{"meta":{"query_hash":"1fbbbaadb1a3","filters":{"topic":"Wave and Wind Energy Systems"},"cohort_total":234,"direct_labels_cover":0,"predictions_cover":234,"exported":234,"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/1fbbbaadb1a3","api":"https://metacan.xera.ac/api/v1/cohort?topic=Wave+and+Wind+Energy+Systems"},"results":[{"id":"W117687574","doi":"10.1016/s0967-0653(98)86510-1","title":"10.1016/s0967-0653(98)86510-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cylinder; Geology; Mechanics; Physics; Marine engineering; Geodesy; Engineering; Mechanical engineering","score_opus":0.005009226522388667,"score_gpt":0.14747647125752106,"score_spread":0.1424672447351324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117687574","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000382702,0.00032414545,0.0006903776,0.0003330498,0.0003204864,0.0000997605,0.00054193474,0.0007311415,0.99657637],"genre_scores_gemma":[0.00043898833,0.00014800539,0.0002471095,0.00014578571,0.000051555337,0.00004263759,0.00022649027,0.00011524859,0.9985843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945706,0.00003398198,0.000043151467,0.00020435425,0.00014487002,0.00011663492],"domain_scores_gemma":[0.99806565,0.00044042635,0.0001239105,0.0002177347,0.0005414867,0.00061091123],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094002497,0.0025424045,0.0016785398,0.0025769842,0.002481501,0.0038820454,0.0030534198,0.005395148,0.98728883],"category_scores_gemma":[0.0015585345,0.00090853084,0.00133768,0.0023409387,0.00186065,0.004908386,0.0025931108,0.0025344952,0.99243987],"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":[0.00033463511,0.00018187889,0.00071279274,0.0005736027,0.00003455247,0.00023753298,0.00012231925,0.00042471543,0.0022064804,0.0060205613,0.42349908,0.5656518],"study_design_scores_gemma":[0.00003818026,0.00010382788,0.0004599324,0.00027339824,0.00001118515,0.00026500635,0.000103921,0.00018300832,0.00025992625,0.00045215673,0.99783105,0.000018359753],"about_ca_topic_score_codex":0.0044273417,"about_ca_topic_score_gemma":0.0036080438,"teacher_disagreement_score":0.012711167,"about_ca_system_score_codex":0.0011395105,"about_ca_system_score_gemma":0.0010419943,"threshold_uncertainty_score":0.018130839},"labels":[],"label_agreement":null},{"id":"W1489874333","doi":"10.1016/s1001-6058(15)60454-1","title":"Extreme wave loads on submerged water intakes in shallow water","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrodynamics","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Flume; Drag; Breaking wave; Wave flume; Inertia; Waves and shallow water; Morison equation; Forcing (mathematics); Drag coefficient; Geology; Mechanics; Wave height; Seabed; Wave loading; Geotechnical engineering; Physics; Wave propagation; Oceanography; Flow (mathematics); Atmospheric sciences; Classical mechanics; Submarine pipeline","score_opus":0.03603593260863123,"score_gpt":0.1976962235569027,"score_spread":0.16166029094827147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489874333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993049,0.000009852273,0.00016557609,0.0000059320637,0.0000012342554,0.0000028904121,0.00005273197,0.0000037681832,0.00045313497],"genre_scores_gemma":[0.9994517,0.0000142062,0.00004456773,0.0000024153612,0.0000010220878,0.000003015832,0.00004620515,0.0000032077655,0.0004335635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999039,0.000012718703,0.000005191448,0.000011371653,0.00003203192,0.00003465581],"domain_scores_gemma":[0.99962497,0.00018885538,0.000037956495,0.000019378258,0.000083689534,0.00004516563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014103753,0.00015263249,0.0004148659,0.00021643672,0.00036500898,0.00046366133,0.00024093282,0.0003091496,0.0031048008],"category_scores_gemma":[0.0008947602,0.00018207211,0.00025696796,0.00034706612,0.00027895096,0.00037529974,0.0005847048,0.00031760446,0.0004777341],"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":[0.010114022,0.0006717322,0.49219376,0.00036559795,0.00021773424,0.003577812,0.003836024,0.055931207,0.36402354,0.0015306498,0.0015462885,0.06599152],"study_design_scores_gemma":[0.00002423826,0.0005376234,0.9609394,0.000019997833,0.000041526117,0.00011594522,0.0020222662,0.024469819,0.010845625,0.0004949091,0.0004612222,0.00002742257],"about_ca_topic_score_codex":0.006924521,"about_ca_topic_score_gemma":0.0075218035,"teacher_disagreement_score":0.006924521,"about_ca_system_score_codex":0.00034074494,"about_ca_system_score_gemma":0.00028019655,"threshold_uncertainty_score":0.0137684345},"labels":[],"label_agreement":null},{"id":"W1511161625","doi":"10.1007/s13344-012-0037-x","title":"Analysis for the deployment of single-point mooring buoy system based on multi-body dynamics method","year":2012,"lang":"en","type":"article","venue":"China Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Buoy; Mooring; Marine engineering; Software deployment; Engineering; Payload (computing); Simulation; Underwater; Transient (computer programming); Computer science; Geology","score_opus":0.014347974100793583,"score_gpt":0.2187629479553403,"score_spread":0.2044149738545467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511161625","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13693127,0.0007927517,0.84748423,0.0005388383,0.00020178416,0.00006239183,0.00009365222,0.0001639793,0.01373118],"genre_scores_gemma":[0.98059654,0.00038737408,0.013867664,0.000040482173,0.000056711986,0.000048903385,0.00007484647,0.000041915373,0.0048855697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998683,0.000032809916,0.0000046643836,0.000021455264,0.00004950924,0.000023386374],"domain_scores_gemma":[0.99981886,0.00007019243,0.000025445324,0.000010997496,0.00006241997,0.000012143436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029450416,0.00047642255,0.00047316417,0.00043373505,0.0003625866,0.00044072204,0.0005838953,0.00061366486,0.0019020259],"category_scores_gemma":[0.0008584064,0.00028840895,0.0005547498,0.00027403032,0.00030762103,0.0008377419,0.00060444145,0.0005092922,0.00021211823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003671305,0.000014705198,0.0019816088,0.000083335406,0.000027582399,0.00023463917,0.000060755487,0.9694277,0.005110863,0.008403566,0.0010426881,0.013575821],"study_design_scores_gemma":[0.0000011159269,0.0000036881806,0.00025533375,0.0000015812492,0.0000019522136,0.0000070174906,0.0000063345888,0.99932766,0.000079949394,0.00022467763,0.000089283516,0.0000014555347],"about_ca_topic_score_codex":0.010137864,"about_ca_topic_score_gemma":0.00507815,"teacher_disagreement_score":0.010137864,"about_ca_system_score_codex":0.00038497153,"about_ca_system_score_gemma":0.00046169123,"threshold_uncertainty_score":0.020157695},"labels":[],"label_agreement":null},{"id":"W1537523489","doi":"10.23919/oceans.2011.6107138","title":"The importance of mooring line model fidelity in floating wind turbine simulations","year":2011,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Victoria","funders":"","keywords":"Mooring; Turbine; Marine engineering; Inertia; Simulation; Offshore wind power; Wind power; Engineering; Computer science; Aerospace engineering; Physics","score_opus":0.040804371689881457,"score_gpt":0.23278020876457306,"score_spread":0.1919758370746916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537523489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55599034,0.0003264702,0.4216757,0.00069011224,0.00020278459,0.00029423987,0.0011280486,0.0024836082,0.017208649],"genre_scores_gemma":[0.95699376,0.00014414785,0.040167112,0.0000799913,0.000013574609,0.00011011021,0.00038765557,0.00030581182,0.0017977785],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994004,0.00014454042,0.00005428921,0.00007250316,0.00024601293,0.00008217597],"domain_scores_gemma":[0.9977186,0.0010929421,0.00018897271,0.00052121637,0.0003789128,0.00009934079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011997861,0.0005118174,0.0006594317,0.00026636283,0.00051003497,0.0014005176,0.0014355808,0.0010354473,0.0031659852],"category_scores_gemma":[0.006551134,0.00047814456,0.00060387974,0.00031378632,0.0004749403,0.0016178263,0.0010568761,0.0013579626,0.0005481048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012920849,0.00008471599,0.003531911,0.00011896345,0.000038319755,0.00015221635,0.0001315939,0.9710071,0.009135169,0.003389658,0.0004776322,0.011803637],"study_design_scores_gemma":[0.000033640074,0.000099667785,0.00095420686,0.000025176854,0.000015062373,0.000041343246,0.00004017732,0.991169,0.0050707976,0.00086022797,0.001673834,0.000016905647],"about_ca_topic_score_codex":0.008816412,"about_ca_topic_score_gemma":0.006083407,"teacher_disagreement_score":0.008816412,"about_ca_system_score_codex":0.0005195408,"about_ca_system_score_gemma":0.0008272451,"threshold_uncertainty_score":0.017530203},"labels":[],"label_agreement":null},{"id":"W1561168721","doi":"","title":"The State Route 520 Floating Bridge in Seattle, Washington","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bridge (graph theory); Tower; Metropolitan area; Float (project management); Forensic engineering; Engineering; Geography; Archaeology; Civil engineering; Marine engineering","score_opus":0.005691930128430665,"score_gpt":0.17882610170989696,"score_spread":0.1731341715814663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561168721","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13249122,0.0014922008,0.0022290498,0.0033606684,0.00075421593,0.00012580765,0.00344711,0.0002530371,0.8558467],"genre_scores_gemma":[0.2844154,0.0017302355,0.004163071,0.0006575594,0.000107912456,0.000096447926,0.0030228365,0.00006393309,0.70574266],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994004,0.000005638069,0.000002279633,0.000016096232,0.000024483463,0.0000115660505],"domain_scores_gemma":[0.99990916,0.000007007813,0.0000070052142,0.000005076644,0.00004717046,0.000024494104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101838414,0.00018720905,0.000057921672,0.00044432256,0.001456477,0.0007572587,0.0002337292,0.0005214541,0.054288603],"category_scores_gemma":[0.00020219614,0.000110674584,0.0000906306,0.0004270147,0.00015344647,0.0004196619,0.00043530244,0.0004120401,0.006160082],"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":[0.00019658727,0.00045089997,0.05637045,0.00016098523,0.000021951933,0.0024912737,0.001274986,0.0012237099,0.0073320265,0.024539806,0.5360153,0.3699221],"study_design_scores_gemma":[0.000020780037,0.0001175444,0.054868523,0.00025675574,0.000013413402,0.00061824545,0.0017142354,0.0011233442,0.0010203813,0.0017573182,0.9384632,0.000026387792],"about_ca_topic_score_codex":0.088333905,"about_ca_topic_score_gemma":0.270415,"teacher_disagreement_score":0.088333905,"about_ca_system_score_codex":0.00089790043,"about_ca_system_score_gemma":0.0019679356,"threshold_uncertainty_score":0.18161345},"labels":[],"label_agreement":null},{"id":"W1591353763","doi":"","title":"Best practice guidelines for tank testing of wave energy converters","year":2009,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Queen's University Belfast; Queen's University; Scottish Funding Council","keywords":"Wave energy converter; Marine engineering; Energy (signal processing); Energy transformation; Engineering; Submarine pipeline; Current (fluid); Converters; Wave tank; Mechanical engineering; Reliability engineering; Electrical engineering; Physics; Mechanics; Geotechnical engineering","score_opus":0.04275188984693157,"score_gpt":0.22111351127233453,"score_spread":0.17836162142540296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591353763","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011297006,0.027057094,0.75188226,0.048533197,0.0048200875,0.010931206,0.0024040444,0.010856312,0.13221885],"genre_scores_gemma":[0.023378413,0.017402397,0.9057987,0.009588659,0.0009791463,0.010936446,0.00281345,0.001482119,0.027620664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9391443,0.021003569,0.011363445,0.0016390879,0.025064202,0.001785378],"domain_scores_gemma":[0.76745504,0.07898674,0.009639265,0.024635514,0.11564499,0.003638426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.056448266,0.0030342643,0.0024736465,0.009554371,0.003326302,0.0046490976,0.013206922,0.013146995,0.014054717],"category_scores_gemma":[0.13068604,0.0017977682,0.0022895867,0.0068665873,0.0038997927,0.005134961,0.004614202,0.0054559023,0.017771056],"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":[0.00023189798,0.0020587074,0.0040623806,0.004588343,0.000075325785,0.0025995825,0.0032281517,0.01196015,0.010301649,0.027820341,0.25313365,0.67993975],"study_design_scores_gemma":[0.00023540626,0.0007334936,0.00611009,0.012403164,0.00020687796,0.003661698,0.003884378,0.0080711385,0.012826518,0.041522305,0.9099616,0.00038333717],"about_ca_topic_score_codex":0.00887919,"about_ca_topic_score_gemma":0.014288817,"teacher_disagreement_score":0.056448266,"about_ca_system_score_codex":0.00258425,"about_ca_system_score_gemma":0.013081634,"threshold_uncertainty_score":0.29853052},"labels":[],"label_agreement":null},{"id":"W1600631709","doi":"10.1109/acc.2015.7171904","title":"Control-oriented physics-based models for floating offshore wind turbines","year":2015,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"University of British Columbia","funders":"National Renewable Energy Laboratory","keywords":"Torque; Control theory (sociology); Offshore wind power; Turbine; Wind power; Blade pitch; Nonlinear system; Rotor (electric); Generator (circuit theory); Drivetrain; Computer science; Engineering; Control engineering; Physics; Control (management); Aerospace engineering; Mechanical engineering; Power (physics)","score_opus":0.030426184790707453,"score_gpt":0.21874474220148227,"score_spread":0.1883185574107748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600631709","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018336654,0.00031381115,0.9654517,0.00021783236,0.00008999109,0.00005496446,0.0001847052,0.00024381158,0.01510656],"genre_scores_gemma":[0.90675104,0.0011692122,0.06338203,0.00019230547,0.00011897925,0.00045672347,0.0006676891,0.00014731752,0.027114589],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991477,0.000016588718,0.000004405397,0.00001669343,0.000039240284,0.000008326135],"domain_scores_gemma":[0.9999254,0.000023977202,0.000017411394,0.000007804715,0.000020566802,0.000004866537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013118707,0.0006025916,0.00042249702,0.00025225838,0.00027551543,0.0006567793,0.0008862016,0.0008427616,0.0018329002],"category_scores_gemma":[0.00028418287,0.00027096,0.0005412398,0.00023217757,0.0005255107,0.000678917,0.0005329491,0.0008424039,0.0005510697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010888917,0.000018087074,0.00016669692,0.000069312104,0.000010892241,0.00011392552,0.00006140196,0.95717424,0.0042047715,0.032760587,0.00046128334,0.0049479725],"study_design_scores_gemma":[0.000004753596,0.000013742792,0.00009845149,0.000003712315,0.0000028725256,0.000014799693,0.000007346229,0.99299604,0.00025126882,0.0052065477,0.0013964811,0.0000039450515],"about_ca_topic_score_codex":0.0036115937,"about_ca_topic_score_gemma":0.0027728213,"teacher_disagreement_score":0.0036115937,"about_ca_system_score_codex":0.00033895424,"about_ca_system_score_gemma":0.00045478583,"threshold_uncertainty_score":0.0071811676},"labels":[],"label_agreement":null},{"id":"W190896599","doi":"","title":"Validation Studies of Panel-Free Method For Wave-Body Interaction Analysis","year":2009,"lang":"en","type":"article","venue":"International Journal of Offshore and Polar Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Marine engineering; Engineering; Mechanics; Geology; Structural engineering; Computer science; Physics","score_opus":0.03605865716465352,"score_gpt":0.30611980419200263,"score_spread":0.2700611470273491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W190896599","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4776693,0.00021036713,0.51174974,0.000116515504,0.00011428401,0.0001948718,0.00093490566,0.001717118,0.007292947],"genre_scores_gemma":[0.896677,0.00009779727,0.09955315,0.00004826081,0.000013210819,0.00016245765,0.001035044,0.00024584355,0.0021671962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990701,0.0004027945,0.00004042806,0.000118439675,0.00030322958,0.000065113774],"domain_scores_gemma":[0.994263,0.0031417275,0.00017056752,0.0008757773,0.0014639142,0.00008496468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019476431,0.0007022046,0.00041790755,0.00054879225,0.0006783647,0.00049733627,0.0016214488,0.0014199073,0.004164041],"category_scores_gemma":[0.0053047375,0.00028819154,0.00058771076,0.0004745235,0.0003938933,0.0008375116,0.0008478708,0.0006991466,0.0011102421],"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":[0.0015607864,0.0011606056,0.017312316,0.00054122286,0.00028309872,0.0003611459,0.00044065755,0.68709666,0.11736247,0.0027076527,0.002939784,0.16823356],"study_design_scores_gemma":[0.000050345763,0.00027716832,0.0034206058,0.000016730777,0.000024627174,0.000044525797,0.000053672014,0.97760105,0.0174435,0.00025305292,0.0007903271,0.000024395358],"about_ca_topic_score_codex":0.0040239473,"about_ca_topic_score_gemma":0.003694276,"teacher_disagreement_score":0.004164041,"about_ca_system_score_codex":0.00019417742,"about_ca_system_score_gemma":0.00047330649,"threshold_uncertainty_score":0.013930082},"labels":[],"label_agreement":null},{"id":"W1970661486","doi":"10.1115/omae2004-51062","title":"Loading on a Fixed Vertical Slender Cylinder in an Oblique Wave-Current Field","year":2004,"lang":"en","type":"article","venue":"23rd International Conference on Offshore Mechanics and Arctic Engineering, Volume 1, Parts A and B","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"National Research Council Canada","funders":"","keywords":"Superposition principle; Oblique case; Current (fluid); Mechanics; Cylinder; Physics; Flow (mathematics); Field (mathematics); Range (aeronautics); Classical mechanics; Engineering; Mathematical analysis; Mathematics; Geometry; Aerospace engineering","score_opus":0.02984398872610697,"score_gpt":0.24479715014884287,"score_spread":0.2149531614227359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970661486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97831285,0.00008625514,0.015855204,0.000063062056,0.000028798651,0.000039420716,0.00008853453,0.00010396777,0.0054218536],"genre_scores_gemma":[0.9957165,0.000105307,0.0021682514,0.000009578702,0.0000061969076,0.000017202128,0.00008025902,0.000021573218,0.0018750271],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999595,0.00005340535,0.000019407842,0.000033495835,0.0002001201,0.000098682765],"domain_scores_gemma":[0.99959224,0.00014949347,0.000066215216,0.000060558865,0.00008704507,0.0000444186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032618444,0.000529945,0.0009986222,0.00070158346,0.00067757774,0.0008976075,0.00046956693,0.0007251916,0.0022619523],"category_scores_gemma":[0.0012677526,0.00027275388,0.00050160725,0.00050016184,0.0010272699,0.0006391052,0.0007348501,0.00033693516,0.00043798296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011924783,0.00022602547,0.007650848,0.00030347458,0.00006738418,0.0037836593,0.00076007977,0.68393075,0.25519213,0.005203571,0.0010352313,0.040654395],"study_design_scores_gemma":[0.000049295413,0.00047774587,0.013914348,0.00002512532,0.000037905444,0.00029875454,0.00053580955,0.9237491,0.058309183,0.0011458823,0.0014004614,0.000056470224],"about_ca_topic_score_codex":0.0043818434,"about_ca_topic_score_gemma":0.002477663,"teacher_disagreement_score":0.0043818434,"about_ca_system_score_codex":0.00045707036,"about_ca_system_score_gemma":0.00062381325,"threshold_uncertainty_score":0.008712649},"labels":[],"label_agreement":null},{"id":"W1970942034","doi":"10.1139/l03-020","title":"Hydrodynamic analysis of wave interactions with a moored floating breakwater using the element-free Galerkin method","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breakwater; Mooring; Galerkin method; Boundary element method; Finite element method; Boundary value problem; Helmholtz equation; Numerical analysis; Stiffness; Computer simulation; Engineering; Marine engineering; Structural engineering; Mathematics; Geotechnical engineering; Mathematical analysis; Simulation","score_opus":0.010752514509397114,"score_gpt":0.1988108665285461,"score_spread":0.18805835201914897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970942034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54747224,0.00007598578,0.44887075,0.000096139345,0.000016407177,0.000030842304,0.000051522835,0.00018572797,0.0032004453],"genre_scores_gemma":[0.949196,0.00008385511,0.048192557,0.000010246232,0.0000055040823,0.000027096616,0.000046891906,0.000026898622,0.0024108829],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999323,0.000012732049,0.0000030107285,0.000009968609,0.000034005923,0.000008067315],"domain_scores_gemma":[0.9998821,0.00007233604,0.0000148180725,0.0000075100497,0.000015523374,0.000007716942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136851,0.0002526664,0.00020534867,0.00024370548,0.00019781738,0.0002762851,0.0002520776,0.0002994941,0.001090966],"category_scores_gemma":[0.00039961745,0.000118322205,0.00016420534,0.000121033125,0.00032981168,0.0004072123,0.00029672842,0.00027138714,0.000099986835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074980075,0.00007579977,0.0034505737,0.00006157743,0.000023474127,0.00022689404,0.00014392035,0.8583394,0.0989718,0.003437677,0.00018755131,0.0350063],"study_design_scores_gemma":[0.0000054634597,0.00003221365,0.0011316607,0.0000015603606,0.000002650585,0.000027923936,0.000023836481,0.9910704,0.0069728703,0.0004194647,0.00030607393,0.000006018679],"about_ca_topic_score_codex":0.0017903099,"about_ca_topic_score_gemma":0.001286787,"teacher_disagreement_score":0.0017903099,"about_ca_system_score_codex":0.00021481399,"about_ca_system_score_gemma":0.0002849534,"threshold_uncertainty_score":0.003649652},"labels":[],"label_agreement":null},{"id":"W1971064368","doi":"10.1109/oceans-bergen.2013.6608173","title":"Evolving offshore wind: A genetic algorithm-based support structure optimization framework for floating wind turbines","year":2013,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":52,"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":"Nacelle; Genetic algorithm; Offshore wind power; Multi-objective optimization; Turbine; Acceleration; Computer science; Mathematical optimization; Pareto principle; Marine engineering; Engineering; Aerospace engineering; Mathematics","score_opus":0.006869544632859936,"score_gpt":0.2004339626822757,"score_spread":0.19356441804941577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971064368","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006271836,0.00012641684,0.9906188,0.00008665969,0.000018951347,0.000036638667,0.00002956678,0.00011124332,0.0026998443],"genre_scores_gemma":[0.27058613,0.00044719566,0.72428167,0.00012102752,0.000049085545,0.00049160194,0.00017030448,0.00013710515,0.0037158758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976283,0.00008122836,0.000007616023,0.000026302168,0.00010148705,0.000020450421],"domain_scores_gemma":[0.99979633,0.00010215757,0.00002539062,0.000010672376,0.00005179652,0.000013640157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075553195,0.0008415125,0.0006932397,0.00056658,0.00039722028,0.0007049967,0.0014107132,0.0009698873,0.0014327277],"category_scores_gemma":[0.0011434752,0.0003643038,0.0007318245,0.0005778587,0.0006533409,0.00046297946,0.0007595674,0.00081141654,0.00025354937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040420255,0.000009319236,0.00008579041,0.0000130154785,0.000008006698,0.000018855128,0.000013050729,0.98381823,0.000307263,0.007095038,0.00018351451,0.008443846],"study_design_scores_gemma":[0.000004983067,0.000012246279,0.00002010418,0.0000045150773,0.0000028309653,0.0000044010485,0.0000043232862,0.9968541,0.00007609317,0.0024821337,0.00053211424,0.000002306929],"about_ca_topic_score_codex":0.007141007,"about_ca_topic_score_gemma":0.006779788,"teacher_disagreement_score":0.007141007,"about_ca_system_score_codex":0.00065651047,"about_ca_system_score_gemma":0.0012044453,"threshold_uncertainty_score":0.01419884},"labels":[],"label_agreement":null},{"id":"W1972019265","doi":"10.1016/j.oceaneng.2013.12.009","title":"Non-linear numerical modeling and experimental testing of a point absorber wave energy converter","year":2014,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Strategiske Forskningsråd","keywords":"Wave energy converter; Energy (signal processing); Point (geometry); Physics; Mechanics; Mathematics; Geometry","score_opus":0.011446576841706123,"score_gpt":0.1843677700064764,"score_spread":0.17292119316477025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972019265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711665,0.00005914863,0.023090003,0.00011781162,0.000024130844,0.000057506895,0.000099636665,0.00037811807,0.005007221],"genre_scores_gemma":[0.9967514,0.00002955602,0.0019529096,0.000006476981,0.0000019266017,0.000020051677,0.000024208446,0.0000117038935,0.0012018122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999671,0.000052486386,0.000017111715,0.000041903702,0.00018406496,0.000033305252],"domain_scores_gemma":[0.99936503,0.00032578554,0.000052432304,0.00011689688,0.000102086036,0.00003781895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046453287,0.00030050517,0.0005661894,0.0002845334,0.0005494242,0.0008040085,0.00095722685,0.00072645984,0.0025439407],"category_scores_gemma":[0.0009832596,0.00030695077,0.0003645548,0.0002884084,0.00082771585,0.0008835643,0.00043723854,0.00056103047,0.00048049988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016371754,0.0012017208,0.006166141,0.00031405207,0.000059932834,0.0007727869,0.00048761378,0.62208486,0.3405237,0.0037628773,0.00064320595,0.022345902],"study_design_scores_gemma":[0.00015017463,0.0010297425,0.0030700976,0.00000915575,0.000024401832,0.00007360582,0.0001180237,0.85882837,0.13551085,0.00045579864,0.00070243306,0.000027301874],"about_ca_topic_score_codex":0.0022132506,"about_ca_topic_score_gemma":0.0011612523,"teacher_disagreement_score":0.0025439407,"about_ca_system_score_codex":0.00048032036,"about_ca_system_score_gemma":0.00051388325,"threshold_uncertainty_score":0.008510292},"labels":[],"label_agreement":null},{"id":"W1976085038","doi":"10.4043/20811-ms","title":"SS: Offshore Wind Energy Special Session: On Hurricane Risk to Offshore Wind Turbines in US Waters","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Petroleum Research Newfoundland and Labrador","funders":"National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Offshore wind power; Marine engineering; Turbine; Wind power; Submarine pipeline; Environmental science; Renewable energy; Engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.007456662546578067,"score_gpt":0.20610687453728563,"score_spread":0.19865021199070756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976085038","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08872819,0.091860734,0.01848679,0.20082094,0.09379355,0.0013542565,0.008313108,0.0011639136,0.4954785],"genre_scores_gemma":[0.3403365,0.09081674,0.0071769822,0.024107464,0.050848994,0.00076888956,0.0056921686,0.0007191397,0.4795331],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994331,0.00012585084,0.000040135255,0.00005772701,0.00026519422,0.00007796511],"domain_scores_gemma":[0.99780554,0.00041918727,0.00020787402,0.00006692281,0.0012303967,0.00027009353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020275349,0.00067658944,0.0003922014,0.0015431467,0.0012646941,0.0020021354,0.00070362765,0.0020910187,0.027595883],"category_scores_gemma":[0.002577918,0.00021566794,0.00040717723,0.0013547435,0.00042129666,0.0011834905,0.0019036097,0.0013411978,0.004546515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017838347,0.00013959415,0.009993952,0.0007148389,0.00004017854,0.0005068911,0.0005087681,0.0019178296,0.0031222585,0.0031124074,0.861983,0.11778191],"study_design_scores_gemma":[0.0000323525,0.0003531887,0.028963225,0.0019505669,0.000056127024,0.00027992734,0.0028491223,0.0016924221,0.0025712638,0.004617017,0.9565722,0.00006279063],"about_ca_topic_score_codex":0.008826648,"about_ca_topic_score_gemma":0.022723556,"teacher_disagreement_score":0.027595883,"about_ca_system_score_codex":0.0015436192,"about_ca_system_score_gemma":0.00244748,"threshold_uncertainty_score":0.0923174},"labels":[],"label_agreement":null},{"id":"W1976796379","doi":"10.4028/www.scientific.net/amm.431.356","title":"A