{"meta":{"query_hash":"247e89c103df","filters":{"venue":"Oceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492)"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/247e89c103df","api":"https://metacan.xera.ac/api/v1/cohort?venue=Oceans+2003.+Celebrating+the+Past+...+Teaming+Toward+the+Future+%28IEEE+Cat.+No.03CH37492%29"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014776368056985408,"score_gpt":0.23158285220389221,"score_spread":0.2168064841469068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538339835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931063,0.00006770019,0.0018526126,0.000064085274,0.000013847151,0.00009542105,0.00046935782,0.000262734,0.0040680296],"genre_scores_gemma":[0.9892181,0.00012668311,0.0042786454,0.000033487457,0.000005515215,0.000046874633,0.00069477456,0.000032551205,0.0055632554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995733,0.000027548647,0.000011804044,0.000064950975,0.00027018992,0.000052227813],"domain_scores_gemma":[0.99916124,0.0000517536,0.00006463927,0.000029998424,0.0005416796,0.00015063921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031704752,0.00042357174,0.0003220445,0.0011734879,0.0007220405,0.0007343107,0.0005585808,0.00023838619,0.0013103804],"category_scores_gemma":[0.0008396839,0.00025240926,0.00014793816,0.0011710927,0.0002409149,0.00027051603,0.0005747396,0.0003176844,0.00040885262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008760547,0.000526722,0.70270646,0.00016695537,0.000096127005,0.0011451375,0.0028554965,0.0067952275,0.11686461,0.00015295533,0.004832219,0.16298208],"study_design_scores_gemma":[0.00005994143,0.0003742886,0.95421356,0.00002838719,0.000031687017,0.00013821565,0.0014173874,0.02373373,0.013778241,0.000034515906,0.0061439197,0.000046074143],"about_ca_topic_score_codex":0.5262219,"about_ca_topic_score_gemma":0.82085085,"teacher_disagreement_score":0.47377813,"about_ca_system_score_codex":0.0022553962,"about_ca_system_score_gemma":0.0020401292,"threshold_uncertainty_score":0.9531366},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008822433865879796,"score_gpt":0.214567211456737,"score_spread":0.2057447775908572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969967757","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026821561,0.000121849574,0.9688301,0.00007712078,0.000035156485,0.00001144775,0.00004260667,0.000091498856,0.003968641],"genre_scores_gemma":[0.7338461,0.000618457,0.2566766,0.00021377216,0.00013181982,0.00004870775,0.00030281572,0.0002209399,0.007940649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998155,0.000029653467,0.0000069313496,0.00003501631,0.00009024657,0.000022711829],"domain_scores_gemma":[0.99953175,0.00020719526,0.000040279334,0.0000709388,0.0001333766,0.000016545036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049110333,0.00040722633,0.00016241908,0.000532445,0.00017443985,0.0005511622,0.00038641706,0.00025948932,0.0023540233],"category_scores_gemma":[0.0016037371,0.00012619281,0.000393975,0.00019765919,0.00038471396,0.00074154726,0.0004790054,0.0005288235,0.0004325418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009941134,0.00009979423,0.006642223,0.00022475001,0.000100323654,0.0006390655,0.00034064465,0.27494282,0.19785866,0.35219878,0.0020761096,0.1647774],"study_design_scores_gemma":[0.0000044744625,0.000056409226,0.0028133986,0.000011393949,0.000015156903,0.0006767678,0.00005591833,0.951703,0.02088345,0.02006799,0.0036947532,0.000017279248],"about_ca_topic_score_codex":0.001502116,"about_ca_topic_score_gemma":0.001632516,"teacher_disagreement_score":0.0023540233,"about_ca_system_score_codex":0.00022144447,"about_ca_system_score_gemma":0.00036520508,"threshold_uncertainty_score":0.007875025},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reef; Artificial reef; Fish <Actinopterygii>; Fishery; Scuba diving; Geography; Invertebrate; Oceanography; Citizen