{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007069509,0.0001465054,0.0002135623,0.00008943306,0.0000581733,0.00003591534,0.0000816587,0.0001580686,0.00003153222],"category_scores_gemma":[0.00001756457,0.0001436948,0.00007571511,0.000145767,0.00002445543,0.0001709763,0.000006781496,0.0001091558,0.000008820213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005489399,"about_ca_system_score_gemma":0.000007111024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038418,"about_ca_topic_score_gemma":0.0001575035,"domain_scores_codex":[0.9992825,0.00001601563,0.0002651063,0.0001371009,0.0001171428,0.0001821726],"domain_scores_gemma":[0.9995406,0.00003924893,0.00007004573,0.0001661113,0.0001325738,0.00005136752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007283013,0.0002508054,0.01112395,0.001195463,0.0002377166,0.000001606518,0.003563788,0.2730401,0.3884642,0.001341707,0.1364554,0.1842524],"study_design_scores_gemma":[0.0002762004,0.0001330604,0.004278312,0.00007192959,0.00003409365,0.000001629813,0.0001588306,0.8356181,0.1560627,0.0003845964,0.002773133,0.0002074028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4906883,0.0001760024,0.5070646,0.00008575374,0.0002370231,0.0008953123,0.0000257335,0.0004486614,0.0003785692],"genre_scores_gemma":[0.9905049,0.00001193004,0.009025164,0.00001650608,0.00009713453,0.0000506407,0.0001446861,0.00004210602,0.0001069391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.562578,"threshold_uncertainty_score":0.5859705,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267313,0.0002238738,0.0002656446,0.0001201209,0.0001580779,0.00002713953,0.0001392436,0.0001603099,0.0006152081],"category_scores_gemma":[0.00004137856,0.0001738272,0.0001398346,0.0002345528,0.0001064718,0.0001632744,0.00006127692,0.0002544293,0.0001813336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148162,"about_ca_system_score_gemma":0.00001753203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004446444,"about_ca_topic_score_gemma":0.0001162809,"domain_scores_codex":[0.9987264,0.00003964706,0.0003351895,0.0002199544,0.0003060666,0.000372767],"domain_scores_gemma":[0.9991906,0.00005297554,0.00007901733,0.0004317722,0.0001816673,0.00006390942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007198226,0.0005968029,0.002113511,0.0002128687,0.001380662,0.00001582765,0.003101544,0.008756828,0.5684457,0.01103149,0.3361713,0.06810147],"study_design_scores_gemma":[0.004997969,0.0008570051,0.1034159,0.0002085374,0.0004495397,0.0001513399,0.004743984,0.6905355,0.1092356,0.03685355,0.04615026,0.002400871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883776,0.0004699336,0.0006695933,0.0003134085,0.0007378706,0.0004756652,0.00002304053,0.0002973255,0.008635574],"genre_scores_gemma":[0.9979386,0.00004821522,0.0005862224,0.00002681011,0.0001678958,0.00002822608,0.00001147595,0.00004032979,0.001152206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6817787,"threshold_uncertainty_score":0.7088469,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000162859,0.0001581641,0.0001962686,0.00008186557,0.00008525223,0.00008875263,0.0001670267,0.000122893,0.0114339],"category_scores_gemma":[0.00005391629,0.0001173427,0.00003106471,0.0002410289,0.00009141675,0.0005202864,0.00001781872,0.0001507194,0.0004999876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003876783,"about_ca_system_score_gemma":0.00002149053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345417,"about_ca_topic_score_gemma":0.006699954,"domain_scores_codex":[0.9989165,0.00003084242,0.0002704886,0.0002562971,0.0001275229,0.000398361],"domain_scores_gemma":[0.9995025,0.0001492586,0.00005836007,0.0001324872,0.00004805029,0.0001093221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002455899,0.00003875188,0.9749436,0.00003306879,0.00000513828,0.000005619787,0.0003957498,0.000172922