Preliminary Assessment of the Competitiveness of Wave Energy Technologies: A Regionally Detailed Analysis","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wave power; Electricity; Constraint (computer-aided design); Electricity generation; Software deployment; Environmental science; Energy (signal processing); Engineering; Power (physics); Physics; Electrical engineering; Mathematics; Statistics","score_opus":0.007492148049542298,"score_gpt":0.18250563928254743,"score_spread":0.17501349123300514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976796379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95767283,0.00058708386,0.017056739,0.00027573569,0.000011052971,0.00007091771,0.004646309,0.00010508903,0.019574242],"genre_scores_gemma":[0.9902445,0.00033779856,0.0058958787,0.00003986369,0.0000077521845,0.00003309001,0.001455996,0.00003244631,0.0019525713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977964,0.0000733904,0.000009878174,0.00004108255,0.00004422415,0.00005184033],"domain_scores_gemma":[0.9996383,0.00012822148,0.00008233471,0.000031017145,0.00009649524,0.000023576918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000526228,0.0005402098,0.00068246224,0.0010211568,0.00025582174,0.0013029042,0.00044576603,0.00051727146,0.0039946833],"category_scores_gemma":[0.001040266,0.00027092127,0.0015262628,0.0016647199,0.00022940694,0.00090815383,0.0006069856,0.00035012368,0.00037702871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021734771,0.000052459487,0.06328371,0.0001543581,0.00047794913,0.00048453378,0.00017445153,0.907835,0.0057932623,0.008290428,0.0010913583,0.012145144],"study_design_scores_gemma":[0.00007039288,0.0006780518,0.28628224,0.00005604433,0.0005826302,0.00041227392,0.0015859205,0.68685436,0.0036519174,0.007249592,0.01247216,0.000104399],"about_ca_topic_score_codex":0.022707777,"about_ca_topic_score_gemma":0.0270627,"teacher_disagreement_score":0.022707777,"about_ca_system_score_codex":0.0007182248,"about_ca_system_score_gemma":0.0004796839,"threshold_uncertainty_score":0.045151234},"labels":[],"label_agreement":null},{"id":"W1981626460","doi":"10.1115/omae2002-28582","title":"Effect of Dynamic Behaviour of Piles on Offshore Towers Response","year":2002,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Pile; Tower; Radiation damping; Geotechnical engineering; Offshore wind power; Response analysis; Finite element method; Structural engineering; Dissipation; Foundation (evidence); Submarine pipeline; Nonlinear system; Engineering; Marine engineering; Geology; Physics; Wind power","score_opus":0.005824134833972529,"score_gpt":0.20550347404535804,"score_spread":0.1996793392113855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981626460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960433,0.000034612764,0.002109151,0.000029648247,0.000009119288,0.000004398987,0.000055001845,0.00008166828,0.0016330581],"genre_scores_gemma":[0.99966514,0.00001578255,0.000095546566,0.0000051405536,8.9360014e-7,0.0000010953266,0.000023713708,0.000007745905,0.00018496078],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982256,0.0000263475,0.000007614314,0.000018690642,0.000058339312,0.0000664817],"domain_scores_gemma":[0.99939775,0.0002975475,0.000060227514,0.000058427253,0.00008764431,0.00009829804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013183213,0.00042593983,0.00023801441,0.00026037428,0.0003530882,0.0003820653,0.00020247856,0.0005538326,0.0025898877],"category_scores_gemma":[0.0013683875,0.00029994873,0.00024573164,0.0001421754,0.00034131797,0.00033684872,0.0003674946,0.0003213486,0.0005131099],"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":[0.0011912183,0.00013412663,0.009888703,0.000120941484,0.000052172625,0.001856285,0.00021462969,0.24257994,0.72612566,0.00024060598,0.00043412458,0.017161505],"study_design_scores_gemma":[0.0000826973,0.0022571413,0.09709551,0.000056796,0.00011194387,0.0018815806,0.0009626693,0.4722505,0.42308244,0.00036130962,0.0017311003,0.00012628316],"about_ca_topic_score_codex":0.0011351504,"about_ca_topic_score_gemma":0.0012997666,"teacher_disagreement_score":0.0025898877,"about_ca_system_score_codex":0.0001878542,"about_ca_system_score_gemma":0.0001390073,"threshold_uncertainty_score":0.008664012},"labels":[],"label_agreement":null},{"id":"W1982414400","doi":"10.1061/40733(147)110","title":"Frequency Domain Dynamic Analysis of a Floating Bridge","year":2004,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","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 British Columbia","funders":"","keywords":"Bridge (graph theory); Structural engineering; Bending moment; Frequency domain; Hindcast; Engineering; Finite element method; Wave loading; Added mass; Geology; Marine engineering; Geotechnical engineering; Acoustics; Submarine pipeline; Physics; Vibration; Computer science","score_opus":0.006599886014755135,"score_gpt":0.2041267511115255,"score_spread":0.19752686509677037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982414400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9428128,0.00007320202,0.04472199,0.000059994803,0.000012368331,0.00003029307,0.00012424019,0.00007937112,0.012085762],"genre_scores_gemma":[0.995025,0.000051910894,0.002338924,0.0000093549415,0.000002937412,0.000012986155,0.000089651134,0.000008382605,0.0024607754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999399,0.0000040008035,0.0000014803724,0.00000974431,0.00003212525,0.000012665756],"domain_scores_gemma":[0.99995494,0.0000098508335,0.0000057202105,0.000003958781,0.000021492657,0.0000040532086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007606939,0.000242098,0.00022157773,0.00047758358,0.00026915356,0.00039328134,0.00021140346,0.0002977679,0.0015652566],"category_scores_gemma":[0.0002031963,0.00009417085,0.00019267065,0.00020294709,0.00022871637,0.00017488735,0.0001941765,0.00016912911,0.00017267327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011198984,0.00008487089,0.008093265,0.00007408107,0.000034819983,0.00069007644,0.00019851497,0.80438805,0.1479497,0.0036535808,0.0004672589,0.03425388],"study_design_scores_gemma":[0.0000073756314,0.00007113402,0.009485087,0.0000056393937,0.0000074990935,0.00008075351,0.00012583537,0.9829405,0.005707557,0.00036205817,0.001194959,0.000011630019],"about_ca_topic_score_codex":0.012753831,"about_ca_topic_score_gemma":0.008354566,"teacher_disagreement_score":0.012753831,"about_ca_system_score_codex":0.0003416341,"about_ca_system_score_gemma":0.00029285697,"threshold_uncertainty_score":0.025359213},"labels":[],"label_agreement":null},{"id":"W1985664267","doi":"10.1115/omae2005-67539","title":"Interactions Between Vertical Structures in Waves","year":2005,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Diffraction; Wavelength; Cylinder; Mechanics; Reflector (photography); Optics; Wave flume; Physics; Wave propagation; Breaking wave; Geometry; Mathematics","score_opus":0.014406686716425173,"score_gpt":0.23586198178703205,"score_spread":0.22145529507060688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985664267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97382134,0.00027320138,0.020385906,0.000053621265,0.000016033799,0.000025022655,0.00002431242,0.0000705963,0.00533002],"genre_scores_gemma":[0.9951805,0.00010226214,0.00296508,0.000015100361,0.000008192029,0.000012786578,0.000029565608,0.000014071085,0.0016724129],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993259,0.00006770228,0.00001485001,0.00009420899,0.00036619513,0.00013119099],"domain_scores_gemma":[0.9992242,0.0004003807,0.00012359486,0.000057638706,0.00013780719,0.000056334873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024925818,0.00034708894,0.0004070569,0.00038843125,0.0007267147,0.0006863385,0.00028488113,0.0004083686,0.0026605863],"category_scores_gemma":[0.0009001627,0.00038396288,0.00019973065,0.00026652717,0.0010788897,0.0008764417,0.001320843,0.00041986757,0.00039486613],"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":[0.00044397177,0.000084868225,0.0039014206,0.00012930237,0.000021934466,0.0005836183,0.0008570162,0.0267923,0.92161924,0.006575848,0.00018727122,0.038803156],"study_design_scores_gemma":[0.00015194948,0.0019232989,0.045525175,0.000059815324,0.000063691055,0.0013315766,0.0016212504,0.23371838,0.6976987,0.008280475,0.009483101,0.00014259624],"about_ca_topic_score_codex":0.000684794,"about_ca_topic_score_gemma":0.0007240384,"teacher_disagreement_score":0.0026605863,"about_ca_system_score_codex":0.00045768026,"about_ca_system_score_gemma":0.00022386585,"threshold_uncertainty_score":0.008900523},"labels":[],"label_agreement":null},{"id":"W1989097561","doi":"10.1115/omae2005-67316","title":"Computation of Hydrodynamic Interaction of Multiple Bodies in Waves With a Panel-Free Method","year":2005,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Discretization; Computation; Gaussian quadrature; Robustness (evolution); Singularity; Free surface; Nyström method; Integral equation; Mathematical analysis; Time domain; Frequency domain; Quadrature (astronomy); Mathematics; Physics; Mechanics; Computer science; Algorithm; Optics","score_opus":0.016077885599002698,"score_gpt":0.23893774224246284,"score_spread":0.22285985664346014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989097561","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066805944,0.000058632002,0.9272213,0.00007582279,0.000029910616,0.000049596976,0.00012359628,0.0003933764,0.005241903],"genre_scores_gemma":[0.75705004,0.00014932702,0.23226291,0.000061503946,0.000032383854,0.0001900693,0.0002557812,0.00017651562,0.009821468],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984705,0.00003079761,0.000004905823,0.000018350169,0.00007815249,0.000020699108],"domain_scores_gemma":[0.99964917,0.00015329289,0.00003728934,0.00003529302,0.00007785475,0.00004710008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028460694,0.0004953935,0.0006654676,0.00034144183,0.00043048404,0.0005206711,0.00078328757,0.0011854927,0.003877306],"category_scores_gemma":[0.0007192262,0.00035215094,0.00045897218,0.00033185803,0.00052432565,0.0006282709,0.0007301717,0.0006775893,0.00066737935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000635407,0.000042248907,0.0005711125,0.000044193454,0.000020850977,0.00023585142,0.000055507346,0.959168,0.017679406,0.0067245453,0.0005969737,0.014797865],"study_design_scores_gemma":[0.00000555097,0.000010688423,0.00009916491,0.0000016294503,0.0000013559743,0.000013061069,0.0000056769627,0.99846375,0.0007634889,0.0003588509,0.00027328343,0.0000036655185],"about_ca_topic_score_codex":0.003292097,"about_ca_topic_score_gemma":0.0027393028,"teacher_disagreement_score":0.003877306,"about_ca_system_score_codex":0.00029739935,"about_ca_system_score_gemma":0.00073937775,"threshold_uncertainty_score":0.012970924},"labels":[],"label_agreement":null},{"id":"W1992619784","doi":"10.1115/omae2006-92180","title":"A Practical Model for Nonlinear Seismic Response Analysis of Jacket Type Fixed Offshore Platforms","year":2006,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Western University","funders":"","keywords":"Submarine pipeline; Nonlinear system; Pile; Structural engineering; Finite element method; Foundation (evidence); Seismic analysis; Sensitivity (control systems); Response analysis; Software; Computer science; Seismic loading; Engineering; Geotechnical engineering; Geology; Marine engineering","score_opus":0.030294079649777064,"score_gpt":0.272151583841516,"score_spread":0.24185750419173893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992619784","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07021465,0.000099269084,0.91486484,0.00011270189,0.000039033624,0.000062720996,0.0003367037,0.0003969086,0.01387325],"genre_scores_gemma":[0.8732168,0.00046961464,0.093365885,0.000048561607,0.000036838668,0.00030302725,0.0005737912,0.00010732157,0.03187813],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999304,0.000010330471,0.0000024229935,0.000014426642,0.000033912358,0.00000856214],"domain_scores_gemma":[0.9999608,0.000010942977,0.0000067462875,0.000006943233,0.000011805073,0.00000267816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007673904,0.00050895486,0.0002410284,0.00015385362,0.00018955684,0.00027393547,0.0006118766,0.00070503727,0.0025976533],"category_scores_gemma":[0.00024080445,0.00020877656,0.000288893,0.00014887325,0.00025112284,0.000363679,0.0003003176,0.0005298796,0.00072276575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043139382,0.000034126515,0.00065809226,0.00010900319,0.000011738824,0.0002799782,0.000101754675,0.88612056,0.08078064,0.011075127,0.0007603762,0.02002552],"study_design_scores_gemma":[0.0000034839309,0.00004412516,0.0004605355,0.000005247456,0.000004853733,0.00008209169,0.000020909109,0.9929262,0.0028472804,0.0009563116,0.0026426627,0.0000062466747],"about_ca_topic_score_codex":0.0027923074,"about_ca_topic_score_gemma":0.003211944,"teacher_disagreement_score":0.0027923074,"about_ca_system_score_codex":0.00016667391,"about_ca_system_score_gemma":0.00041002588,"threshold_uncertainty_score":0.008690059},"labels":[],"label_agreement":null},{"id":"W1995220601","doi":"10.1016/j.renene.2013.12.035","title":"Hydrodynamics-based floating wind turbine support platform optimization: A basis function approach","year":2014,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Nacelle; Catenary; Turbine; Basis (linear algebra); Optimization problem; Set (abstract data type); Computer science; Engineering; Basis function; Simulation; Marine engineering; Mechanical engineering; Structural engineering; Mathematics; Algorithm; Geometry","score_opus":0.007503673946128181,"score_gpt":0.16616124940816782,"score_spread":0.15865757546203962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995220601","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043843787,0.00027026693,0.94587064,0.00044578887,0.0001300154,0.0000759421,0.00011575914,0.00021342837,0.009034339],"genre_scores_gemma":[0.8483478,0.00054282596,0.1375084,0.00023750149,0.0001952902,0.00039330847,0.00032630772,0.00028634572,0.012162245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998305,0.00006594743,0.000007183464,0.00001890534,0.00005372083,0.000023769642],"domain_scores_gemma":[0.99961,0.00018109522,0.00003483839,0.000028093831,0.00010882207,0.0000372609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068723987,0.00097240676,0.0014567566,0.0005115504,0.0005030967,0.0010515488,0.0010158863,0.0016241457,0.0027213087],"category_scores_gemma":[0.0013636058,0.00059080275,0.00081301125,0.0005990726,0.0007287675,0.0009434799,0.0010619371,0.0011466356,0.00045111403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018712219,0.000024080595,0.00009971046,0.00001899515,0.000014481817,0.000018999317,0.000007386945,0.99145526,0.00039157819,0.002646153,0.00024164807,0.005062988],"study_design_scores_gemma":[0.00000284981,0.000005391269,0.000020997346,0.0000010755701,0.0000011718004,0.0000011653345,0.000002246078,0.9995442,0.000030878324,0.00033726633,0.00005154528,0.0000011045482],"about_ca_topic_score_codex":0.0048307916,"about_ca_topic_score_gemma":0.0035033505,"teacher_disagreement_score":0.0048307916,"about_ca_system_score_codex":0.00039262016,"about_ca_system_score_gemma":0.0013788313,"threshold_uncertainty_score":0.009605348},"labels":[],"label_agreement":null},{"id":"W2000562801","doi":"10.1016/j.ijome.2013.06.001","title":"Irregular deep ocean wave energy attenuation using a cycloidal wave energy converter","year":2013,"lang":"en","type":"article","venue":"International Journal of Marine Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"U.S. Air Force Academy; U.S. Air Force; U.S. Department of Energy","keywords":"Cycloid; Attenuation; Wave energy converter; Energy (signal processing); Physics; Acoustics; Geology; Engineering; Optics","score_opus":0.010284596536315653,"score_gpt":0.1911233118709282,"score_spread":0.18083871533461254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000562801","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37646082,0.00021232084,0.61114424,0.00009134915,0.00006975193,0.000057568806,0.00005269366,0.0007752732,0.011136026],"genre_scores_gemma":[0.9555751,0.00014495324,0.04188363,0.000018015644,0.00001661104,0.000014795908,0.000030859883,0.000033716573,0.002282271],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986184,0.000029251381,0.000007205137,0.000022919681,0.000063607644,0.000015226707],"domain_scores_gemma":[0.9996697,0.00010438408,0.000031865573,0.00007177779,0.00009764097,0.000024787767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026765143,0.0002876798,0.0002845866,0.00035273324,0.00024330337,0.00049405004,0.00035528786,0.00028840895,0.0019518769],"category_scores_gemma":[0.00047165205,0.00020674769,0.00024757325,0.000516135,0.00025634054,0.0003823577,0.0003120694,0.00029461706,0.00028818246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002853686,0.00047966474,0.012463759,0.00020045269,0.00011939253,0.00053098646,0.00018850373,0.14365914,0.5087392,0.014489753,0.0009505172,0.31532505],"study_design_scores_gemma":[0.000082045706,0.00030812286,0.0025864304,0.000012924174,0.00007063567,0.0002261659,0.00003497123,0.9164042,0.07807545,0.00074302993,0.0014312555,0.000024856135],"about_ca_topic_score_codex":0.0008063564,"about_ca_topic_score_gemma":0.0009720257,"teacher_disagreement_score":0.0019518769,"about_ca_system_score_codex":0.00021222039,"about_ca_system_score_gemma":0.00021914682,"threshold_uncertainty_score":0.006529689},"labels":[],"label_agreement":null},{"id":"W2006255641","doi":"10.1109/oceans.2014.7003269","title":"Mooring and hydrostatic restoring of offshore floating wind turbine platforms","year":2014,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Stiffness; BARGE; Mooring; Spar; Marine engineering; Hydrostatic equilibrium; Offshore wind power; Turbine; Engineering; Surge; Structural engineering; Stiffness matrix; Mechanical engineering; Physics; Electrical engineering","score_opus":0.008444572867437047,"score_gpt":0.18334728350932367,"score_spread":0.17490271064188662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006255641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8895678,0.0003098489,0.09804626,0.00007547013,0.00003301501,0.000018958168,0.000058584363,0.00014449067,0.011745664],"genre_scores_gemma":[0.99592954,0.00010860974,0.0020004176,0.0000040161717,0.0000035567195,0.000003956702,0.000018246556,0.000009469907,0.0019221314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993515,0.0000086868695,0.0000026493349,0.0000072028756,0.00003315668,0.0000131762445],"domain_scores_gemma":[0.9999082,0.000023585715,0.000028951581,0.000013626977,0.000016031257,0.000009654057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008609929,0.00025860485,0.00015637939,0.00030866923,0.00020418483,0.0002808874,0.00019121057,0.0001899663,0.0011266093],"category_scores_gemma":[0.00040720747,0.00014133923,0.00021374483,0.00015783006,0.00041459466,0.00033394858,0.0004788771,0.00017582586,0.00019205932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020315834,0.00004085139,0.009335002,0.0002546055,0.00003672996,0.0017335336,0.00043297192,0.60910565,0.25328726,0.019684236,0.00044449087,0.10544154],"study_design_scores_gemma":[0.0000155732,0.00022239849,0.019804472,0.000030339725,0.000015368798,0.0010092955,0.0004242757,0.9428575,0.027573166,0.0043486264,0.0036505156,0.000048479735],"about_ca_topic_score_codex":0.0012426487,"about_ca_topic_score_gemma":0.0016317064,"teacher_disagreement_score":0.0012426487,"about_ca_system_score_codex":0.0000990705,"about_ca_system_score_gemma":0.00023331419,"threshold_uncertainty_score":0.003768921},"labels":[],"label_agreement":null},{"id":"W2012204495","doi":"10.1115/omae2009-80053","title":"Mooring Analysis of a Weathervaning FPSO in Bi-Directional Sea-States","year":2009,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mooring; Turret; Marine engineering; Swell; Sea state; Submarine pipeline; Geology; Software; Engineering; Oceanography; Computer science; Mechanical engineering","score_opus":0.0076678770776773975,"score_gpt":0.20243662714052707,"score_spread":0.19476875006284966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012204495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99919146,0.0000030019805,0.0005674533,0.000003740157,0.0000011917277,0.000002890569,0.000021294043,0.000012118074,0.00019678181],"genre_scores_gemma":[0.9993616,0.000007708797,0.0003597761,0.000002233385,3.0994485e-7,0.0000035758685,0.00003756232,0.0000023879763,0.00022475877],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999949,0.0000052786318,0.000005163015,0.000009426579,0.000016838641,0.000014331113],"domain_scores_gemma":[0.99987197,0.00003479412,0.000024499217,0.000018069726,0.000025670823,0.000024982804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010705404,0.00019268075,0.00018366001,0.00017806677,0.00017141996,0.00021849503,0.00016027264,0.00024080329,0.0010430734],"category_scores_gemma":[0.00027829086,0.00011203554,0.00021768386,0.0001471628,0.00019262197,0.00016346984,0.00026414616,0.000164844,0.0001064378],"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":[0.0009651303,0.00027442933,0.04617442,0.00013237253,0.00006492292,0.00063141773,0.0003045095,0.30915213,0.622403,0.00053652027,0.00018905589,0.019171981],"study_design_scores_gemma":[0.00005972473,0.0020831104,0.09405073,0.000011586573,0.000040234074,0.00010912106,0.0004347975,0.7823919,0.12003289,0.00022024903,0.0005202576,0.000045405206],"about_ca_topic_score_codex":0.0032269475,"about_ca_topic_score_gemma":0.0039708666,"teacher_disagreement_score":0.0032269475,"about_ca_system_score_codex":0.00014891727,"about_ca_system_score_gemma":0.00013926747,"threshold_uncertainty_score":0.006416321},"labels":[],"label_agreement":null},{"id":"W2012283109","doi":"10.1115/omae2004-51073","title":"The Wave Focusing Effect of a Parabolic Wall","year":2004,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Dimensionless quantity; Wave height; Parabolic reflector; Mechanics; Physics; Optics; Stokes wave; Surface wave; Energy (signal processing); Wave propagation; Breaking wave; Thermodynamics","score_opus":0.0061057944651447755,"score_gpt":0.18505261544970095,"score_spread":0.17894682098455617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012283109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97029436,0.0006097214,0.023779767,0.00004093571,0.00001992562,0.000043018044,0.000043981276,0.00014838798,0.0050200084],"genre_scores_gemma":[0.9888076,0.00037964192,0.008642931,0.000030436082,0.000010626362,0.00002319367,0.000053571977,0.000017886785,0.0020341408],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997644,0.000018910223,0.000011140561,0.000047023997,0.00011085626,0.000047724356],"domain_scores_gemma":[0.99965477,0.00012467221,0.00007558673,0.00004202949,0.00007270804,0.000030233814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026819424,0.00041975474,0.00020487851,0.00023738935,0.00029434948,0.00036867012,0.0003387838,0.00030622588,0.0013905871],"category_scores_gemma":[0.0004884446,0.00035143492,0.00025641266,0.00017999933,0.0004920494,0.00043352196,0.00060218794,0.00028701988,0.00029039112],"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":[0.00010500529,0.0000152403045,0.0008979433,0.00006552102,0.0000048321913,0.00012984537,0.00010992124,0.00071717653,0.9887052,0.00048062796,0.00004730116,0.008721435],"study_design_scores_gemma":[0.000014722411,0.0006104339,0.0062779807,0.000012927926,0.000025606283,0.0003260454,0.00008934768,0.004240566,0.9871336,0.00014324268,0.001109448,0.000016127362],"about_ca_topic_score_codex":0.00051819626,"about_ca_topic_score_gemma":0.00032883184,"teacher_disagreement_score":0.0013905871,"about_ca_system_score_codex":0.00017190084,"about_ca_system_score_gemma":0.00025034495,"threshold_uncertainty_score":0.0046519637},"labels":[],"label_agreement":null},{"id":"W2012358275","doi":"10.1016/j.renene.2010.02.017","title":"Integration of wave power in Haida Gwaii","year":2010,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Capital cost; Submarine pipeline; Wave power; Cost estimate; Environmental science; Resource (disambiguation); Marine engineering; Engineering; Meteorology; Energy (signal processing); Oceanography; Geography; Geology; Computer science; Systems engineering; Electrical engineering; Statistics","score_opus":0.008133102652866868,"score_gpt":0.1873075518306893,"score_spread":0.17917444917782244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012358275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74435776,0.00050504354,0.005109608,0.0013001225,0.00024745657,0.00011788173,0.0002505381,0.00012373744,0.24798787],"genre_scores_gemma":[0.93840164,0.00031523698,0.003324098,0.00010074954,0.000035404617,0.000036261983,0.00020502065,0.000021252932,0.05756026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99990106,0.000008451541,0.0000046873233,0.000015197128,0.000042677326,0.000028014483],"domain_scores_gemma":[0.99994195,0.0000052870787,0.0000063575408,0.00000502967,0.000029209845,0.000012233066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307415,0.00018203254,0.00017666056,0.000423709,0.0012488943,0.0011806716,0.0002527235,0.00038345443,0.005995741],"category_scores_gemma":[0.0001648748,0.00019003026,0.00016157815,0.0010694182,0.00034193302,0.0005808245,0.00064372923,0.00050480606,0.0006563231],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010095675,0.0006373592,0.15083513,0.00044379706,0.0001924762,0.010157739,0.010830727,0.018214876,0.057719808,0.16692348,0.02109576,0.5619393],"study_design_scores_gemma":[0.00014614836,0.00047748318,0.47961614,0.00015164408,0.00032940417,0.0031062837,0.020197408,0.05195537,0.017662497,0.018820237,0.40737644,0.0001608669],"about_ca_topic_score_codex":0.02629387,"about_ca_topic_score_gemma":0.0732284,"teacher_disagreement_score":0.9737061,"about_ca_system_score_codex":0.0011323829,"about_ca_system_score_gemma":0.0020695738,"threshold_uncertainty_score":0.052281678},"labels":[],"label_agreement":null},{"id":"W2021620199","doi":"10.1139/l09-095","title":"Design optimization of floating breakwaters with an interdisciplinary fluid–solid structural problem","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breakwater; Sequential quadratic programming; Hydrostatic equilibrium; Boundary value problem; Stability (learning theory); Port (circuit theory); Optimization problem; Quadratic equation; Quadratic programming; Engineering; Mathematical optimization; Structural engineering; Computer science; Mechanics; Mathematics; Geotechnical engineering; Mathematical analysis; Mechanical engineering; Geometry; Physics","score_opus":0.006839722815307183,"score_gpt":0.19139529102241015,"score_spread":0.18455556820710298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021620199","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0462038,0.00035539293,0.9455439,0.00036424142,0.00003999227,0.00013183644,0.00010247895,0.00010276052,0.007155638],"genre_scores_gemma":[0.6857654,0.00070534326,0.30344504,0.00015913423,0.00006635922,0.0007863151,0.00030073238,0.000119535616,0.008652185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952567,0.00016373069,0.000021838712,0.00009243023,0.00012288746,0.00007353694],"domain_scores_gemma":[0.9989348,0.00076856173,0.000094955365,0.0000329672,0.000108102504,0.00006061445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012575794,0.0012666236,0.0014348816,0.00092634204,0.00053219986,0.0013550692,0.0009837179,0.0025175666,0.003996473],"category_scores_gemma":[0.0026697132,0.00076007715,0.0009928931,0.0007140879,0.0010895832,0.0010628403,0.0015477637,0.0010624547,0.00040483775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001662034,0.000017392338,0.00013188175,0.000040520004,0.000010013253,0.00003887169,0.00001871211,0.99054027,0.00064849475,0.0028814047,0.00013687035,0.005518983],"study_design_scores_gemma":[0.000014511864,0.000049679606,0.00007450854,0.00000794272,0.000008167838,0.000011697879,0.000025680185,0.99584585,0.00033760522,0.003026601,0.0005929299,0.0000048842953],"about_ca_topic_score_codex":0.0029906258,"about_ca_topic_score_gemma":0.002185874,"teacher_disagreement_score":0.003996473,"about_ca_system_score_codex":0.0006980551,"about_ca_system_score_gemma":0.001341204,"threshold_uncertainty_score":0.013369501},"labels":[],"label_agreement":null},{"id":"W2021669223","doi":"10.2174/1874149501408010042","title":"Transportation