{"meta":{"query_hash":"2f66248938a5","filters":{"venue":"2013 OCEANS - San Diego"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2f66248938a5","api":"https://metacan.xera.ac/api/v1/cohort?venue=2013+OCEANS+-+San+Diego"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016414899206944326,"score_gpt":0.25951078369821495,"score_spread":0.24309588449127062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487738726","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008915849,0.000091982016,0.986431,0.0031730125,0.00006658071,0.0008694662,0.00002376219,0.00027787138,0.00015046826],"genre_scores_gemma":[0.2180454,0.00006104014,0.77967095,0.0008444555,0.000055635028,0.00062816363,0.000023422708,0.000014100264,0.0006568255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903375,0.000012543948,0.00020530431,0.00037637603,0.00011933474,0.00025267678],"domain_scores_gemma":[0.999152,0.00007770631,0.000050461906,0.00037504177,0.00022797658,0.00011679537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004570512,0.00014184714,0.00012634786,0.00005518388,0.00027686168,0.00019058929,0.0004362746,0.00004538138,0.000035394714],"category_scores_gemma":[0.000029333056,0.00012805313,0.00004334025,0.00020411398,0.00006155001,0.0005637671,0.00017598561,0.000078708974,0.000052166986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004628974,0.00018384412,0.0006366202,0.000032122447,0.000037334234,0.0000017684935,0.0006243107,0.011120005,0.00066579954,0.41795486,0.20794797,0.36079073],"study_design_scores_gemma":[0.00068324263,0.00018258658,0.005055751,0.000074974654,0.000012839095,0.00002068347,0.000050484574,0.6377656,0.0003762304,0.23005316,0.12515491,0.00056953356],"about_ca_topic_score_codex":0.000032458323,"about_ca_topic_score_gemma":0.000036329824,"teacher_disagreement_score":0.62664557,"about_ca_system_score_codex":0.000039148304,"about_ca_system_score_gemma":0.000039424085,"threshold_uncertainty_score":0.5221855},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.012162472732062194,"score_gpt":0.20777969573164734,"score_spread":0.19561722299958514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489382928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876533,0.00865776,0.0018193212,0.000093884766,0.0002883986,0.0008171203,0.000044797376,0.000028622202,0.00059680874],"genre_scores_gemma":[0.9969351,0.001967117,0.00088564405,0.000049561924,0.000069603775,0.000007897673,0.000036871803,0.000008518842,0.00003966266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985042,0.000055511264,0.00038606636,0.00030078596,0.00034106124,0.0004123479],"domain_scores_gemma":[0.99924433,0.00015213761,0.00017046585,0.00017052438,0.00013835258,0.00012419546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039563602,0.00019451756,0.0003085003,0.00015014387,0.00011840207,0.000057768044,0.00018669294,0.00007107957,0.00019674312],"category_scores_gemma":[0.00003526689,0.00016077764,0.00007535551,0.00017006154,0.00016192367,0.00054825906,0.0000160261,0.00011427004,0.0000150285105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003071098,0.000026590882,0.9735187,0.00045882765,0.00002558129,0.0000024631347,0.00044041118,0.0006899719,0.000011056696,0.000053048694,0.00024411757,0.02449848],"study_design_scores_gemma":[0.0006919131,0.00021438568,0.9673643,0.00039025035,0.000047003323,0.000014939828,0.0015759639,0.027935166,0.0000103303355,0.000773934,0.00069523056,0.00028659496],"about_ca_topic_score_codex":0.0019350399,"about_ca_topic_score_gemma":0.0030554826,"teacher_disagreement_score":0.027245194,"about_ca_system_score_codex":0.000012187701,"about_ca_system_score_gemma":0.000033083412,"threshold_uncertainty_score":0.6556322},"labels":[],"label_agreement":null},{"id":"W1494097354","doi":"","title":"An agile single board quadrotor providing &#x201C;eye in the sky&#x201D; 