,0.000005222822,0.0002310903,0.01943773,0.004706495],"study_design_scores_gemma":[0.0005014515,0.0001336563,0.9781294,0.00002546271,0.000003895513,0.000008674152,0.0001990131,0.003382595,0.00002419361,0.009236652,0.008142136,0.0002128666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932014,0.0003142168,0.0000256915,0.0008282858,0.0001121351,0.0003564669,0.00008868832,0.00003234475,0.005040753],"genre_scores_gemma":[0.9972251,0.00007910905,0.001493276,0.0003861084,0.00003283789,0.00001206486,0.0001328315,0.000003804962,0.0006348537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01129559,"threshold_uncertainty_score":0.9894698,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008901503,0.0001888336,0.0002189769,0.0001348495,0.0000511434,0.00002786276,0.0001995595,0.00007374518,0.001261868],"category_scores_gemma":[0.00001203717,0.0001699389,0.00005791452,0.0002136254,0.00006174621,0.0002318649,0.00006278339,0.000151896,0.0002198207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008191979,"about_ca_system_score_gemma":0.00003179062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003154245,"about_ca_topic_score_gemma":0.00004776731,"domain_scores_codex":[0.9988046,0.00001493761,0.0002696357,0.0001656232,0.0002667509,0.0004784925],"domain_scores_gemma":[0.9994787,0.00002168435,0.00002691663,0.0002489349,0.00005654003,0.0001672233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001071442,0.0004537654,0.06427886,0.001633052,0.0007900086,0.00006676497,0.004319733,0.2536669,0.2656201,0.0002935687,0.3113036,0.09746649],"study_design_scores_gemma":[0.0008810495,0.0002782393,0.04213083,0.0001700425,0.00001897548,0.00003121075,0.0001940208,0.9099349,0.0399132,0.0001030502,0.005714506,0.0006299409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916465,0.0004375684,0.0003159371,0.00001850648,0.0001748931,0.0001617001,0.00000585055,0.0001145872,0.007124492],"genre_scores_gemma":[0.9970918,0.0001493352,0.002165794,0.0000146291,0.0001170067,0.00001518826,0.00001343592,0.00004019886,0.0003925839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6562681,"threshold_uncertainty_score":0.9996511,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275765,0.0001610517,0.000182887,0.00003768759,0.0001108648,0.00005062431,0.000385998,0.00005722148,0.00008420448],"category_scores_gemma":[0.000001346315,0.0001254598,0.00005370068,0.00005862572,0.00003886395,0.00009554513,0.00006802344,0.00009167147,0.00008823831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557414,"about_ca_system_score_gemma":0.00002270421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007905871,"about_ca_topic_score_gemma":0.00037299,"domain_scores_codex":[0.99885,0.00003531688,0.0005199334,0.0001463631,0.000145198,0.0003031161],"domain_scores_gemma":[0.999331,0.00008948229,0.00006647234,0.0004240183,0.00002374487,0.00006529253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005287,0.000714451,0.04864882,0.0006066993,0.0007445579,0.000001848633,0.02498165,0.7183202,0.0277905,0.0003004544,0.1017136,0.07612441],"study_design_scores_gemma":[0.00215431,0.0001133669,0.04195054,0.0001649165,0.00003307868,0.000003820118,0.003116579,0.3014543,0.027836,0.0003868687,0.6218975,0.0008887912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765075,0.0009611922,0.02069215,0.0003485269,0.00007191897,0.000996572,0.000009795902,0.0001061259,0.0003062467],"genre_scores_gemma":[0.9886826,0.0001110286,0.01034632,0.00002084771,0.00001479872,0.00007747459,0.000008855793,0.00004073189,0.0006973476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5201839,"threshold_uncertainty_score":0.5116102,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001556893,0.0001285323,0.0001688448,0.00009435661,0.00004740579,0.0001871711,0.0005937871,0.00007498881,0.0002108503],"category_scores_gemma":[0.000006496688,0.000096544,0.00