{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"2f66248938a5","filters":{"venue":"2013 OCEANS - San Diego"}},"results":[{"id":"W1603948147","doi":"","title":"Comparison of feature detection techniques for AUV navigation along a trained route","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Robotics and Sensor-Based Localization","field":"Engineering","cited_by":17,"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":"Sonar; Computer vision; Artificial intelligence; Computer science; Feature extraction; Feature (linguistics); Scale-invariant feature transform; Side-scan sonar; Context (archaeology); Matching (statistics); Path (computing); Orb (optics); Hough transform; Pattern recognition (psychology); Image (mathematics); Geography; Mathematics","authors":[{"name":"Peter King","is_ca":true},{"name":"Benjamin Anstey","is_ca":true},{"name":"Andrew Vardy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353070128809325,"gpt":0.2547910283714329,"spread":0.2412603270833396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428585,0.0008682602,0.0008129145,0.002352499,0.0004308007,0.0006908025,0.001233944,0.001169859,0.001477793],"category_scores_gemma":[0.008027851,0.0003334335,0.000512864,0.001621978,0.0002257676,0.001449739,0.0007231386,0.0004949725,0.0008258102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004857481,"about_ca_system_score_gemma":0.0004756387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008215609,"about_ca_topic_score_gemma":0.006806091,"domain_scores_codex":[0.9985227,0.0002275488,0.0001110731,0.0002804568,0.0007139587,0.000144275],"domain_scores_gemma":[0.9952867,0.002371536,0.000167665,0.0003814494,0.001712568,0.00008009242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000974888,0.0002035719,0.006921949,0.0003159193,0.0002693183,0.00007731553,0.000131389,0.04645258,0.02222893,0.0005988369,0.002965631,0.9188597],"study_design_scores_gemma":[0.0001764265,0.001687762,0.0317994,0.00006759381,0.0002817873,0.0006308134,0.0004424005,0.8904797,0.06565907,0.001304884,0.0073655,0.0001046503],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4885792,0.003492295,0.4915791,0.0002800478,0.0003406871,0.0002617206,0.00102776,0.007100271,0.007338898],"genre_scores_gemma":[0.62368,0.001296576,0.3681413,0.0001146615,0.00005469447,0.0001384847,0.00290198,0.0004023856,0.00326986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008215609,"threshold_uncertainty_score":0.01633555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1523736385","doi":"","title":"TRIAXYS Next Wave II Directional Wave Sensor The evolution of wave measurements","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"AXYS Technologies (Canada)","funders":"","keywords":"Acoustics; Displacement (psychology); Surface wave; Computer science; Engineering; Electrical engineering; Remote sensing; Telecommunications; Geology; Physics","authors":[{"name":"Chad MacIsaac","is_ca":true},{"name":"Stephen Naeth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0303516211723245,"gpt":0.1971791462607779,"spread":0.1668275250884534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001604854,0.0006569789,0.0008296102,0.00149831,0.0004011147,0.001644419,0.001076278,0.0009142177,0.006899592],"category_scores_gemma":[0.001704186,0.0006339188,0.0002888385,0.001378087,0.0005649888,0.002411128,0.00156585,0.002384821,0.005583318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008075644,"about_ca_system_score_gemma":0.001362432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413064,"about_ca_topic_score_gemma":0.002376129,"domain_scores_codex":[0.9974439,0.0001943545,0.0001174734,0.0003666111,0.001776933,0.0001007816],"domain_scores_gemma":[0.9979668,0.0001380317,0.0001631946,0.0001930276,0.001420281,0.0001187238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001512649,0.0003369745,0.01365834,0.0009804394,0.0001177137,0.00029201,0.0006607267,0.00770922,0.2475445,0.03964014,0.1556598,0.5318875],"study_design_scores_gemma":[0.0001962337,0.001352427,0.01839306,0.0003516647,0.0001123749,0.001660343,0.0003629669,0.07765996,0.1719194,0.00515034,0.7225078,0.0003334715],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08357846,0.01010336,0.679982,0.005138821,0.004484462,0.0008386576,0.0121306,0.01734718,0.1863966],"genre_scores_gemma":[0.271606,0.008236828,0.5616617,0.002515593,0.0006967001,0.0006941068,0.01780967,0.001718038,0.1350614],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006899592,"threshold_uncertainty_score":0.02308142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525928228","doi":"","title":"Turbulence and drag in a high Reynolds number tidal passage targetted for in-stream tidal power","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Turbulence; Acoustic Doppler current profiler; Geology; Drag; Boundary layer; Reynolds stress; Acoustic Doppler velocimetry; Turbulence kinetic energy; Drag coefficient; Current meter; Geodesy; Mechanics; Physics; Meteorology; Current (fluid); Oceanography","authors":[{"name":"Alex E. Hay","is_ca":true},{"name":"Justine McMillan","is_ca":true},{"name":"Richard Cheel","is_ca":true},{"name":"Douglas J. Schillinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007837894360785044,"gpt":0.2044513173878683,"spread":0.1966134230270832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001336072,0.0002333952,0.0003344211,0.0005112101,0.0005209272,0.0004433089,0.0001699149,0.0001610694,0.0005025173],"category_scores_gemma":[0.0003771136,0.0001208917,0.0001740355,0.0004225079,0.0003079368,0.0001954601,0.0003094937,0.0002862299,0.0001153955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005136555,"about_ca_system_score_gemma":0.0002366598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02476792,"about_ca_topic_score_gemma":0.03632113,"domain_scores_codex":[0.9999188,0.000009438889,0.000003997699,0.00001470978,0.0000318558,0.00002112467],"domain_scores_gemma":[0.9998164,0.00004508446,0.00003731788,0.00001222105,0.00003595218,0.00005304396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001517291,0.0005442147,0.7470914,0.00006371989,0.00008344696,0.002650668,0.002546728,0.005194079,0.2248774,0.0002411799,0.0003183004,0.01487147],"study_design_scores_gemma":[0.00001419837,0.0007388202,0.9897735,0.00000306228,0.00001394695,0.0001413297,0.000362126,0.004512023,0.004183634,0.00001934054,0.0002300734,0.000007975628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999805,0.00000407445,0.00006058799,0.000001926957,6.01533e-7,0.00000159722,0.0000210539,0.000002956194,0.0001020857],"genre_scores_gemma":[0.9993107,0.00001574661,0.0002227577,0.0000037755,0.000001519531,0.00000281346,0.00008209246,0.000002943954,0.0003576713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02476792,"threshold_uncertainty_score":0.0492475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1550766054","doi":"","title":"Performance gain of a horizontal axis hydrokinetic turbine using shroud","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Shroud; Renewable energy; Wind power; Turbine; Horizontal axis; Work (physics); Marine engineering; Vertical axis; Environmental science; Rotor (electric); Power (physics); Kinetic energy; Engineering; Mechanical engineering; Electrical engineering; Structural engineering; Physics","authors":[{"name":"Mohammad Shahsavarifard","is_ca":true},{"name":"Eric Bibeau","is_ca":true},{"name":"Amir Hossein Birjandi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179061924203013,"gpt":0.2084476578961731,"spread":0.196657038654143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671102,0.0003168674,0.0005179783,0.0002031823,0.0002143512,0.0003078543,0.0002231181,0.0004280521,0.002610323],"category_scores_gemma":[0.0005252716,0.0001104056,0.0002324596,0.0001271422,0.000265441,0.0005092106,0.0002354272,0.0002627619,0.0007109999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051751,"about_ca_system_score_gemma":0.0001003182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002893959,"about_ca_topic_score_gemma":0.0002779075,"domain_scores_codex":[0.9998191,0.00003344627,0.00001765895,0.00003855726,0.00006246381,0.00002878405],"domain_scores_gemma":[0.9994301,0.0001972828,0.00007502837,0.00009037866,0.0001465353,0.00006055227],"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":[0.001856035,0.0003271676,0.003678921,0.0001905405,0.00004030829,0.0003483992,0.0001785286,0.009170538,0.9454721,0.0002369823,0.0007086442,0.03779198],"study_design_scores_gemma":[0.0003434672,0.02091549,0.08305566,0.00003836559,0.0001437576,0.00100181,0.0003591548,0.06377058,0.8252417,0.0003241341,0.004716463,0.0000896027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994474,0.00006975038,0.00365071,0.0000482336,0.0000241055,0.00001826157,0.000114631,0.0002578576,0.001342544],"genre_scores_gemma":[0.9981902,0.0000321608,0.000880452,0.0000128309,0.000005096056,0.000006404242,0.00009661292,0.00001666474,0.0007594858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610323,"threshold_uncertainty_score":0.008732438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1518642453","doi":"","title":"The development of a robust Autonomous Surface Craft for deployment in harsh ocean environment","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","cited_by":9,"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":"Marine engineering; DOCK; Wireless; Software deployment; Terminal (telecommunication); Engineering; Controller (irrigation); Real-time computing; Interface (matter); Synchronization (alternating current); Computer science; Simulation; Telecommunications; Operating system; Channel (broadcasting)","authors":[{"name":"Zhi Li","is_ca":true},{"name":"Ralf Bachmayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02086975991743699,"gpt":0.2039946420096836,"spread":0.1831248820922466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003198915,0.0004922021,0.0003331917,0.0003357651,0.0003188201,0.0004343934,0.0007684877,0.0003775792,0.001317785],"category_scores_gemma":[0.0005270758,0.0001981689,0.0002280083,0.0001634603,0.0004900236,0.000444613,0.0005218377,0.0005308836,0.0006198916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809767,"about_ca_system_score_gemma":0.001516901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107072,"about_ca_topic_score_gemma":0.0108644,"domain_scores_codex":[0.9996995,0.00001230343,0.000009755225,0.00003539416,0.0001994537,0.0000435486],"domain_scores_gemma":[0.9996161,0.00003239786,0.00004465842,0.00007150763,0.0001890754,0.00004613314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000166125,0.0001384648,0.009233488,0.0004051571,0.00007297436,0.0008000523,0.0002157969,0.1898263,0.3832674,0.007359745,0.005280182,0.4032342],"study_design_scores_gemma":[0.00009348101,0.002029159,0.01287732,0.00009083669,0.00007636089,0.001404586,0.0002212412,0.7571025,0.1653452,0.001082112,0.05957926,0.00009783953],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1478433,0.0004135265,0.838783,0.0002809117,0.0001375183,0.00043435,0.0002106987,0.003219076,0.008677492],"genre_scores_gemma":[0.6319017,0.0004160555,0.3583211,0.00006956282,0.00003800023,0.0001804689,0.0004271271,0.0001795414,0.008466501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01107072,"threshold_uncertainty_score":0.02201259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605240210","doi":"","title":"Calibration of an underwater stereoscopic vision system","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":7,"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":"Underwater; Calibration; Computer vision; Computer science; Artificial intelligence; Stereoscopy; Camera resectioning; Camera auto-calibration; Remote sensing; Geology; Mathematics","authors":[{"name":"Taufiqur Rahman","is_ca":true},{"name":"James A. Anderson","is_ca":true},{"name":"Paul D. Winger","is_ca":true},{"name":"Nicholas Krouglicof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02468255892477624,"gpt":0.2593782568342305,"spread":0.2346956979094542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004596155,0.0003716858,0.0004108864,0.0004957528,0.0003903316,0.0004505777,0.0005702798,0.0006671114,0.001850061],"category_scores_gemma":[0.001190911,0.0002416296,0.0002106441,0.0004666997,0.0004453744,0.0005889618,0.0008857584,0.0004235657,0.0004419572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005424561,"about_ca_system_score_gemma":0.0008990968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111857,"about_ca_topic_score_gemma":0.001419573,"domain_scores_codex":[0.9995031,0.00006931573,0.00002099618,0.0001095847,0.0002663219,0.00003065974],"domain_scores_gemma":[0.9997353,0.00004414748,0.00005201889,0.00005593765,0.00009946463,0.00001319226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003270565,0.00007966063,0.003727919,0.0002190656,0.00006916766,0.0004809198,0.0004546759,0.1923085,0.3558796,0.01444904,0.002232595,0.4297718],"study_design_scores_gemma":[0.00005616985,0.0003525883,0.008520745,0.00006379092,0.00005076779,0.001051658,0.0002952996,0.7466043,0.224234,0.005425981,0.01324,0.0001048236],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08052488,0.0001130031,0.9129742,0.0001243577,0.000043101,0.00008449388,0.00007540306,0.0008018231,0.00525861],"genre_scores_gemma":[0.6860097,0.0002051731,0.3093841,0.00009752087,0.00002198187,0.00007561536,0.0001500968,0.00006893529,0.003986898],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002111857,"threshold_uncertainty_score":0.006189108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1558690717","doi":"","title":"Detection of stationary animals in deep-sea video","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Enviro Neptune (Canada); University of Victoria","funders":"","keywords":"Artificial intelligence; Computer science; Computer vision; Remote sensing; Pattern recognition (psychology); Geography","authors":[{"name":"Marzieh Mehrnejad","is_ca":true},{"name":"Alexandra Branzan Albu","is_ca":true},{"name":"David W. Capson","is_ca":true},{"name":"Maia Hoeberechts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849756201338166,"gpt":0.2434619321422081,"spread":0.2249643701288264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002267567,0.0003165845,0.0002831684,0.001445349,0.0001226459,0.0003234612,0.0003078208,0.0003801251,0.0005208227],"category_scores_gemma":[0.0006672019,0.0001248637,0.0001771514,0.0006276389,0.0001678463,0.0003546069,0.0003202155,0.0001810783,0.0002903363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798792,"about_ca_system_score_gemma":0.0001638425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718197,"about_ca_topic_score_gemma":0.004979767,"domain_scores_codex":[0.9998442,0.00001540008,0.000007431921,0.00004634809,0.00005898056,0.00002769791],"domain_scores_gemma":[0.999653,0.00009389722,0.00006864134,0.00003048417,0.000113314,0.00004