science; Ecology; Archaeology; Geology; Biology","score_opus":0.10103029506610169,"score_gpt":0.330062741340977,"score_spread":0.22903244627487535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998528835","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26035568,0.0018376916,0.0041086,0.0028273698,0.0003906441,0.00097087555,0.63689345,0.0010932412,0.091522396],"genre_scores_gemma":[0.5262094,0.0014510861,0.017153017,0.0009908607,0.000039825274,0.0019065038,0.3521175,0.00020936699,0.09992236],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99982977,0.000025300249,0.000019250754,0.00003563343,0.00006199125,0.000027958627],"domain_scores_gemma":[0.99926406,0.000024181632,0.00009085654,0.000053451044,0.0004797116,0.000087763474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158891,0.00023042981,0.00016196501,0.000616412,0.00062393275,0.0004687749,0.00040167477,0.00022209807,0.005757298],"category_scores_gemma":[0.0006759169,0.00019008516,0.0000993674,0.0010356919,0.00013162299,0.0003143028,0.0005496874,0.0003170883,0.0013904745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046277427,0.00011167313,0.33180454,0.0005230065,0.00015201513,0.00033752332,0.0006268009,0.00050989835,0.0027069186,0.0010893819,0.54548246,0.116193004],"study_design_scores_gemma":[0.000087094144,0.00007138049,0.76427764,0.00009930104,0.00005360968,0.000118920696,0.0009836347,0.0016458547,0.0010209423,0.00017725301,0.23144017,0.000024239249],"about_ca_topic_score_codex":0.54431915,"about_ca_topic_score_gemma":0.77488464,"teacher_disagreement_score":0.54431915,"about_ca_system_score_codex":0.0018651088,"about_ca_system_score_gemma":0.004359345,"threshold_uncertainty_score":0.91672885},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014949198743594568,"score_gpt":0.21867594843952382,"score_spread":0.20372674969592924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000190397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965238,0.000025082541,0.0029062189,0.000014350056,0.0000032871276,0.0000028019206,0.00003535303,0.000022733522,0.00046621368],"genre_scores_gemma":[0.9975592,0.0001322441,0.0018220714,0.000008345269,0.0000031538943,0.0000031505303,0.00004712553,0.0000043978657,0.0004203166],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999213,0.000016787477,0.0000023042235,0.000010329905,0.000034443954,0.000014797952],"domain_scores_gemma":[0.9998585,0.00004994757,0.000018869234,0.000007062493,0.00004815171,0.00001743256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016955829,0.00022685729,0.00014400683,0.00019087229,0.00031065464,0.00030572002,0.000109514534,0.00016749535,0.00019099156],"category_scores_gemma":[0.0003228656,0.00012503467,0.00008787686,0.00020490214,0.00023695178,0.00018135308,0.00023227009,0.00016955603,0.00010246954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013165832,0.00014554546,0.08590344,0.00014168055,0.00004816922,0.0020013312,0.0013890257,0.122858,0.7326189,0.0010486392,0.000500267,0.052028444],"study_design_scores_gemma":[0.00013385738,0.0035057424,0.17136215,0.000050281462,0.00020308865,0.0012623995,0.0030633467,0.50761837,0.30676815,0.0020963873,0.0038082446,0.00012792643],"about_ca_topic_score_codex":0.017979052,"about_ca_topic_score_gemma":0.017015927,"teacher_disagreement_score":0.017979052,"about_ca_system_score_codex":0.0002756886,"about_ca_system_score_gemma":0.0003437105,"threshold_uncertainty_score":0.03574884},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Artificial neural network; Sea ice; Computer science; Artificial intelligence; Geology; Climatology","score_opus":0.01942839257355573,"score_gpt":0.2316825423720289,"score_spread":0.21225414979847318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003371223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93431383,0.0020936348,0.052568328,0.0008322453,0.00031045338,0.00011974009,0.00076395634,0.0016157068,0.0073820762],"genre_scores_gemma":[0.9882252,0.00025005778,0.009094068,0.00006157214,0.000033111683,0.00006509214,0.0006199339,0.00003484952,0.0016160363],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946433,0.0001777391,0.00004720918,0.00014052706,0.0001072066,0.00006296607],"domain_scores_gemma":[0.99679947,0.0017763404,0.00016809288,0.00012204075,0.0009958192,0.0001382647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024516934,0.0015818833,0.0009224134,0.00075140013,0.0005215821,0.0009965906,0.001158632,0.0013402336,0.0011551027],"category_scores_gemma":[0.0046818713,0.0004631167,0.0006406872,0.0005713576,0.0003832284,0.00077085895,0.00061911717,0.0009487568,0.00035120684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087493326,0.00029833044,0.010330102,0.000093663424,0.00020149637,0.00004045