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013942279996230707,"score_gpt":0.21985993058382203,"score_spread":0.20591765058759132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494097354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883888,0.00037842913,0.004189663,0.0002398811,0.0005260454,0.0035462114,0.000069445465,0.00024237075,0.0024191746],"genre_scores_gemma":[0.99446696,0.000013730606,0.002576426,0.0001125329,0.0005144932,0.00073274464,0.00004751739,0.000112092144,0.0014235149],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816847,0.00011353705,0.00047961422,0.00035827508,0.00027723736,0.0006028516],"domain_scores_gemma":[0.9988803,0.00022979523,0.00008310573,0.0006474559,0.00003578137,0.00012351229],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036212575,0.00034690852,0.00037854438,0.000113512055,0.00010010502,0.0001361786,0.00051765854,0.00013749952,0.0004007415],"category_scores_gemma":[0.00006848461,0.0002765541,0.00012029653,0.00008913256,0.00009785978,0.00060310034,0.000056239543,0.00021458085,0.00028009646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000336979,0.0031987883,0.17535414,0.0020278501,0.0009508919,0.00004783322,0.033991467,0.035991848,0.4171283,0.0025696226,0.27047652,0.05792576],"study_design_scores_gemma":[0.0050601405,0.0016962244,0.11873965,0.00026362968,0.00015071765,0.000018102237,0.012126218,0.37433836,0.0055419984,0.0019416611,0.4775375,0.0025858004],"about_ca_topic_score_codex":0.0006645544,"about_ca_topic_score_gemma":0.0007976693,"teacher_disagreement_score":0.41158628,"about_ca_system_score_codex":0.00020691755,"about_ca_system_score_gemma":0.000014348685,"threshold_uncertainty_score":0.99996865},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Oceanography; Transect; Fishery; Hotspot (geology); Zooplankton; Geography; Environmental science; Geology; Biology","score_opus":0.015002077105585524,"score_gpt":0.20502671281941742,"score_spread":0.1900246357138319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508462268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98238564,0.00009232554,0.000003216635,0.001055255,0.00048293956,0.0005585204,0.000119134005,0.00003924762,0.015263706],"genre_scores_gemma":[0.9962313,0.000034275672,0.00021069507,0.0010171836,0.00014889079,0.000005391858,0.00045514738,0.000010352397,0.0018867587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980448,0.00008603911,0.00031300113,0.00040576007,0.00007876394,0.001071645],"domain_scores_gemma":[0.99908817,0.0001762134,0.0000681026,0.00023792613,0.000049865896,0.00037972798],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027323398,0.00022078147,0.00029207827,0.00022157734,0.00024306674,0.000070064445,0.0003079444,0.00018670943,0.021847488],"category_scores_gemma":[0.00005717855,0.00018828319,0.00007544144,0.00018620976,0.00013294304,0.00035338878,0.000015710197,0.00021336552,0.0017434888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001614751,0.000013286952,0.84331113,0.000021699183,0.000017346803,0.000010033735,0.0003334357,0.0002709829,0.000023050297,0.0000460368,0.15235823,0.003578638],"study_design_scores_gemma":[0.00044580834,0.00018823997,0.93994653,0.00001731337,0.000010771527,0.000008850206,0.00086022884,0.037916023,0.00003205879,0.0025707826,0.017644301,0.0003590723],"about_ca_topic_score_codex":0.6487697,"about_ca_topic_score_gemma":0.90921235,"teacher_disagreement_score":0.26044264,"about_ca_system_score_codex":0.000019261332,"about_ca_system_score_gemma":0.00013223365,"threshold_uncertainty_score":0.99903375},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.020869759917436986,"score_gpt":0.2039946420096836,"score_spread":0.18312488209224662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1518642453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765075,0.00096119224,0.020692147,0.00034852693,0.00007191897,0.000996572,0.000009795902,0.000106125866,0.00030624671],"genre_scores_gemma":[0.98868257,0.00011102861,0.010346319,0.000020847714,0.000014798719,0.00007747459,0.000008855793,0.00004073189,0.00069734757],