072325],"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":[0.0004133152,0.0001786732,0.05652867,0.000259887,0.00008537173,0.0006570796,0.0002153354,0.01641959,0.4713237,0.0004737094,0.001546412,0.4518983],"study_design_scores_gemma":[0.00002868844,0.0004729026,0.2612157,0.00005237881,0.00008752055,0.000600923,0.0003388679,0.5744547,0.1585415,0.0007746603,0.003388855,0.00004334767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792443,0.0005319828,0.1157106,0.00008470951,0.00005799191,0.00006771069,0.0006955527,0.0008515955,0.002755589],"genre_scores_gemma":[0.9469865,0.0002864324,0.04990144,0.00004107572,0.00002702416,0.00002008742,0.001000762,0.00002928436,0.001707509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718197,"threshold_uncertainty_score":0.00540477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1548406203","doi":"","title":"Characterization of sperm whale vocalization energy based on echolocation signals","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":4,"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":"Sperm whale; Human echolocation; Whale; Acoustics; Bioacoustics; Broadband; Energy (signal processing); Sperm; Computer science; Speech recognition; Physics; Fishery; Mathematics; Biology; Telecommunications; Statistics","authors":[{"name":"Hannan Lohrasbipeydeh","is_ca":true},{"name":"Tom Dakin","is_ca":true},{"name":"T. Aaron Gulliver","is_ca":true},{"name":"A. Zieliński","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0120458426926528,"gpt":0.212476936615923,"spread":0.2004310939232702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177418,0.0001613152,0.0001380212,0.000945756,0.00009743561,0.0002689681,0.0001788645,0.0002060785,0.001127982],"category_scores_gemma":[0.0005738318,0.00008928563,0.00009482009,0.0002990972,0.0002023743,0.0001917475,0.0001742879,0.0001257287,0.0002584752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000089834,"about_ca_system_score_gemma":0.00006262958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397592,"about_ca_topic_score_gemma":0.00250849,"domain_scores_codex":[0.9998904,0.00001755501,0.000005866518,0.00002126679,0.00004727779,0.00001750705],"domain_scores_gemma":[0.9996387,0.0001331814,0.00006782974,0.00002045272,0.0001065025,0.00003339313],"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":[0.0003392817,0.00009398466,0.2905394,0.0001155222,0.000088885,0.0003916789,0.0003768152,0.00122735,0.6692191,0.0002465281,0.0002148214,0.03714664],"study_design_scores_gemma":[0.000004053688,0.0003947418,0.9447774,0.000007223352,0.00003279493,0.0003225822,0.0002498994,0.003471899,0.05017704,0.00004881995,0.0004976906,0.00001586612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956163,0.0001161696,0.002499428,0.000008760449,0.000003395802,0.00001079419,0.0001267297,0.0000251177,0.001593212],"genre_scores_gemma":[0.9982008,0.00006596708,0.0008204289,0.000008494492,0.000004728136,0.000007248125,0.0002022574,0.000009632151,0.0006804595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397592,"threshold_uncertainty_score":0.00377351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600852968","doi":"","title":"SeaScribe: An annotation software for Remotely Operated Vehicle dive operations","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","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":true},"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Remotely operated underwater vehicle; Remotely operated vehicle; Software; Government (linguistics); Computer science; Engineering; World Wide Web; Operating system; Artificial intelligence","authors":[{"name":"Reyna Jenkyns","is_ca":true},{"name":"Françoise Gervais","is_ca":true},{"name":"B. Pirenne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03530934922197859,"gpt":0.2712971899078016,"spread":0.235987840685823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001594808,0.001225877,0.0007034685,0.002308283,0.0008436538,0.001047931,0.002148152,0.0007659569,0.0278961],"category_scores_gemma":[0.004409726,0.0009749922,0.0008498791,0.001694221,0.0005087352,0.002462517,0.002100086,0.001365057,0.01562764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006279811,"about_ca_system_score_gemma":0.001698377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007013449,"about_ca_topic_score_gemma":0.008778748,"domain_scores_codex":[0.9991575,0.00008329575,0.0001054143,0.0001496552,0.0004543608,0.00004970218],"domain_scores_gemma":[0.9976887,0.000802641,0.0001789072,0.000502925,0.000710611,0.0001162841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006687035,0.0002529866,0.00697308,0.0009256619,0.0001547208,0.0005340942,0.001148745,0.007630276,0.02743881,0.005732493,0.5585114,0.390029],"study_design_scores_gemma":[0.0002562941,0.0001467189,0.01399635,0.0003799543,0.0001021958,0.000790062,0.0003519355,0.09224544,0.05104094,0.008187816,0.8320716,0.0004306643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007903201,0.0001925666,0.4140091,0.000232594,0.0001987731,0.0004772669,0.02791559,0.5353567,0.01371421],"genre_scores_gemma":[0.07994884,0.0007709196,0.5629538,0.0006146723,0.0001564378,0.001621882,0.1510897,0.1562167,0.04662712],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0278961,"threshold_uncertainty_score":0.0933218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1598930959","doi":"","title":"Cabled