004211811,0.0001209743,0.00004543957,0.001640524,0.000115803,0.00007820035,0.00009861312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003543837,"about_ca_system_score_gemma":0.00001795475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001634004,"about_ca_topic_score_gemma":0.00003988447,"domain_scores_codex":[0.9988876,0.00007963877,0.0002943281,0.000264833,0.0002642989,0.0002093054],"domain_scores_gemma":[0.9991568,0.00001954894,0.00008382597,0.000511045,0.0001306082,0.00009820524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005537392,0.00153462,0.01379738,0.00105583,0.0001564191,0.00001581507,0.00622087,0.00004985009,0.3819293,0.3343209,0.1253292,0.1355345],"study_design_scores_gemma":[0.0008718066,0.003862333,0.01557845,0.0008273254,0.00003257064,0.00001190045,0.0007020113,0.5637732,0.3992852,0.01311273,0.001018445,0.0009240113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6358721,0.00005029688,0.3534949,0.0003524589,0.0003155459,0.0005518825,0.000002091373,0.0005726881,0.008788042],"genre_scores_gemma":[0.9813785,0.000002915824,0.0182748,0.00007416336,0.0000364716,0.00001448167,0.000003770692,0.000008890859,0.0002059907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5637234,"threshold_uncertainty_score":0.393695,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001769148,0.0001081965,0.0001293977,0.00008682838,0.00003936726,0.00001658352,0.00025975,0.00008703119,0.00115423],"category_scores_gemma":[0.00007885881,0.0001010798,0.00003123232,0.0002555723,0.0001807533,0.0003276799,0.0001811041,0.0001112456,0.0007873563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306009,"about_ca_system_score_gemma":0.00000345289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183457,"about_ca_topic_score_gemma":0.001014828,"domain_scores_codex":[0.9989951,0.00005266599,0.0002660593,0.0002289927,0.0002248862,0.0002322548],"domain_scores_gemma":[0.9995175,0.00006195132,0.00008653243,0.0002839841,0.000011566,0.00003844218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002058856,0.0001634783,0.7306964,0.00003318267,0.00001389019,0.000005109699,0.001255067,0.001148434,0.2157431,0.0001023541,0.01090609,0.03991227],"study_design_scores_gemma":[0.000179869,0.0001014387,0.9139898,0.00001356928,0.000003845222,0.000001766326,0.0004709103,0.001955604,0.07518209,0.006941184,0.00100429,0.0001555695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981959,0.00006595326,0.0004528011,0.0001980838,0.0000886561,0.0002375287,0.000004328067,0.0001196818,0.0006369993],"genre_scores_gemma":[0.9970466,0.00002245526,0.002702508,0.0000188933,0.00001721777,0.00003062692,0.000002476816,0.00001224006,0.0001469292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832935,"threshold_uncertainty_score":0.9999906,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001115274,0.0001506211,0.0001674608,0.0000437867,0.00007670934,0.00002473167,0.0001774369,0.00006328962,0.01986913],"category_scores_gemma":[0.00003164491,0.0001366838,0.00005090912,0.0002644346,0.00008013516,0.0003092225,0.00009534286,0.000046184,0.0008035743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008905988,"about_ca_system_score_gemma":0.000006181853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002643316,"about_ca_topic_score_gemma":0.0006888729,"domain_scores_codex":[0.9988789,0.00006586257,0.0002778854,0.0002763043,0.0003064763,0.0001945778],"domain_scores_gemma":[0.9994284,0.0000326742,0.00017225,0.0002673919,0.00003360005,0.00006569832],"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":[0.00009690909,0.001431045,0.2661031,0.0001646719,0.00006458899,0.000003937158,0.0008235913,0.007544202,0.3978862,0.001665062,0.1217494,0.2024674],"study_design_scores_gemma":[0.0004611692,0.0003496027,0.8483514,0.00006512646,0.00002865487,7.937139e-7,0.00004472534,0.08084133,0.03393168,0.0002702395,0.03526669