Optimization of Ribbon Floating Bridges: Analytical and Experimental Investigation","year":2014,"lang":"en","type":"article","venue":"The Open Civil Engineering Journal","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Carleton University","funders":"","keywords":"Bridge (graph theory); Traverse; Ribbon; Engineering; Axle; Buoyancy; Structural engineering; Marine engineering","score_opus":0.012281823734410141,"score_gpt":0.20848184411447465,"score_spread":0.1962000203800645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021669223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978036,0.00011632752,0.017440563,0.000052486557,0.000015838756,0.000057467198,0.00010007749,0.00005561626,0.0041256184],"genre_scores_gemma":[0.9951631,0.000103434395,0.0038062602,0.0000044626354,0.0000016580315,0.000028329483,0.000055718054,0.00000423377,0.0008327646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985754,0.000021226035,0.000005353216,0.000023540004,0.00005740745,0.00003486789],"domain_scores_gemma":[0.99963856,0.00015754305,0.00006431294,0.00004193248,0.000080481004,0.0000171549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040519625,0.0004652104,0.0003829974,0.00047303204,0.0003166684,0.00036233594,0.0006122797,0.0006768713,0.0014706742],"category_scores_gemma":[0.0007306242,0.00022161787,0.00037308753,0.0003632189,0.00040115355,0.00041595745,0.0002577495,0.000350094,0.00015872519],"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":[0.0002533073,0.0006012277,0.0020957629,0.00017888431,0.000018691208,0.00025185867,0.0001144949,0.8850402,0.096474014,0.0024338881,0.00029431251,0.012243308],"study_design_scores_gemma":[0.000013243691,0.000561396,0.0009929151,0.000005571494,0.000008668791,0.000018360864,0.000074248055,0.98183894,0.015920758,0.000287426,0.00026933124,0.000009137001],"about_ca_topic_score_codex":0.0030658175,"about_ca_topic_score_gemma":0.0033455214,"teacher_disagreement_score":0.0030658175,"about_ca_system_score_codex":0.00048115823,"about_ca_system_score_gemma":0.00039616236,"threshold_uncertainty_score":0.006095946},"labels":[],"label_agreement":null},{"id":"W2024675273","doi":"10.1115/1.2151199","title":"Computation of Wave-Body Interactions Using the Panel-Free Method and Exact Geometry","year":2006,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Discretization; Diffraction; Cylinder; Free surface; Computation; Mathematical analysis; Geometry; Gravitational singularity; Domain (mathematical analysis); Boundary (topology); Integral equation; Hull; Boundary value problem; Wave equation; Mathematics; Rotational symmetry; Surface (topology); Physics; Optics; Mechanics; Algorithm; Engineering","score_opus":0.020490799634826105,"score_gpt":0.23433524170758951,"score_spread":0.2138444420727634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024675273","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023690037,0.000037218044,0.9704212,0.000030104702,0.00001841914,0.000028236713,0.00011325393,0.00038295047,0.005278599],"genre_scores_gemma":[0.50146794,0.00016015537,0.49009442,0.00006253033,0.000025645588,0.00023666641,0.0003930629,0.00034918071,0.0072103543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997936,0.00003596933,0.0000075747084,0.000019368723,0.0001152873,0.000028165015],"domain_scores_gemma":[0.9995472,0.00021246006,0.00003392669,0.00006124553,0.00011077163,0.00003436041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003015257,0.0005550891,0.0007127907,0.0004318706,0.000499451,0.00056321616,0.0010806071,0.0010204007,0.0049834135],"category_scores_gemma":[0.0011407156,0.0004660768,0.00048475896,0.00038823244,0.000473766,0.0007835004,0.000911643,0.00067870744,0.0011499483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044874094,0.000040139803,0.00059829035,0.000058985206,0.000023406306,0.00020676127,0.00007552925,0.9460681,0.012439897,0.014467704,0.0008229558,0.025153302],"study_design_scores_gemma":[0.000009383228,0.0000104775345,0.00010802372,0.0000028065324,0.0000016815758,0.000024698606,0.00000862796,0.99610233,0.001199665,0.0019560065,0.00057057803,0.0000056791896],"about_ca_topic_score_codex":0.0031655561,"about_ca_topic_score_gemma":0.0033912738,"teacher_disagreement_score":0.0049834135,"about_ca_system_score_codex":0.00028956062,"about_ca_system_score_gemma":0.00083864364,"threshold_uncertainty_score":0.01667124},"labels":[],"label_agreement":null},{"id":"W2025277904","doi":"10.1016/s0020-7225(02)00381-6","title":"On scattering and radiation problem for a cylinder in water of finite depth","year":2003,"lang":"en","type":"article","venue":"International Journal of Engineering Science","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cylinder; Scattering; Diffraction; Radiation; RADIUS; Velocity potential; Mechanics; Physics; Geometry; Mathematics; Optics; Mathematical analysis","score_opus":0.008672161307773946,"score_gpt":0.22356513430706065,"score_spread":0.2148929729992867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025277904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42151964,0.004623442,0.45254594,0.01019004,0.0011263882,0.00028223114,0.00095919374,0.00027690193,0.108476326],"genre_scores_gemma":[0.9115431,0.002616483,0.032796275,0.0007971714,0.0009801402,0.00018428781,0.0007427096,0.000258345,0.050081596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993999,0.00018170635,0.000025529751,0.00010914942,0.00018502124,0.00009868411],"domain_scores_gemma":[0.99671614,0.0024326453,0.0002147794,0.00007186193,0.0003975377,0.00016701627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444,0.0016091955,0.0016436192,0.0017022978,0.0011577576,0.002329995,0.0016249756,0.0051827063,0.0037375805],"category_scores_gemma":[0.0062791877,0.0009927398,0.0014168129,0.0010633856,0.0033200681,0.0026380648,0.0027365868,0.0021449826,0.00032347225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041568407,0.00016566749,0.0020939966,0.0007075382,0.000106693595,0.0019065221,0.0006032701,0.757829,0.00929404,0.21336791,0.005212183,0.008297448],"study_design_scores_gemma":[0.0000544622,0.000046814373,0.00067796407,0.00003998533,0.000028028564,0.00032531103,0.00025463666,0.94590384,0.00093385874,0.05057883,0.0011048841,0.000051447314],"about_ca_topic_score_codex":0.010702792,"about_ca_topic_score_gemma":0.0031981268,"teacher_disagreement_score":0.010702792,"about_ca_system_score_codex":0.0014840227,"about_ca_system_score_gemma":0.001218498,"threshold_uncertainty_score":0.021281004},"labels":[],"label_agreement":null},{"id":"W2033015090","doi":"10.1115/omae2012-83699","title":"Comparison of Physical Model Tests With a Time Domain Simulation Model of a Wave Energy Converter","year":2012,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"Government of Canada","keywords":"Energy transformation; Marine engineering; Mooring; Marine energy; Wind wave; Computer science; Electricity generation; Energy modeling; Turbine; Nonlinear system; Survivability; Engineering; Simulation; Energy consumption; Renewable energy; Power (physics); Mechanical engineering; Reliability engineering; Electrical engineering","score_opus":0.02717672223446865,"score_gpt":0.24391413925515207,"score_spread":0.21673741702068341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033015090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382335,0.00009416315,0.030551905,0.00028151897,0.00009280369,0.0001449018,0.0010692667,0.00093719375,0.028594738],"genre_scores_gemma":[0.99526113,0.000044112152,0.00240779,0.000026899466,0.00000342687,0.000059798604,0.0003829993,0.000045336197,0.0017685202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964166,0.00007569648,0.00002875529,0.00004577971,0.00015386117,0.00005432738],"domain_scores_gemma":[0.9987551,0.00059503166,0.000073715804,0.00021217125,0.00032946453,0.00003459131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005335497,0.0005206309,0.0005611978,0.00046535878,0.00042147728,0.0010350065,0.00087115937,0.0007246513,0.004375312],"category_scores_gemma":[0.001577791,0.00026303562,0.00058000936,0.00041532706,0.00062785496,0.0007666551,0.00030268615,0.00068129576,0.0005453174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035763698,0.00026005867,0.0026219808,0.000106375766,0.000023136176,0.00013111485,0.00011185453,0.97376674,0.013458243,0.0015777622,0.0009029217,0.0066820863],"study_design_scores_gemma":[0.000082738145,0.0004033607,0.0025157447,0.000010636425,0.000017651704,0.000024218702,0.00007885869,0.98075104,0.014686214,0.00026704613,0.0011462941,0.000016271733],"about_ca_topic_score_codex":0.015326692,"about_ca_topic_score_gemma":0.008888221,"teacher_disagreement_score":0.015326692,"about_ca_system_score_codex":0.0010552795,"about_ca_system_score_gemma":0.0008061439,"threshold_uncertainty_score":0.03047496},"labels":[],"label_agreement":null},{"id":"W2035894323","doi":"10.1115/omae2008-57887","title":"Evaluation of the Potential of Wave Energy in Chile","year":2008,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Swell; Renewable energy; Wave power; Context (archaeology); Electricity generation; Environmental science; Energy transformation; Work (physics); Wind wave; Dispersion (optics); Meteorology; Energy (signal processing); Power (physics); Computer science; Engineering; Geology; Geography; Electrical engineering; Mathematics; Physics; Mechanical engineering; Oceanography; Statistics","score_opus":0.02218939709599144,"score_gpt":0.19243438942090782,"score_spread":0.17024499232491638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035894323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363794,0.000950333,0.0020883025,0.0004837008,0.000014108267,0.00019863267,0.0018755475,0.000061608334,0.057948474],"genre_scores_gemma":[0.99414295,0.0005452936,0.0008114804,0.0000207674,0.000004424102,0.0000771456,0.00052380125,0.000017886525,0.0038563518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994611,0.00011532735,0.000024889607,0.000043684457,0.00025792653,0.000096993],"domain_scores_gemma":[0.9989656,0.00040929523,0.0001258336,0.0000420052,0.00037832995,0.00007891765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010456543,0.00035245105,0.00027588895,0.002155412,0.00045101022,0.002375834,0.0006212276,0.0004225651,0.004516674],"category_scores_gemma":[0.0023244205,0.00020791838,0.00039745856,0.0020706584,0.000563045,0.0013923104,0.00137827,0.0003442977,0.00043581688],"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":[0.0015925635,0.00076555356,0.5008026,0.0033688166,0.00055823335,0.008718351,0.0034031435,0.21358404,0.03776627,0.036852147,0.008891306,0.18369709],"study_design_scores_gemma":[0.00020690546,0.0010157588,0.73580635,0.00074970606,0.0002473504,0.00081975595,0.024731357,0.16236441,0.015484511,0.013121381,0.045228306,0.0002242498],"about_ca_topic_score_codex":0.028111756,"about_ca_topic_score_gemma":0.026587987,"teacher_disagreement_score":0.028111756,"about_ca_system_score_codex":0.0029429107,"about_ca_system_score_gemma":0.0014099819,"threshold_uncertainty_score":0.055896282},"labels":[],"label_agreement":null},{"id":"W2039306732","doi":"10.1115/omae2009-79450","title":"Design Synthesis of a Wave Energy Converter","year":2009,"lang":"en","type":"article","venue":"Volume 4: Ocean Engineering; Ocean Renewable Energy; Ocean Space Utilization, Parts A and B","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Victoria","funders":"","keywords":"Marine engineering; Hull; Sea state; Mooring; Shore; Wave energy converter; Inertia; Marine energy; Energy transformation; Controller (irrigation); Nonlinear system; Energy (signal processing); Engineering; Computer science; Geology; Renewable energy; Physics; Oceanography; Electrical engineering","score_opus":0.013774745185061396,"score_gpt":0.17752727254678158,"score_spread":0.1637525273617202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039306732","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019456139,0.00028712203,0.94988334,0.00018254033,0.00010826653,0.0002928364,0.000138295,0.0010642844,0.028587136],"genre_scores_gemma":[0.71888626,0.00040859517,0.25859192,0.00011568419,0.00004174568,0.00070516317,0.00021221202,0.000108805696,0.020929622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977714,0.000032266595,0.000013703665,0.000050433482,0.000106608546,0.000019959301],"domain_scores_gemma":[0.9998087,0.000043615542,0.000030704934,0.000015226566,0.000092662005,0.0000091343845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034258384,0.0004259053,0.00043353144,0.00029299603,0.00039818062,0.00091450167,0.000478001,0.00061048265,0.0053117773],"category_scores_gemma":[0.00041123707,0.00027726384,0.00032711492,0.0002089054,0.00021320647,0.00027935632,0.00025714663,0.0003813868,0.0012080865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000248737,0.00016730289,0.00097135425,0.0012110207,0.000112074566,0.00043135698,0.0002787019,0.5190405,0.1822818,0.04820364,0.005452497,0.24160106],"study_design_scores_gemma":[0.00011101884,0.0005541908,0.0005701013,0.00007441406,0.000057157245,0.00018096688,0.000059349903,0.915184,0.04767734,0.00333326,0.03217085,0.000027349859],"about_ca_topic_score_codex":0.0017518221,"about_ca_topic_score_gemma":0.0017490083,"teacher_disagreement_score":0.0053117773,"about_ca_system_score_codex":0.000430379,"about_ca_system_score_gemma":0.0007414285,"threshold_uncertainty_score":0.017769694},"labels":[],"label_agreement":null},{"id":"W2046680121","doi":"10.1016/j.renene.2014.06.006","title":"Characterizing the near shore wave energy resource on the west coast of Vancouver Island, Canada","year":2014,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada; Pacific Institute for Climate Solutions","keywords":"Mesoscale meteorology; Wave model; Significant wave height; Shore; Meteorology; Environmental science; Wave height; Wind wave model; Climatology; Oceanography; Marine energy; Renewable energy; West coast; Forcing (mathematics); Geology; Wind wave; Geography; Engineering","score_opus":0.0067998329320048565,"score_gpt":0.14998809788775322,"score_spread":0.14318826495574835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046680121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879517,0.00010441816,0.0003172865,0.00009698301,0.000008147212,0.000027821547,0.0023207786,0.00001942322,0.009153389],"genre_scores_gemma":[0.99397635,0.00012564688,0.00043333665,0.000024513285,0.0000026280075,0.0000112422285,0.0013111056,0.000012222285,0.004102951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998325,0.000007122187,0.000005725377,0.000024057243,0.0000656944,0.00006482788],"domain_scores_gemma":[0.9995701,0.000028431881,0.000022953127,0.0000095509,0.0002977362,0.000071207156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012138877,0.00023864499,0.0002648424,0.0013646972,0.0019900363,0.0015363165,0.00055643666,0.00044914585,0.0023900091],"category_scores_gemma":[0.00057495525,0.00021955025,0.00019276381,0.0023420926,0.00031843886,0.00032920105,0.00045671035,0.0003190162,0.0003590627],"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":[0.00019669367,0.0001328721,0.9145075,0.00011199233,0.00012877879,0.0008562908,0.0014838802,0.023830645,0.008530986,0.0012820647,0.0068573207,0.042081],"study_design_scores_gemma":[0.000009664193,0.000014983763,0.97153395,0.00003660889,0.000024306024,0.00006070161,0.004131498,0.01904156,0.000566759,0.00013832517,0.0044187373,0.000022873106],"about_ca_topic_score_codex":0.98602897,"about_ca_topic_score_gemma":0.9967732,"teacher_disagreement_score":0.013971031,"about_ca_system_score_codex":0.00701909,"about_ca_system_score_gemma":0.00793302,"threshold_uncertainty_score":0.05092728},"labels":[],"label_agreement":null},{"id":"W2050558415","doi":"10.1002/pamm.200810671","title":"Diffraction of water waves by a slotted cylindrical breakwater","year":2008,"lang":"en","type":"article","venue":"PAMM","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Breakwater; Diffraction; Wavelength; Mechanics; Boundary value problem; Cylinder; Limiting; Geometry; Velocity potential; Permeability (electromagnetism); Geology; Materials science; Physics; Geotechnical engineering; Mathematics; Optics; Mathematical analysis; Engineering; Chemistry","score_opus":0.008650648764545528,"score_gpt":0.17628804153940744,"score_spread":0.16763739277486192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050558415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98808086,0.000075565746,0.01048377,0.000036437228,0.000015851363,0.00000967318,0.000030611936,0.000037239824,0.0012299308],"genre_scores_gemma":[0.9958834,0.00006073817,0.003193058,0.000007067532,0.0000033209783,0.000004918406,0.000032204625,0.0000042461706,0.00081113045],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998547,0.00001929529,0.0000060170546,0.000027393424,0.000054165015,0.00003857879],"domain_scores_gemma":[0.99976367,0.00009151957,0.000059001064,0.000022379547,0.000032010114,0.000031440297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018575865,0.00036628929,0.00038079915,0.00026701094,0.00023371138,0.00062353566,0.0002505981,0.00050005934,0.0016520874],"category_scores_gemma":[0.00048254651,0.00026678597,0.00028419262,0.00027217277,0.000838475,0.0006015813,0.00055065413,0.00039598945,0.00014824585],"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":[0.00082013546,0.00012215317,0.0064793197,0.00013244586,0.00006465215,0.0021289857,0.00047554923,0.21692915,0.7508392,0.006936091,0.00058246177,0.014489982],"study_design_scores_gemma":[0.00022051521,0.0007843147,0.018265948,0.000018345228,0.000026484988,0.000875822,0.00059695175,0.81188816,0.16285089,0.002891183,0.0014992674,0.00008208991],"about_ca_topic_score_codex":0.0016108527,"about_ca_topic_score_gemma":0.0010143139,"teacher_disagreement_score":0.0016520874,"about_ca_system_score_codex":0.00032565743,"about_ca_system_score_gemma":0.0002418426,"threshold_uncertainty_score":0.005526781},"labels":[],"label_agreement":null},{"id":"W2054506880","doi":"10.1016/j.soildyn.2003.11.008","title":"Response of fixed offshore platforms to wave and current loading including soil–structure interaction","year":2004,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Golder Associates (Canada)","funders":"","keywords":"Pile; Tower; Submarine pipeline; Dissipation; Geotechnical engineering; Structural engineering; Wave loading; Nonlinear system; Response analysis; Radiation damping; Finite element method; Dynamic load testing; Soil structure interaction; Engineering; Geology; Current (fluid); Marine engineering; Physics","score_opus":0.010664446589498678,"score_gpt":0.20797561636665982,"score_spread":0.19731116977716115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054506880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985287,0.0000065208615,0.0004159044,0.000019968513,0.0000059073777,0.0000035897094,0.00003355533,0.00001167569,0.00097411015],"genre_scores_gemma":[0.9990815,0.00000964236,0.00010875706,0.0000037903908,8.4646865e-7,0.0000030214153,0.00004093759,0.0000042290512,0.0007472355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999928,0.000011885488,0.0000022763381,0.000011233204,0.000013668572,0.00003292315],"domain_scores_gemma":[0.9996867,0.00011598712,0.00003250643,0.000028526407,0.000065380904,0.00007086737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121371864,0.00035189273,0.00025218842,0.00024148016,0.0003426717,0.00039247313,0.00033481183,0.0006143352,0.0047320668],"category_scores_gemma":[0.0011991725,0.00026952336,0.0002669875,0.0001767219,0.00034762142,0.00031111907,0.00056835753,0.00033876282,0.00063212967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004287024,0.0004968019,0.0489677,0.00015291868,0.00012576397,0.0037259173,0.00087068893,0.57052904,0.33315355,0.0015942268,0.002069557,0.03402675],"study_design_scores_gemma":[0.00011463755,0.0017761136,0.11139548,0.000024747746,0.00005226841,0.00031286036,0.0013281249,0.8494203,0.03371126,0.0010658124,0.00073729013,0.00006109573],"about_ca_topic_score_codex":0.0061369603,"about_ca_topic_score_gemma":0.0044238353,"teacher_disagreement_score":0.0061369603,"about_ca_system_score_codex":0.000296212,"about_ca_system_score_gemma":0.00033131495,"threshold_uncertainty_score":0.015830338},"labels":[],"label_agreement":null},{"id":"W2060313061","doi":"10.1115/omae2004-51395","title":"Dynamic Analysis of Long Floating Structures in Waves","year":2004,"lang":"en","type":"article","venue":"23rd International Conference on Offshore Mechanics and Arctic Engineering, Volume 1, Parts A and B","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Superposition principle; Response analysis; Finite element method; Frequency domain; Bending moment; Harmonic; Amplitude; Mathematical analysis; Physics; Mathematics; Structural engineering; Acoustics; Optics; Engineering","score_opus":0.010870937256829381,"score_gpt":0.22084378864667983,"score_spread":0.20997285138985045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060313061","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43661746,0.00016234827,0.5509219,0.000068748486,0.0000250152,0.000051511306,0.00014659856,0.00021175854,0.011794628],"genre_scores_gemma":[0.96724427,0.00015877731,0.026064523,0.000022869788,0.000011628527,0.00004541344,0.00015117961,0.000040602958,0.0062606595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998791,0.000008489873,0.0000036195313,0.000018100107,0.000077428704,0.000013228007],"domain_scores_gemma":[0.9998969,0.000035381778,0.000018210894,0.0000103916445,0.000031672615,0.000007438141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012761819,0.00027012482,0.00019509383,0.0004402372,0.00021074298,0.00037892262,0.0002789201,0.00022994434,0.0011205177],"category_scores_gemma":[0.00036635163,0.0001298695,0.00021390774,0.00027869153,0.00020848613,0.00031867484,0.00030439298,0.00023249544,0.00023962128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005070705,0.000055597087,0.0046191914,0.00004974607,0.000031249718,0.0002499476,0.00012969744,0.80283535,0.112224825,0.006884226,0.00034365008,0.07252585],"study_design_scores_gemma":[0.000003245646,0.000041343053,0.004134513,0.0000057534594,0.0000056693834,0.0000632803,0.000049033344,0.98665255,0.0063689463,0.0015135134,0.0011512655,0.000010792171],"about_ca_topic_score_codex":0.0018881523,"about_ca_topic_score_gemma":0.0019952054,"teacher_disagreement_score":0.0018881523,"about_ca_system_score_codex":0.00027453422,"about_ca_system_score_gemma":0.00024860457,"threshold_uncertainty_score":0.0037543178},"labels":[],"label_agreement":null},{"id":"W2061079172","doi":"10.1016/j.renene.2014.11.038","title":"Integrating ocean wave energy at large-scales: A study of the US Pacific Northwest","year":2014,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Wave power; Wind wave; Meteorology; Marine energy; Diversification (marketing strategy); Pacific ocean; Scale (ratio); Wind power; Electricity generation; Energy (signal processing); Climatology; Geography; Geology; Power (physics); Oceanography; Engineering; Physics; Statistics; Cartography; Mathematics","score_opus":0.006137672228461557,"score_gpt":0.17248840478059937,"score_spread":0.1663507325521378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061079172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971432,0.00004443935,0.00022546438,0.00024290488,0.0000017483072,0.000006355644,0.00013513594,0.000006639589,0.0021939783],"genre_scores_gemma":[0.998254,0.0001555808,0.0005104851,0.00005341204,0.0000023921914,0.00000745711,0.0001574407,0.000008696289,0.0008505176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999212,0.000018885215,0.0000037668124,0.0000151105205,0.000020295089,0.00002074329],"domain_scores_gemma":[0.999634,0.00012510923,0.0000667395,0.00002821937,0.00008602438,0.00005983905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030148285,0.00016786692,0.00023395217,0.00038341625,0.000884608,0.0012204668,0.00047264554,0.00053117133,0.0014641575],"category_scores_gemma":[0.0012577957,0.00024669484,0.00030339308,0.0019855308,0.0005159407,0.0013911049,0.0006685832,0.0005596493,0.0000973784],"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":[0.00022186441,0.00065089914,0.893757,0.00006638227,0.0003029798,0.0014202782,0.0017213761,0.057885956,0.0026132446,0.00636703,0.0028939568,0.032099154],"study_design_scores_gemma":[0.000036760535,0.000086817934,0.9041545,0.00002705299,0.00013537698,0.00014065276,0.011071667,0.07635869,0.00074835995,0.0032283503,0.0039775926,0.000034141613],"about_ca_topic_score_codex":0.43598872,"about_ca_topic_score_gemma":0.567217,"teacher_disagreement_score":0.43598872,"about_ca_system_score_codex":0.0016024832,"about_ca_system_score_gemma":0.0020456607,"threshold_uncertainty_score":0.866902},"labels":[],"label_agreement":null},{"id":"W2064100428","doi":"10.4043/20836-ms","title":"SS: Fiber Moorings, Recent Experiences and Research: Updating API RP 2SM on Synthetic Fiber Rope for Offshore Moorings","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Intecsea (Canada)","funders":"","keywords":"Rope; Mooring; Marine engineering; Submarine pipeline; Wire rope; Engineering; Computer science; Mechanical engineering; Geotechnical engineering","score_opus":0.04013329851395873,"score_gpt":0.2802300173449614,"score_spread":0.24009671883100267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064100428","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08338859,0.10150776,0.12200783,0.19305892,0.09489525,0.0019144611,0.012411676,0.014299624,0.37651595],"genre_scores_gemma":[0.22355287,0.10767573,0.18226802,0.033746056,0.032291457,0.001886493,0.026318882,0.009113719,0.38314667],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.985107,0.0022579897,0.0019273106,0.0008107461,0.008992153,0.0009047201],"domain_scores_gemma":[0.9294243,0.0058781593,0.004160921,0.0051065315,0.05163539,0.003794724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019903766,0.0011989647,0.00070036895,0.0072271097,0.0018344258,0.00659629,0.002934285,0.0030333572,0.01031431],"category_scores_gemma":[0.034846228,0.0005572113,0.0007666638,0.008393425,0.0017622103,0.008581022,0.0045802076,0.0037964045,0.010079238],"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":[0.00013852524,0.00016594754,0.0035150081,0.0013078061,0.000011887268,0.00037383306,0.0029011266,0.0012508311,0.0055775144,0.0070403824,0.35788724,0.61983],"study_design_scores_gemma":[0.000003363336,0.00008837542,0.0047591147,0.0005290647,0.0000050172857,0.00022625377,0.0007434646,0.00023959734,0.0008720981,0.00062747777,0.99187547,0.000030818133],"about_ca_topic_score_codex":0.025555171,"about_ca_topic_score_gemma":0.019255394,"teacher_disagreement_score":0.025555171,"about_ca_system_score_codex":0.0040161065,"about_ca_system_score_gemma":0.009208217,"threshold_uncertainty_score":0.1052624},"labels":[],"label_agreement":null},{"id":"W2072248753","doi":"10.1115/omae2014-23503","title":"Determination of Wave Impact Loads for the Hebron Gravity Based Structure (GBS)","year":2014,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Submarine pipeline; Engineering; Term (time); Salient; Structural engineering; Storm; Marine engineering; Geology; Geotechnical engineering; Computer science; Physics; Oceanography","score_opus":0.009219226368475865,"score_gpt":0.21772858181384067,"score_spread":0.2085093554453648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072248753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931371,0.000011606314,0.0034242007,0.000017380275,0.000004044622,0.000043663633,0.00031008327,0.000046150282,0.0030058546],"genre_scores_gemma":[0.996603,0.000018458872,0.0020368735,0.0000039926354,5.6825724e-7,0.000013725321,0.00030061466,0.000008358477,0.0010143234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997323,0.000015083207,0.000008999159,0.000023893646,0.00017528686,0.00004427628],"domain_scores_gemma":[0.999759,0.000047499434,0.00002459458,0.000028512206,0.000109406494,0.000031071344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003042496,0.00033060662,0.00019521794,0.00085155666,0.0006648293,0.0004811248,0.00047155362,0.00041740132,0.001315956],"category_scores_gemma":[0.00061658095,0.0002551414,0.0002616018,0.00044371263,0.00052313105,0.00030707603,0.00035090547,0.00042160862,0.0003653289],"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":[0.0008075719,0.00046407804,0.24488984,0.00015465994,0.000050431816,0.0010048389,0.0009118243,0.43537107,0.22101206,0.0016231146,0.0016099046,0.09210058],"study_design_scores_gemma":[0.0000871074,0.0016794243,0.46764225,0.000025863561,0.00004276879,0.0002065797,0.0014094681,0.45143932,0.07381586,0.00044847283,0.003147061,0.000055862147],"about_ca_topic_score_codex":0.12921138,"about_ca_topic_score_gemma":0.38832575,"teacher_disagreement_score":0.87078863,"about_ca_system_score_codex":0.002043704,"about_ca_system_score_gemma":0.0016223005,"threshold_uncertainty_score":0.25691855},"labels":[],"label_agreement":null},{"id":"W2078813824","doi":"10.1002/pamm.201010238","title":"Diffraction