observing stations for remote locations","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Software deployment; Shore; Arctic; Underwater; Remote sensing; Telecommunications; Environmental science; Meteorology; Computer science; Geography; Oceanography; Geology","authors":[{"name":"Martin Hofmann‐Apitius","is_ca":true},{"name":"Ryan Flagg","is_ca":true},{"name":"Ryan Key","is_ca":true},{"name":"Kathryn Moran","is_ca":true},{"name":"Scott McLean","is_ca":true},{"name":"S. Kim Juniper","is_ca":true},{"name":"B. Pirenne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01453220039939011,"gpt":0.2145309522502723,"spread":0.1999987518508822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006199356,0.0005984331,0.0002193188,0.0007819921,0.00128988,0.001233309,0.001366847,0.0005624823,0.05126658],"category_scores_gemma":[0.001254897,0.0003184586,0.0003366552,0.001054537,0.0004536359,0.001333529,0.002018098,0.001142108,0.0152936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866228,"about_ca_system_score_gemma":0.005788868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1827751,"about_ca_topic_score_gemma":0.3854879,"domain_scores_codex":[0.9993294,0.00005476118,0.00002033334,0.0001221055,0.0003484431,0.0001248648],"domain_scores_gemma":[0.9979709,0.0001390008,0.0001255344,0.0004581769,0.0009925468,0.0003138929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002016981,0.0001709398,0.03128727,0.0003037364,0.00003099794,0.000847142,0.002265446,0.005592292,0.04186325,0.02054198,0.2206826,0.6762127],"study_design_scores_gemma":[0.00006819957,0.0001301138,0.01781103,0.0001297917,0.0000221047,0.0002869554,0.0008595057,0.004144108,0.00579912,0.001341391,0.9693633,0.00004448415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08207148,0.001479533,0.39162,0.00540332,0.001560213,0.002626563,0.01088439,0.01909226,0.4852623],"genre_scores_gemma":[0.2729585,0.001806273,0.316191,0.001161615,0.0003814368,0.0008222202,0.01186719,0.001789422,0.3930223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1827751,"threshold_uncertainty_score":0.3634224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524574861","doi":"","title":"Detection of objects and their shadows from acoustic images of the sea floor","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Computer vision; Artificial intelligence; Salient; Shadow (psychology); Computer science; Watershed; Object (grammar); Object detection; Pattern recognition (psychology)","authors":[{"name":"Trevor Beugeling","is_ca":true},{"name":"Alexandra Branzan-Albu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201068602627135,"gpt":0.2068535442763076,"spread":0.1948428582500363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256498,0.0003823413,0.0004794923,0.001502304,0.0002308239,0.0006575167,0.000550619,0.0005116162,0.0005825157],"category_scores_gemma":[0.0007792867,0.0004368149,0.000337587,0.0005692939,0.0003997628,0.0007166035,0.0006110622,0.0004870013,0.0004058563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377986,"about_ca_system_score_gemma":0.0004422343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008739321,"about_ca_topic_score_gemma":0.001705288,"domain_scores_codex":[0.9997967,0.00001824648,0.000008554611,0.00004470121,0.0001054693,0.00002626651],"domain_scores_gemma":[0.9996227,0.0001045836,0.00008047972,0.00004787577,0.00009492954,0.00004936245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001924439,0.00009687812,0.006691961,0.0002507692,0.0000580968,0.0004304268,0.0002706531,0.01036037,0.4818465,0.001464652,0.0008707082,0.4974666],"study_design_scores_gemma":[0.00006285249,0.0003359125,0.04672616,0.00004416851,0.0001216488,0.00195991,0.0003576901,0.6144022,0.3240198,0.003334188,0.008539339,0.00009610486],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1522239,0.0004677362,0.8446625,0.00008281909,0.00005409408,0.00006485077,0.0001203854,0.001007116,0.00131652],"genre_scores_gemma":[0.4294714,0.0004987884,0.5683112,0.00004070789,0.0000934815,0.00004538738,0.0002607827,0.0001130987,0.001165107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001502304,"threshold_uncertainty_score":0.001948714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1508462268","doi":"","title":"Ocean sunfish in Canadian Pacific waters: Summer hotspot for a jelly-eating giant?","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Oceanography; Transect; Fishery; Hotspot (geology); Zooplankton; Geography; Environmental science; Geology; Biology","authors":[{"name":"Tierney