,0.0003885464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697918,0.0000268593,0.005828974,0.0003527802,0.00009250093,0.0003729533,0.00001200574,0.00005983193,0.02346231],"genre_scores_gemma":[0.9975354,0.0001097824,0.0001757933,0.001077205,0.00004429811,0.00003181332,0.0001027189,0.0000202556,0.0009027278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5822483,"threshold_uncertainty_score":0.9999744,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001849358,0.0001760211,0.0001603915,0.0001177147,0.0005132759,0.0004875993,0.0003541057,0.0001017694,0.006543152],"category_scores_gemma":[0.0001541268,0.000146941,0.00004396151,0.0002993733,0.0001007028,0.00114527,0.00002218201,0.0001600974,0.001428288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001445115,"about_ca_system_score_gemma":0.0001243902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008411762,"about_ca_topic_score_gemma":0.0147929,"domain_scores_codex":[0.9984069,0.0001104165,0.0002427439,0.0003892364,0.0003291366,0.0005216074],"domain_scores_gemma":[0.9986353,0.0001321796,0.00002863973,0.0003055939,0.0005923874,0.0003059223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000158495,0.0002899987,0.1688141,0.0001287278,0.0001580227,0.00002017675,0.004969759,0.4198634,0.007837554,0.00006111262,0.2194348,0.1782639],"study_design_scores_gemma":[0.0004931002,0.0003472357,0.1228631,0.00001054694,0.00001718101,0.000004309917,0.0004454934,0.8725853,0.0004081964,0.0006498545,0.001913311,0.0002623887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471832,0.00014532,0.04892692,0.0006674072,0.0002462434,0.001385253,0.0005986137,0.000193801,0.0006532286],"genre_scores_gemma":[0.9711506,0.00002727574,0.02419613,0.0003993382,0.0001745919,0.00001428499,0.001795293,0.00001612686,0.002226337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4527219,"threshold_uncertainty_score":0.9993492,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000486995,0.0001527203,0.0001374277,0.0001191636,0.00009560263,0.00005962079,0.0002050491,0.00009479585,0.000181847],"category_scores_gemma":[0.00007249931,0.000155128,0.0000534826,0.0001752276,0.0000266554,0.0001916671,0.00002494043,0.0001267795,0.0001992403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004944724,"about_ca_system_score_gemma":0.0000106654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001250872,"about_ca_topic_score_gemma":0.000147341,"domain_scores_codex":[0.9992841,0.000004021987,0.0001828885,0.0001443038,0.00007212849,0.0003125021],"domain_scores_gemma":[0.9994102,0.00009566201,0.00001817545,0.0003410344,0.00007490867,0.00006009472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001810014,0.00003678565,0.0005055064,0.0002866026,0.0001669981,0.000001582827,0.0006609335,0.2457424,0.005802592,0.005276432,0.6845918,0.05692662],"study_design_scores_gemma":[0.0004019213,0.00005120486,0.005840227,0.00007386523,0.00004331578,0.000004024415,0.0006518078,0.9111741,0.003439791,0.006935659,0.07084367,0.000540423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.499833,0.002006552,0.4804389,0.001089585,0.001326599,0.001400381,0.0001046787,0.007020461,0.006779858],"genre_scores_gemma":[0.9553522,0.0001130419,0.04299383,0.00002434422,0.0000860433,0.00008016623,0.00004862081,0.00006410989,0.001237684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6654317,"threshold_uncertainty_score":0.6325938,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001462478,0.0001256717,0.0001769825,0.00007078827,0.00009592851,0.00004693552,0.0002812775,0.00006781493,0.002552361],"category_scores_gemma":[0.00006745559,0.00007247915,0.00005090319,0.000160621,0.0002572352,0.0001863958,0.00004724397,0.0001521029,0.00009662307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003876689,"about_ca_system_score_gemma":0.00003650663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