723,0.000041381947,0.9385058,0.0011860927,0.0002740834,0.0009351401,0.047218516],"study_design_scores_gemma":[0.000012920881,0.000077242716,0.00066811003,0.0000036841896,0.000014277173,0.0000030584306,0.0000063218713,0.99863094,0.00048562346,0.000044248176,0.000048539216,0.0000050351236],"about_ca_topic_score_codex":0.096566536,"about_ca_topic_score_gemma":0.053446326,"teacher_disagreement_score":0.096566536,"about_ca_system_score_codex":0.0024815872,"about_ca_system_score_gemma":0.001515826,"threshold_uncertainty_score":0.19200891},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"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","score_opus":0.007601547199489509,"score_gpt":0.17231230373125936,"score_spread":0.16471075653176984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010936992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99855703,0.00019177438,0.0009173069,0.000008905023,0.0000036248287,0.0000075038606,0.00007212797,0.000008579679,0.00023316637],"genre_scores_gemma":[0.9971615,0.00025291453,0.0015553263,0.0000113733895,0.0000019766815,0.000010401554,0.00019646388,0.000007884438,0.000802187],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99982774,0.000014582763,0.00001552626,0.000028189546,0.00009105253,0.000022898319],"domain_scores_gemma":[0.9997918,0.000027808097,0.00007540938,0.0000060273933,0.00008447624,0.000014487177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018605219,0.00022363843,0.0001902734,0.0003443975,0.0001559315,0.00036530208,0.00019827115,0.00027446853,0.0004087716],"category_scores_gemma":[0.00035150663,0.00010009301,0.00025530445,0.00024962585,0.00016010035,0.00034818973,0.00016873301,0.00026004732,0.000076821554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008001424,0.00001173249,0.0026291301,0.00007888379,0.000004776139,0.00007664983,0.000066579654,0.00046722553,0.9932147,0.00004554037,0.000016914339,0.0033078417],"study_design_scores_gemma":[0.000010403116,0.00088999886,0.037734143,0.000026364185,0.000030397447,0.000312616,0.00055801094,0.006679596,0.95147675,0.00008177903,0.0021714591,0.00002843353],"about_ca_topic_score_codex":0.002532,"about_ca_topic_score_gemma":0.002681437,"teacher_disagreement_score":0.002532,"about_ca_system_score_codex":0.00038822705,"about_ca_system_score_gemma":0.00023877746,"threshold_uncertainty_score":0.0050345063},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.018716151431024147,"score_gpt":0.23623259566255267,"score_spread":0.21751644423152852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039201441","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.280736,0.0047016856,0.5831728,0.0009109159,0.0008756083,0.0010484408,0.0057493965,0.002374462,0.12043068],"genre_scores_gemma":[0.38927114,0.0061997254,0.56020916,0.00048951106,0.0004036624,0.00045679478,0.0027785958,0.00023624988,0.039955195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995908,0.00014746473,0.000027167374,0.000085120955,0.00012288505,0.00002659307],"domain_scores_gemma":[0.9974412,0.0011714525,0.00021865584,0.0002418742,0.00085467857,0.00007219945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016868196,0.00048310796,0.0002885011,0.002660952,0.00033681197,0.00080150674,0.0005035419,0.0004437998,0.0046222685],"category_scores_gemma":[0.0035251465,0.00029162742,0.00020291592,0.0015273622,0.0003691532,0.0006325907,0.00055001286,0.00048218397,0.003273575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020667407,0.0001280419,0.098637104,0.00038356177,0.000055266904,0.00017590958,0.00046288664,0.0014669264,0.07238256,0.0013275598,0.0049051396,0.81986845],"study_design_scores_gemma":[0.000057299396,0.0023803127,0.74609894,0.00067709404,0.0003320979,0.0028949552,0.0024185018,0.030705381,0.09997287,0.007143281,0.10711795,0.00020136217],"about_ca_topic_score_codex":0.012268125,"about_ca_topic_score_gemma":0.034532774,"teacher_disagreement_score":0.012268125,"about_ca_system_score_codex":0.0002211377,"about_ca_system_score_gemma":0.00054693164,"threshold_uncertainty_score":0.02439344},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04144559049178337,"score_gpt":0.24059065437078261,"score_spread":0.19914506387899925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039678328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97905296,0.00021536913