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885005,0.000035316883,0.0005199334,0.00014636308,0.00014519798,0.0003031161],"domain_scores_gemma":[0.999331,0.00008948229,0.00006647234,0.0004240183,0.000023744871,0.00006529253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275765,0.00016105169,0.00018288697,0.000037687587,0.00011086476,0.000050624305,0.00038599796,0.000057221485,0.000084204476],"category_scores_gemma":[0.0000013463149,0.0001254598,0.000053700678,0.000058625716,0.000038863946,0.00009554513,0.000068023444,0.00009167147,0.00008823831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052870004,0.00071445096,0.048648816,0.00060669926,0.00074455794,0.0000018486332,0.02498165,0.7183202,0.027790496,0.00030045444,0.10171359,0.07612441],"study_design_scores_gemma":[0.0021543095,0.0001133669,0.04195054,0.00016491655,0.000033078675,0.0000038201183,0.0031165786,0.30145428,0.027835997,0.00038686866,0.62189746,0.0008887912],"about_ca_topic_score_codex":0.000079058715,"about_ca_topic_score_gemma":0.00037299003,"teacher_disagreement_score":0.52018386,"about_ca_system_score_codex":0.0001557414,"about_ca_system_score_gemma":0.000022704211,"threshold_uncertainty_score":0.5116102},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.030351621172324504,"score_gpt":0.1971791462607779,"score_spread":0.1668275250884534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523736385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883776,0.00046993364,0.0006695933,0.00031340853,0.00073787064,0.0004756652,0.000023040531,0.0002973255,0.008635574],"genre_scores_gemma":[0.99793863,0.000048215217,0.0005862224,0.00002681011,0.00016789582,0.00002822608,0.000011475948,0.000040329785,0.0011522064],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872637,0.000039647057,0.00033518954,0.00021995441,0.0003060666,0.00037276698],"domain_scores_gemma":[0.9991906,0.00005297554,0.00007901733,0.0004317722,0.00018166733,0.00006390942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012673132,0.00022387381,0.0002656446,0.00012012085,0.00015807789,0.000027139527,0.00013924362,0.00016030991,0.00061520806],"category_scores_gemma":[0.00004137856,0.00017382723,0.00013983456,0.00023455283,0.00010647181,0.00016327442,0.00006127692,0.00025442927,0.00018133364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007198226,0.00059680286,0.0021135113,0.0002128687,0.0013806615,0.000015827649,0.0031015435,0.0087568285,0.56844574,0.011031486,0.3361713,0.068101466],"study_design_scores_gemma":[0.0049979687,0.0008570051,0.10341588,0.00020853737,0.00044953966,0.00015133995,0.0047439844,0.6905355,0.109235585,0.036853552,0.046150263,0.0024008714],"about_ca_topic_score_codex":0.0004446444,"about_ca_topic_score_gemma":0.000116280855,"teacher_disagreement_score":0.68177867,"about_ca_system_score_codex":0.00014816201,"about_ca_system_score_gemma":0.00001753203,"threshold_uncertainty_score":0.70884687},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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)","score_opus":0.012010686026271353,"score_gpt":0.20685354427630762,"score_spread":0.19484285825003628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524574861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959029,0.0005318347,0.001851033,0.000055147713,0.00013972851,0.00030908917,0.00030161458,0.00001727257,0.00089139456],"genre_scores_gemma":[0.9993082,0.00007840987,0.00030255606,0.000032684256,0.00005575239,0.0000014286273,0.000017693423,0.000005858805,0.00019740351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901295,0.00009920385,0.00019792073,0.00019821539,0.00024252398,0.0002491725],"domain_scores_gemma":[0.999217,0.00023489067,0.00008230144,0.00027785104,0.00009988963,0.00008807398],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014624782,0.00012567168,0.00017698253,0.00007078827,0.00009592851,0.000046935522,0.00028127746,0.00006781493,0.002552361],"category_scores_gemma":[0.00006745559,0.000072479