01984643,"about_ca_topic_score_gemma":0.01103658,"domain_scores_codex":[0.9990129,0.00009920385,0.0001979207,0.0001982154,0.000242524,0.0002491725],"domain_scores_gemma":[0.999217,0.0002348907,0.00008230144,0.000277851,0.00009988963,0.00008807398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007810262,0.00009227241,0.5239123,0.00023706,0.0001814122,0.000003279483,0.003623214,0.01304497,0.364842,6.804627e-7,0.007242656,0.08674207],"study_design_scores_gemma":[0.0002716199,0.0001381401,0.7392128,0.00003495969,0.00002629298,0.000004084746,0.0008143898,0.1688176,0.08900331,0.001488045,0.00005130093,0.0001374915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959029,0.0005318347,0.001851033,0.00005514771,0.0001397285,0.0003090892,0.0003016146,0.00001727257,0.0008913946],"genre_scores_gemma":[0.9993082,0.00007840987,0.0003025561,0.00003268426,0.00005575239,0.000001428627,0.00001769342,0.000005858805,0.0001974035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758387,"threshold_uncertainty_score":0.9983594,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000273234,0.0002207815,0.0002920783,0.0002215773,0.0002430667,0.00007006445,0.0003079444,0.0001867094,0.02184749],"category_scores_gemma":[0.00005717855,0.0001882832,0.00007544144,0.0001862098,0.000132943,0.0003533888,0.0000157102,0.0002133655,0.001743489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001926133,"about_ca_system_score_gemma":0.0001322336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6487697,"about_ca_topic_score_gemma":0.9092124,"domain_scores_codex":[0.9980448,0.00008603911,0.0003130011,0.0004057601,0.00007876394,0.001071645],"domain_scores_gemma":[0.9990882,0.0001762134,0.0000681026,0.0002379261,0.0000498659,0.000379728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001614751,0.00001328695,0.8433111,0.00002169918,0.0000173468,0.00001003373,0.0003334357,0.0002709829,0.0000230503,0.0000460368,0.1523582,0.003578638],"study_design_scores_gemma":[0.0004458083,0.00018824,0.9399465,0.00001731337,0.00001077153,0.000008850206,0.0008602288,0.03791602,0.00003205879,0.002570783,0.0176443,0.0003590723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823856,0.00009232554,0.000003216635,0.001055255,0.0004829396,0.0005585204,0.000119134,0.00003924762,0.01526371],"genre_scores_gemma":[0.9962313,0.00003427567,0.0002106951,0.001017184,0.0001488908,0.000005391858,0.0004551474,0.0000103524,0.001886759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604426,"threshold_uncertainty_score":0.9990337,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008537269,0.0001272386,0.0001174661,0.000027363,0.000233024,0.00001900351,0.0002114285,0.00003882145,0.001065478],"category_scores_gemma":[0.00001348996,0.00007986214,0.0000330474,0.0001758044,0.0006213225,0.0003351882,0.0002071079,0.00009520823,0.0002805336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004336489,"about_ca_system_score_gemma":0.000004439067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005041299,"about_ca_topic_score_gemma":0.004284827,"domain_scores_codex":[0.9991689,0.00004011411,0.0001554052,0.0002064614,0.0001892808,0.0002398571],"domain_scores_gemma":[0.9996211,0.00002161866,0.0001045343,0.0001930572,0.00001139376,0.00004827655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006839538,0.00001390157,0.8630153,0.000009598154,0.00002590697,8.118047e-7,0.0015766,0.0002358047,0.0001307684,0.00002276545,0.134782,0.0001797267],"study_design_scores_gemma":[0.000207067,0.0000701657,0.9961656,0.0000149197,0.00002767823,0.000001111465,0.001885674,0.0001642472,0.0002445983,0.000285434,0.0008146871,0.0001188202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826242,0.000003972075,0.00002200518,0.001730879,0.0001461241,0.0003485236,0.000002741857,0.00002973202,0.01509187],"genre_scores_gemma":[0.9984996,0.000009176206,0.0001