of water waves by a slotted dual cylindrical caisson breakwater","year":2010,"lang":"en","type":"article","venue":"PAMM","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Diffraction; Breakwater; Cylinder; Wavelength; Caisson; Boundary value problem; Mechanics; Geometry; Materials science; Geology; Physics; Optics; Geotechnical engineering; Mathematics; Mathematical analysis","score_opus":0.004679945677476279,"score_gpt":0.18451357699577556,"score_spread":0.17983363131829927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078813824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97456986,0.00008322694,0.023273224,0.00003936949,0.000015264895,0.000009930604,0.000038449278,0.00004147605,0.0019292525],"genre_scores_gemma":[0.9938776,0.00006192685,0.004026649,0.0000070871524,0.0000030735036,0.000006001815,0.000041307758,0.000006154148,0.0019701852],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998846,0.000012963742,0.0000035878504,0.000020196938,0.00005070334,0.000027973285],"domain_scores_gemma":[0.9998592,0.000038710612,0.000037561498,0.000012551899,0.000028175597,0.000023785633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013615924,0.0003156216,0.00033262616,0.00025228944,0.00017781634,0.000549934,0.0002605911,0.00039924108,0.0017537787],"category_scores_gemma":[0.00027725776,0.00021232622,0.00021722067,0.00019162598,0.00057423586,0.0005088535,0.00043195588,0.0003259491,0.00016594667],"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":[0.0005297914,0.00006282953,0.0030151792,0.00008241414,0.000037929218,0.0010073684,0.00027462054,0.09963947,0.87674713,0.008741622,0.00046432065,0.009397264],"study_design_scores_gemma":[0.00012876138,0.0005636868,0.012808802,0.000015321279,0.000021975075,0.0006181242,0.00061021704,0.7496797,0.22965385,0.0030551036,0.0027713173,0.00007321289],"about_ca_topic_score_codex":0.0015802822,"about_ca_topic_score_gemma":0.0009956866,"teacher_disagreement_score":0.0017537787,"about_ca_system_score_codex":0.00032316492,"about_ca_system_score_gemma":0.00019162506,"threshold_uncertainty_score":0.005866945},"labels":[],"label_agreement":null},{"id":"W2079353425","doi":"10.1115/omae2009-79667","title":"Numerical Modeling and Evaluation of Wave Energy Converters","year":2009,"lang":"en","type":"article","venue":"Volume 4: Ocean Engineering; Ocean Renewable Energy; Ocean Space Utilization, Parts A and B","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Converters; Energy (signal processing); Absorption (acoustics); Power (physics); Acoustics; Frequency domain; Damper; Wave energy converter; Physics; Linear congruential generator; Range (aeronautics); Mechanics; Control theory (sociology); Engineering; Computer science; Aerospace engineering","score_opus":0.02008943839736269,"score_gpt":0.20560449325427418,"score_spread":0.1855150548569115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079353425","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091967374,0.00075116224,0.83586824,0.00039575956,0.00015522307,0.0001515536,0.0004008644,0.00042285732,0.06988697],"genre_scores_gemma":[0.8578816,0.000813456,0.120589755,0.000073365605,0.000053506054,0.00036113354,0.00027627463,0.00013635588,0.019814583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996735,0.00007080839,0.000016188422,0.000032644613,0.00017187196,0.0000350524],"domain_scores_gemma":[0.99957365,0.00016427864,0.000042631917,0.00005874004,0.00014000907,0.000020605068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043166362,0.0004634651,0.0006388619,0.0004612663,0.0005103282,0.0010317488,0.0009885648,0.0011603953,0.0036896472],"category_scores_gemma":[0.0019116563,0.00030892185,0.00045715357,0.00065041875,0.00062524126,0.00094000256,0.00068188785,0.00062494806,0.0008563751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016106802,0.000014042161,0.00020117276,0.000032159875,0.00000342085,0.000047060403,0.00002588331,0.979978,0.0031861921,0.011358167,0.0002489341,0.004888839],"study_design_scores_gemma":[0.0000033682916,0.000006437979,0.00004879874,0.0000040035784,0.0000011693589,0.000009371011,0.00000634081,0.9972914,0.0006989257,0.0011673896,0.0007597907,0.0000029941239],"about_ca_topic_score_codex":0.0030713754,"about_ca_topic_score_gemma":0.0015837476,"teacher_disagreement_score":0.0036896472,"about_ca_system_score_codex":0.0006849963,"about_ca_system_score_gemma":0.0007850309,"threshold_uncertainty_score":0.012343109},"labels":[],"label_agreement":null},{"id":"W2085366290","doi":"10.1016/j.renene.2014.06.020","title":"Wave energy resources near Hot Springs Cove, Canada","year":2014,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada; National Oceanic and Atmospheric Administration","keywords":"Cove; Environmental science; Shore; Renewable energy; Sea state; Wave height; Latitude; Meteorology; Electricity generation; Geology; Geography; Oceanography; Engineering; Geodesy; Physics; Geomorphology","score_opus":0.0046793934754042685,"score_gpt":0.141617489923482,"score_spread":0.13693809644807772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085366290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61941844,0.0023888836,0.0018082593,0.00570389,0.0002774251,0.0003091591,0.013857288,0.00040401047,0.3558327],"genre_scores_gemma":[0.6567711,0.0018169838,0.0027145082,0.0005617253,0.000044133525,0.00008063281,0.003331987,0.00011159454,0.3345673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996283,0.000012788407,0.000006698854,0.000031329375,0.00020436937,0.00011657094],"domain_scores_gemma":[0.99927706,0.000051429535,0.000032728844,0.000017077198,0.0004649341,0.00015671628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019150908,0.0002455017,0.00025333214,0.0012853361,0.008178494,0.0026543126,0.0006898883,0.00045880617,0.018124806],"category_scores_gemma":[0.0005881122,0.0003034122,0.00021213743,0.0021768555,0.00064692204,0.0005601008,0.00095202436,0.0005564441,0.0014896387],"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":[0.0008039116,0.00040394315,0.3501745,0.0010889359,0.00020276486,0.005098719,0.00946921,0.009311478,0.012768168,0.028114647,0.2703338,0.31223],"study_design_scores_gemma":[0.0000748281,0.00007932086,0.61127007,0.00038594173,0.000049437607,0.0006510675,0.031694237,0.0051120985,0.002810721,0.0015964586,0.34617522,0.00010048061],"about_ca_topic_score_codex":0.98981863,"about_ca_topic_score_gemma":0.99856585,"teacher_disagreement_score":0.018124806,"about_ca_system_score_codex":0.017813198,"about_ca_system_score_gemma":0.056499857,"threshold_uncertainty_score":0.12924439},"labels":[],"label_agreement":null},{"id":"W2086136467","doi":"10.1115/1.4025408","title":"Multicriteria Decision Analysis for Wave Power Technology in Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Wave and Wind Energy Systems","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":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ranking (information retrieval); Weighting; Baseline (sea); Statistics; Payback period; Electricity generation; Electricity; Mathematics; Operations research; Operations management; Econometrics; Computer science; Reliability engineering; Power (physics); Engineering; Economics; Production (economics); Artificial intelligence; Electrical engineering","score_opus":0.004628742364616709,"score_gpt":0.17831039651517355,"score_spread":0.17368165415055684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086136467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8771051,0.0010601141,0.10743298,0.0008707433,0.00007338725,0.0016056369,0.0014873723,0.00019649715,0.010168135],"genre_scores_gemma":[0.9356393,0.00046565538,0.05915709,0.00007758459,0.000018011187,0.00038291953,0.0007195367,0.000021900045,0.003518139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949586,0.0024601948,0.00019303191,0.00044818624,0.0009819269,0.0009581288],"domain_scores_gemma":[0.99135274,0.006107383,0.00042183645,0.0001265712,0.0016643439,0.0003271406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009201772,0.0014748914,0.002160509,0.0031143303,0.00151485,0.0033493584,0.0017048726,0.0010181512,0.0029396038],"category_scores_gemma":[0.01215843,0.00089431484,0.00267662,0.0024746035,0.0010244967,0.0009337198,0.0012958106,0.001512589,0.000139865],"study_design_candidate":"theoretical_or_conceptual","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":[0.00035724853,0.00014532654,0.005621673,0.00012699128,0.00015014861,0.0001170586,0.000089205474,0.97322685,0.00043867328,0.006254776,0.0006285547,0.01284345],"study_design_scores_gemma":[0.000026153133,0.00007946996,0.0013856259,0.000009322928,0.000023057773,0.000009470285,0.00008790787,0.996929,0.00015890908,0.00096208474,0.00031314266,0.00001581745],"about_ca_topic_score_codex":0.6624735,"about_ca_topic_score_gemma":0.56999665,"teacher_disagreement_score":0.3375265,"about_ca_system_score_codex":0.024003489,"about_ca_system_score_gemma":0.023774134,"threshold_uncertainty_score":0.6790285},"labels":[],"label_agreement":null},{"id":"W2088308240","doi":"10.1115/1.4027718","title":"Nonlinear Hydrostatic Restoring of Floating Platforms","year":2014,"lang":"en","type":"article","venue":"Journal of Computational and Nonlinear Dynamics","topic":"Wave and Wind Energy Systems","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":"McGill University","funders":"","keywords":"Buoyancy; Hydrostatic equilibrium; Restoring force; BARGE; Cylinder; Fictitious force; Structural engineering; Offshore wind power; Engineering; Stiffness; Displacement (psychology); Nonlinear system; Tension (geology); Mechanics; Turbine; Marine engineering; Physics; Mechanical engineering; Classical mechanics; Moment (physics)","score_opus":0.0063075149909432296,"score_gpt":0.20194308338127195,"score_spread":0.19563556839032872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088308240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41655454,0.00059129,0.50300753,0.0002843802,0.00011174777,0.00008580624,0.0002579091,0.00046846565,0.07863832],"genre_scores_gemma":[0.97533345,0.00041789302,0.0124397045,0.0000296016,0.000027915718,0.000033863333,0.00007077095,0.000057764213,0.011588999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999193,0.0000067367496,0.0000024352817,0.000010003668,0.000048605176,0.000012910103],"domain_scores_gemma":[0.9999131,0.00002027815,0.000019938954,0.0000114636905,0.000027465132,0.0000077971345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095732896,0.00040933795,0.00020891476,0.000566695,0.00034281955,0.00037641966,0.0004257082,0.00028210075,0.0017173019],"category_scores_gemma":[0.00052731205,0.00018661913,0.00032147483,0.00018720118,0.000669471,0.00051702326,0.0007728287,0.00025572517,0.00037710028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003692331,0.000019743466,0.0016372578,0.00011703146,0.000011811148,0.00063217635,0.00024377661,0.86683494,0.03297761,0.057881728,0.00084864383,0.038758304],"study_design_scores_gemma":[0.000003055035,0.000017766317,0.0008505833,0.000008644856,0.0000027760389,0.0001117892,0.000055514687,0.9904383,0.0023624522,0.004733927,0.0014056526,0.000009579092],"about_ca_topic_score_codex":0.004519046,"about_ca_topic_score_gemma":0.004015544,"teacher_disagreement_score":0.004519046,"about_ca_system_score_codex":0.0003021634,"about_ca_system_score_gemma":0.00060708943,"threshold_uncertainty_score":0.00898546},"labels":[],"label_agreement":null},{"id":"W2088616431","doi":"10.1115/1.1833358","title":"Experimental and Numerical Study of Coupled Dynamic Response of a Mini Tension Leg Platform","year":2004,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Community Sector Council Newfoundland and Labrador; Memorial University of Newfoundland","funders":"","keywords":"Spar; Hull; Flume; Wave loading; Tension (geology); Coupling (piping); Submarine pipeline; Structural engineering; Finite element method; Engineering; Marine engineering; Geology; Mechanics; Mechanical engineering; Geotechnical engineering; Physics; Flow (mathematics)","score_opus":0.009732881707090224,"score_gpt":0.21527643624566356,"score_spread":0.20554355453857334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088616431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957932,0.000019154939,0.0029579666,0.0000142416,0.0000062562935,0.000015799278,0.000059576683,0.000033364497,0.0011004589],"genre_scores_gemma":[0.9975712,0.000017574419,0.0017649145,0.0000049307223,0.0000014084154,0.000017032802,0.000046450237,0.0000043392183,0.00057217735],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998343,0.000014892292,0.000008994894,0.00003208671,0.00007974231,0.000030015368],"domain_scores_gemma":[0.9996916,0.0000800384,0.000051259176,0.00006230889,0.00006841349,0.00004637032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020966168,0.00027677152,0.0002338244,0.00024228735,0.00023817626,0.00015565832,0.0003254954,0.00040350773,0.0018124768],"category_scores_gemma":[0.0004399551,0.0001530134,0.00014655812,0.00017601726,0.00038386407,0.00022220587,0.00040796163,0.00024620537,0.00019606258],"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":[0.0003451962,0.00027458442,0.0025038503,0.00008045889,0.000012906835,0.00022219353,0.00015470658,0.024272662,0.9656303,0.00029554707,0.00011312358,0.006094467],"study_design_scores_gemma":[0.00010136457,0.005483517,0.032703023,0.00001664271,0.000032513202,0.00032167975,0.00045021434,0.38139015,0.57724965,0.0003156493,0.0018799172,0.00005564086],"about_ca_topic_score_codex":0.00059874466,"about_ca_topic_score_gemma":0.0007316445,"teacher_disagreement_score":0.0018124768,"about_ca_system_score_codex":0.00014019001,"about_ca_system_score_gemma":0.00012896923,"threshold_uncertainty_score":0.0060634017},"labels":[],"label_agreement":null},{"id":"W2092940402","doi":"10.1109/iceceng.2011.6058252","title":"Integrating wind and wave energy conversion","year":2011,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind power; Offshore wind power; Renewable energy; Shore; Marine engineering; Energy (signal processing); Wind wave; Energy transformation; Unit (ring theory); Computer science; Environmental science; Marine energy; Wind hybrid power systems; Meteorology; Intermittent energy source; Engineering; Electrical engineering; Geology; Distributed generation; Physics; Oceanography; Mathematics","score_opus":0.018472090683605873,"score_gpt":0.1630972138043753,"score_spread":0.14462512312076944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092940402","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19169708,0.001645759,0.56674856,0.0009590861,0.000444173,0.00025561085,0.0001241683,0.00056838663,0.23755723],"genre_scores_gemma":[0.8937376,0.001436382,0.07686218,0.00017300405,0.00008811677,0.00009413839,0.00011844569,0.00005476296,0.02743542],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970835,0.000049142993,0.000012119465,0.000045518023,0.0001291784,0.00005560776],"domain_scores_gemma":[0.9998934,0.00002977446,0.000009002284,0.000029242432,0.000029840834,0.000008631771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017535874,0.00049421727,0.00034818694,0.00040033332,0.0004811991,0.0013309435,0.00047851406,0.0006520284,0.006583344],"category_scores_gemma":[0.0004165465,0.0002702675,0.00043438718,0.0005114146,0.00041771575,0.0016573991,0.0016826887,0.0005170753,0.0010080846],"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":[0.00028798854,0.0005749624,0.0057455096,0.00032062922,0.00016181586,0.002252949,0.00036767576,0.1621488,0.0785543,0.21479009,0.0022766665,0.5325186],"study_design_scores_gemma":[0.00020762667,0.0011211353,0.010465846,0.00033975078,0.00041025094,0.0029808145,0.0016586808,0.54327273,0.091887906,0.17354633,0.17391105,0.00019777044],"about_ca_topic_score_codex":0.0019456334,"about_ca_topic_score_gemma":0.0051718834,"teacher_disagreement_score":0.006583344,"about_ca_system_score_codex":0.00024815934,"about_ca_system_score_gemma":0.00056432415,"threshold_uncertainty_score":0.02202344},"labels":[],"label_agreement":null},{"id":"W2093880781","doi":"10.2495/fsi070021","title":"The effect of radiation velocity potentials on the drift force on a submerged sphere","year":2007,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Velocity potential; Multipole expansion; Mechanics; RADIUS; Acoustic radiation force; Classical mechanics; Conservative force; Legendre polynomials; Drift velocity; Radiation; Force field (fiction); Acceleration; Legendre function; Center of mass (relativistic); Optics; Electric field; Boundary value problem; Acoustics; Quantum mechanics","score_opus":0.005828405000053486,"score_gpt":0.17768734826667898,"score_spread":0.17185894326662549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093880781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96716833,0.00090513483,0.020144928,0.00019890968,0.00008785296,0.000016122667,0.000041610318,0.00012846493,0.01130863],"genre_scores_gemma":[0.99646986,0.000311391,0.0013168455,0.000016611595,0.000007895118,0.0000036505419,0.000013537706,0.00001698148,0.0018432449],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988663,0.000019673953,0.000003863649,0.000015432397,0.000037368976,0.00003695578],"domain_scores_gemma":[0.9996524,0.00020179494,0.00003874714,0.000022056116,0.0000428554,0.000042150252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021620387,0.0004283387,0.00048117797,0.00034908016,0.00047445568,0.000413444,0.00023158149,0.00038231176,0.0027678276],"category_scores_gemma":[0.0009944073,0.00016503035,0.00028661624,0.00016820789,0.00060085586,0.00045516726,0.0005849986,0.00024593816,0.0002994367],"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":[0.0008980398,0.00007129933,0.0036506313,0.00029311024,0.000051117455,0.0032022947,0.00048685458,0.2063772,0.7012737,0.01338511,0.0007060306,0.06960467],"study_design_scores_gemma":[0.00011249334,0.0014656031,0.025412269,0.00009685304,0.00012124286,0.0015154136,0.0009733589,0.7050176,0.2557381,0.0048101726,0.0046055787,0.00013121087],"about_ca_topic_score_codex":0.0025843792,"about_ca_topic_score_gemma":0.0014914895,"teacher_disagreement_score":0.0027678276,"about_ca_system_score_codex":0.0003488536,"about_ca_system_score_gemma":0.00045864374,"threshold_uncertainty_score":0.009259343},"labels":[],"label_agreement":null},{"id":"W2097767879","doi":"10.4043/11914-ms","title":"Global Analysis of the Terra Nova FPSO Turret Mooring System","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turret; Marine engineering; Mooring; Iceberg; Engineering; Submarine pipeline; Geology; Oceanography; Sea ice; Mechanical engineering","score_opus":0.01082165500168336,"score_gpt":0.2057152619093512,"score_spread":0.19489360690766783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097767879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98362297,0.00005434692,0.004395534,0.00004592603,0.000009943043,0.000058441514,0.0021131213,0.00011812561,0.009581579],"genre_scores_gemma":[0.9928221,0.000047457823,0.0021858045,0.00001507468,0.0000030512867,0.000018908822,0.0024921377,0.000024772919,0.0023907393],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998286,0.000010812367,0.0000047553845,0.00003684707,0.000063980406,0.000055011515],"domain_scores_gemma":[0.99980634,0.000017022974,0.00001956882,0.000015065304,0.000113095324,0.000028943306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018463556,0.00043277297,0.0002566154,0.00078088406,0.00051061163,0.0006337128,0.00035447843,0.00019818025,0.0014817534],"category_scores_gemma":[0.00034089526,0.00012335858,0.00036094894,0.0009023177,0.00029043097,0.0002536079,0.00046327699,0.00022901596,0.00019960233],"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":[0.0002635494,0.00007835035,0.48708087,0.00013231998,0.00017521475,0.00068607694,0.00040005578,0.42601642,0.023426,0.00138185,0.0026650566,0.057694286],"study_design_scores_gemma":[0.00002291442,0.00023414697,0.7559227,0.00002047021,0.00006701223,0.00010205465,0.0014949086,0.23095852,0.0060100784,0.00024684405,0.0048816856,0.000038674927],"about_ca_topic_score_codex":0.39358753,"about_ca_topic_score_gemma":0.4946371,"teacher_disagreement_score":0.39358753,"about_ca_system_score_codex":0.0022492711,"about_ca_system_score_gemma":0.0013783788,"threshold_uncertainty_score":0.7825932},"labels":[],"label_agreement":null},{"id":"W2113250278","doi":"10.1002/we.1669","title":"Evaluating the importance of mooring line model fidelity in floating offshore wind turbine simulations","year":2013,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":116,"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":"Marine engineering; Offshore wind power; Turbine; Submarine pipeline; Mooring; Line (geometry); Fidelity; Engineering; High fidelity; Environmental science; Aeronautics; Aerospace engineering; Telecommunications; Electrical engineering; Geotechnical engineering","score_opus":0.04281437809477653,"score_gpt":0.28085457798541397,"score_spread":0.23804019989063743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113250278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414732,0.00024386021,0.052138217,0.00023638355,0.000052680054,0.00017311302,0.0005305338,0.00048392836,0.0046682074],"genre_scores_gemma":[0.98517877,0.000089140565,0.014025105,0.000029367531,0.00000530281,0.00004734933,0.00020359288,0.00007945372,0.00034182874],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987966,0.00040632396,0.000102313956,0.00010538793,0.00044997968,0.00013944175],"domain_scores_gemma":[0.99042773,0.006614239,0.00065539696,0.0010548029,0.0010117006,0.00023610631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028020712,0.00063194084,0.0005681046,0.00041348086,0.00045212422,0.0010977335,0.0012398686,0.0011054634,0.0013619745],"category_scores_gemma":[0.017974751,0.00044959434,0.0004654353,0.00040966488,0.0005353464,0.0015380715,0.0008800208,0.00095431606,0.0001875689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003053306,0.00016049045,0.008585648,0.00010948726,0.000042669137,0.00010841199,0.00010635161,0.97489184,0.004553281,0.001147367,0.00022487705,0.009764191],"study_design_scores_gemma":[0.000046880705,0.00026876217,0.0021888814,0.00003981181,0.00002703592,0.000037408616,0.000066944995,0.99051124,0.0058899405,0.00033047906,0.0005751599,0.00001745537],"about_ca_topic_score_codex":0.009804001,"about_ca_topic_score_gemma":0.008029343,"teacher_disagreement_score":0.009804001,"about_ca_system_score_codex":0.0006394144,"about_ca_system_score_gemma":0.00074437045,"threshold_uncertainty_score":0.019493878},"labels":[],"label_agreement":null},{"id":"W2120581411","doi":"10.1109/ccece.2006.277821","title":"A Technology Review and Simulation Based Performance Analysis of River Current Turbine Systems","year":2006,"lang":"en","type":"review","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Atlantic Canada Opportunities Agency","keywords":"Computer science; MATLAB; Turbine; Current (fluid); Rotor (electric); Electricity; Converters; Domain (mathematical analysis); Industrial engineering; Hydraulic turbines; Systems engineering; Control engineering; Marine engineering; Mechanical engineering; Engineering; Electrical engineering","score_opus":0.02546555230033976,"score_gpt":0.27864429427910636,"score_spread":0.2531787419787666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120581411","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020985662,0.9765093,0.010120497,0.00037790192,0.00036781613,0.000029144208,0.00007867271,0.00007643196,0.0103417775],"genre_scores_gemma":[0.009831567,0.9827786,0.004186968,0.00012829537,0.0002134309,0.000028536511,0.00011672396,0.000010419101,0.0027054015],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997155,0.000049612358,0.000043569744,0.00004349812,0.00013185022,0.00001593079],"domain_scores_gemma":[0.9994924,0.00019828693,0.0000612079,0.00002334096,0.00021198353,0.000012716137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048743945,0.000944036,0.0012309637,0.0020663175,0.00019132072,0.00078620366,0.00088695524,0.00082093285,0.0025290896],"category_scores_gemma":[0.00096919126,0.00040522404,0.0005686168,0.0032557147,0.0002415465,0.0010902825,0.00028173332,0.00047276745,0.0019221415],"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":[0.000052011535,0.000113559116,0.0005592167,0.014801356,0.00010746129,0.00040600394,0.000086302294,0.0135670835,0.005421536,0.0115953535,0.021080691,0.9322094],"study_design_scores_gemma":[0.000016743756,0.0004155983,0.0025732284,0.004422652,0.000248162,0.0021854446,0.000108114116,0.008231037,0.0052788598,0.0066051255,0.9698482,0.000066915716],"about_ca_topic_score_codex":0.0014103358,"about_ca_topic_score_gemma":0.0015811198,"teacher_disagreement_score":0.0025290896,"about_ca_system_score_codex":0.0005067685,"about_ca_system_score_gemma":0.00091460196,"threshold_uncertainty_score":0.008460641},"labels":[],"label_agreement":null},{"id":"W2125056769","doi":"10.1002/pip.2466","title":"A review of floating photovoltaic installations: 2007–2013","year":2014,"lang":"en","type":"review","venue":"Progress in Photovoltaics Research and Applications","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":363,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Excellence in Mining Innovation","funders":"Universitat de València; Universitat Politècnica de València; National Institute of Advanced Industrial Science and Technology","keywords":"Photovoltaic system; Environmental science; Marine engineering; Scale (ratio); Agriculture; Agricultural engineering; Civil engineering; Meteorology; Engineering; Ecology; Geography; Electrical engineering; Cartography; Biology","score_opus":0.07630747880584371,"score_gpt":0.3923351355752151,"score_spread":0.3160276567693714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125056769","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050094165,0.9949366,0.00035181033,0.00016328046,0.00019929028,0.000013492469,0.00015285815,0.00001920976,0.0036624903],"genre_scores_gemma":[0.001984624,0.99548125,0.00043493495,0.00013268947,0.0001262924,0.000009678258,0.00020343052,0.0000055802216,0.0016214851],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996767,0.000029514724,0.00006401896,0.0000756546,0.00013525815,0.000018828936],"domain_scores_gemma":[0.99936754,0.00021805178,0.00013197889,0.000017345643,0.00022997825,0.000035176705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046422257,0.00082916993,0.0009894336,0.0050340877,0.00026500307,0.00080210844,0.0009674204,0.0005763411,0.007426823],"category_scores_gemma":[0.0012062076,0.0003984662,0.00052474416,0.006442322,0.000260826,0.0014237739,0.00049195933,0.0006427149,0.0031368136],"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":[0.00004390877,0.000032366297,0.0003351455,0.023039125,0.00006257148,0.00017421495,0.000055084234,0.00034827224,0.0011480082,0.0011560442,0.021640593,0.9519647],"study_design_scores_gemma":[0.0000057227176,0.000058803624,0.002068607,0.0049782516,0.00010873278,0.001294208,0.00006814369,0.00006927393,0.0006799912,0.00047415253,0.99017733,0.0000168078],"about_ca_topic_score_codex":0.0016829338,"about_ca_topic_score_gemma":0.0032260395,"teacher_disagreement_score":0.007426823,"about_ca_system_score_codex":0.00061894284,"about_ca_system_score_gemma":0.00100324,"threshold_uncertainty_score":0.024845243},"labels":[],"label_agreement":null},{"id":"W2131023808","doi":"10.3141/2331-04","title":"Dynamic Behavior of Ribbon Floating Bridges","year":2013,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Axle; Bridge (graph theory); Structural engineering; Traverse; Engineering; Ribbon; Displacement (psychology); Buoyancy; Materials