,0.01757401,0.000021008986,0.00001404762,0.00012721146,0.0011489788,0.00018028224,0.0016661929],"genre_scores_gemma":[0.97704005,0.0001507247,0.019300284,0.00005262914,0.000016318634,0.00033642183,0.0019641784,0.000025139356,0.0011142455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999648,0.000030955594,0.000019733721,0.00011341611,0.00016283659,0.000025091613],"domain_scores_gemma":[0.99958307,0.00003986884,0.00015076376,0.000030979278,0.00015321639,0.000042063682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037723078,0.00024951927,0.0002594386,0.00060655334,0.0002501617,0.0003449622,0.00042276696,0.00021537697,0.000603693],"category_scores_gemma":[0.00050767744,0.00016718182,0.0001909189,0.0006946321,0.00016751708,0.00027459077,0.0005325467,0.0002884326,0.0001759191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004103725,0.00020810029,0.57823735,0.00011252532,0.00013781407,0.000087677945,0.000582321,0.0013885214,0.36943898,0.00009406981,0.00055645854,0.048745893],"study_design_scores_gemma":[0.00001069058,0.0004907789,0.97762954,0.000008058614,0.000041537238,0.000053071133,0.00018542823,0.0040114885,0.016751964,0.000045921617,0.0007590676,0.000012473049],"about_ca_topic_score_codex":0.008666403,"about_ca_topic_score_gemma":0.024850491,"teacher_disagreement_score":0.008666403,"about_ca_system_score_codex":0.00041349107,"about_ca_system_score_gemma":0.0003254206,"threshold_uncertainty_score":0.017231882},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.024853108763361498,"score_gpt":0.24677049482191302,"score_spread":0.22191738605855152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041851313","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16620006,0.00047778207,0.82393885,0.00043204828,0.00019664972,0.00008160988,0.0001382878,0.0030316503,0.0055030207],"genre_scores_gemma":[0.2625202,0.0005005713,0.72941387,0.00039698347,0.00019092887,0.00011564385,0.00035384638,0.00026046645,0.0062475326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99802256,0.00036076325,0.00010901001,0.0003636496,0.0009369385,0.00020712544],"domain_scores_gemma":[0.9969549,0.0007313034,0.00038069856,0.00044016136,0.001410033,0.00008292663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010532435,0.00075823785,0.00057820085,0.0006786307,0.00021304676,0.0007095068,0.00076956203,0.0008944179,0.0031850575],"category_scores_gemma":[0.003078523,0.00056996546,0.0003786518,0.0007357039,0.00024613237,0.0014817301,0.0010877355,0.00069896743,0.00252631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015379828,0.00007481995,0.0032496294,0.000105490115,0.0000397869,0.00010786102,0.00027535975,0.014138806,0.7667701,0.0015162564,0.0019268766,0.21164119],"study_design_scores_gemma":[0.00011536227,0.001955387,0.021458626,0.00007977982,0.00017500174,0.0014906959,0.00039856354,0.20613019,0.7221564,0.0026412066,0.043201696,0.00019707263],"about_ca_topic_score_codex":0.0004592956,"about_ca_topic_score_gemma":0.0009790312,"teacher_disagreement_score":0.0031850575,"about_ca_system_score_codex":0.00031076986,"about_ca_system_score_gemma":0.00029330683,"threshold_uncertainty_score":0.010655105},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emamectin benzoate; Fishery; Biology; Aquaculture; Prawn; Lepeophtheirus; Toxicology; Fish <Actinopterygii>; Ecology; Pesticide","score_opus":0.008062059851767597,"score_gpt":0.2505252014567213,"score_spread":0.2424631416049537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049384739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998379,0.00032663107,0.0001049546,0.000031991916,0.0000044911344,0.000009546291,0.00006096138,0.0000065798613,0.0010757634],"genre_scores_gemma":[0.99465394,0.0005717339,0.0003967273,0.000051816125,0.0000033995668,0.000009910674,0.00013893309,0.0000041035078,0.0041693416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999317,0.000014878255,0.0000041775447,0.00001065841,0.00002241003,0.000016230944],"domain_scores_gemma":[0.9998963,0.00001591197,0.000026592372,0.000007857391,0.000030797954,0.00002261394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008990728,0.0001467066,0.000077701836,0.00012331482,0.00020974866,0.000168091,0.00016819844,0.00022015921,0.0018436566],"category_scores_gemma":[0.0001756618,0.00008030489,0.00012652414,0.00012023538,0.00017611093