471869,0.0004108005,0.00002274933,0.00002003194,0.000005393504,0.00001070353,0.0008743164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339673,"threshold_uncertainty_score":0.9998477,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005234722,0.0001100419,0.0001055955,0.00007476856,0.00002944439,0.00002442006,0.0001197825,0.00006366843,0.00127319],"category_scores_gemma":[0.0000247193,0.00009416509,0.00003294643,0.00008213009,0.00001556211,0.000139597,0.0000204779,0.000107272,0.0004298381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003133257,"about_ca_system_score_gemma":0.00001570239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008338624,"about_ca_topic_score_gemma":0.00003362826,"domain_scores_codex":[0.9992661,0.00001135057,0.0001670914,0.0001167114,0.000205076,0.0002335948],"domain_scores_gemma":[0.9995891,0.00002832972,0.00001460072,0.0002027871,0.00006384952,0.0001012805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006084505,0.00003603434,0.0007063433,0.0000217807,0.00003878714,0.000004398583,0.0003957692,0.4498654,0.01070733,0.000236747,0.5343179,0.003663346],"study_design_scores_gemma":[0.001654799,0.00110993,0.1382462,0.0002659008,0.00001994815,0.00001644852,0.0001892667,0.3919582,0.3594297,0.0009134027,0.1046817,0.001514456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944214,0.0001228544,0.0003238502,0.0001819112,0.00009681907,0.0001146255,0.000002225506,0.00007224876,0.004664074],"genre_scores_gemma":[0.9982415,0.0000775617,0.0008242223,0.0002105422,0.00005617828,0.00002174481,0.00001063888,0.0000157674,0.0005417942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4296362,"threshold_uncertainty_score":0.9996398,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637146,0.0002079749,0.0001949248,0.00003775559,0.0002989451,0.000155937,0.001942945,0.00004801762,0.00006718905],"category_scores_gemma":[0.00002081977,0.0001983927,0.00004188968,0.0002569724,0.00004652359,0.0005534714,0.0005746551,0.0001302126,0.0000236424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115606,"about_ca_system_score_gemma":0.0002092344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01373512,"about_ca_topic_score_gemma":0.02007101,"domain_scores_codex":[0.9982311,0.00002874081,0.0003334266,0.0006592039,0.00026909,0.0004784202],"domain_scores_gemma":[0.9978428,0.0001988151,0.0001455148,0.001397648,0.0002322379,0.0001829295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001352392,0.00004192659,0.0001317214,0.00001427876,0.0000175297,0.000001620852,0.00001396388,0.00831056,0.00003895261,0.01916252,0.958448,0.01381758],"study_design_scores_gemma":[0.000151787,0.00002205424,0.0003454656,0.00001869126,0.000005138558,0.000004648919,0.00001533168,0.7076718,0.00004860771,0.006158129,0.2853487,0.000209642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009749297,0.0002033329,0.9925523,0.004296604,0.0001887191,0.0009789846,0.0001649618,0.000245965,0.000394138],"genre_scores_gemma":[0.4312464,0.00008714996,0.5626937,0.003603857,0.0003242288,0.0001723337,0.0004363064,0.00004302714,0.001392974],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6993613,"threshold_uncertainty_score":0.9978101,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003621257,0.0003469085,0.0003785444,0.0001135121,0.000100105,0.0001361786,0.0005176585,0.0001374995,0.0004007415],"category_scores_gemma":[0.00006848461,0.0002765541,0.0001202965,0.00008913256,0.00009785978,0.0006031003,0.00005623954,0.0002145809,0.0002800965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069176,"about_ca_system_score_gemma":0.00001434868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006645544,"about_ca_topic_score_gemma":0.0007976693,"domain_scores_codex":[0.9981685,0.000113537,0.0004796142,0.0003582751,0.0002772374,0.0006028516],"domain_scores_gemma":[0.9988803,0.0002297952,0.00008310573