science; Geology","score_opus":0.05007932051353419,"score_gpt":0.3315557718234074,"score_spread":0.2814764513098732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131023808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988841,0.00007716061,0.006622825,0.000022802518,0.00000956826,0.000014666652,0.000075353695,0.000074953336,0.0042617517],"genre_scores_gemma":[0.9981273,0.000034425237,0.0006957552,0.0000066035773,9.510997e-7,0.0000069054913,0.00006193258,0.0000039012043,0.0010621735],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979764,0.000018252727,0.0000073654064,0.000043806904,0.00009071903,0.000042233998],"domain_scores_gemma":[0.99971503,0.0000767551,0.000041145526,0.000040667914,0.00010107007,0.000025335396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023959843,0.00029612475,0.00024032484,0.0005742649,0.00030440922,0.00034109858,0.0004458799,0.0005523499,0.0017350428],"category_scores_gemma":[0.0007712399,0.00019756122,0.00019277079,0.00019937371,0.00042323733,0.0003464988,0.00029724656,0.00024688165,0.00041498968],"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":[0.0007766792,0.00023678356,0.008677498,0.00010047487,0.0000365886,0.0006524885,0.0005669989,0.19275457,0.7487953,0.0020606492,0.0006024739,0.044739496],"study_design_scores_gemma":[0.000045267505,0.0020096025,0.035052437,0.000051602343,0.000030567575,0.0003267885,0.000566002,0.8054353,0.15165128,0.0013483125,0.0034036834,0.000079194586],"about_ca_topic_score_codex":0.0017460239,"about_ca_topic_score_gemma":0.0023303872,"teacher_disagreement_score":0.0017460239,"about_ca_system_score_codex":0.00031007436,"about_ca_system_score_gemma":0.00020252628,"threshold_uncertainty_score":0.0058042407},"labels":[],"label_agreement":null},{"id":"W2136519657","doi":"10.1109/epec.2009.5420927","title":"A review of ocean wave energy conversion systems","year":2009,"lang":"en","type":"review","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Converters; Marine energy; Renewable energy; Energy transformation; Energy (signal processing); Wind wave; Wave energy converter; Fossil fuel; Environmental science; Damages; Engineering; Computer science; Environmental economics; Electrical engineering; Oceanography; Geology; Physics; Waste management; Economics","score_opus":0.032298232820435195,"score_gpt":0.24049541434277155,"score_spread":0.20819718152233635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136519657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004509648,0.9895337,0.0009879423,0.00021982966,0.00040851632,0.000017355322,0.000054875556,0.000029560853,0.008297214],"genre_scores_gemma":[0.001899768,0.99142414,0.001202095,0.0001568166,0.00030670894,0.000016400336,0.00009428241,0.000006249872,0.004893533],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997876,0.00002189161,0.000033111504,0.000039075247,0.00010177841,0.000016470452],"domain_scores_gemma":[0.9997774,0.00007504864,0.00003109714,0.000009594882,0.0000940969,0.000012783753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025224686,0.00096975197,0.0010794459,0.0020672982,0.00035494982,0.0009640184,0.00088112126,0.00083805044,0.009316704],"category_scores_gemma":[0.00045302763,0.0003979556,0.00043826675,0.003248399,0.00025481806,0.0015299174,0.00048561319,0.00074831385,0.0053723413],"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":[0.00004060781,0.00008465227,0.00018794597,0.013000933,0.000045437755,0.00021863185,0.000050296832,0.001026322,0.0029349623,0.0046719788,0.02786107,0.949877],"study_design_scores_gemma":[0.000005450113,0.00007087645,0.00055967824,0.0020005603,0.000036625886,0.0006887703,0.000042074164,0.00018799717,0.0006543595,0.0013636807,0.99437475,0.000015294247],"about_ca_topic_score_codex":0.0012404722,"about_ca_topic_score_gemma":0.0015938241,"teacher_disagreement_score":0.009316704,"about_ca_system_score_codex":0.0004088051,"about_ca_system_score_gemma":0.0008935797,"threshold_uncertainty_score":0.031167507},"labels":[],"label_agreement":null},{"id":"W2162727509","doi":"10.1016/s0029-8018(00)00048-2","title":"The hydrodynamics of thin floating plates","year":2001,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conservative vector field; Velocity potential; Domain (mathematical analysis); Mathematical analysis; Diffraction; Compressibility; Geometry; Mechanics; Physics; Classical mechanics; Mathematics; Optics; Boundary value problem","score_opus":0.003709333770981167,"score_gpt":0.15568941090514474,"score_spread":0.15198007713416356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162727509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7860736,0.008261461,0.08368126,0.0045660003,0.0017257389,0.00007261614,0.0006002052,0.00038545308,0.11463374],"genre_scores_gemma":[0.97004616,0.0024188024,0.0035615994,0.00016607065,0.00031158654,0.00002134954,0.00016040355,0.000067427165,0.023246616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988985,0.000020186644,0.0000038717535,0.000015285535,0.00004561547,0.000025257455],"domain_scores_gemma":[0.9996493,0.00009038953,0.00007133345,0.000024005218,0.00008291635,0.00008200382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019303804,0.000523346,0.0005617448,0.0006449186,0.0005940095,0.0013706478,0.0007050998,0.0008581067,0.002153165],"category_scores_gemma":[0.001421428,0.00046356107,0.00033444306,0.00037283901,0.0024999243,0.0012939372,0.0014276454,0.0013017147,0.00038784734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018259983,0.00004672592,0.002741458,0.00016485683,0.000050536833,0.00096605765,0.00029642665,0.78768575,0.021207977,0.16910635,0.004552208,0.012999052],"study_design_scores_gemma":[0.00010264844,0.00014521932,0.010620214,0.00006523058,0.000032323955,0.0004616989,0.00062747434,0.89208984,0.002434643,0.08715914,0.0061258427,0.0001358081],"about_ca_topic_score_codex":0.010144968,"about_ca_topic_score_gemma":0.0022475605,"teacher_disagreement_score":0.010144968,"about_ca_system_score_codex":0.0006488375,"about_ca_system_score_gemma":0.00061769556,"threshold_uncertainty_score":0.02017188},"labels":[],"label_agreement":null},{"id":"W2181342882","doi":"","title":"POWER FROM ARCTIC WATERS","year":2010,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tidal power; Arctic; Marine energy; Work (physics); Power (physics); Meteorology; Oceanography; Environmental science; Renewable energy; Geography; Engineering; Geology; Marine engineering","score_opus":0.0023253557086690443,"score_gpt":0.1382857569659329,"score_spread":0.13596040125726386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181342882","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010044993,0.011935131,0.008602969,0.010560395,0.012877673,0.000051226158,0.0016678158,0.00030169683,0.94395804],"genre_scores_gemma":[0.16413708,0.027876241,0.0061151264,0.0023351142,0.0039526415,0.000055699144,0.0028889999,0.0004597665,0.79217935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974316,0.000037858197,0.000012292645,0.0000405078,0.00012285772,0.000043337717],"domain_scores_gemma":[0.9997099,0.00003650338,0.000014264288,0.000028773988,0.00015940038,0.000050978048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003377517,0.00047202987,0.00023342035,0.0008946783,0.0016281302,0.0027490845,0.00033602573,0.00050390227,0.06192915],"category_scores_gemma":[0.0008526215,0.00016067937,0.00029078007,0.0012999901,0.00030669948,0.0013835166,0.0016215668,0.0008448324,0.013606128],"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":[0.00027896048,0.000039280934,0.0033132846,0.0006888153,0.000040419847,0.0010724235,0.0011976946,0.0024332746,0.004452374,0.10479098,0.3876874,0.4940051],"study_design_scores_gemma":[0.0000068902164,0.000014683282,0.0008757719,0.00018211523,0.000008405437,0.00012759471,0.00049985637,0.0003292841,0.00083779916,0.005013043,0.99209726,0.0000072670323],"about_ca_topic_score_codex":0.01731436,"about_ca_topic_score_gemma":0.043707483,"teacher_disagreement_score":0.06192915,"about_ca_system_score_codex":0.0010125696,"about_ca_system_score_gemma":0.0017922164,"threshold_uncertainty_score":0.20717365},"labels":[],"label_agreement":null},{"id":"W2186716051","doi":"10.1016/j.oceaneng.2015.11.011","title":"Numerical and experimental analysis of the power output of a point absorber wave energy converter in irregular waves","year":2015,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Manchester; Lancaster University","keywords":"Energy (signal processing); Wave energy converter; Power (physics); Amplitude; Frequency domain; Acoustics; Absorption (acoustics); Point (geometry); Physics; Mechanics; Optics; Mathematics; Mathematical analysis","score_opus":0.009115007222833413,"score_gpt":0.18026077058150913,"score_spread":0.1711457633586757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186716051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873645,0.000038312523,0.008088137,0.000053254556,0.000016072874,0.00002452172,0.00008743609,0.00012396823,0.0042038164],"genre_scores_gemma":[0.99874145,0.000014957969,0.00072948594,0.0000023598473,0.000001429023,0.0000073167053,0.000016902208,0.000007564183,0.00047865137],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998149,0.000023505912,0.000007915935,0.000021627335,0.00010709907,0.000024965897],"domain_scores_gemma":[0.99931324,0.0003969867,0.00004702591,0.00007984896,0.00013503694,0.0000277884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003217554,0.00018185748,0.00029071578,0.0002488144,0.0004216406,0.0003903232,0.00046798738,0.00037542984,0.0029160564],"category_scores_gemma":[0.000947545,0.00015552106,0.00024232133,0.00030598626,0.00078674103,0.00043267317,0.00026123988,0.00036003033,0.00025043805],"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":[0.001945047,0.000705576,0.0061956793,0.00032677237,0.000038934828,0.0004725214,0.0005092715,0.110396765,0.846573,0.0034167957,0.0006444684,0.028775133],"study_design_scores_gemma":[0.0001503402,0.0011948042,0.013884255,0.000017124494,0.000036694164,0.00014666848,0.00030261223,0.48435864,0.49798664,0.00081648835,0.0010710395,0.000034743254],"about_ca_topic_score_codex":0.0008661716,"about_ca_topic_score_gemma":0.00047300788,"teacher_disagreement_score":0.0029160564,"about_ca_system_score_codex":0.00027040156,"about_ca_system_score_gemma":0.0001909382,"threshold_uncertainty_score":0.009755194},"labels":[],"label_agreement":null},{"id":"W2189889869","doi":"10.1016/j.renene.2015.11.049","title":"Impacts of large-scale wave integration into a transmission-constrained grid","year":2015,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Pacific Institute for Climate Solutions","keywords":"Grid; Transmission (telecommunications); Wave power; Scale (ratio); Energy (signal processing); Environmental science; Computer science; Telecommunications; Physics; Geography; Mathematics; Statistics","score_opus":0.012110726733121104,"score_gpt":0.21191937928709584,"score_spread":0.19980865255397473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189889869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948004,0.00023459517,0.021288047,0.0021290742,0.00022031451,0.00009588804,0.00073770754,0.00044997982,0.026840474],"genre_scores_gemma":[0.9977064,0.000070125,0.0007306335,0.000076929966,0.000015778554,0.000011057675,0.00012530567,0.000029488709,0.0012342471],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958676,0.00017213786,0.000019174351,0.000059689974,0.00007104426,0.00009121924],"domain_scores_gemma":[0.9985512,0.0006813511,0.00017816738,0.00011083594,0.00028638076,0.00019201958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075107475,0.00073088007,0.00069299195,0.00027602733,0.000706979,0.002000184,0.0009055341,0.0012228965,0.008806417],"category_scores_gemma":[0.002942347,0.0004320691,0.00055507926,0.00084133854,0.0009284083,0.0022784285,0.0012753098,0.0019940652,0.0005600287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015482215,0.0002788327,0.00681185,0.00009193717,0.00015575126,0.0014622662,0.0000848179,0.95637846,0.004860666,0.01298817,0.0033317227,0.012007253],"study_design_scores_gemma":[0.00026507967,0.00042332112,0.009161407,0.000029500581,0.00015122119,0.0001569479,0.0006326515,0.97553104,0.003077566,0.008212001,0.002317511,0.000041834755],"about_ca_topic_score_codex":0.017794887,"about_ca_topic_score_gemma":0.014381234,"teacher_disagreement_score":0.017794887,"about_ca_system_score_codex":0.001322812,"about_ca_system_score_gemma":0.0007452917,"threshold_uncertainty_score":0.03538263},"labels":[],"label_agreement":null},{"id":"W2202124256","doi":"10.1115/omae2015-42198","title":"Appraisal of the IEC Technical Specification for Assessment of Wave Energy Resources","year":2015,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Natural Resources Canada","keywords":"Resource (disambiguation); Buoy; Wave model; Computer science; Energy (signal processing); Systems engineering; Environmental science; Reliability engineering; Operations research; Engineering; Marine engineering; Meteorology; Statistics; Mathematics; Geography","score_opus":0.051257970025998835,"score_gpt":0.27437654411497614,"score_spread":0.2231185740889773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202124256","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101142906,0.01103331,0.46972966,0.0060726022,0.0021544883,0.0035084055,0.0066496585,0.0015878507,0.39812112],"genre_scores_gemma":[0.4617092,0.014471967,0.45197222,0.002018549,0.0007770742,0.0051420233,0.021965835,0.0011601694,0.040782914],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9222226,0.017143657,0.0055065555,0.0010471906,0.05283208,0.0012478329],"domain_scores_gemma":[0.8878334,0.016925449,0.0050356677,0.008335961,0.0810447,0.0008248026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.055349655,0.002956934,0.0011772644,0.010756838,0.0010424118,0.0045257304,0.0041519655,0.0023406623,0.0029673313],"category_scores_gemma":[0.06798266,0.0007913682,0.0013189794,0.0065282118,0.0019134596,0.0044305082,0.0024349089,0.002281675,0.00228618],"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":[0.0012957877,0.0007815155,0.04663187,0.0044786837,0.00024651657,0.0019960084,0.002909262,0.18231499,0.039615877,0.14411719,0.069172144,0.5064402],"study_design_scores_gemma":[0.00031544594,0.002990996,0.06032261,0.00478508,0.00037964282,0.0024130119,0.007827103,0.13095915,0.051608264,0.040824875,0.6970895,0.00048428908],"about_ca_topic_score_codex":0.01565984,"about_ca_topic_score_gemma":0.010454212,"teacher_disagreement_score":0.055349655,"about_ca_system_score_codex":0.0063898163,"about_ca_system_score_gemma":0.016409596,"threshold_uncertainty_score":0.2927205},"labels":[],"label_agreement":null},{"id":"W2286169115","doi":"","title":"DYNAMIC BEHAVIOR OF A TENSION LEG PLATFORM OSHORE WIND TURBINE UNDER ENVIRONMENTAL LOADS","year":2014,"lang":"en","type":"article","venue":"Scientia Iranica","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Memorial University of Newfoundland","funders":"","keywords":"Turbine; Offshore wind power; Stiffness; Tension (geology); Oscillation (cell signaling); Nonlinear system; Coupling (piping); Diagonal; Code (set theory); Structural engineering; Degrees of freedom (physics and chemistry); Control theory (sociology); Computer science; Marine engineering; Engineering; Physics; Mechanical engineering; Mathematics; Compression (physics)","score_opus":0.0073588935292214774,"score_gpt":0.1894703068047523,"score_spread":0.18211141327553082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286169115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959961,0.000021169344,0.0021708615,0.000034128676,0.000009449178,0.00000970014,0.00007669921,0.00006953019,0.0016122721],"genre_scores_gemma":[0.9989679,0.000016242742,0.00024183794,0.0000054204966,7.865709e-7,0.0000068919567,0.000057407753,0.0000036420724,0.0006998927],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992895,0.000012048952,0.000004521926,0.000013813558,0.00002339009,0.000017251263],"domain_scores_gemma":[0.99985456,0.00004763099,0.000021285165,0.000018797138,0.000030268306,0.000027353324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014363589,0.0003499131,0.00032373634,0.0003000597,0.00036687782,0.0002503321,0.00023383154,0.00056441454,0.0020651831],"category_scores_gemma":[0.00029716978,0.0001391431,0.00023126797,0.0001407966,0.00037206602,0.0002693307,0.0002731307,0.00023840232,0.00028163317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018269994,0.0004581094,0.025892679,0.00023302509,0.00011834751,0.0036502564,0.00086461083,0.52147585,0.42225468,0.0010468652,0.0015710882,0.02060743],"study_design_scores_gemma":[0.000063773696,0.001582566,0.032060493,0.00001981047,0.000035949455,0.00016016477,0.00042983927,0.9292995,0.035422217,0.00020983064,0.0006749178,0.00004102856],"about_ca_topic_score_codex":0.003155005,"about_ca_topic_score_gemma":0.0026141952,"teacher_disagreement_score":0.003155005,"about_ca_system_score_codex":0.0001516994,"about_ca_system_score_gemma":0.00013881338,"threshold_uncertainty_score":0.006908715},"labels":[],"label_agreement":null},{"id":"W2295028650","doi":"10.1007/s11768-015-4152-0","title":"Gain-scheduling control of a floating offshore wind turbine above rated wind speed","year":2015,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Renewable Energy Laboratory","keywords":"Turbine; Control theory (sociology); Offshore wind power; Gain scheduling; BARGE; Engineering; Wind power; Wind speed; Scheduling (production processes); Controller (irrigation); Control system; Control engineering; Computer science; Marine engineering; Control (management); Aerospace engineering; Meteorology; Physics","score_opus":0.00797462861011863,"score_gpt":0.19996977511453082,"score_spread":0.19199514650441218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295028650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64026386,0.00024475003,0.33092102,0.0007561744,0.0003674494,0.00010326964,0.00015036337,0.00045683267,0.026736319],"genre_scores_gemma":[0.99715614,0.000019819196,0.0015404331,0.000010232058,0.000008005906,0.0000070061433,0.0000095096075,0.00000453273,0.0012443208],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992764,0.000014558178,0.0000043422065,0.00001737408,0.00002046663,0.000015606762],"domain_scores_gemma":[0.99985814,0.00004741516,0.000030286548,0.000011288496,0.0000356777,0.000017205795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023009985,0.00044557697,0.00037190414,0.00015792159,0.00046723406,0.0005011774,0.0004080999,0.00054750225,0.0017045513],"category_scores_gemma":[0.00044574158,0.00017497725,0.00021474026,0.00013743114,0.00040269727,0.00021142968,0.00040633985,0.0004063106,0.00016244278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048814682,0.00010170404,0.00059348735,0.00013039196,0.00003401951,0.0006251912,0.00015069464,0.91419244,0.051697712,0.0064604254,0.0012269212,0.02429886],"study_design_scores_gemma":[0.000031884534,0.00019221994,0.00050893764,0.000004194107,0.000008637035,0.000023634833,0.000018749366,0.99631065,0.0017334725,0.00089281274,0.00026748504,0.0000072438515],"about_ca_topic_score_codex":0.006088044,"about_ca_topic_score_gemma":0.0050909976,"teacher_disagreement_score":0.006088044,"about_ca_system_score_codex":0.00025945393,"about_ca_system_score_gemma":0.00033789937,"threshold_uncertainty_score":0.0121052265},"labels":[],"label_agreement":null},{"id":"W2306444877","doi":"10.4043/26759-ms","title":"Berth Mooring Influenced by Passing Effect of Ships in a River Channel","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Fender; Mooring; Marine engineering; Channel (broadcasting); Line (geometry); Engineering; Structural engineering; Electrical engineering; Geometry","score_opus":0.006318530029389543,"score_gpt":0.19961921131800403,"score_spread":0.1933006812886145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306444877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974782,0.000014051951,0.0014794768,0.0000071694135,0.000003886662,0.000005735328,0.000018331482,0.00004446026,0.0009486688],"genre_scores_gemma":[0.9991304,0.000015196687,0.00024980103,0.0000015778088,7.7775763e-7,0.0000017890515,0.000016828533,0.0000049164137,0.0005785724],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998454,0.000021309828,0.0000053891554,0.000018752418,0.000054821387,0.00005435058],"domain_scores_gemma":[0.9996475,0.000118937125,0.00007121002,0.00003813365,0.00006489214,0.0000592763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020942811,0.00031856637,0.00026239763,0.00050609536,0.0005134282,0.00037401574,0.0002620436,0.00035369056,0.0018629628],"category_scores_gemma":[0.00059856864,0.00015725983,0.00028667858,0.00028202386,0.00032157815,0.0003082972,0.0004319071,0.00021979907,0.00021141859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010717976,0.00019542157,0.08259688,0.00012788296,0.00009062813,0.0047202017,0.0005749991,0.6839497,0.180625,0.00087315164,0.00065435184,0.044520006],"study_design_scores_gemma":[0.00006109706,0.0026675677,0.28283617,0.00003094899,0.00017652991,0.0010284944,0.0021628228,0.62674505,0.08099873,0.00047962632,0.0026896247,0.00012342533],"about_ca_topic_score_codex":0.0050310506,"about_ca_topic_score_gemma":0.008922601,"teacher_disagreement_score":0.0050310506,"about_ca_system_score_codex":0.00036875994,"about_ca_system_score_gemma":0.00024747555,"threshold_uncertainty_score":0.010003507},"labels":[],"label_agreement":null},{"id":"W2315807393","doi":"10.1115/omae2008-57614","title":"Computation of Second-Order Wave Forces With a Panel-Free Method","year":2008,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gaussian quadrature; Discretization; Singularity; Free surface; Integral equation; Mathematical analysis; Computation; Collocation method; Quadrature (astronomy); Nyström method; Mathematics; Collocation (remote sensing); Gaussian; Geometry; Physics; Computer science; Differential equation; Algorithm; Mechanics; Ordinary differential equation; Optics","score_opus":0.03033465793164626,"score_gpt":0.2179310010114363,"score_spread":0.18759634307979006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315807393","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052500535,0.00006188382,0.9373776,0.00008567048,0.000054592325,0.00006457909,0.00023658665,0.0005452633,0.009073316],"genre_scores_gemma":[0.6827073,0.00014720396,0.2996334,0.000081596125,0.000044054177,0.00024290553,0.00047762314,0.00033530893,0.016330594],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998267,0.000027447913,0.0000062846666,0.000018417273,0.000089954396,0.00003112918],"domain_scores_gemma":[0.9994442,0.00020996858,0.000042112744,0.00007305787,0.0001618873,0.00006879915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035618045,0.0006556385,0.0008392683,0.00055471994,0.00056571607,0.00076122576,0.0012879291,0.0015074974,0.0074437177],"category_scores_gemma":[0.0010395587,0.00038017635,0.0005873498,0.00039866526,0.0005455064,0.00092055957,0.00082874735,0.001090326,0.001490336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008363826,0.000084703286,0.0005704817,0.00006209253,0.000026943522,0.0002180134,0.000089685665,0.9352181,0.014907596,0.019887839,0.0012517136,0.027599247],"study_design_scores_gemma":[0.0000068947793,0.000011704803,0.00006813735,0.000002668606,0.0000011460808,0.000011463513,0.000006230821,0.9978885,0.00080096786,0.000791265,0.0004060695,0.000004894314],"about_ca_topic_score_codex":0.005216868,"about_ca_topic_score_gemma":0.004725215,"teacher_disagreement_score":0.0074437177,"about_ca_system_score_codex":0.0003862797,"about_ca_system_score_gemma":0.0010354952,"threshold_uncertainty_score":0.024901748},"labels":[],"label_agreement":null},{"id":"W2326651084","doi":"10.1115/omae2004-51265","title":"Ocean Energy in British Columbia, Canada: Risk and Rewards","year":2004,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Marine energy; Wave power; Renewable energy; Resource (disambiguation); Energy technology; Energy (signal processing); Energy development; Submarine pipeline; New energy; Electric power; Business; Environmental economics; Environmental resource management; Environmental science; Engineering; Oceanography; Power (physics); Computer science; Electrical engineering; Geology; Economics","score_opus":0.0024998656443933225,"score_gpt":0.1348501857537198,"score_spread":0.13235032010932646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326651084","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15802336,0.015823772,0.0026573401,0.083293356,0.00060128036,0.0002016253,0.0038970644,0.00025393395,0.7352482],"genre_scores_gemma":[0.60344386,0.0129293315,0.0018538666,0.0024436049,0.00008296726,0.0000502528,0.0010796563,0.000085219974,0.37803122],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984169,0.000096179196,0.000043759504,0.000052366373,0.0010388908,0.00035183033],"domain_scores_gemma":[0.9975762,0.0001716043,0.00014776296,0.00006386008,0.0016343816,0.00040620848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006279692,0.0003242556,0.00021149701,0.0012706454,0.0041313656,0.0049702376,0.0007429839,0.0013327637,0.012657743],"category_scores_gemma":[0.0033848288,0.0002259892,0.00022124102,0.0023794172,0.00102657,0.00084438577,0.0015238088,0.00130933,0.0009773187],"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":[0.00030889502,0.00015305256,0.15340693,0.00049758295,0.000085905405,0.004176847,0.002524153,0.012926879,0.002120904,0.16044626,0.28922874,0.37412378],"study_design_scores_gemma":[0.000035768913,0.000064400745,0.11387713,0.00064723566,0.00004603019,0.0008863409,0.006496912,0.0072009065,0.0011421688,0.0141044995,0.85538507,0.00011352809],"about_ca_topic_score_codex":0.9764156,"about_ca_topic_score_gemma":0.9916277,"teacher_disagreement_score":0.047465052,"about_ca_system_score_codex":0.047465052,"about_ca_system_score_gemma":0.084406406,"threshold_uncertainty_score":0.34438467},"labels":[],"label_agreement":null},{"id":"W2335098914","doi":"10.2514/6.2012-372","title":"Generalized Floating Wind Turbine Support Platform Optimization: A Basis Function Approach","year":2012,"lang":"en","type":"article","venue":"50th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Turbine; Wind power; Computer science; Basis (linear algebra); Function (biology); Marine engineering; Control engineering; Aerospace engineering; Engineering; Electrical engineering; Mathematics","score_opus":0.024582087223134107,"score_gpt":0.23254286650158593,"score_spread":0.20796077927845183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335098914","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021387722,0.0002907178,0.9667635,0.00031425164,0.00014283966,0.000052252835,0.000097242504,0.00014018995,0.010811284],"genre_scores_gemma":[0.7130321,0.00085904956,0.26144156,0.000327314,0.00028636702,0.0004682064,0.0004243887,0.0004492692,0.02271176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982977,0.000072484734,0.000006613813,0.000018995292,0.00005217111,0.000020017082],"domain_scores_gemma":[0.9997764,0.00008095415,0.000021388696,0.000025528998,0.00007262963,0.000023174673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058213907,0.0012170016,0.0013242521,0.00048007502,0.0004635193,0.0010942776,0.0010361015,0.0015738657,0.0035692323],"category_scores_gemma":[0.0011851663,0.0005561747,0.00082450727,0.0007480854,0.00064142555,0.0009889948,0.0011261421,0.0011675262,0.0006322065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022567263,0.000017108825,0.000068956455,0.000026779642,0.000017849196,0.00002915676,0.0000083351215,0.98247874,0.00053683575,0.0088459635,0.00053442066,0.007413171],"study_design_scores_gemma":[0.0000041858284,0.000008261662,0.000022149241,0.000002219685,0.0000021089902,0.000002462959,0.0000034682846,0.9980406,0.000047759488,0.0017083433,0.00015665857,0.0000018802936],"about_ca_topic_score_codex":0.0032827524,"about_ca_topic_score_gemma":0.0033273818,"teacher_disagreement_score":0.0035692323,"about_ca_system_score_codex":0.00031368583,"about_ca_system_score_gemma":0.0010772281,"threshold_uncertainty_score":0.0119403},"labels":[],"label_agreement":null},{"id":"W2477363354","doi":"10.6000/1929-6002.2016.05.02.1","title":"On the Wave Energy Assessment in the South China Sea","year":2016,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Environmental science; Significant wave height; Wave power; Submarine pipeline; Atmospheric sciences; Climatology; Meteorology; Geography; Energy (signal processing); Wind