001200319,0.00002150044,0.00006330092,0.00002669025],"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":[0.0001863765,0.00003806519,0.001018248,0.00003018029,0.00001580168,0.0001121846,0.00007137625,0.9669575,0.00781437,0.002358702,0.00164212,0.01975507],"study_design_scores_gemma":[0.00001979461,0.00004569557,0.0001383105,0.000001663077,0.000003339117,0.000006579462,0.00000881166,0.996936,0.001414672,0.0003033449,0.001118112,0.0000037731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4712029,0.0002410351,0.4779477,0.0006649341,0.0002736902,0.0002244489,0.0004975424,0.004915925,0.04403177],"genre_scores_gemma":[0.9645341,0.00004467407,0.02933076,0.00003671734,0.00001018289,0.00008707657,0.0001925205,0.00007430006,0.005689587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01253976,"threshold_uncertainty_score":0.02493352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998528835","doi":"10.1109/oceans.2003.178422","title":"Yukon artificial reef monitoring project. Data collection using volunteer research divers","year":2003,"lang":"en","type":"article","venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)","topic":"Marine and fisheries research","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":"Reef; Artificial reef; Fish <Actinopterygii>; Fishery; Scuba diving; Geography; Invertebrate; Oceanography; Citizen science; Ecology; Archaeology; Geology; Biology","authors":[{"name":"N. Barger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1010302950661017,"gpt":0.330062741340977,"spread":0.2290324462748753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158891,0.0002304298,0.000161965,0.000616412,0.0006239327,0.0004687749,0.0004016748,0.0002220981,0.005757298],"category_scores_gemma":[0.0006759169,0.0001900852,0.0000993674,0.001035692,0.000131623,0.0003143028,0.0005496874,0.0003170883,0.001390474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865109,"about_ca_system_score_gemma":0.004359345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5443192,"about_ca_topic_score_gemma":0.7748846,"domain_scores_codex":[0.9998298,0.00002530025,0.00001925075,0.00003563343,0.00006199125,0.00002795863],"domain_scores_gemma":[0.9992641,0.00002418163,0.00009085654,0.00005345104,0.0004797116,0.00008776347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004627743,0.0001116731,0.3318045,0.0005230065,0.0001520151,0.0003375233,0.0006268009,0.0005098984,0.002706919,0.001089382,0.5454825,0.116193],"study_design_scores_gemma":[0.00008709414,0.00007138049,0.7642776,0.00009930104,0.00005360968,0.0001189207,0.0009836347,0.001645855,0.001020942,0.000177253,0.2314402,0.00002423925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2603557,0.001837692,0.0041086,0.00282737,0.0003906441,0.0009708756,0.6368935,0.001093241,0.0915224],"genre_scores_gemma":[0.5262094,0.001451086,0.01715302,0.0009908607,0.00003982527,0.001906504,0.3521175,0.000209367,0.09992236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5443192,"threshold_uncertainty_score":0.9167289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}