,0.0001320513,0.0001126572,0.00018256843,0.00023407555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016893873,0.00023888849,0.022553064,0.00014660897,0.000048305217,0.000327398,0.00013256872,0.00031978154,0.9531518,0.00008345971,0.00032658756,0.020982165],"study_design_scores_gemma":[0.00006632125,0.022115594,0.24605905,0.000040290986,0.000095129006,0.00070614193,0.0005117539,0.0011189198,0.72428894,0.00007242086,0.0049125333,0.000012933418],"about_ca_topic_score_codex":0.013728892,"about_ca_topic_score_gemma":0.029291403,"teacher_disagreement_score":0.013728892,"about_ca_system_score_codex":0.00043990204,"about_ca_system_score_gemma":0.0002439754,"threshold_uncertainty_score":0.027297974},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.017645413202893354,"score_gpt":0.24302267135067054,"score_spread":0.2253772581477772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083426016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996642,0.000038487262,0.001041441,0.000019594614,0.0000030822375,0.000032304266,0.0005229186,0.00003499716,0.001665199],"genre_scores_gemma":[0.99101853,0.0000893676,0.0048068985,0.000012978905,0.0000014342579,0.000016469705,0.0016750563,0.000015585949,0.0023637132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998623,0.000010161089,0.000010363239,0.000022961785,0.00006645772,0.000027717653],"domain_scores_gemma":[0.9995435,0.000028189703,0.00008199123,0.000034731114,0.00025869298,0.000052864263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271481,0.00018982109,0.00012655745,0.0012545753,0.0004534599,0.00041940855,0.00031744098,0.00013310589,0.00068435556],"category_scores_gemma":[0.0004719048,0.00014179603,0.000085792024,0.0010427351,0.00029540458,0.00012068231,0.0002547163,0.00014458018,0.0003261182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014075931,0.000051089588,0.8894639,0.000050060255,0.000025460678,0.0006295824,0.00083566713,0.0027697175,0.032180175,0.00007907494,0.0011445779,0.0726299],"study_design_scores_gemma":[0.0000032449016,0.000024050729,0.9943686,0.000009241704,0.000005199064,0.00009626927,0.0005659076,0.002044239,0.0020272476,0.000010108132,0.00083935936,0.000006598245],"about_ca_topic_score_codex":0.5619021,"about_ca_topic_score_gemma":0.88644123,"teacher_disagreement_score":0.5619021,"about_ca_system_score_codex":0.0017754413,"about_ca_system_score_gemma":0.0016123895,"threshold_uncertainty_score":0.8813559},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007639663212126365,"score_gpt":0.20509993681716565,"score_spread":0.1974602736050393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087719439","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47120294,0.00024103513,0.47794768,0.00066493405,0.00027369024,0.00022444886,0.0004975424,0.004915925,0.044031773],"genre_scores_gemma":[0.9645341,0.00004467407,0.029330764,0.00003671734,0.00001018289,0.000087076565,0.00019252054,0.00007430006,0.0056895865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999897,0.000027823651,0.000004536493,0.000019914727,0.00004006212,0.000010635215],"domain_scores_gemma":[0.999767,0.0001095034,0.000012003192,0.000021500444,0.00006330092,0.000026690248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029975176,0.00030175,0.00023773452,0.00023824871,0.00042532632,0.00053787977,0.00037601794,0.00040702661,0.005124993],"category_scores_gemma":[0.00049587357,0.00012963367,0.00019600987,0.00013893441,0.000316471,0.00033278283,0.00047538689,0.0003022628,0.00026720166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018637648,0.000038065187,0.0010182485,0.000030180294,0.000015801681,0.00011218463,0.00007137625,0.9669575,0.00781437,0.0023587015,0.0016421203,0.019755067],"study_design_scores_gemma":[0.00001979461,0.000045695568,0.00013831054,0.0000016630775,0.0000033391175,0.0000065794625,0.00000881166,0.99693596,0.0014146719,0.0003033449,0.0011181124,0.0000037731002],"about_ca_topic_score_codex":0.012539758,"about_ca_topic_score_gemma":0.009928236,"teacher_disagreement_score":0.012539758,"about_ca_system_score_codex":0.0005704704,"about_ca_system_score_gemma":0.000643747,"threshold_uncertainty_score":0.024933517},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.00869932743611406,"score_gpt":0.18915700974110825,"score_spread":0.18045768230499418