wave; Geology; Mathematics; Statistics; Oceanography","score_opus":0.012006855556176522,"score_gpt":0.21815390687947547,"score_spread":0.20614705132329894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477363354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99593866,0.00007782532,0.0019013974,0.00006379345,0.000005424186,0.0000122958345,0.00020983699,0.000023077548,0.0017676147],"genre_scores_gemma":[0.9983779,0.000082637416,0.0007604103,0.0000073939373,0.0000017289915,0.000006899128,0.0002707861,0.000005216334,0.00048695505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999892,0.000022281194,0.000008397979,0.000018197748,0.000035984947,0.00002314658],"domain_scores_gemma":[0.99987364,0.00003101525,0.000023932465,0.000012571368,0.000043519485,0.000015350412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038465767,0.00040240484,0.00031752634,0.00067957694,0.00044943969,0.0007056466,0.0002670252,0.000351804,0.00068731845],"category_scores_gemma":[0.0006142483,0.00020209861,0.0005740843,0.0009860791,0.00022156908,0.0005095976,0.0004055363,0.00021334436,0.00008777503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064460415,0.000033265373,0.10081294,0.000029089188,0.000055561777,0.00028099923,0.00010141956,0.8856609,0.001627831,0.0005514199,0.00020366961,0.010578492],"study_design_scores_gemma":[0.000027683025,0.00008809133,0.10173668,0.000017392991,0.00004357266,0.000054019147,0.00028200514,0.89434564,0.0016062786,0.00062584266,0.0011418096,0.00003103411],"about_ca_topic_score_codex":0.10484741,"about_ca_topic_score_gemma":0.097189285,"teacher_disagreement_score":0.10484741,"about_ca_system_score_codex":0.001115519,"about_ca_system_score_gemma":0.0011022151,"threshold_uncertainty_score":0.20847422},"labels":[],"label_agreement":null},{"id":"W2509760536","doi":"10.3390/jmse4030053","title":"Wave Energy Converter Annual Energy Production Uncertainty Using Simulations","year":2016,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Edinburgh; University of Victoria","keywords":"Monte Carlo method; Sensitivity (control systems); Uncertainty analysis; Propagation of uncertainty; Metric (unit); Production (economics); Electricity; Energy (signal processing); Measurement uncertainty; Computer science; Range (aeronautics); Environmental science; Electricity generation; Uncertainty quantification; Sensitivity analysis; Statistics; Simulation; Mathematics; Engineering; Power (physics); Physics","score_opus":0.010667525807103473,"score_gpt":0.19408063377718057,"score_spread":0.1834131079700771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509760536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8575654,0.0003456476,0.1271935,0.00040626456,0.000039992192,0.00019702238,0.0023224568,0.00044860243,0.011481024],"genre_scores_gemma":[0.98129076,0.00014922392,0.017089564,0.000024491752,0.000010461849,0.00011832176,0.00071729894,0.000061950814,0.0005380137],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991673,0.00036038843,0.00006864438,0.00012684579,0.00019774813,0.00007914207],"domain_scores_gemma":[0.9878883,0.010340714,0.0006025182,0.00043713299,0.00064836757,0.000082935505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002564546,0.0006485874,0.0006112124,0.0014328845,0.00058923406,0.0015578654,0.0008559504,0.0009770604,0.0010971763],"category_scores_gemma":[0.009707102,0.00049200386,0.0010750772,0.0016855499,0.00051746034,0.0013536459,0.00086254824,0.0011457932,0.000134509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013096511,0.000007684679,0.0012661886,0.000009748394,0.0000106990965,0.000012281453,0.000011102311,0.99701226,0.00009188217,0.0005877367,0.000058107245,0.0009192056],"study_design_scores_gemma":[0.0000052091304,0.00001100997,0.0006023926,0.000008002464,0.0000048283937,0.0000059692115,0.000013764183,0.9981294,0.00027470724,0.000754971,0.0001820663,0.000007610545],"about_ca_topic_score_codex":0.036310516,"about_ca_topic_score_gemma":0.016260397,"teacher_disagreement_score":0.036310516,"about_ca_system_score_codex":0.0016735721,"about_ca_system_score_gemma":0.0011290938,"threshold_uncertainty_score":0.07219833},"labels":[],"label_agreement":null},{"id":"W2533489789","doi":"10.1115/omae2016-54911","title":"Hydrodynamic Analysis and Optimization of a Hinged Type Wave Energy Converter","year":2016,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"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":"Hull; Wave energy converter; Hinge; Damper; Marine engineering; Engineering; Structural engineering; Truss; Spring (device); Energy (signal processing); Response analysis; Numerical analysis; Physics; Mathematics","score_opus":0.005570641293337695,"score_gpt":0.16355011866312308,"score_spread":0.15797947736978538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533489789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82849294,0.00015138976,0.15008496,0.00021285299,0.00003304675,0.00013638502,0.00027135093,0.00033401253,0.02028294],"genre_scores_gemma":[0.98832756,0.000056555058,0.008878653,0.000010451741,0.0000023243674,0.000052798936,0.000056261124,0.00002160865,0.0025937862],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999261,0.000014606105,0.0000031961088,0.00001131154,0.000024614554,0.000020261828],"domain_scores_gemma":[0.99986947,0.000054084056,0.000019543797,0.0000122525635,0.000029105848,0.000015514312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024296467,0.0003736043,0.00047558948,0.0003264806,0.0003056731,0.0006204634,0.00044371435,0.0005496712,0.002165079],"category_scores_gemma":[0.00040346,0.0003522584,0.00038632736,0.00018982109,0.00038225108,0.00025990553,0.00036149853,0.0003403745,0.00021517827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003168716,0.00003479503,0.0006113857,0.000028288374,0.0000054002285,0.0000502096,0.000012929173,0.99081576,0.0045639775,0.0006359961,0.000118889584,0.0030905844],"study_design_scores_gemma":[0.000011163331,0.0000462758,0.0003214675,0.0000017212559,0.0000036504623,0.0000049243818,0.0000121069625,0.99846184,0.00089936523,0.000068640016,0.00016616043,0.000002651023],"about_ca_topic_score_codex":0.006734433,"about_ca_topic_score_gemma":0.0048094424,"teacher_disagreement_score":0.006734433,"about_ca_system_score_codex":0.0005925854,"about_ca_system_score_gemma":0.00087845494,"threshold_uncertainty_score":0.0133904815},"labels":[],"label_agreement":null},{"id":"W2538931785","doi":"10.1115/omae2016-54235","title":"Assimilating a Time-Domain Representation of a Wave Energy Converter Into a Spectral Wave Model","year":2016,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Sandia National Laboratories; Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Sea state; Wave energy converter; Power (physics); Wind wave; Energy (signal processing); Time domain; Marine engineering; Environmental science; Meteorology; Engineering; Computer science; Physics; Geology; Remote sensing","score_opus":0.016595759616169898,"score_gpt":0.204452730740169,"score_spread":0.1878569711239991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538931785","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04023037,0.00011949844,0.9320495,0.0002894924,0.00012330044,0.000077812685,0.0003998517,0.0006463692,0.026063731],"genre_scores_gemma":[0.73811275,0.00067529496,0.22913137,0.00037354193,0.00012317872,0.00031698708,0.0010210428,0.00062111614,0.02962469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999161,0.000013686997,0.000004751376,0.000014303811,0.00003679769,0.00001428335],"domain_scores_gemma":[0.99981433,0.0000650231,0.00001911202,0.000033745513,0.000053846292,0.0000139653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020629872,0.00045259084,0.00031740862,0.00028418802,0.0003370879,0.0010429696,0.001027133,0.0011576909,0.0036693385],"category_scores_gemma":[0.0006152988,0.00034177973,0.000566469,0.000364441,0.00038097778,0.0009658507,0.00045367563,0.001087026,0.00095715304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010646818,0.000027045757,0.00043320944,0.000022153947,0.000009188885,0.000053985532,0.000028138455,0.98389405,0.002920559,0.007526239,0.00046454053,0.0046102023],"study_design_scores_gemma":[0.000002131945,0.0000044075236,0.000052774023,0.000002067507,0.0000016613076,0.000008559467,0.0000076239185,0.9980714,0.00023973761,0.0008074006,0.0007997726,0.0000025579925],"about_ca_topic_score_codex":0.01600525,"about_ca_topic_score_gemma":0.012148675,"teacher_disagreement_score":0.01600525,"about_ca_system_score_codex":0.00048504348,"about_ca_system_score_gemma":0.000955909,"threshold_uncertainty_score":0.03182417},"labels":[],"label_agreement":null},{"id":"W2558072923","doi":"10.1115/smasis2016-9203","title":"Wave Power Generation Using Nonlinear Roll-Pitch Coupling in a Ship","year":2016,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","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":false,"ca_institutions":"University of Waterloo","funders":"Research Foundation for the State University of New York","keywords":"Pendulum; Acoustics; Amplitude; Coupling (piping); Nonlinear system; Physics; Harmonics; Power (physics); Rotation (mathematics); Excitation; Control theory (sociology); Engineering; Voltage; Optics; Computer science","score_opus":0.040272976909850065,"score_gpt":0.22530032474513703,"score_spread":0.18502734783528696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558072923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97423786,0.000067496345,0.02066715,0.00007229846,0.0000121482235,0.000026556461,0.000020060348,0.00008050836,0.0048157806],"genre_scores_gemma":[0.99618715,0.000044831493,0.0029918388,0.000012701346,0.0000032557969,0.000008800072,0.000010936461,0.000006244996,0.0007342936],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987054,0.000030219524,0.0000051738084,0.00002581588,0.000050771574,0.00001749776],"domain_scores_gemma":[0.999864,0.000056019704,0.000028654937,0.0000135305745,0.000026229229,0.000011672853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023752837,0.00019334254,0.00019653294,0.00014955692,0.00021916332,0.0002940917,0.00019224711,0.0002013527,0.0012531643],"category_scores_gemma":[0.0003384879,0.00017841192,0.0001277593,0.0001539979,0.0005071691,0.0003304396,0.00049016584,0.00019427705,0.00019870984],"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":[0.00027659064,0.00011597538,0.006805006,0.00015573738,0.000029463437,0.0003849919,0.0004241176,0.012900689,0.95514655,0.0024202936,0.00026148593,0.021079095],"study_design_scores_gemma":[0.0001254379,0.0016248483,0.02729226,0.00002740104,0.00007113298,0.0003069768,0.00026401546,0.22829083,0.7368302,0.0013941227,0.0037316843,0.000041058433],"about_ca_topic_score_codex":0.00043030395,"about_ca_topic_score_gemma":0.0004351427,"teacher_disagreement_score":0.0012531643,"about_ca_system_score_codex":0.00017088109,"about_ca_system_score_gemma":0.0001160463,"threshold_uncertainty_score":0.004192233},"labels":[],"label_agreement":null},{"id":"W2565282243","doi":"10.1007/s40722-016-0072-4","title":"A multi-objective design optimization approach for floating offshore wind turbine support structures","year":2016,"lang":"en","type":"article","venue":"Journal of Ocean Engineering and Marine Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Ministry of Earth Sciences","keywords":"Marine engineering; Seakeeping; Turbine; Offshore wind power; Engineering; Multi-objective optimization; Ballast; Wind power; Interfacing; Computer science; Simulation; Mechanical engineering; Hull","score_opus":0.010946827482580362,"score_gpt":0.18933711506879955,"score_spread":0.1783902875862192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565282243","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02248053,0.00041359355,0.96942073,0.0001894711,0.00009403853,0.0001339557,0.00006664261,0.00011933632,0.007081733],"genre_scores_gemma":[0.62702435,0.0006055603,0.3617229,0.00021125168,0.00014278718,0.0008443542,0.00020266087,0.00015503436,0.009091065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996531,0.0001380758,0.000017510964,0.000037041555,0.00011927981,0.000035022043],"domain_scores_gemma":[0.9995376,0.00026052236,0.000054157343,0.00001689804,0.00010377835,0.000027002683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012043947,0.0015149789,0.001456558,0.00081819005,0.00052683277,0.001124338,0.0013521713,0.0020098868,0.0040993686],"category_scores_gemma":[0.0016664712,0.0009793643,0.0013953621,0.00060884893,0.00043238432,0.0006716077,0.0011862749,0.0010327375,0.0004600133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015975962,0.000025040696,0.00007897727,0.000046606103,0.000021330015,0.00003633361,0.000013383585,0.99120855,0.0005652738,0.0010109559,0.00014509972,0.006832548],"study_design_scores_gemma":[0.000006290314,0.000030147934,0.000030299978,0.0000045755855,0.00000599905,0.000004226631,0.0000047997933,0.9994405,0.0000665546,0.0002639928,0.00014060536,0.0000019702634],"about_ca_topic_score_codex":0.00416776,"about_ca_topic_score_gemma":0.0045430893,"teacher_disagreement_score":0.00416776,"about_ca_system_score_codex":0.00045736323,"about_ca_system_score_gemma":0.00092769996,"threshold_uncertainty_score":0.013713777},"labels":[],"label_agreement":null},{"id":"W2570256259","doi":"10.3390/su9010070","title":"Experimental Measurement of Wave Field Variations around Wave Energy Converter Arrays","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Oscillating Water Column; Energy (signal processing); Acoustics; Wave energy converter; Field (mathematics); Environmental science; Surface wave; Wave power; Power (physics); Physics; Optics; Mathematics","score_opus":0.023701882577699326,"score_gpt":0.2349215883077158,"score_spread":0.21121970573001647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570256259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864954,0.000046986162,0.010313205,0.000024885576,0.00002624293,0.000062990504,0.00038916545,0.00010049337,0.0025406876],"genre_scores_gemma":[0.9889064,0.00011501714,0.008880554,0.000025987541,0.000011803503,0.00010067751,0.00035868774,0.00003063506,0.0015702331],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996406,0.00003308129,0.000015354357,0.0001026333,0.00014072098,0.00006756723],"domain_scores_gemma":[0.9988844,0.0003745285,0.00015374535,0.00013769427,0.00037024033,0.00007942751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026971975,0.00026621405,0.00017677058,0.0002659644,0.00034589565,0.00033500214,0.00034295456,0.0003422794,0.0021480047],"category_scores_gemma":[0.00091966236,0.00018400901,0.00016278871,0.00041371028,0.000435246,0.00029716722,0.00034763865,0.00045553446,0.00040140835],"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":[0.00023950322,0.0001994479,0.006234334,0.000049507642,0.000015683827,0.0000724319,0.00016206788,0.001701676,0.9822317,0.00017337424,0.00014962022,0.008770784],"study_design_scores_gemma":[0.00006010739,0.0027238994,0.071204014,0.000016427417,0.000055744575,0.00013980747,0.0004136013,0.014795624,0.9080692,0.00023305276,0.0022503708,0.000038255916],"about_ca_topic_score_codex":0.00070732343,"about_ca_topic_score_gemma":0.0012194848,"teacher_disagreement_score":0.0021480047,"about_ca_system_score_codex":0.0001926532,"about_ca_system_score_gemma":0.00018514805,"threshold_uncertainty_score":0.007185757},"labels":[],"label_agreement":null},{"id":"W2587268859","doi":"10.1109/tcst.2017.2654420","title":"Physics-Based 3-D Control-Oriented Modeling of Floating Wind Turbines","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Renewable Energy Laboratory; Natural Sciences and Engineering Research Council of Canada; Institute for Computing, Information and Cognitive Systems","keywords":"Drivetrain; Turbine; Torque; Offshore wind power; Wind power; Marine engineering; Software; Engineering; Control engineering; Control theory (sociology); Aerospace engineering; Computer science; Physics; Control (management); Electrical engineering","score_opus":0.011059072275815329,"score_gpt":0.21139085829160598,"score_spread":0.20033178601579066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587268859","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026874239,0.000191282,0.955345,0.00017674823,0.00008825229,0.00008272725,0.0003004826,0.00044757643,0.016493779],"genre_scores_gemma":[0.8977368,0.0008947036,0.08693772,0.00017012327,0.000076305245,0.0004170764,0.0005827536,0.00014980388,0.013034652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991405,0.00001196921,0.0000045714364,0.000015035521,0.0000463756,0.000008056051],"domain_scores_gemma":[0.9999198,0.000020793608,0.000017867626,0.000011665381,0.0000228477,0.0000069948474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318496,0.000573653,0.00044438185,0.00028869946,0.00039140435,0.0008278894,0.0009781263,0.00086500164,0.0017522275],"category_scores_gemma":[0.00029340948,0.0003570515,0.0006671078,0.00025137077,0.00055945705,0.0006941414,0.00058782444,0.0007892185,0.0005003857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007231607,0.0000090151625,0.0001507111,0.00002266993,0.000006687869,0.00005883145,0.000023943032,0.98750013,0.0024076893,0.006801995,0.00017156453,0.0028395578],"study_design_scores_gemma":[0.000004019088,0.000010792564,0.00013119527,0.0000026486127,0.0000026769524,0.000015688314,0.0000046460227,0.9969777,0.0002916891,0.0015654389,0.0009895634,0.0000040240657],"about_ca_topic_score_codex":0.0057706223,"about_ca_topic_score_gemma":0.0034307728,"teacher_disagreement_score":0.0057706223,"about_ca_system_score_codex":0.00033824486,"about_ca_system_score_gemma":0.00069329614,"threshold_uncertainty_score":0.011474073},"labels":[],"label_agreement":null},{"id":"W2600968836","doi":"","title":"Steps towards fully nonlinear simulations of arrays of OWSC","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Nonlinear system; Computer science; Physics","score_opus":0.022784426360238773,"score_gpt":0.25679387652674873,"score_spread":0.23400945016650995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600968836","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28682432,0.0016739133,0.6147214,0.0050042258,0.00069058966,0.00051700714,0.0017033718,0.0032966922,0.08556841],"genre_scores_gemma":[0.78353214,0.00090375583,0.19000131,0.0012679897,0.00020732831,0.00074872136,0.0012593358,0.0010494886,0.021029916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996886,0.00006918976,0.000016051874,0.00003972832,0.00012465348,0.00006175805],"domain_scores_gemma":[0.99882144,0.00051134743,0.00008826225,0.0001510059,0.00030609051,0.00012181189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005813933,0.0007741636,0.0010925548,0.00035320467,0.0005755663,0.00158161,0.002174453,0.0022988424,0.0061135693],"category_scores_gemma":[0.003010846,0.0006026685,0.0009265154,0.00032410384,0.0009524072,0.0017377482,0.0020435697,0.0018521221,0.0012617494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074321324,0.00014171,0.0018608856,0.000160686,0.000042674914,0.0001665037,0.00017855779,0.97318256,0.0050490564,0.009459924,0.0014362108,0.008246997],"study_design_scores_gemma":[0.00001115795,0.000015584901,0.00011548512,0.000010338764,0.0000026863593,0.000012936798,0.0000234725,0.99656725,0.00033348345,0.0016953413,0.0012052823,0.000006932174],"about_ca_topic_score_codex":0.011683215,"about_ca_topic_score_gemma":0.0087214,"teacher_disagreement_score":0.011683215,"about_ca_system_score_codex":0.00067712227,"about_ca_system_score_gemma":0.0013000601,"threshold_uncertainty_score":0.023230433},"labels":[],"label_agreement":null},{"id":"W2631092526","doi":"10.9753/icce.v35.structures.29","title":"DESIGN OF A POWERFUL AND PORTABLE MULTIDIRECTIONAL WAVEMA","year":2017,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Reflection (computer programming); Software portability; Generator (circuit theory); Compensation (psychology); Harmonics; Computer science; Electrical engineering; Piston (optics); Power (physics); Engineering; Acoustics; Telecommunications; Mechanical engineering; Optics; Voltage; Physics","score_opus":0.012059755010721984,"score_gpt":0.19010068748007639,"score_spread":0.1780409324693544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2631092526","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105987675,0.0006015281,0.8658066,0.00040136898,0.000447718,0.00092328555,0.00038545422,0.0055095893,0.019936645],"genre_scores_gemma":[0.46404877,0.00041197482,0.49151984,0.0002158434,0.00014949511,0.00081029796,0.00047143412,0.00034898554,0.042023424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968135,0.000020787935,0.00001885373,0.000081130085,0.00016226535,0.0000356399],"domain_scores_gemma":[0.9996736,0.000038461825,0.000054943433,0.00005705242,0.00010688151,0.000069067806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033588288,0.0005466291,0.0005679863,0.00057746394,0.00031591664,0.00065368065,0.0016463405,0.0005344766,0.004938639],"category_scores_gemma":[0.000323562,0.00045138982,0.0002781646,0.00032749373,0.0002670397,0.00081311626,0.0006269861,0.00052073266,0.0029089693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033006506,0.00017077854,0.0018708664,0.00044755993,0.000049050388,0.0004955029,0.00021307758,0.0058192844,0.67760146,0.008567105,0.00680708,0.29762816],"study_design_scores_gemma":[0.00038047612,0.0029042594,0.0064478805,0.00007814579,0.00012587056,0.002738754,0.00011471821,0.10094111,0.61928356,0.0018622025,0.26495484,0.00016813798],"about_ca_topic_score_codex":0.00018002697,"about_ca_topic_score_gemma":0.00033062804,"teacher_disagreement_score":0.004938639,"about_ca_system_score_codex":0.0002700316,"about_ca_system_score_gemma":0.00047451805,"threshold_uncertainty_score":0.016521394},"labels":[],"label_agreement":null},{"id":"W2724332434","doi":"","title":"WEC3: wave energy converters modelling code comparison project","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wave and Wind Energy 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":"University of Victoria; Dynamic Systems Analysis (Canada)","funders":"","keywords":"Computer science; Code (set theory); Fidelity; Domain (mathematical analysis); Energy (signal processing); Computational fluid dynamics; High fidelity; Systems engineering; Code generation; Simulation; Aerospace engineering; Engineering; Electrical engineering; Programming language; Physics; Telecommunications","score_opus":0.04088614542582239,"score_gpt":0.2283504522861682,"score_spread":0.18746430686034582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724332434","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15774494,0.000922226,0.43385738,0.0038584936,0.003078167,0.0010706735,0.11682425,0.1064623,0.1761815],"genre_scores_gemma":[0.5410135,0.00052683434,0.2277416,0.0014246608,0.00024279267,0.0018616429,0.11622214,0.06450282,0.046464026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856806,0.00031249574,0.00006427863,0.00015670981,0.00073994446,0.00015842903],"domain_scores_gemma":[0.99755365,0.00053829193,0.00007507607,0.0005843861,0.0011232445,0.00012539203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016259437,0.001591323,0.00096093956,0.00089711027,0.0008732566,0.0013091934,0.0028583151,0.0016041084,0.03201975],"category_scores_gemma":[0.004790232,0.0006815903,0.0014661519,0.0015636635,0.00045274463,0.002194524,0.0012677218,0.002146515,0.009856407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026463226,0.0005523888,0.0028677427,0.0008695874,0.00039058225,0.00034063292,0.00032565443,0.47676626,0.020832967,0.022952402,0.3726836,0.098771796],"study_design_scores_gemma":[0.00096215104,0.00022841433,0.001629596,0.000095876414,0.00009047234,0.00009658868,0.00011609061,0.84737927,0.03523482,0.010794002,0.10326253,0.00011030068],"about_ca_topic_score_codex":0.015006752,"about_ca_topic_score_gemma":0.01162789,"teacher_disagreement_score":0.03201975,"about_ca_system_score_codex":0.0013099138,"about_ca_system_score_gemma":0.002342458,"threshold_uncertainty_score":0.10711676},"labels":[],"label_agreement":null},{"id":"W2736160599","doi":"10.3390/en10070973","title":"Power Take-Off Simulation for Scale Model Testing of Wave Energy Converters","year":2017,"lang":"en","type":"article","venue":"Energies","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Damper; Engineering; Power (physics); Converters; Wave tank; Extrapolation; Simulation; Controller (irrigation); Energy (signal processing); Control engineering; Control theory (sociology); Automotive engineering; Computer science; Voltage; Electrical engineering; Control (management)","score_opus":0.03480608758552665,"score_gpt":0.23425822458686113,"score_spread":0.1994521370013345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736160599","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43857518,0.00011389416,0.5346366,0.00025800758,0.000101481244,0.00041727792,0.0009683021,0.0050232555,0.019905996],"genre_scores_gemma":[0.9481157,0.000070987146,0.04783202,0.000028761351,0.0000054023717,0.00037376804,0.00034869777,0.00016672192,0.0030579097],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999808,0.000042320073,0.0000102019785,0.000024145422,0.00009093618,0.000024331966],"domain_scores_gemma":[0.99957365,0.00023624739,0.00002906515,0.000069498084,0.000066997556,0.000024602803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035200312,0.0005299824,0.00043181752,0.00023666593,0.00025687268,0.0004958471,0.0008755957,0.0005127427,0.005941103],"category_scores_gemma":[0.00084436353,0.00021067185,0.00045337708,0.0002034454,0.00036490354,0.00050838594,0.00042903255,0.0007687517,0.00042387162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011910756,0.00014861052,0.0014903077,0.000130382,0.000018688823,0.00010172732,0.00011089464,0.9582171,0.023414165,0.0028441274,0.0009885326,0.012416389],"study_design_scores_gemma":[0.000021178777,0.00006834579,0.0003113294,0.0000043616105,0.0000043326695,0.000009302471,0.000014771513,0.99065256,0.0073593766,0.0004893671,0.0010598846,0.0000051961247],"about_ca_topic_score_codex":0.0038334813,"about_ca_topic_score_gemma":0.0026863485,"teacher_disagreement_score":0.005941103,"about_ca_system_score_codex":0.00044348088,"about_ca_system_score_gemma":0.00056415366,"threshold_uncertainty_score":0.01987493},"labels":[],"label_agreement":null},{"id":"W2744386669","doi":"","title":"Experimental and Numerical Simulations of Moored Self-Reacting Point Absorber Wave Energy Converters","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Victoria","funders":"","keywords":"Wave energy converter; Energy (signal processing); Converters; Point (geometry); Physics; Mechanics; Power (physics); Mathematics; Thermodynamics; Geometry","score_opus":0.017526689702171715,"score_gpt":0.21192428521437529,"score_spread":0.19439759551220356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744386669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903951,0.00003990555,0.004526683,0.00008275817,0.000027893257,0.00001878992,0.00015053664,0.00017449088,0.00458385],"genre_scores_gemma":[0.9984666,0.000019317466,0.00081975065,0.0000065147933,0.0000017875593,0.000010832251,0.000044378397,0.000008398325,0.00062240293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983275,0.000020930185,0.0000099505305,0.000025180616,0.00007954751,0.000031771866],"domain_scores_gemma":[0.9992818,0.000416152,0.000050328996,0.000081620536,0.00012895753,0.000041159954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030048026,0.0002745264,0.0004232244,0.000310387,0.00038004047,0.00064172153,0.0007680225,0.00073993567,0.0028872602],"category_scores_gemma":[0.0010680504,0.00021738415,0.00029254108,0.0003417279,0.00074222346,0.000678311,0.0003449612,0.00065439,0.00017885173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045609882,0.00051026157,0.0036084398,0.000101224556,0.00002955268,0.00023485502,0.00014905105,0.9431029,0.04073382,0.0035078735,0.0005708112,0.0069951466],"study_design_scores_gemma":[0.000064732034,0.00018449465,0.0014945664,0.0000031241184,0.0000060978214,0.000016575947,0.00004808491,0.98138887,0.016140023,0.00040262268,0.00023920418,0.000011664936],"about_ca_topic_score_codex":0.0025189754,"about_ca_topic_score_gemma":0.0017403639,"teacher_disagreement_score":0.0028872602,"about_ca_system_score_codex":0.00050945336,"about_ca_system_score_gemma":0.00035356195,"threshold_uncertainty_score":0.0096588135},"labels":[],"label_agreement":null},{"id":"W2747365098","doi":"10.1007/s40722-017-0089-3","title":"Development of performance specifications for hybrid modeling of floating wind turbines in wave basin tests","year":2017,"lang":"en","type":"article","venue":"Journal of Ocean Engineering and Marine Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Turbine; Aerodynamics; Wind power; Coupling (piping); Engineering; Computer science; Marine engineering; Simulation; Aerospace engineering; Mechanical