146,0.000050903192,0.00016062096,0.0002572352,0.00018639583,0.000047243968,0.00015210292,0.00009662307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007810262,0.000092272414,0.52391225,0.00023706004,0.00018141222,0.000003279483,0.0036232136,0.01304497,0.36484203,6.8046273e-7,0.0072426563,0.086742066],"study_design_scores_gemma":[0.00027161988,0.00013814014,0.7392128,0.000034959692,0.000026292979,0.0000040847463,0.0008143898,0.16881758,0.08900331,0.0014880445,0.00005130093,0.00013749146],"about_ca_topic_score_codex":0.019846434,"about_ca_topic_score_gemma":0.011036579,"teacher_disagreement_score":0.2758387,"about_ca_system_score_codex":0.000003876689,"about_ca_system_score_gemma":0.000036506626,"threshold_uncertainty_score":0.99835944},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007837894360785044,"score_gpt":0.2044513173878683,"score_spread":0.19661342302708323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525928228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99320143,0.0003142168,0.000025691501,0.00082828576,0.00011213507,0.00035646695,0.00008868832,0.000032344746,0.005040753],"genre_scores_gemma":[0.9972251,0.00007910905,0.001493276,0.0003861084,0.00003283789,0.0000120648565,0.00013283151,0.0000038049616,0.00063485367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989165,0.00003084242,0.00027048864,0.00025629712,0.0001275229,0.00039836098],"domain_scores_gemma":[0.99950254,0.00014925857,0.000058360074,0.00013248723,0.000048050286,0.00010932211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016285903,0.00015816411,0.00019626864,0.00008186557,0.00008525223,0.000088752626,0.00016702665,0.000122893,0.011433903],"category_scores_gemma":[0.00005391629,0.00011734274,0.00003106471,0.00024102887,0.00009141675,0.00052028644,0.000017818717,0.00015071938,0.00049998757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024558994,0.000038751878,0.97494364,0.000033068787,0.00000513828,0.0000056197873,0.00039574975,0.00017292195,0.0000052228224,0.00023109034,0.01943773,0.004706495],"study_design_scores_gemma":[0.00050145155,0.00013365633,0.9781294,0.000025462714,0.000003895513,0.000008674152,0.0001990131,0.003382595,0.000024193609,0.009236652,0.008142136,0.00021286661],"about_ca_topic_score_codex":0.0043454166,"about_ca_topic_score_gemma":0.006699954,"teacher_disagreement_score":0.011295594,"about_ca_system_score_codex":0.0000038767835,"about_ca_system_score_gemma":0.000021490527,"threshold_uncertainty_score":0.98946977},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.012045842692652799,"score_gpt":0.21247693661592296,"score_spread":0.20043109392327016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548406203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96979177,0.0000268593,0.005828974,0.00035278025,0.00009250093,0.00037295328,0.000012005736,0.000059831928,0.023462312],"genre_scores_gemma":[0.9975354,0.000109782435,0.0001757933,0.0010772046,0.000044298107,0.000031813324,0.00010271894,0.000020255598,0.0009027278],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988789,0.00006586257,0.00027788535,0.00027630434,0.0003064763,0.00019457776],"domain_scores_gemma":[0.9994284,0.000032674205,0.00017224999,0.00026739188,0.00003360005,0.00006569832],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011152736,0.00015062114,0.00016746082,0.0000437867,0.00007670934,0.000024731666,0.00017743693,0.00006328962,0.019869132],"category_scores_gemma":[0.000031644908,0.00013668378,0.000050909122,0.00026443464,0.00008013516,0.0003092225,0.00009534286,0.000046184003,0.0008035743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009690909,0.0014310451,0.2661031,0.0001646719,0.00006458899,0.000003937158,0.00082359125,0.0075442023,0.39788616,0.0016650623,0.12174936,0.20246741],"study_design_scores_gemma":[0.0004611692,0.00034960266,0.8483514,0.000065126456,0.000028654875,7.9371387e-7,0.000044725344,0.08084133,0.03393168,0.00027023946,0.035266694,0.00038854638],"about