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091131663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960102,0.000057788628,0.0007061176,0.000027393879,0.000023623357,0.000008631992,0.00008990292,0.00008287886,0.002993455],"genre_scores_gemma":[0.99567336,0.000041989402,0.00031358327,0.000018025708,0.0000039158563,0.0000043987793,0.00026526226,0.000013272185,0.003666103],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999088,0.0000071220047,0.0000035370442,0.000013902102,0.000043295157,0.000023371224],"domain_scores_gemma":[0.9997155,0.0000804984,0.000020897436,0.000015264777,0.00011301594,0.000054918284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018387643,0.00034779712,0.0002157062,0.0003128794,0.00030631403,0.00026940336,0.00027241083,0.00037972542,0.0019627495],"category_scores_gemma":[0.00051583967,0.00011493754,0.000092343966,0.0001229043,0.00023164533,0.0002306283,0.00041573902,0.00020902474,0.00043401468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077399127,0.0005133215,0.021722116,0.0003462208,0.00009998668,0.0012519063,0.0008091098,0.12116819,0.7189249,0.0010054957,0.0065364493,0.119882524],"study_design_scores_gemma":[0.00039644158,0.01892614,0.07036123,0.000065040906,0.00010220132,0.00072606653,0.0013294697,0.53561443,0.36023688,0.00081580743,0.011243363,0.00018286737],"about_ca_topic_score_codex":0.008740896,"about_ca_topic_score_gemma":0.005962264,"teacher_disagreement_score":0.008740896,"about_ca_system_score_codex":0.00021745774,"about_ca_system_score_gemma":0.0004096598,"threshold_uncertainty_score":0.017380059},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Hydrophone; Geology; Acoustics; Inversion (geology); Seismology; Geodesy; Oceanography; Physics","score_opus":0.02157807014702969,"score_gpt":0.2403382717585477,"score_spread":0.218760201611518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171877931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6311486,0.000119901204,0.3638145,0.00017762074,0.000036195863,0.00006105865,0.00029652947,0.0012118825,0.0031337833],"genre_scores_gemma":[0.9071579,0.000082398125,0.09131922,0.000034659606,0.000008231891,0.000025907353,0.0002953234,0.0000391848,0.001037148],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998241,0.000032338285,0.000008914827,0.000027259084,0.00009283086,0.000014546206],"domain_scores_gemma":[0.9996716,0.00013954341,0.000029339175,0.0000550583,0.000094093666,0.000010404612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002684465,0.00028927805,0.00024853324,0.00034395585,0.00016506654,0.00035667588,0.00018380649,0.00032533315,0.0008677928],"category_scores_gemma":[0.0013466682,0.00013598394,0.00019941079,0.00021533322,0.00017897403,0.00053207815,0.00027600024,0.00028807094,0.00039588526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005856478,0.00013974556,0.021061296,0.00015519165,0.00008390901,0.00030502593,0.0004110513,0.27193734,0.38867638,0.0012645542,0.001211609,0.31416824],"study_design_scores_gemma":[0.000028956743,0.0004171412,0.014194295,0.000014451712,0.000035173853,0.00034810233,0.00014034017,0.86190563,0.11970094,0.0007636839,0.0023823485,0.00006897309],"about_ca_topic_score_codex":0.003890498,"about_ca_topic_score_gemma":0.0056548254,"teacher_disagreement_score":0.003890498,"about_ca_system_score_codex":0.00016829885,"about_ca_system_score_gemma":0.00024115945,"threshold_uncertainty_score":0.0077356696},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.017645413202893354,"score_gpt":0.24302267135067054,"score_spread":0.2253772581477772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148984774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996642,0.000038487262,0.001041441,0.000019594614,0.0000030822375,0.000032304266,0.0005229186,0.00003499716,0.001665199],"genre_scores_gemma":[0.99101853,0.0000893676,0.0048068985,0.000012978905,0.0000014342579,0.000016469705,0.0016750563,0.000015585949,0.0023637132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998623,0.000010161089,0.000010363239,0.000022961785,0.00006645772,0.000027717653],"domain_scores_gemma":[0.9995435,0.000028189703,0.00008199123,0.000034731114,0.00025869298,0.000052864263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271481,0.00018982109,0.00012655745,0.0012545753,0.0004534599,0.00041940855,0.00031744098,0.00013310589,0.00068