engineering","score_opus":0.029365103292763754,"score_gpt":0.20215477419331931,"score_spread":0.17278967090055555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747365098","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09315369,0.00022059063,0.8901312,0.0001636758,0.000058494188,0.00021151872,0.0006441069,0.0013487694,0.014067956],"genre_scores_gemma":[0.9403952,0.00014491468,0.054734945,0.0000471584,0.000021403757,0.00045060058,0.0006412396,0.0004981714,0.0030663623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992125,0.00022509953,0.000077472774,0.00007141552,0.00031606253,0.00009754914],"domain_scores_gemma":[0.9976406,0.001006868,0.00021908911,0.00023425075,0.00084579265,0.00005339974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017503576,0.0013497048,0.0009412761,0.0006320369,0.00057344855,0.0013068483,0.0019850498,0.001378142,0.002789141],"category_scores_gemma":[0.0040971246,0.00069299096,0.0009766058,0.000333254,0.00044230343,0.0010346831,0.0011407264,0.0010693128,0.00070127693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003982256,0.000042734213,0.0008129604,0.000095978095,0.000019670855,0.00009760321,0.00008772472,0.97800577,0.0058400915,0.0042782105,0.00045476755,0.010224712],"study_design_scores_gemma":[0.000005072374,0.000026642709,0.00013589615,0.0000072546645,0.0000043674168,0.000008405973,0.00001612646,0.99702924,0.0018702892,0.0005580628,0.0003345515,0.0000042044635],"about_ca_topic_score_codex":0.006124969,"about_ca_topic_score_gemma":0.0042408844,"teacher_disagreement_score":0.006124969,"about_ca_system_score_codex":0.0006310185,"about_ca_system_score_gemma":0.0011046218,"threshold_uncertainty_score":0.012178659},"labels":[],"label_agreement":null},{"id":"W2756010746","doi":"10.1016/j.egypro.2017.08.202","title":"Wave resource variability: Impacts on wave power supply over regional to international scales","year":2017,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":6,"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":"Engineering and Physical Sciences Research Council; SuperGen UK Centre for Marine Energy Research; Higher Education Funding Council for Wales; Llywodraeth Cymru","keywords":"Intermittency; Wave power; Environmental science; Renewable energy; Software deployment; Electricity; Resource (disambiguation); Power (physics); Meteorology; Engineering; Computer science; Electrical engineering; Physics","score_opus":0.015085514803914898,"score_gpt":0.22176928802038878,"score_spread":0.20668377321647388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756010746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876171,0.00016619617,0.003827924,0.00027659122,0.000009693088,0.000012477428,0.0003320706,0.000023759927,0.0077342377],"genre_scores_gemma":[0.99931574,0.000082983526,0.00019846336,0.000008835609,0.000005566367,0.0000028674958,0.00007001354,0.0000054246907,0.00031004287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998841,0.000027396793,0.000009433963,0.00002373454,0.000030066944,0.000025255336],"domain_scores_gemma":[0.9994821,0.00022059184,0.0001464126,0.00003512234,0.000089754096,0.000026124566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022901552,0.00014081835,0.0001750874,0.0003586096,0.00021495925,0.0007628524,0.00015018413,0.00023487165,0.0014942653],"category_scores_gemma":[0.0012719012,0.000105458836,0.00026743795,0.0009628072,0.0002469961,0.0006334061,0.00045213694,0.00026331237,0.0001433748],"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":[0.00037985676,0.00013608053,0.70951205,0.00012562488,0.00025217287,0.0014933149,0.0005519451,0.19758642,0.015717734,0.0076922653,0.0013945168,0.06515805],"study_design_scores_gemma":[0.000012208037,0.000094493116,0.8389499,0.000026435962,0.00008989568,0.00020320163,0.0016990654,0.15154609,0.0023823031,0.0027004918,0.002272934,0.000023000664],"about_ca_topic_score_codex":0.0077479184,"about_ca_topic_score_gemma":0.009464469,"teacher_disagreement_score":0.0077479184,"about_ca_system_score_codex":0.0002527811,"about_ca_system_score_gemma":0.00021207819,"threshold_uncertainty_score":0.015405655},"labels":[],"label_agreement":null},{"id":"W2761649397","doi":"10.1115/omae2017-61537","title":"Development of Control Strategies for Interconnected Pneumatic Wave Energy Converters","year":2017,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Power (physics); Smoothing; Converters; Computer science; Control theory (sociology); Energy (signal processing); Sea state; MATLAB; Wave energy converter; Control engineering; Simulation; Engineering; Control (management); Mathematics","score_opus":0.02382553693688844,"score_gpt":0.21423354166252417,"score_spread":0.19040800472563574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761649397","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08102394,0.000118029515,0.90270907,0.00008681928,0.00003091884,0.00011348634,0.000029476443,0.00023682287,0.015651412],"genre_scores_gemma":[0.9474499,0.00012576496,0.049842853,0.000019867733,0.000009242085,0.00010940027,0.000020864458,0.00001946453,0.0024027252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999207,0.000014139133,0.00000521945,0.000017040855,0.000032476848,0.000010404347],"domain_scores_gemma":[0.9998784,0.000044122182,0.000029583443,0.000012675682,0.000027186856,0.000008025359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024805832,0.00037231972,0.00027267094,0.0002035005,0.0002410493,0.0005661044,0.00048216234,0.00035274046,0.0015244787],"category_scores_gemma":[0.00048269486,0.00022534457,0.000244418,0.0001300162,0.0003830916,0.00034836656,0.0004715592,0.00036936966,0.00018857923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003812698,0.00003504843,0.00033114888,0.00006319979,0.000014739505,0.00008003752,0.000060220715,0.9498304,0.014010124,0.010921902,0.00019842053,0.024416585],"study_design_scores_gemma":[0.000009558852,0.00005689556,0.000098633136,0.000005885619,0.0000059485265,0.000014109081,0.00001258333,0.9954288,0.0026024326,0.0010425965,0.0007195209,0.0000030947404],"about_ca_topic_score_codex":0.0014614315,"about_ca_topic_score_gemma":0.0015285187,"teacher_disagreement_score":0.0015244787,"about_ca_system_score_codex":0.00025558987,"about_ca_system_score_gemma":0.0004126293,"threshold_uncertainty_score":0.0050998926},"labels":[],"label_agreement":null},{"id":"W2762938959","doi":"10.1115/omae2017-62358","title":"Benchmark Studies of Wave Run-Up and Forces on a Truncated Square Cylinder","year":2017,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy 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":"Benchmark (surveying); Cylinder; Grid; Wavelength; Square (algebra); Computational fluid dynamics; Work (physics); Software; Mechanics; Computer science; Physics; Optics; Mathematics; Geology; Geometry; Geodesy","score_opus":0.05339697340403291,"score_gpt":0.27070012378079095,"score_spread":0.21730315037675804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762938959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789122,0.00021698527,0.011363758,0.00014529948,0.000070694485,0.000054349413,0.00043573885,0.00031793883,0.008482982],"genre_scores_gemma":[0.993573,0.000102434016,0.004895618,0.000014621666,0.000007673618,0.000034719986,0.00037371524,0.000050135048,0.00094796217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993992,0.000070926144,0.00004699409,0.00006105837,0.0002804274,0.00014143564],"domain_scores_gemma":[0.9981559,0.00090542826,0.00011745747,0.00021164838,0.0004826722,0.0001269553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066059286,0.00063440413,0.00083964353,0.0008801751,0.00087672914,0.00087771536,0.00088027865,0.0008780709,0.0024741362],"category_scores_gemma":[0.0037957227,0.00022701068,0.000531384,0.0009514617,0.0010449905,0.00082384085,0.0008454114,0.0006613595,0.0003160832],"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":[0.0004168712,0.00021813573,0.0034268906,0.00017222927,0.000032076216,0.0004895876,0.00015039678,0.95641077,0.023249751,0.00262653,0.00080813013,0.011998663],"study_design_scores_gemma":[0.000050304723,0.00035626296,0.0029482008,0.0000147838655,0.000010348072,0.00008171721,0.00013595416,0.9816772,0.013491785,0.00063651864,0.000571977,0.000025031055],"about_ca_topic_score_codex":0.0077734897,"about_ca_topic_score_gemma":0.004535647,"teacher_disagreement_score":0.0077734897,"about_ca_system_score_codex":0.0005217014,"about_ca_system_score_gemma":0.0009847076,"threshold_uncertainty_score":0.015456498},"labels":[],"label_agreement":null},{"id":"W2767561925","doi":"10.6000/1927-5129.2017.13.88","title":"An Initial Tidal Power Resource Estimation at Jhari Creek of Indus Delta, Sindh, Pakistan","year":2017,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indus; Renewable energy; Tidal power; Resource (disambiguation); Electricity; Environmental science; Electricity generation; Natural resource economics; Geography; Water resource management; Power (physics); Economics; Geology; Physics; Engineering; Computer science","score_opus":0.023322815009155645,"score_gpt":0.2870797734373079,"score_spread":0.2637569584281523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767561925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884808,0.00013385243,0.0027012182,0.00014985344,0.000015926073,0.000047544563,0.00306896,0.00009081108,0.0053110183],"genre_scores_gemma":[0.9937774,0.00016386241,0.002608808,0.000013002159,0.0000062010517,0.00001903158,0.0022374983,0.000004640092,0.0011696696],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989104,0.000008098425,0.00001296029,0.00002226437,0.000038642796,0.000026916881],"domain_scores_gemma":[0.99984145,0.000028201763,0.000022171269,0.00000963659,0.00007688093,0.000021596374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010669764,0.00023454784,0.00016654206,0.0010365976,0.0004855412,0.00052075693,0.0002964578,0.00038508145,0.0011961989],"category_scores_gemma":[0.0003407375,0.00013661741,0.00016580464,0.0010558214,0.00013952986,0.00049316784,0.00037559753,0.00026205488,0.0003084548],"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":[0.00016931369,0.00017354966,0.8545972,0.00024378937,0.000055123593,0.0047785505,0.0014302112,0.04506869,0.014372791,0.0008545082,0.006408332,0.071848005],"study_design_scores_gemma":[0.000017775756,0.00014168724,0.897695,0.000063836706,0.000036248435,0.0007104084,0.00623698,0.08215028,0.005428465,0.0004694854,0.0070081935,0.000041637344],"about_ca_topic_score_codex":0.042877924,"about_ca_topic_score_gemma":0.08410855,"teacher_disagreement_score":0.042877924,"about_ca_system_score_codex":0.00038221685,"about_ca_system_score_gemma":0.00061639707,"threshold_uncertainty_score":0.085256696},"labels":[],"label_agreement":null},{"id":"W2769257727","doi":"","title":"Numerical and experimental modelling of an oscillating wave surge converter in partially standing wave systems","year":2017,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surge; Physics; Mechanics; Acoustics; Electrical engineering; Engineering","score_opus":0.04549029281456545,"score_gpt":0.26238631975260907,"score_spread":0.2168960269380436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769257727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880014,0.000038494367,0.008632742,0.00005248776,0.000013975028,0.000056773806,0.00015974503,0.00007512117,0.0029693595],"genre_scores_gemma":[0.99741566,0.000031608943,0.0019699195,0.000003618383,0.0000012945778,0.0000317181,0.000056815028,0.0000024273477,0.00048684631],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984443,0.000022742008,0.000015579217,0.000029044091,0.00005793634,0.000030189845],"domain_scores_gemma":[0.9995492,0.00022209807,0.000053784443,0.000057170368,0.000083738836,0.000033971766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031622883,0.0002848602,0.00029031027,0.00026154917,0.000414247,0.0005617033,0.0005323683,0.0005460201,0.0013686195],"category_scores_gemma":[0.00069437927,0.00015979989,0.0003856294,0.00018852923,0.0006712196,0.00040467162,0.00041850077,0.000427683,0.00015448766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029862064,0.00037860955,0.008265008,0.00016803197,0.00002104274,0.00030962762,0.00026795128,0.9084664,0.07017846,0.0020268254,0.00031251737,0.009306887],"study_design_scores_gemma":[0.000023503238,0.00044025667,0.0035020292,0.0000073928513,0.000008662626,0.000020651374,0.00009738227,0.979116,0.01633156,0.00022261811,0.00021587488,0.000014095362],"about_ca_topic_score_codex":0.004575799,"about_ca_topic_score_gemma":0.0038644061,"teacher_disagreement_score":0.004575799,"about_ca_system_score_codex":0.0005145962,"about_ca_system_score_gemma":0.00041562805,"threshold_uncertainty_score":0.009098291},"labels":[],"label_agreement":null},{"id":"W2778900361","doi":"10.1177/0309524x18756962","title":"On mooring line tension and fatigue prediction for offshore vertical axis wind turbines: A comparison of lumped mass and quasi-static approaches","year":2018,"lang":"en","type":"article","venue":"Wind Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":10,"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 Prince Edward Island","funders":"","keywords":"Turbine; Marine engineering; Mooring; Offshore wind power; Wind power; Horizontal axis; Aerodynamics; Tension (geology); Vertical axis; Rotor (electric); Engineering; Structural engineering; Aerospace engineering; Compression (physics); Mechanical engineering; Physics; Electrical engineering","score_opus":0.04737615056259106,"score_gpt":0.24114806621412777,"score_spread":0.1937719156515367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778900361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6851767,0.000750085,0.30682144,0.0001388672,0.00003257602,0.00006728346,0.00016491406,0.00056963763,0.0062784734],"genre_scores_gemma":[0.9916637,0.00022664058,0.006977078,0.000010826811,0.000007955844,0.000027444585,0.00006049403,0.000028358822,0.0009975173],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999248,0.000025732554,0.000004546425,0.000012711451,0.00002385296,0.000008455596],"domain_scores_gemma":[0.9997565,0.0001329638,0.000036004752,0.000027730954,0.000036007463,0.000010842233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002152236,0.00053152995,0.0004670081,0.00039741406,0.00021507016,0.00043125273,0.0005621497,0.00080205564,0.0011183327],"category_scores_gemma":[0.000553497,0.0002598146,0.00059606653,0.0002413271,0.00031479727,0.00051411183,0.00037084238,0.00028975614,0.00019679058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040213028,0.000043944,0.0013727213,0.000059009577,0.000016108168,0.00007192235,0.000032195498,0.9815765,0.0050375974,0.00043080593,0.00006007699,0.0112587875],"study_design_scores_gemma":[0.000002717543,0.000027913276,0.0005091017,0.0000028415552,0.0000026865412,0.000005641216,0.000005960966,0.9989222,0.00039641888,0.00007397895,0.000048128226,0.0000024116496],"about_ca_topic_score_codex":0.0068819425,"about_ca_topic_score_gemma":0.0051247305,"teacher_disagreement_score":0.0068819425,"about_ca_system_score_codex":0.0002616185,"about_ca_system_score_gemma":0.0002370171,"threshold_uncertainty_score":0.013683796},"labels":[],"label_agreement":null},{"id":"W2791205566","doi":"10.1016/b978-0-12-809597-3.00316-3","title":"3.8 Ocean (Marine) Energy Production","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Marine energy; Renewable energy; Environmental science; Ocean thermal energy conversion; Geothermal energy; Energy (signal processing); Thermal energy; Production (economics); Energy transformation; Solar energy; Oceanography; Geothermal gradient; Engineering; Geology; Seawater; Geophysics; Physics","score_opus":0.009837503670107007,"score_gpt":0.18061416237154806,"score_spread":0.17077665870144107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791205566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089072715,0.010520052,0.0058836765,0.0011088995,0.0012262043,0.00002203941,0.00028044594,0.00022105794,0.97984684],"genre_scores_gemma":[0.011238719,0.016507547,0.005466802,0.00046231988,0.0005288484,0.000036382888,0.0003338301,0.00026870085,0.9651569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99990845,0.0000058126425,0.000004645978,0.000020566298,0.00005070295,0.00000989124],"domain_scores_gemma":[0.9999671,0.0000062355703,0.00000218085,0.0000058162327,0.000014105983,0.0000045945467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012249831,0.0006913807,0.00024085426,0.000850419,0.0004974223,0.0022621525,0.000430963,0.00085391017,0.07790121],"category_scores_gemma":[0.00017028108,0.0002487321,0.00058108475,0.0010219767,0.0006552924,0.00141074,0.00096244866,0.0013344912,0.04021888],"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":[0.000028460043,0.00003148966,0.00022267907,0.000561641,0.000008853566,0.00019439713,0.00022556375,0.0017513938,0.004187309,0.3183885,0.18318847,0.49121124],"study_design_scores_gemma":[0.0000014792248,0.00000694624,0.00016013069,0.000114505194,0.000001875645,0.00010487825,0.00003149764,0.00016547932,0.0004840772,0.01749966,0.9814253,0.0000042157117],"about_ca_topic_score_codex":0.0025183943,"about_ca_topic_score_gemma":0.0039955084,"teacher_disagreement_score":0.07790121,"about_ca_system_score_codex":0.001001168,"about_ca_system_score_gemma":0.00070950773,"threshold_uncertainty_score":0.2606055},"labels":[],"label_agreement":null},{"id":"W2799569854","doi":"","title":"Surrogate Based Design of a Mooring System for a Self-reacting Point Absorber","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mooring; Point (geometry); Computer science; Marine engineering; Engineering; Mathematics","score_opus":0.028931215204436173,"score_gpt":0.21396756184298202,"score_spread":0.18503634663854585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799569854","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033039786,0.00011388793,0.9589806,0.00017333952,0.00007604674,0.0000753299,0.000046283574,0.00029301623,0.007201623],"genre_scores_gemma":[0.9360134,0.00011565167,0.057238467,0.000066496315,0.000023959412,0.00022139981,0.0000704117,0.0000414565,0.006208701],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996736,0.0001106336,0.000013976178,0.000048313625,0.00011369516,0.00003979442],"domain_scores_gemma":[0.9996972,0.000098327684,0.000043208005,0.000024435489,0.000108920336,0.000027819047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061783806,0.0005345583,0.0007310169,0.00027447325,0.0005679363,0.0009951727,0.000829575,0.0016734382,0.002913336],"category_scores_gemma":[0.0009940265,0.00038017856,0.00057944626,0.00022041418,0.00046477825,0.00048619582,0.001018698,0.00082137337,0.0005361246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083072395,0.000027361782,0.0001964377,0.00004041099,0.000019018787,0.0000485153,0.000024199642,0.98293036,0.006329408,0.0020053706,0.00016653273,0.00812935],"study_design_scores_gemma":[0.000007718575,0.000050933464,0.000054409003,0.0000027043527,0.000003722953,0.0000057037414,0.0000036139027,0.9986833,0.000683307,0.00021339156,0.000287962,0.0000032487815],"about_ca_topic_score_codex":0.001825902,"about_ca_topic_score_gemma":0.0011153027,"teacher_disagreement_score":0.002913336,"about_ca_system_score_codex":0.00032856516,"about_ca_system_score_gemma":0.0008316071,"threshold_uncertainty_score":0.009746075},"labels":[],"label_agreement":null},{"id":"W2801683423","doi":"10.3390/en11041012","title":"Simulation and Experimental Studies of a Multi-Tubular Floating Sea Wave Damper","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Independent Electricity System Operator; Narodowe Centrum Badań i Rozwoju; Ministerstwo Edukacji i Nauki; Uniwersytet Szczeciński","keywords":"Buoyancy; Damper; Wave height; Compensation (psychology); Engineering; Marine engineering; Simulation software; Software; Structural engineering; Mechanics; Geology; Physics; Computer science","score_opus":0.05150140136361007,"score_gpt":0.29604941230660564,"score_spread":0.24454801094299558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801683423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98269546,0.00008497149,0.015323565,0.000051477542,0.000037546906,0.000076704244,0.00012256029,0.00014660365,0.0014610266],"genre_scores_gemma":[0.9923465,0.00007207015,0.006352476,0.000007006759,0.000002790681,0.00004718639,0.000069920374,0.00000681723,0.001095169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997342,0.00004759629,0.000024398201,0.000050965482,0.000096012816,0.000046672667],"domain_scores_gemma":[0.999456,0.00024181514,0.00006240403,0.00008682346,0.00009907072,0.000053790147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006029417,0.00039380806,0.0005085953,0.00042702875,0.00031170424,0.00039569606,0.00080340885,0.00077701197,0.0022209848],"category_scores_gemma":[0.00087527715,0.00017401457,0.0004431671,0.00023067424,0.00046879976,0.00032584998,0.00040723057,0.00032083679,0.000228174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016848578,0.001228424,0.010984169,0.0009755757,0.00008442015,0.0016504396,0.001153215,0.59316164,0.35036367,0.0017635901,0.00066133274,0.03628867],"study_design_scores_gemma":[0.0002272138,0.0057404777,0.011576107,0.000054923265,0.00008880475,0.00021940056,0.00049921504,0.88033384,0.09796672,0.0003566885,0.0028794452,0.00005713731],"about_ca_topic_score_codex":0.0010153421,"about_ca_topic_score_gemma":0.00087650097,"teacher_disagreement_score":0.0022209848,"about_ca_system_score_codex":0.00019350411,"about_ca_system_score_gemma":0.0002608056,"threshold_uncertainty_score":0.0074299574},"labels":[],"label_agreement":null},{"id":"W2809702505","doi":"10.1051/e3sconf/20184301005","title":"Analysis Characteristics Of Pendulum Oscillation In PLTGL-SB","year":2018,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pendulum; Outrigger; Oscillation (cell signaling); Energy (signal processing); Amplitude; Double pendulum; Mechanical energy; Maxima and minima; Engineering; Marine engineering; Geology; Structural engineering; Control theory (sociology); Inverted pendulum; Physics; Mathematics; Mechanical engineering; Computer science; Nonlinear system; Mathematical analysis; Optics; Biology; Statistics; Power (physics)","score_opus":0.01572119945529727,"score_gpt":0.2218614262570132,"score_spread":0.20614022680171593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809702505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93521184,0.0005318131,0.044397965,0.00023342673,0.00008150933,0.000046790803,0.0007044428,0.00080148864,0.017990697],"genre_scores_gemma":[0.9947738,0.00006745967,0.0024188934,0.000025912927,0.0000065727663,0.000024078388,0.0003494997,0.000042425178,0.00229145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998202,0.000016946946,0.0000068118334,0.000041623127,0.00008911107,0.000025384641],"domain_scores_gemma":[0.9997174,0.000080820784,0.000047006008,0.000016772277,0.00010999239,0.000027978744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018832172,0.00031941792,0.00025505092,0.00093782955,0.0003775591,0.00030969564,0.00034117434,0.00032341277,0.0057749734],"category_scores_gemma":[0.0007253426,0.000082987855,0.00019942124,0.0004958348,0.00023143648,0.00023516967,0.00020712159,0.0002478328,0.0005452008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001926381,0.0004580551,0.13143297,0.00090583327,0.00021427243,0.0048081563,0.003783356,0.08566515,0.46366394,0.013874297,0.015229421,0.27803817],"study_design_scores_gemma":[0.000048705824,0.0008972973,0.16551407,0.00013644407,0.0000750785,0.0012136693,0.0015723237,0.76240754,0.05072531,0.0026215233,0.0146745145,0.000113534465],"about_ca_topic_score_codex":0.0028705853,"about_ca_topic_score_gemma":0.002979566,"teacher_disagreement_score":0.0057749734,"about_ca_system_score_codex":0.00027682906,"about_ca_system_score_gemma":0.0001493087,"threshold_uncertainty_score":0.019319236},"labels":[],"label_agreement":null},{"id":"W2887515559","doi":"10.11159/icepr18.180","title":"Nearshore Wave Energy Assessment of Iranian Coastlines","year":2018,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Geology; Oceanography; Computer science; Physics","score_opus":0.016502976824493348,"score_gpt":0.23478901637539962,"score_spread":0.21828603955090628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887515559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951348,0.00019061675,0.0013106064,0.000064114465,0.000008213846,0.000014734334,0.00061173405,0.000021028709,0.0026441633],"genre_scores_gemma":[0.9973847,0.00015744333,0.001107228,0.000008930335,0.0000063953767,0.000011404679,0.00080065586,0.0000042757106,0.0005190289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998221,0.0000172384,0.000016202166,0.000026761405,0.00007945288,0.00003818828],"domain_scores_gemma":[0.99971265,0.000037868343,0.0000704881,0.000015954722,0.00014602939,0.000017100454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022948373,0.00029776167,0.00018398972,0.0015185385,0.00027625982,0.0004208078,0.00016892717,0.00019364641,0.0010152879],"category_scores_gemma":[0.00061138516,0.00009297732,0.00029198627,0.0014515925,0.00014861554,0.00043760904,0.00026080935,0.00015983921,0.00020229197],"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":[0.00021261939,0.00004774818,0.8708991,0.000081164006,0.000112894384,0.00038564779,0.00041744186,0.010793026,0.0061956313,0.00054799294,0.0014941836,0.10881258],"study_design_scores_gemma":[0.0000075877874,0.000096586184,0.98905355,0.000015384105,0.000029526254,0.00013184441,0.0014673871,0.006249082,0.00090071897,0.00020687652,0.0018299924,0.0000114294435],"about_ca_topic_score_codex":0.017115477,"about_ca_topic_score_gemma":0.03297666,"teacher_disagreement_score":0.017115477,"about_ca_system_score_codex":0.0002822891,"about_ca_system_score_gemma":0.00041021532,"threshold_uncertainty_score":0.03403169},"labels":[],"label_agreement":null},{"id":"W2893434645","doi":"10.1115/omae2018-78489","title":"Coupled Dynamics Modelling of a Floating Wind Farm With Shared Mooring Lines","year":2018,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":21,"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 Prince Edward Island","funders":"","keywords":"Mooring; Marine engineering; Offshore wind power; Turbine; Surge; Coupling (piping); Engineering; Simulation; Computer science; Aerospace engineering; Mechanical engineering; Electrical engineering","score_opus":0.019699951837529518,"score_gpt":0.19493772976078477,"score_spread":0.17523777792325526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893434645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72655797,0.00009363495,0.25896764,0.00013850693,0.000057648267,0.00009067632,0.00032212716,0.00032146965,0.013450303],"genre_scores_gemma":[0.9880482,0.000043484746,0.00876667,0.00001481424,0.0000052344353,0.00006329927,0.000108562,0.000026852356,0.002923072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986315,0.000023859518,0.000008912165,0.000036403493,0.000038395447,0.000029255632],"domain_scores_gemma":[0.9997943,0.000059164366,0.00003870854,0.000030342198,0.000038620783,0.000038904833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016908799,0.00047780946,0.0004889137,0.0002737676,0.00048458847,0.00090926175,0.0009836663,0.0011026122,0.0017675625],"category_scores_gemma":[0.0005221285,0.0003993461,0.00068900426,0.00026051435,0.0005934374,0.0008214924,0.0011040437,0.00059246056,0.00023111147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013770336,0.000009680108,0.00066086336,0.0000058136593,0.000011810766,0.00006886811,0.000018399738,0.9964277,0.0013168175,0.00054821785,0.00003987316,0.00087822246],"study_design_scores_gemma":[0.0000052165665,0.000014479081,0.0003230812,0.0000012242763,0.0000031037246,0.0000074790673,0.000013958353,0.9991054,0.00016739333,0.00023723622,0.00011851572,0.000002945382],"about_ca_topic_score_codex":0.011374436,"about_ca_topic_score_gemma":0.006893087,"teacher_disagreement_score":0.011374436,"about_ca_system_score_codex":0.00046675684,"about_ca_system_score_gemma":0.00069299823,"threshold_uncertainty_score":0.022616446},"labels":[],"label_agreement":null},{"id":"W2898306741","doi":"10.1007/978-3-319-96469-0_1","title":"Simulating Free-Surface FSI and Fatigue Damage in Wind-Turbine Structural Systems","year":2018,"lang":"en","type":"book-chapter","venue":"Modeling and simulation in science, engineering & technology","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Air Force Office of Scientific Research; Division of Chemical, Bioengineering, Environmental, and Transport Systems; National Science Foundation","keywords":"Aerodynamics; Turbine; Wind power; Marine engineering; Offshore wind power; Forcing (mathematics); Computational fluid dynamics; Structural engineering; Turbine blade; Aerospace