_ca_topic_score_codex":0.002643316,"about_ca_topic_score_gemma":0.0006888729,"teacher_disagreement_score":0.58224833,"about_ca_system_score_codex":0.00008905988,"about_ca_system_score_gemma":0.000006181853,"threshold_uncertainty_score":0.9999744},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011790619242030126,"score_gpt":0.20844765789617314,"score_spread":0.19665703865414302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550766054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164647,0.00043756838,0.0003159371,0.00001850648,0.00017489305,0.00016170005,0.0000058505498,0.0001145872,0.0071244924],"genre_scores_gemma":[0.9970918,0.00014933519,0.0021657941,0.000014629101,0.00011700672,0.000015188259,0.000013435915,0.00004019886,0.00039258387],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880457,0.000014937611,0.00026963573,0.0001656232,0.00026675087,0.0004784925],"domain_scores_gemma":[0.9994787,0.000021684351,0.000026916627,0.0002489349,0.000056540026,0.00016722333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000089015026,0.00018883355,0.00021897687,0.00013484951,0.000051143397,0.000027862763,0.00019955948,0.000073745185,0.0012618684],"category_scores_gemma":[0.000012037171,0.0001699389,0.000057914523,0.00021362539,0.00006174621,0.0002318649,0.00006278339,0.00015189602,0.0002198207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010714422,0.00045376542,0.06427886,0.0016330516,0.00079000863,0.000066764966,0.0043197325,0.2536669,0.2656201,0.00029356868,0.31130362,0.09746649],"study_design_scores_gemma":[0.00088104955,0.00027823934,0.042130828,0.00017004249,0.000018975485,0.000031210748,0.00019402077,0.90993494,0.039913196,0.000103050224,0.0057145064,0.0006299409],"about_ca_topic_score_codex":0.00031542446,"about_ca_topic_score_gemma":0.000047767313,"teacher_disagreement_score":0.65626806,"about_ca_system_score_codex":0.00008191979,"about_ca_system_score_gemma":0.00003179062,"threshold_uncertainty_score":0.99965113},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01003676301723171,"score_gpt":0.18305635052440478,"score_spread":0.17301958750717306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554131636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826242,0.000003972075,0.000022005179,0.0017308793,0.00014612406,0.00034852355,0.0000027418569,0.000029732024,0.01509187],"genre_scores_gemma":[0.99849963,0.000009176206,0.00014718686,0.00041080048,0.000022749327,0.000020031945,0.000005393504,0.000010703531,0.0008743164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991689,0.000040114108,0.00015540517,0.00020646135,0.00018928079,0.00023985714],"domain_scores_gemma":[0.9996211,0.000021618656,0.000104534316,0.00019305722,0.000011393761,0.000048276554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008537269,0.00012723861,0.000117466065,0.000027363005,0.00023302395,0.000019003506,0.00021142853,0.000038821447,0.0010654781],"category_scores_gemma":[0.00001348996,0.00007986214,0.0000330474,0.0001758044,0.00062132254,0.00033518823,0.00020710792,0.000095208234,0.0002805336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068395384,0.000013901569,0.8630153,0.000009598154,0.00002590697,8.1180474e-7,0.0015766005,0.00023580468,0.00013076844,0.000022765445,0.13478196,0.00017972673],"study_design_scores_gemma":[0.00020706705,0.000070165705,0.9961656,0.0000149197,0.000027678234,0.0000011114654,0.0018856744,0.00016424716,0.00024459834,0.00028543404,0.0008146871,0.0001188202],"about_ca_topic_score_codex":0.00050412986,"about_ca_topic_score_gemma":0.004284827,"teacher_disagreement_score":0.13396728,"about_ca_system_score_codex":0.000043364893,"about_ca_system_score_gemma":0.0000044390667,"threshold_uncertainty_score":0.9998477},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01849756201338166,"score_gpt":0.24346193214220807,"score_spread":0.22496437012882642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558690717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