M. Thys","is_ca":false},{"name":"Rob Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01500207710558552,"gpt":0.2050267128194174,"spread":0.1900246357138319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001910323,0.0002593669,0.0002718175,0.001022493,0.002046935,0.0006830124,0.0004194448,0.0002880295,0.001184126],"category_scores_gemma":[0.0005277912,0.0002087378,0.0001911488,0.00150072,0.0007568438,0.0002931741,0.0006673796,0.0003057189,0.0001090914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005115626,"about_ca_system_score_gemma":0.005396417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9268273,"about_ca_topic_score_gemma":0.9837018,"domain_scores_codex":[0.9998059,0.00001029744,0.000006878491,0.00004722702,0.00004834928,0.00008131821],"domain_scores_gemma":[0.9995998,0.00001953394,0.00009923485,0.00001451875,0.0001391586,0.0001277418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029243,0.00001396858,0.9919487,0.00002946044,0.0000204788,0.0001784077,0.001114779,0.00003267775,0.002209811,0.00002180891,0.0003745474,0.003952568],"study_design_scores_gemma":[0.000001076736,0.00001154026,0.9982869,0.000004251424,0.000004906434,0.00005442222,0.00134493,0.00002888678,0.00004980723,0.000004364301,0.000206525,0.000002431733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998689,0.0001099451,0.00002528194,0.00005222268,0.000003690294,0.000007885928,0.0003585386,0.000003661216,0.0007497824],"genre_scores_gemma":[0.9992406,0.0001011399,0.00008572336,0.00003533934,0.000002640221,0.000004621229,0.0002424638,0.000001432229,0.0002860049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07317275,"threshold_uncertainty_score":0.1472073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1554131636","doi":"","title":"Initial investigation of the North East Pacific salmon feeding waters with Slocum gliders","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","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":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Glider; Oceanography; Context (archaeology); Environmental science; Plankton; Habitat; Shore; Fishery; Geography; Ecology; Geology; Biology; Marine engineering; Engineering","authors":[{"name":"John Bird","is_ca":true},{"name":"Peter Groß","is_ca":false},{"name":"William McNea","is_ca":false},{"name":"Heather Judd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01003676301723171,"gpt":0.1830563505244048,"spread":0.1730195875071731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005537875,0.0003793307,0.000231712,0.0009409618,0.001505453,0.0006689611,0.0002788031,0.0003482477,0.0006590101],"category_scores_gemma":[0.0009812864,0.000237378,0.0003512015,0.0009125107,0.000686314,0.0003015458,0.0009027331,0.0003516105,0.0001794311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192995,"about_ca_system_score_gemma":0.001813929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1247996,"about_ca_topic_score_gemma":0.4228673,"domain_scores_codex":[0.9996859,0.00004977543,0.00002603629,0.00005841267,0.00008613441,0.00009377592],"domain_scores_gemma":[0.9995622,0.00005466022,0.00007267857,0.000020706,0.0002105021,0.00007916406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694287,0.00005363387,0.9742491,0.00006483531,0.00002172902,0.001169571,0.003244986,0.0001759251,0.011628,0.00005034968,0.0003040516,0.0088684],"study_design_scores_gemma":[0.000003307916,0.0003393949,0.9909868,0.00002135948,0.00001369316,0.0002701118,0.005434917,0.0001677197,0.001355698,0.00001441649,0.001386964,0.000005598735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966691,0.00006421399,0.00009918577,0.00004116391,0.000003816373,0.00005700248,0.0001451091,0.000006075349,0.002914371],"genre_scores_gemma":[0.9949373,0.0003149084,0.001261703,0.0001308778,0.000007519951,0.00007493166,0.0005959347,0.000005517087,0.002671328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247996,"threshold_uncertainty_score":0.2481464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1694361518","doi":"","title":"Influence of turbulent flow field on power generation","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Turbulence; Wake; Mechanics; Turbine; Cylinder; Turbulence kinetic energy; Open-channel flow; Flow (mathematics); Geology; Meteorology; Physics; Marine engineering; Mathematics; Engineering; Geometry; Mechanical engineering","authors":[{"name":"Armin Hamta","is_ca":true},{"name":"Amir Hossein Birjandi","is_ca":true},{"name":"Eric Bibeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009113363222421433,"gpt":0.2100539438990766,"spread":0.2009405806766552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639344,0.0003030745,0.000197793,0.0004399578,0.000223285,0.0005533358,0.00006951581,0.0001258351,0.0004711582],"category_scores_gemma":[0.0008685419,0.0001611774,0.0001536444,0.0002632456,0.0003145039,0.0002602998,0.000205288,0.0001647108,0.000100297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000225798,"about_ca_system_score_gemma":0.0003160136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957097,"about_ca_topic_score_gemma":0.001867681,"domain_scores_codex":[0.9999124,0.00001586687,0.000004541073,0.0000140507,0.00003312185,0.00002004594],"domain_scores_gemma":[0.9996442,0.0002258314,0.00003541861,0.00002074213,0.00004855863,0.00002535458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009567112,0.0001463917,0.05400855,0.0001178269,0.00004150164,0.001086754,0.000332797,0.4812641,0.3199162,0.002802621,0.0007372712,0.1385893],"study_design_scores_gemma":[0.0000351049,0.0002836757,0.09276855,0.00001672156,0.00004003535,0.0002955484,0.0001349287,0.8151307,0.08892446,0.001056651,0.001241663,0.00007203161],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957112,0.00013889,0.03985896,0.00004777399,0.00002836858,0.00001535539,0.0001017401,0.0003066528,0.002390179],"genre_scores_gemma":[0.9975477,0.00006087937,0.002163429,0.00000444851,0.000003175576,0.000004147044,0.0000368597,0.00001606452,0.0001632813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001957097,"threshold_uncertainty_score":0.003891468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1956926196","doi":"","title":"OGC Sensor Web Enablement compliance for Ocean Networks Canada scalar data","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"USable; World Wide Web; Sensor web; Middleware (distributed applications); Computer science; Web service; Web Coverage Service; Data as a service; Service (business); Business; Database; Web mapping; Telecommunications; Web standards","authors":[{"name":"B. Pirenne","is_ca":true},{"name":"Eric Guillemot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04373108553183738,"gpt":0.2871427608111745,"spread":0.2434116752793371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02190641,0.0005253392,0.0004451533,0.004703059,0.002868383,0.003985157,0.002598779,0.002335173,0.02188999],"category_scores_gemma":[0.03712147,0.0006880157,0.0004915004,0.00383358,0.001115509,0.002001947,0.002699327,0.001930838,0.009481686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01703751,"about_ca_system_score_gemma":0.05135516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5867246,"about_ca_topic_score_gemma":0.5350403,"domain_scores_codex":[0.9642625,0.002901967,0.002788862,0.001631122,0.02506727,0.003348307],"domain_scores_gemma":[0.9140774,0.005188784,0.002748316,0.008254,0.06717443,0.002557019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005897052,0.0009297989,0.04415679,0.0005117371,0.00005162814,0.00122161,0.003926613,0.00437555,0.01840776,0.03714415,0.7084506,0.180234],"study_design_scores_gemma":[0.0001065626,0.00007656305,0.03409985,0.0002635886,0.00002176328,0.0001765266,0.001056879,0.00681344,0.009776851,0.001466314,0.9459816,0.0001600785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1117393,0.0005257715,0.1056222,0.01646929,0.001952007,0.01742649,0.05350012,0.04690495,0.6458599],"genre_scores_gemma":[0.3227759,0.0008152463,0.1533951,0.01556972,0.0003485922,0.01157557,0.09615199,0.008196834,0.3911711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4132754,"threshold_uncertainty_score":0.8314186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1494097354","doi":"","title":"An agile single board quadrotor providing “eye in the sky” capabilities for marine environments","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Robustness (evolution); Engineering; Control theory (sociology); Multirotor; Control engineering; Computer science; Simulation; Control (management); Artificial intelligence; Aerospace engineering","authors":[{"name":"M. Raju Hossain","is_ca":true},{"name":"Taufiqur Rahman","is_ca":true},{"name":"Nicholas Krouglicof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01394227999623071,"gpt":0.219859930583822,"spread":0.2059176505875913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007648386,0.0003473212,0.000170043,0.0001092807,0.0001736973,0.0001863768,0.0002758839,0.0001903785,0.00173667],"category_scores_gemma":[0.0001195426,0.00008939212,0.0001473025,0.00006150943,0.0001097285,0.0001405399,0.0002335457,0.0003052008,0.0004166818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054018,"about_ca_system_score_gemma":0.0001852231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009570231,"about_ca_topic_score_gemma":0.001504672,"domain_scores_codex":[0.9999599,0.000004365633,0.000001372202,0.00001326728,0.00001620972,0.000004794152],"domain_scores_gemma":[0.9999455,0.000009209999,0.0000112325,0.000008318169,0.00001476149,0.00001095634],"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":[0.0002576598,0.00009956498,0.002152234,0.0003122773,0.00004436248,0.0006483779,0.0001595391,0.08771243,0.5473566,0.006106299,0.005166565,0.349984],"study_design_scores_gemma":[0.0001234121,0.001882024,0.004044615,0.00002863907,0.00003287929,0.0009445786,0.00007237899,0.879176,0.0792181,0.0006982191,0.03374658,0.00003268328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.130698,0.0004342088,0.8552691,0.0001837956,0.0001901635,0.0001434007,0.0001334706,0.001201782,0.01174611],"genre_scores_gemma":[0.8721324,0.0001906958,0.1196047,0.00008173382,0.00002719123,0.0000770137,0.0001360973,0.00003473465,0.007715412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00173667,"threshold_uncertainty_score":0.005809724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1489382928","doi":"","title":"Advances