,0.0006474559,0.00003578137,0.0001235123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000336979,0.003198788,0.1753541,0.00202785,0.0009508919,0.00004783322,0.03399147,0.03599185,0.4171283,0.002569623,0.2704765,0.05792576],"study_design_scores_gemma":[0.005060141,0.001696224,0.1187396,0.0002636297,0.0001507176,0.00001810224,0.01212622,0.3743384,0.005541998,0.001941661,0.4775375,0.0025858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883888,0.0003784291,0.004189663,0.0002398811,0.0005260454,0.003546211,0.00006944546,0.0002423707,0.002419175],"genre_scores_gemma":[0.994467,0.00001373061,0.002576426,0.0001125329,0.0005144932,0.0007327446,0.00004751739,0.0001120921,0.001423515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115863,"threshold_uncertainty_score":0.9999686,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000395636,0.0001945176,0.0003085003,0.0001501439,0.0001184021,0.00005776804,0.0001866929,0.00007107957,0.0001967431],"category_scores_gemma":[0.00003526689,0.0001607776,0.00007535551,0.0001700615,0.0001619237,0.0005482591,0.0000160261,0.00011427,0.00001502851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000121877,"about_ca_system_score_gemma":0.00003308341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193504,"about_ca_topic_score_gemma":0.003055483,"domain_scores_codex":[0.9985042,0.00005551126,0.0003860664,0.000300786,0.0003410612,0.0004123479],"domain_scores_gemma":[0.9992443,0.0001521376,0.0001704658,0.0001705244,0.0001383526,0.0001241955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003071098,0.00002659088,0.9735187,0.0004588276,0.00002558129,0.000002463135,0.0004404112,0.0006899719,0.0000110567,0.00005304869,0.0002441176,0.02449848],"study_design_scores_gemma":[0.0006919131,0.0002143857,0.9673643,0.0003902504,0.00004700332,0.00001493983,0.001575964,0.02793517,0.00001033034,0.000773934,0.0006952306,0.000286595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876533,0.00865776,0.001819321,0.00009388477,0.0002883986,0.0008171203,0.00004479738,0.0000286222,0.0005968087],"genre_scores_gemma":[0.9969351,0.001967117,0.0008856441,0.00004956192,0.00006960378,0.000007897673,0.0000368718,0.000008518842,0.00003966266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724519,"threshold_uncertainty_score":0.6556322,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004570512,0.0001418471,0.0001263479,0.00005518388,0.0002768617,0.0001905893,0.0004362746,0.00004538138,0.00003539471],"category_scores_gemma":[0.00002933306,0.0001280531,0.00004334025,0.000204114,0.00006155001,0.0005637671,0.0001759856,0.00007870897,0.00005216699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000391483,"about_ca_system_score_gemma":0.00003942409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003245832,"about_ca_topic_score_gemma":0.00003632982,"domain_scores_codex":[0.9990337,0.00001254395,0.0002053043,0.000376376,0.0001193347,0.0002526768],"domain_scores_gemma":[0.999152,0.00007770631,0.00005046191,0.0003750418,0.0002279766,0.0001167954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004628974,0.0001838441,0.0006366202,0.00003212245,0.00003733423,0.000001768493,0.0006243107,0.01112,0.0006657995,0.4179549,0.207948,0.3607907],"study_design_scores_gemma":[0.0006832426,0.0001825866,0.005055751,0.00007497465,0.00001283909,0.00002068347,0.00005048457,0.6377656,0.0003762304,0.2300532,0.1251549,0.0005695336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008915849,0.00009198202,0.986431,0.003173013,0.00006658071,0.0008694662,0.00002376219,0.0002778714,0.0001504683],"genre_scores_gemma":[0.2180454,0.00006104014,0.779671,0.0008444555,0.00005563503,0.0006281636,0.00002342271,0.00001410026,0.0006568255],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6266456,"threshold_uncertainty_score":0.5221855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}