819595,0.00006595326,0.00045280112,0.00019808384,0.000088656096,0.00023752874,0.0000043280666,0.00011968178,0.0006369993],"genre_scores_gemma":[0.99704665,0.000022455255,0.0027025081,0.000018893295,0.00001721777,0.000030626918,0.0000024768158,0.000012240055,0.00014692923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989951,0.000052665986,0.0002660593,0.00022899272,0.00022488621,0.00023225478],"domain_scores_gemma":[0.9995175,0.000061951316,0.000086532425,0.0002839841,0.000011566,0.000038442184],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017691478,0.00010819651,0.00012939768,0.00008682838,0.000039367256,0.000016583515,0.00025975,0.00008703119,0.0011542296],"category_scores_gemma":[0.00007885881,0.00010107981,0.000031232317,0.0002555723,0.0001807533,0.00032767994,0.00018110411,0.000111245645,0.00078735634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020588555,0.00016347831,0.7306964,0.000033182674,0.000013890186,0.000005109699,0.0012550673,0.0011484337,0.21574312,0.00010235415,0.010906094,0.039912272],"study_design_scores_gemma":[0.00017986902,0.00010143873,0.91398984,0.000013569284,0.0000038452217,0.0000017663258,0.0004709103,0.0019556044,0.07518209,0.006941184,0.0010042903,0.00015556946],"about_ca_topic_score_codex":0.004183457,"about_ca_topic_score_gemma":0.0010148275,"teacher_disagreement_score":0.18329346,"about_ca_system_score_codex":0.00013060094,"about_ca_system_score_gemma":0.0000034528896,"threshold_uncertainty_score":0.99999064},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014532200399390113,"score_gpt":0.21453095225027233,"score_spread":0.19999875185088223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598930959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.499833,0.0020065517,0.4804389,0.0010895848,0.001326599,0.0014003809,0.000104678686,0.0070204614,0.0067798584],"genre_scores_gemma":[0.9553522,0.00011304188,0.04299383,0.000024344223,0.0000860433,0.00008016623,0.00004862081,0.00006410989,0.0012376839],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928415,0.0000040219866,0.0001828885,0.00014430385,0.00007212849,0.0003125021],"domain_scores_gemma":[0.99941015,0.00009566201,0.000018175451,0.00034103438,0.00007490867,0.000060094717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000486995,0.00015272033,0.0001374277,0.00011916359,0.00009560263,0.000059620794,0.00020504907,0.000094795854,0.00018184696],"category_scores_gemma":[0.00007249931,0.00015512804,0.000053482596,0.00017522764,0.000026655396,0.00019166707,0.000024940431,0.0001267795,0.00019924027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001810014,0.00003678565,0.0005055064,0.0002866026,0.00016699814,0.0000015828267,0.0006609335,0.24574235,0.0058025923,0.0052764323,0.68459177,0.05692662],"study_design_scores_gemma":[0.00040192128,0.000051204857,0.005840227,0.00007386523,0.000043315784,0.0000040244154,0.00065180776,0.9111741,0.0034397913,0.0069356593,0.07084367,0.00054042303],"about_ca_topic_score_codex":0.00012508717,"about_ca_topic_score_gemma":0.00014734104,"teacher_disagreement_score":0.66543174,"about_ca_system_score_codex":0.000049447244,"about_ca_system_score_gemma":0.0000106654015,"threshold_uncertainty_score":0.63259375},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.035309349221978585,"score_gpt":0.2712971899078016,"score_spread":0.235987840685823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600852968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9471832,0.00014531998,0.048926923,0.00066740724,0.0002462434,0.0013852534,0.0005986137,0.000193801,0.0006532286],"genre_scores_gemma":[0.97115064,0.000027275735,0.024196135,0.00039933817,0.00017459187,0.000014284986,0.0017952927,0.000016126864,0.0022263373],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984069,0.00011041652,0.00024274392,0.00038923637,0.0003291366,0.0005216074],"domain_scores_gemma":[0.9986353,0.00013217962,0.00002863973,0.0003055939,0.0005923874,0.00030