435556],"category_scores_gemma":[0.0004719048,0.00014179603,0.000085792024,0.0010427351,0.00029540458,0.00012068231,0.0002547163,0.00014458018,0.0003261182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014075931,0.000051089588,0.8894639,0.000050060255,0.000025460678,0.0006295824,0.00083566713,0.0027697175,0.032180175,0.00007907494,0.0011445779,0.0726299],"study_design_scores_gemma":[0.0000032449016,0.000024050729,0.9943686,0.000009241704,0.000005199064,0.00009626927,0.0005659076,0.002044239,0.0020272476,0.000010108132,0.00083935936,0.000006598245],"about_ca_topic_score_codex":0.5619021,"about_ca_topic_score_gemma":0.88644123,"teacher_disagreement_score":0.5619021,"about_ca_system_score_codex":0.0017754413,"about_ca_system_score_gemma":0.0016123895,"threshold_uncertainty_score":0.8813559},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014949198743594568,"score_gpt":0.21867594843952382,"score_spread":0.20372674969592924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149930999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965238,0.000025082541,0.0029062189,0.000014350056,0.0000032871276,0.0000028019206,0.00003535303,0.000022733522,0.00046621368],"genre_scores_gemma":[0.9975592,0.0001322441,0.0018220714,0.000008345269,0.0000031538943,0.0000031505303,0.00004712553,0.0000043978657,0.0004203166],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999213,0.000016787477,0.0000023042235,0.000010329905,0.000034443954,0.000014797952],"domain_scores_gemma":[0.9998585,0.00004994757,0.000018869234,0.000007062493,0.00004815171,0.00001743256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016955829,0.00022685729,0.00014400683,0.00019087229,0.00031065464,0.00030572002,0.000109514534,0.00016749535,0.00019099156],"category_scores_gemma":[0.0003228656,0.00012503467,0.00008787686,0.00020490214,0.00023695178,0.00018135308,0.00023227009,0.00016955603,0.00010246954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013165832,0.00014554546,0.08590344,0.00014168055,0.00004816922,0.0020013312,0.0013890257,0.122858,0.7326189,0.0010486392,0.000500267,0.052028444],"study_design_scores_gemma":[0.00013385738,0.0035057424,0.17136215,0.000050281462,0.00020308865,0.0012623995,0.0030633467,0.50761837,0.30676815,0.0020963873,0.0038082446,0.00012792643],"about_ca_topic_score_codex":0.017979052,"about_ca_topic_score_gemma":0.017015927,"teacher_disagreement_score":0.017979052,"about_ca_system_score_codex":0.0002756886,"about_ca_system_score_gemma":0.0003437105,"threshold_uncertainty_score":0.03574884},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007601547199489509,"score_gpt":0.17231230373125936,"score_spread":0.16471075653176984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151488591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99855703,0.00019177438,0.0009173069,0.000008905023,0.0000036248287,0.0000075038606,0.00007212797,0.000008579679,0.00023316637],"genre_scores_gemma":[0.9971615,0.00025291453,0.0015553263,0.0000113733895,0.0000019766815,0.000010401554,0.00019646388,0.000007884438,0.000802187],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99982774,0.000014582763,0.00001552626,0.000028189546,0.00009105253,0.000022898319],"domain_scores_gemma":[0.9997918,0.000027808097,0.00007540938,0.0000060273933,0.00008447624,0.000014487177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018605219,0.00022363843,0.0001902734,0.0003443975,0.0001559315,0.00036530208,0.00019827115,0.00027446853,0.0004087716],"category_scores_gemma":[0.00035150663,0.00010009301,0.00025530445,0.00024962585,0.00016010035,0.00034818973,0.00016873301,0.00026004732,0.000076821554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008001424,0.00001173249,0.0026291301,0.00007888379,0.000004776139,0.00007664983,0.000066579654,0.00046722553,0.9932147,0.00004554037,0.000016914339,0.0033078417],"study_design_scores_gemma":[0.000010403116,0.00088999886,0.037734143,0.000026364185,0.000030397447,0.000312616,0.00055801094,0.006679596,0.95147675,0.00008177903,0.0021714591,0.00002843353],"about_ca_topic_score_codex":0.002532,"about_ca_topic_score_gemma":0.002681437,"teacher_disagreement_score":0.002532,"about_ca_system_score_codex":0.00038822705,"about_ca_system_score_gemma":0.00023877746,"threshold_uncertainty_score":0.0050345063},"labels":[],"label_agreement":null}]}