in moored upward looking sonar systems for long term measurement of arctic ice and oceanography","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Arctic and Antarctic ice dynamics","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":true},"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sea ice; Iceberg; Arctic ice pack; Oceanography; Geology; Arctic; Drift ice; Submarine pipeline; Mooring; Antarctic sea ice; Climatology; Fast ice; Arctic sea ice decline","authors":[{"name":"David B. Fissel","is_ca":true},{"name":"R.A.J. Chave","is_ca":true},{"name":"Murray Clarke","is_ca":true},{"name":"Paul Johnston","is_ca":true},{"name":"Keath Borg","is_ca":true},{"name":"J.R. Marko","is_ca":true},{"name":"Ed Ross","is_ca":true},{"name":"Jan Buermans","is_ca":true},{"name":"M. Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216247273206219,"gpt":0.2077796957316473,"spread":0.1956172229995851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003372768,0.0008507124,0.0006916694,0.001583077,0.000302213,0.001252745,0.001266637,0.0006120148,0.002512744],"category_scores_gemma":[0.00287962,0.0004430609,0.0004287108,0.002600702,0.0003648635,0.001760554,0.00169223,0.001319081,0.001642903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231921,"about_ca_system_score_gemma":0.001086566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005916073,"about_ca_topic_score_gemma":0.008679956,"domain_scores_codex":[0.9983515,0.0003386184,0.0001044337,0.0004013032,0.0007433483,0.00006074034],"domain_scores_gemma":[0.9970183,0.0007002567,0.0004201127,0.0004433136,0.001297169,0.0001207796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002149163,0.0002473443,0.04394671,0.0007975997,0.0001558669,0.0001211729,0.0005252434,0.0096023,0.06791158,0.009752384,0.01803803,0.8486869],"study_design_scores_gemma":[0.0002496597,0.001573655,0.225663,0.001253169,0.0006363027,0.001627441,0.0009405828,0.1747947,0.05039435,0.01940441,0.5229152,0.000547528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1246033,0.0489022,0.7550806,0.004837624,0.002070331,0.0004733943,0.01426682,0.006255961,0.04350968],"genre_scores_gemma":[0.238958,0.02330183,0.7168905,0.001755928,0.001877815,0.0005543734,0.009769929,0.0002645632,0.006627083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005916073,"threshold_uncertainty_score":0.01783717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1487738726","doi":"","title":"Instrument task-driven workflow software for cruise and maintenance operations","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Workflow; Task (project management); Cruise; Government (linguistics); Software; Computer science; Systems engineering; Process management; Engineering management; Engineering; Database; Operating system","authors":[{"name":"Reyna Jenkyns","is_ca":true},{"name":"Meghan Tomlin","is_ca":true},{"name":"B. Pirenne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641489920694433,"gpt":0.259510783698215,"spread":0.2430958844912706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008053374,0.001271895,0.0007513296,0.002178307,0.001669146,0.003176079,0.003260754,0.0009868573,0.01483251],"category_scores_gemma":[0.01308353,0.001786864,0.001705666,0.001773994,0.0008296635,0.002833435,0.002657112,0.0029565,0.007738005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002913297,"about_ca_system_score_gemma":0.01119408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295878,"about_ca_topic_score_gemma":0.02798098,"domain_scores_codex":[0.9979868,0.0003156595,0.0003909389,0.000425956,0.0006883133,0.0001923359],"domain_scores_gemma":[0.9914169,0.002797287,0.0004926454,0.002299577,0.002390709,0.0006029756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001307574,0.0007551147,0.01034123,0.001327703,0.0002802876,0.0008002191,0.005884798,0.07768837,0.02529933,0.05396139,0.2246018,0.5977522],"study_design_scores_gemma":[0.0005600862,0.0002362324,0.005055311,0.000442998,0.0001315435,0.0005702064,0.0006548877,0.3782857,0.03241122,0.04057559,0.5407047,0.0003715905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005274002,0.00006441097,0.8324931,0.0002090954,0.00009560138,0.000887846,0.00423396,0.1503875,0.006354586],"genre_scores_gemma":[0.04968834,0.0002677605,0.8962708,0.0002204061,0.00003823599,0.001698739,0.02048837,0.0193459,0.01198153],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02295878,"threshold_uncertainty_score":0.04961973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}