592232],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018493576,0.0001760211,0.00016039154,0.00011771467,0.0005132759,0.0004875993,0.00035410566,0.00010176944,0.0065431525],"category_scores_gemma":[0.0001541268,0.000146941,0.000043961507,0.00029937326,0.00010070275,0.00114527,0.000022182006,0.00016009739,0.0014282878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015849504,0.00028999866,0.1688141,0.0001287278,0.00015802265,0.000020176754,0.0049697594,0.41986337,0.007837554,0.000061112616,0.2194348,0.1782639],"study_design_scores_gemma":[0.0004931002,0.00034723573,0.12286308,0.000010546944,0.00001718101,0.000004309917,0.00044549344,0.8725853,0.00040819636,0.0006498545,0.0019133108,0.00026238873],"about_ca_topic_score_codex":0.008411762,"about_ca_topic_score_gemma":0.014792902,"teacher_disagreement_score":0.45272192,"about_ca_system_score_codex":0.000014451149,"about_ca_system_score_gemma":0.00012439022,"threshold_uncertainty_score":0.99934924},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013530701288093246,"score_gpt":0.25479102837143286,"score_spread":0.2412603270833396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603948147","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4906883,0.00017600242,0.50706464,0.00008575374,0.00023702308,0.00089531235,0.000025733496,0.00044866145,0.0003785692],"genre_scores_gemma":[0.9905049,0.000011930039,0.009025164,0.000016506085,0.00009713453,0.000050640698,0.00014468608,0.000042106025,0.00010693906],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992825,0.000016015634,0.00026510627,0.00013710088,0.000117142845,0.00018217262],"domain_scores_gemma":[0.9995406,0.000039248935,0.00007004573,0.00016611128,0.00013257384,0.000051367522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007069509,0.00014650541,0.00021356232,0.00008943306,0.0000581733,0.000035915342,0.0000816587,0.00015806861,0.000031532225],"category_scores_gemma":[0.000017564573,0.00014369482,0.00007571511,0.00014576699,0.000024455434,0.00017097626,0.000006781496,0.00010915577,0.000008820213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007283013,0.00025080537,0.011123947,0.001195463,0.00023771664,0.0000016065183,0.003563788,0.27304015,0.38846418,0.001341707,0.13645537,0.18425244],"study_design_scores_gemma":[0.00027620042,0.00013306036,0.0042783124,0.000071929586,0.000034093646,0.000001629813,0.00015883057,0.83561814,0.15606269,0.00038459635,0.0027731329,0.0002074028],"about_ca_topic_score_codex":0.00010384181,"about_ca_topic_score_gemma":0.00015750345,"teacher_disagreement_score":0.56257796,"about_ca_system_score_codex":0.000054893993,"about_ca_system_score_gemma":0.000007111024,"threshold_uncertainty_score":0.58597046},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02468255892477624,"score_gpt":0.2593782568342305,"score_spread":0.23469569790945424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605240210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63587207,0.000050296876,0.3534949,0.00035245885,0.00031554594,0.00055188255,0.000002091373,0.00057268806,0.008788042],"genre_scores_gemma":[0.9813785,0.0000029158243,0.018274799,0.00007416336,0.0000364716,0.000014481667,0.0000037706918,0.000008890859,0.00020599067],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988876,0.00007963877,0.0002943281,0.000264833,0.0002642989,0.00020930538],"domain_scores_gemma":[0.9991568,0.000019548945,0.000083825966,0.00051104504,0.00013060823,0.000098205244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015568933,0.00012853231,0.00016884481,0.00009435661,0.00004740579,0.00018717111,0.0005937871,0.00007498881,0.00021085028],"category_scores_gemma":[0.0000064966885,0.000096544,0.00004211811,0.00012097426,0.000045439567,0.0016405244,0.000115803035,0.00007820035,0.00009861312],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055373923,0.00153462,0.013797377,0.0010558299,0.00015641913,0.000015815067,0.0062208697,0.000049850092,0.38192928,0.33432093,0.12532915,0.1355345],"study_design_scores_gemma":[0.00087180664,0.003862333,0.015578446,0.0008273254,0.000032570635,0.000011900449,0.00070201134,0.5637732,0.3992852,0.013112733,0.001018445,0.0009240113],"about_ca_topic_score_codex":0.0001634004,"about_ca_topic_score_gemma":0.000039884468,"teacher_disagreement_score":0.5637234,"about_ca_system_score_codex":0.000035438374,"about_ca_system_score_gemma":0.000017954748,"threshold_uncertainty_score":0.393695},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009113363222421433,"score_gpt":0.21005394389907658,"score_spread":0.20094058067665516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1694361518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99442136,0.00012285436,0.00032385017,0.00018191121,0.000096819065,0.00011462548,0.0000022255065,0.00007224876,0.004664074],"genre_scores_gemma":[0.99824154,0.0000775617,0.00082422234,0.00021054216,0.000056178276,0.000021744814,0.000010638878,0.0000157674,0.0005417942],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926615,0.000011350566,0.00016709139,0.00011671143,0.00020507604,0.00023359481],"domain_scores_gemma":[0.99958915,0.000028329721,0.000014600716,0.0002027871,0.00006384952,0.000101280464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005234722,0.000110041874,0.000105595514,0.000074768555,0.000029444393,0.00002442006,0.000119782526,0.000063668434,0.0012731896],"category_scores_gemma":[0.0000247193,0.00009416509,0.00003294643,0.00008213009,0.000015562107,0.00013959702,0.000020477895,0.00010727201,0.00042983808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060845045,0.00003603434,0.00070634333,0.000021780701,0.00003878714,0.000004398583,0.0003957692,0.44986543,0.010707334,0.00023674704,0.5343179,0.0036633462],"study_design_scores_gemma":[0.0016547985,0.0011099298,0.13824622,0.00026590077,0.000019948151,0.000016448517,0.00018926674,0.39195824,0.35942972,0.0009134027,0.104681686,0.0015144562],"about_ca_topic_score_codex":0.00008338624,"about_ca_topic_score_gemma":0.00003362826,"teacher_disagreement_score":0.42963624,"about_ca_system_score_codex":0.000031332573,"about_ca_system_score_gemma":0.000015702391,"threshold_uncertainty_score":0.9996398},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04373108553183738,"score_gpt":0.28714276081117446,"score_spread":0.24341167527933708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956926196","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009749297,0.00020333291,0.99255234,0.0042966036,0.00018871906,0.0009789846,0.00016496179,0.000245965,0.00039413804],"genre_scores_gemma":[0.43124637,0.00008714996,0.5626937,0.0036038572,0.00032422884,0.00017233368,0.00043630644,0.00004302714,0.0013929736],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982311,0.000028740806,0.0003334266,0.00065920386,0.00026909,0.00047842023],"domain_scores_gemma":[0.99784285,0.00019881515,0.00014551482,0.0013976477,0.00023223789,0.00018292952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016371458,0.00020797487,0.0001949248,0.000037755588,0.00029894512,0.00015593703,0.0019429446,0.000048017624,0.00006718905],"category_scores_gemma":[0.00002081977,0.00019839269,0.000041889678,0.00025697245,0.00004652359,0.00055347144,0.0005746551,0.00013021257,0.000023642397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013523924,0.00004192659,0.00013172139,0.000014278764,0.000017529701,0.0000016208521,0.000013963881,0.00831056,0.000038952614,0.019162519,0.958448,0.0138175795],"study_design_scores_gemma":[0.00015178698,0.000022054239,0.00034546558,0.00001869126,0.000005138558,0.0000046489185,0.00001533168,0.7076718,0.000048607708,0.006158129,0.2853487,0.00020964198],"about_ca_topic_score_codex":0.013735116,"about_ca_topic_score_gemma":0.020071005,"teacher_disagreement_score":0.69936126,"about_ca_system_score_codex":0.000111560636,"about_ca_system_score_gemma":0.00020923438,"threshold_uncertainty_score":0.9978101},"labels":[],"label_agreement":null}]}