engineering; Engineering; Geology","score_opus":0.017697162120315267,"score_gpt":0.23207346155339556,"score_spread":0.2143762994330803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898306741","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31179732,0.002002234,0.5590385,0.0010194925,0.00051898893,0.00020065522,0.0010122666,0.001933305,0.12247724],"genre_scores_gemma":[0.92785394,0.00083599746,0.044427324,0.00016427749,0.00009851251,0.00011862768,0.00050884124,0.00042380474,0.02556868],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998921,0.000022471782,0.000005008216,0.000014150762,0.00004767127,0.000018581393],"domain_scores_gemma":[0.99973077,0.00015279379,0.000019673362,0.000033049397,0.00004270963,0.00002107946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023882206,0.0005992531,0.00076797453,0.00030527147,0.0004155972,0.0007628418,0.0013870893,0.001852763,0.0060111866],"category_scores_gemma":[0.00086465356,0.00050345337,0.0007241861,0.00039265648,0.00068360823,0.0010031769,0.0006754964,0.0009030905,0.0007209672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076263163,0.000016662349,0.00018550977,0.00002431271,0.000007424326,0.000031082494,0.000034790297,0.9910288,0.000849335,0.0023879074,0.00046680094,0.004959679],"study_design_scores_gemma":[0.0000039507,0.000006880372,0.00013678994,0.0000050518024,0.0000019641773,0.000011956323,0.000009088477,0.99748945,0.00022865072,0.0015769994,0.0005261171,0.0000030095607],"about_ca_topic_score_codex":0.006931568,"about_ca_topic_score_gemma":0.00605801,"teacher_disagreement_score":0.006931568,"about_ca_system_score_codex":0.00071896164,"about_ca_system_score_gemma":0.0005114027,"threshold_uncertainty_score":0.020109415},"labels":[],"label_agreement":null},{"id":"W2903754333","doi":"10.1115/iowtc2018-1057","title":"Experimental and Numerical Comparison of the Wave Dynamics and Guy Wire Forces of a Very Light FOWT Considering Hydroelastic Behavior","year":2018,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marine engineering; Context (archaeology); Mooring; Offshore wind power; Wave tank; Tower; Software; Engineering; Morison equation; Computer science; Submarine pipeline; Wind power; Structural engineering; Geology; Physics; Mechanics; Geotechnical engineering; Electrical engineering","score_opus":0.01390356152445786,"score_gpt":0.23096744614562337,"score_spread":0.2170638846211655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903754333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944237,0.0000403071,0.002955209,0.00002147632,0.000019777217,0.000019144218,0.00015165679,0.00005131498,0.0023174384],"genre_scores_gemma":[0.9965456,0.000043684737,0.0021217898,0.000004769242,0.000004822622,0.000015941441,0.00015605423,0.00001096992,0.0010963856],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998555,0.000010972003,0.000008909905,0.000031648422,0.00006047265,0.000032413285],"domain_scores_gemma":[0.99968827,0.000110502995,0.00003419455,0.00005281608,0.00006711364,0.000047194997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024845597,0.00033778246,0.00029091595,0.00043422714,0.00036129303,0.00024403936,0.00033622968,0.00047490696,0.0028451344],"category_scores_gemma":[0.0004791193,0.00014236126,0.00027175507,0.00023714842,0.00062985794,0.0002831025,0.00029268002,0.00035644646,0.00028950098],"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":[0.0007108368,0.0008290683,0.017439283,0.0003463711,0.00004884245,0.0010643062,0.00084787677,0.09049165,0.8480625,0.0019210585,0.0009869593,0.03725122],"study_design_scores_gemma":[0.00013947478,0.004754314,0.1508609,0.0000677608,0.00008353556,0.0007411771,0.0013395608,0.53074247,0.30547687,0.0007815776,0.004903727,0.000108632186],"about_ca_topic_score_codex":0.0012802082,"about_ca_topic_score_gemma":0.0019258747,"teacher_disagreement_score":0.0028451344,"about_ca_system_score_codex":0.00015208218,"about_ca_system_score_gemma":0.00014375454,"threshold_uncertainty_score":0.009517908},"labels":[],"label_agreement":null},{"id":"W2904578687","doi":"10.1115/iowtc2018-1099","title":"Comparison of Seabed Friction Formulations in a Lumped-Mass Mooring Model","year":2018,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"National Renewable Energy Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Mooring; Seabed; Offshore wind power; Marine engineering; Submarine pipeline; Engineering; Geology; Turbine; Geotechnical engineering; Mechanical engineering","score_opus":0.036706992692089595,"score_gpt":0.2845268309332844,"score_spread":0.2478198382411948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904578687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8224024,0.0006962153,0.13383055,0.00051138585,0.00015345518,0.00019116391,0.0013783848,0.0011875883,0.0396489],"genre_scores_gemma":[0.98465234,0.00025354137,0.011781188,0.000057088033,0.000012210348,0.00006393911,0.00035298808,0.000117852825,0.002708836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997843,0.000060057995,0.000022052483,0.000028613033,0.00006947834,0.000035483285],"domain_scores_gemma":[0.99932444,0.0002589643,0.00007407447,0.00011351745,0.00015346742,0.0000756094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045049825,0.0006534309,0.0007546987,0.0005887468,0.00040675528,0.0010184175,0.0014617472,0.0011883803,0.0027180007],"category_scores_gemma":[0.0017745188,0.00030044242,0.00070724357,0.00055065495,0.00039347186,0.00079130905,0.0008317782,0.00067407195,0.00038922837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070077156,0.000047786598,0.0015272679,0.00005192824,0.00002212178,0.00005641802,0.00004402787,0.9904544,0.0010984297,0.0022222113,0.00024530463,0.004159998],"study_design_scores_gemma":[0.000017032338,0.000047269437,0.0003998356,0.000012903497,0.000007920872,0.000011597924,0.00002479912,0.9983407,0.00035657373,0.00030704576,0.0004657138,0.000008470248],"about_ca_topic_score_codex":0.019875884,"about_ca_topic_score_gemma":0.011933905,"teacher_disagreement_score":0.019875884,"about_ca_system_score_codex":0.00082618324,"about_ca_system_score_gemma":0.0007693714,"threshold_uncertainty_score":0.039520383},"labels":[],"label_agreement":null},{"id":"W2904614221","doi":"","title":"INTEGRATING WAVE AND TIDAL CURRENT POWER: Case Studies Through Modelling and Simulation","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada)","funders":"","keywords":"Marine energy; Tidal power; Renewable energy; Wave power; Work (physics); Energy current; Resource (disambiguation); Current (fluid); Environmental science; Meteorology; Environmental resource management; Energy (signal processing); Computer science; Engineering; Marine engineering; Geography; Electrical engineering; Mechanical engineering; Physics","score_opus":0.050719878549104626,"score_gpt":0.2586749123102216,"score_spread":0.207955033761117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904614221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91526324,0.0014430638,0.039908316,0.001318266,0.00010263352,0.0006598626,0.00256872,0.00037028038,0.038365617],"genre_scores_gemma":[0.966737,0.0011884808,0.025561716,0.00007008386,0.000025215564,0.00037327013,0.001144761,0.000052364143,0.0048471102],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988159,0.0005592836,0.00008306684,0.00008495015,0.0002415172,0.00021535628],"domain_scores_gemma":[0.9968804,0.0023632683,0.00018445257,0.00016984825,0.00024071886,0.00016129458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017665286,0.001160203,0.00096271455,0.0013959145,0.0012382842,0.0025167428,0.0021896502,0.0037011239,0.00395905],"category_scores_gemma":[0.00320213,0.0006263213,0.0015457136,0.0030164202,0.0011398889,0.0018959977,0.0017740881,0.0021788047,0.00036926017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012842551,0.0003894647,0.0049510463,0.00016301358,0.00004552696,0.00069214235,0.0002932225,0.9799999,0.0005641418,0.0046215616,0.0011279259,0.007023598],"study_design_scores_gemma":[0.00009639069,0.00015274709,0.0016885841,0.00005894403,0.00004251475,0.000071707145,0.0007181319,0.9901016,0.001217482,0.0023938904,0.0034168256,0.000041107793],"about_ca_topic_score_codex":0.05301978,"about_ca_topic_score_gemma":0.05189435,"teacher_disagreement_score":0.05301978,"about_ca_system_score_codex":0.0022386708,"about_ca_system_score_gemma":0.0014349718,"threshold_uncertainty_score":0.10542238},"labels":[],"label_agreement":null},{"id":"W2905606897","doi":"10.1016/j.coastaleng.2018.12.004","title":"A loading model for an OWC caisson based upon large-scale measurements","year":2018,"lang":"en","type":"article","venue":"Coastal Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università di Catania; Lembaga Pengelola Dana Pendidikan; Seconda Università degli Studi di Napoli; Queen's University; University of East Anglia; Queen's University Belfast; Università degli Studi di Napoli Federico II","keywords":"Oscillating Water Column; Caisson; Breakwater; Ceiling (cloud); Marine engineering; Surge; Energy (signal processing); Geology; Engineering; Geotechnical engineering; Mechanics; Environmental science; Wave energy converter; Structural engineering; Physics","score_opus":0.037661671702678035,"score_gpt":0.23292946046307522,"score_spread":0.1952677887603972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905606897","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3571526,0.0002761016,0.56877774,0.0009845415,0.0003253855,0.000305452,0.005192639,0.007979553,0.059006054],"genre_scores_gemma":[0.9648462,0.00016114302,0.018485982,0.00008012994,0.000024990342,0.00015141597,0.0016872569,0.00043087278,0.014132127],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99982893,0.000022129967,0.000011278643,0.000040925883,0.00006861526,0.000028045046],"domain_scores_gemma":[0.9997727,0.000057240053,0.000024627752,0.000024044108,0.000100358884,0.000020948457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021290805,0.0008971855,0.0007340659,0.00058649504,0.0007763059,0.001206942,0.0013480476,0.0020119173,0.0042674583],"category_scores_gemma":[0.0006910629,0.0005809272,0.0006426454,0.000900523,0.0003781298,0.0009443014,0.00046636214,0.00089561054,0.0019343909],"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":[0.0000143319585,0.000013112371,0.00053945504,0.00001342048,0.000004621639,0.000043635144,0.000022239346,0.994934,0.0010603628,0.00036946186,0.0005766074,0.002408684],"study_design_scores_gemma":[0.0000056943063,0.0000058773776,0.00040011454,0.000002647813,0.0000034443706,0.000006954231,0.000010523231,0.99878615,0.00025777472,0.00016236823,0.00035088634,0.000007596229],"about_ca_topic_score_codex":0.08070274,"about_ca_topic_score_gemma":0.044038508,"teacher_disagreement_score":0.08070274,"about_ca_system_score_codex":0.0011466842,"about_ca_system_score_gemma":0.0015304572,"threshold_uncertainty_score":0.16046596},"labels":[],"label_agreement":null},{"id":"W2921638989","doi":"10.1115/1.4043104","title":"Dynamic Modeling and Simulation of a Spar Floating Offshore Wind Turbine With Consideration of the Rotor Speed Variations","year":2019,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Toronto","funders":"National Renewable Energy Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Spar; Nacelle; Turbine; Rotor (electric); Aerodynamics; Offshore wind power; Marine engineering; Tower; Engineering; Mechanics; Aerospace engineering; Structural engineering; Physics; Mechanical engineering","score_opus":0.010264364978122166,"score_gpt":0.1881880191969659,"score_spread":0.17792365421884374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921638989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6085332,0.00036773024,0.3414471,0.0003757165,0.00011263952,0.00014389088,0.0007230242,0.00077295356,0.047523692],"genre_scores_gemma":[0.9841584,0.00020269016,0.008997187,0.000037640944,0.000014928332,0.0001005157,0.0002906705,0.000042484706,0.006155552],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999206,0.000019418607,0.000004368218,0.000014296361,0.000026296637,0.000014884647],"domain_scores_gemma":[0.99992,0.00002173038,0.000017990327,0.000010816924,0.000020322508,0.0000091668535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445835,0.0004528655,0.00054701325,0.00028038415,0.00047039715,0.0005872423,0.00052812137,0.00084557646,0.0018327119],"category_scores_gemma":[0.00027168693,0.0002676877,0.0005640102,0.0002410107,0.0003886874,0.00043802138,0.0004373288,0.00043367903,0.000352109],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012522843,0.00000842133,0.00030673217,0.000010389022,0.00000653186,0.000074941905,0.000017548946,0.9960246,0.0017791372,0.0006106395,0.00006950149,0.0010790015],"study_design_scores_gemma":[0.0000035797525,0.000015663223,0.00021488505,0.0000014972178,0.0000024786316,0.000011155071,0.000008561368,0.9991217,0.00025663298,0.000099590514,0.00026183212,0.0000024022668],"about_ca_topic_score_codex":0.00855374,"about_ca_topic_score_gemma":0.0046172207,"teacher_disagreement_score":0.00855374,"about_ca_system_score_codex":0.0002808703,"about_ca_system_score_gemma":0.0004911235,"threshold_uncertainty_score":0.017007887},"labels":[],"label_agreement":null},{"id":"W2937782457","doi":"10.1016/j.apenergy.2019.03.208","title":"Resource assessment parameterization impact on wave energy converter power production and mooring loads","year":2019,"lang":"en","type":"article","venue":"Applied Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mooring; Metric (unit); Wave power; Work (physics); Power (physics); Representation (politics); Fidelity; Energy (signal processing); Tension (geology); Marine engineering; Computer science; Environmental science; Engineering; Statistics; Mathematics; Telecommunications; Physics; Mechanical engineering","score_opus":0.006396852616570618,"score_gpt":0.19511392450396225,"score_spread":0.18871707188739165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937782457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581977,0.00013365924,0.0196901,0.00015394797,0.000019907051,0.00006967759,0.0012553064,0.0006301077,0.019849606],"genre_scores_gemma":[0.9956411,0.00004160237,0.0021976957,0.000016153488,0.0000019673555,0.000016600028,0.00043510375,0.000058785234,0.0015908802],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960583,0.00010073534,0.000026913747,0.00006577548,0.00013805875,0.00006262092],"domain_scores_gemma":[0.999181,0.0003835994,0.000045308305,0.000099484874,0.0002639119,0.000026658125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068159285,0.000491448,0.00035820607,0.001088062,0.00042106485,0.0014466109,0.00033620294,0.0005580473,0.0042813276],"category_scores_gemma":[0.0021411648,0.0001893361,0.0007062353,0.0009909931,0.00022555458,0.0010783487,0.0004676852,0.00034935016,0.00055950636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012155013,0.00025216545,0.041433934,0.00017922542,0.00018996457,0.00047981352,0.0001292954,0.8235833,0.046743464,0.002585331,0.0021499824,0.08105799],"study_design_scores_gemma":[0.000076279,0.00027156892,0.116232365,0.000058612888,0.00024990487,0.000117244614,0.00060064206,0.79237485,0.08311969,0.0021209617,0.0047008116,0.0000770532],"about_ca_topic_score_codex":0.016704578,"about_ca_topic_score_gemma":0.01427896,"teacher_disagreement_score":0.016704578,"about_ca_system_score_codex":0.000659279,"about_ca_system_score_gemma":0.00051994156,"threshold_uncertainty_score":0.03321469},"labels":[],"label_agreement":null},{"id":"W2941909249","doi":"10.4043/29344-ms","title":"Driving Down Cost: A Case Study of Floating Substructure for A 10MW Wind Turbine","year":2019,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Wave and Wind Energy Systems","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":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Turbine; Marine engineering; Wind power; Offshore wind power; Nacelle; Substructure; Environmental science; Engineering; Structural engineering; Aerospace engineering; Electrical engineering","score_opus":0.01285157713426619,"score_gpt":0.22752102973560348,"score_spread":0.2146694526013373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941909249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99454945,0.000027505243,0.0025850541,0.00012354874,0.000011756999,0.000052743,0.000096517,0.00003350842,0.00251992],"genre_scores_gemma":[0.9958163,0.00003203875,0.002265904,0.000016220138,0.0000035069143,0.000021062848,0.000054910077,0.000010337242,0.0017797246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995859,0.00011461378,0.000026862002,0.000050226678,0.00013538524,0.00008702409],"domain_scores_gemma":[0.9987783,0.0007514074,0.00008508957,0.00009039245,0.00015942691,0.0001353733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060340046,0.0005597595,0.0004180231,0.00048515372,0.0014023714,0.0010082576,0.0011092531,0.0019073,0.0025809016],"category_scores_gemma":[0.0015570386,0.00029578476,0.0005518169,0.0004612744,0.00064724,0.0007336701,0.00060837565,0.00069486845,0.0003794314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009551544,0.0022124674,0.06834618,0.0004633404,0.00012998121,0.052935977,0.0018347107,0.7779298,0.03862677,0.004591865,0.0039903563,0.047983464],"study_design_scores_gemma":[0.00022862697,0.0039692186,0.065736,0.00007695434,0.00011909922,0.004444229,0.008890555,0.8778913,0.026453989,0.0027666362,0.009253116,0.00017020798],"about_ca_topic_score_codex":0.01038381,"about_ca_topic_score_gemma":0.024995683,"teacher_disagreement_score":0.01038381,"about_ca_system_score_codex":0.00096047774,"about_ca_system_score_gemma":0.00059362693,"threshold_uncertainty_score":0.02064675},"labels":[],"label_agreement":null},{"id":"W2945129895","doi":"10.3390/en12101834","title":"Experimental Study of a Moored Floating Oscillating Water Column Wave-Energy Converter and of a Moored Cubic Box","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"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 Prince Edward Island","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Oscillating Water Column; Mooring; Marine engineering; Body orifice; Engineering; Amplitude; Mechanics; Energy (signal processing); Wave energy converter; Physics; Mechanical engineering","score_opus":0.00805118310595835,"score_gpt":0.18482050499907177,"score_spread":0.17676932189311342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945129895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952305,0.000027303373,0.0034431193,0.000024627217,0.000018957855,0.000044750865,0.00014255254,0.000065085864,0.0010030307],"genre_scores_gemma":[0.99127156,0.00005316819,0.006307136,0.000025488125,0.0000054927254,0.000060877752,0.00017631863,0.00001613515,0.0020839619],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969745,0.000020255591,0.000013610885,0.00009057682,0.0001308546,0.000047251368],"domain_scores_gemma":[0.99968123,0.00006971215,0.000029847566,0.00006962532,0.00008135817,0.000068288406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024077207,0.00033650434,0.00026740404,0.00022854567,0.00033270798,0.00023396958,0.0005363748,0.00049550546,0.003223443],"category_scores_gemma":[0.0004769046,0.00014431504,0.00023729767,0.00021913616,0.0004037093,0.00035004792,0.0005527336,0.0004092603,0.0003515762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006105836,0.0006038489,0.0053429366,0.00012929476,0.000015094473,0.00034117463,0.00022713652,0.0077597504,0.97060883,0.00050756685,0.00026436747,0.013589511],"study_design_scores_gemma":[0.00015533378,0.006080555,0.035545852,0.000031871466,0.00004037,0.00029811563,0.000627625,0.060337164,0.891911,0.000320657,0.0045820125,0.00006945745],"about_ca_topic_score_codex":0.0011240045,"about_ca_topic_score_gemma":0.0012576478,"teacher_disagreement_score":0.003223443,"about_ca_system_score_codex":0.0001467052,"about_ca_system_score_gemma":0.00031155453,"threshold_uncertainty_score":0.0107834935},"labels":[],"label_agreement":null},{"id":"W2948021599","doi":"10.1007/s40722-019-00134-x","title":"A fully coupled frequency domain model for floating offshore wind turbines","year":2019,"lang":"en","type":"article","venue":"Journal of Ocean Engineering and Marine Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Frequency domain; Marine engineering; Thrust; Turbine; Tower; Offshore wind power; Rotor (electric); Time domain; Wind power; Engineering; Blade pitch; Bending moment; Structural engineering; Computer science; Aerospace engineering; Mechanical engineering; Electrical engineering","score_opus":0.004953337985356668,"score_gpt":0.17104515547818697,"score_spread":0.1660918174928303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948021599","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36394703,0.0009315394,0.58792776,0.0008302878,0.00035401093,0.00014812517,0.0013904745,0.0007509619,0.043719836],"genre_scores_gemma":[0.97198945,0.00031503866,0.014681689,0.00010061043,0.000047959496,0.0001181563,0.00041738313,0.00008822305,0.012241597],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991965,0.000020128635,0.0000050412605,0.00001929038,0.000023907196,0.000011978368],"domain_scores_gemma":[0.99987376,0.000045668883,0.000020916656,0.000012556321,0.000031740765,0.000015487281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012754787,0.00054341066,0.0008058659,0.00020291265,0.0004839268,0.00077289203,0.0010690764,0.001872641,0.00238416],"category_scores_gemma":[0.0004680362,0.00051013025,0.0006716426,0.00026492044,0.0005029579,0.0008631019,0.00087999605,0.00079986145,0.0003994668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016922048,0.000011372264,0.00020331233,0.000013837715,0.000013735137,0.000070308975,0.000013103935,0.99564326,0.0011787729,0.00137358,0.00016216925,0.0012995551],"study_design_scores_gemma":[0.000008768665,0.000011652533,0.00012270195,0.0000019072354,0.000004421537,0.000008020408,0.000004719265,0.99914145,0.00008385272,0.000386566,0.00022217458,0.0000036663348],"about_ca_topic_score_codex":0.014675744,"about_ca_topic_score_gemma":0.009816137,"teacher_disagreement_score":0.014675744,"about_ca_system_score_codex":0.00032359103,"about_ca_system_score_gemma":0.0007731366,"threshold_uncertainty_score":0.029180646},"labels":[],"label_agreement":null},{"id":"W2966712375","doi":"10.1007/s11804-019-00094-6","title":"Response Characteristics of Flexible Risers in Offshore Compressed Air Energy Storage Systems","year":2019,"lang":"en","type":"article","venue":"Journal of Marine Science and Application","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Catenary; Subsea; Marine engineering; Submarine pipeline; Renewable energy; Engineering; Drilling riser; Energy storage; Marine energy; Offshore geotechnical engineering; Compressed air energy storage; Environmental science; Mechanical engineering; Structural engineering; Geotechnical engineering; Electrical engineering; Power (physics)","score_opus":0.00575570807164716,"score_gpt":0.20605963756004098,"score_spread":0.20030392948839382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966712375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901911,0.0001540683,0.005548528,0.00011026233,0.000021139094,0.000022570344,0.000110827394,0.00015442356,0.003687084],"genre_scores_gemma":[0.99947375,0.000012656641,0.00008696804,0.000007798244,0.0000013715057,0.00000271881,0.000018765659,0.000004176242,0.00039177947],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997446,0.000060865605,0.000014837131,0.00003770246,0.00008297821,0.000059093025],"domain_scores_gemma":[0.99898165,0.0006066568,0.000078396,0.000053420907,0.00023765858,0.000042143747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027301535,0.00027618237,0.0003630759,0.00029960694,0.00032639873,0.00042569768,0.0002856541,0.0004784703,0.0028781947],"category_scores_gemma":[0.0010282756,0.00010857423,0.00027386888,0.00026002896,0.00022831178,0.00028219598,0.00017599242,0.00037567722,0.0003517579],"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":[0.00987838,0.00035250862,0.01980664,0.00095029076,0.00019317592,0.0021262984,0.0014064071,0.31196,0.57008624,0.0027736921,0.0033528053,0.077113524],"study_design_scores_gemma":[0.00009631478,0.0024442817,0.032425974,0.00006984492,0.00007579759,0.0004507608,0.00094701734,0.8580283,0.10276883,0.0006206825,0.002007159,0.00006507668],"about_ca_topic_score_codex":0.002739007,"about_ca_topic_score_gemma":0.0023609689,"teacher_disagreement_score":0.0028781947,"about_ca_system_score_codex":0.00039294743,"about_ca_system_score_gemma":0.00015564688,"threshold_uncertainty_score":0.009628475},"labels":[],"label_agreement":null},{"id":"W2972864443","doi":"10.1002/we.2168","title":"Validation of a hybrid modeling approach to floating wind turbine basin testing","year":2018,"lang":"en","type":"article","venue":"Wind Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":72,"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 Prince Edward Island","funders":"","keywords":"Turbine; Aerodynamics; Marine engineering; Wind power; Engineering; Wind speed; Offshore wind power; Thrust; Simulation; Aerospace engineering; Meteorology","score_opus":0.026824191209231435,"score_gpt":0.2038830676546381,"score_spread":0.17705887644540666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972864443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7706503,0.000052736927,0.22075535,0.00009174645,0.00005180378,0.00012482777,0.0001702999,0.001201085,0.0069018346],"genre_scores_gemma":[0.98319775,0.00001468515,0.015825946,0.000010678082,0.0000023195696,0.000060792958,0.000061534854,0.000043474247,0.0007828294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995833,0.00010767967,0.000027994873,0.00005320342,0.00018300045,0.000044845714],"domain_scores_gemma":[0.99936503,0.00022337891,0.00005817747,0.00017998999,0.0001355611,0.000037893464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065258046,0.0006483124,0.00040817034,0.00037287382,0.00037167515,0.0006435559,0.0010432324,0.00066334795,0.0020076318],"category_scores_gemma":[0.00087639707,0.00032557268,0.0004191008,0.00016863154,0.0005164596,0.0007199469,0.0010018516,0.0005969247,0.00026945243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018219095,0.00018807707,0.0032378386,0.000073108364,0.00003662706,0.00016116598,0.00012510772,0.90849847,0.06764004,0.002228136,0.0002603205,0.017368926],"study_design_scores_gemma":[0.00001930518,0.00019710955,0.0006204587,0.0000045476463,0.000005617308,0.00001735051,0.000018254435,0.98350626,0.014890704,0.00029839788,0.0004106629,0.000011398162],"about_ca_topic_score_codex":0.0031213537,"about_ca_topic_score_gemma":0.0022777803,"teacher_disagreement_score":0.0031213537,"about_ca_system_score_codex":0.0004183889,"about_ca_system_score_gemma":0.0005730095,"threshold_uncertainty_score":0.006716192},"labels":[],"label_agreement":null},{"id":"W2980154854","doi":"10.1109/ccece.2019.8861931","title":"Evaluation of Unsteady Wave Influence on Tidal Stream and Mitigation Strategy","year":2019,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tidal power; Marine energy; Stream power; Power (physics); Environmental science; Marine engineering; Wave power; Energy (signal processing); Work (physics); Reduction (mathematics); Wind wave; Meteorology; Electric power system; Geology; Oceanography; Engineering; Erosion; Physics","score_opus":0.019025960551247945,"score_gpt":0.22684030229863036,"score_spread":0.20781434174738242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980154854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98828363,0.000116221134,0.006638822,0.00004227358,0.000017056109,0.00004776402,0.00011377264,0.000055009197,0.0046854164],"genre_scores_gemma":[0.99817073,0.000046901736,0.0010523716,0.000004757688,0.000002446326,0.000011021636,0.00005807094,0.0000055843902,0.0006480454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998037,0.00004241982,0.000011108112,0.000023966351,0.00007303803,0.000045779274],"domain_scores_gemma":[0.9992034,0.00038809804,0.00006881302,0.00003828341,0.00025691203,0.000044494278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047291303,0.00030670385,0.00025055485,0.00040733343,0.00016005793,0.00047246876,0.00017254605,0.0002755346,0.0017761895],"category_scores_gemma":[0.0013002106,0.000077650795,0.0002793526,0.00023401398,0.00016894085,0.0003365913,0.00019771594,0.00024416763,0.00016914104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020739604,0.0010604355,0.08701595,0.0005119734,0.00016958006,0.00078214955,0.00021245755,0.6416371,0.13911544,0.0024570916,0.0011270678,0.1238367],"study_design_scores_gemma":[0.000053211264,0.004515751,0.1253451,0.00003189877,0.00017750084,0.00008440464,0.000615879,0.8051476,0.062138464,0.00053744495,0.0013151896,0.000037626607],"about_ca_topic_score_codex":0.0027554557,"about_ca_topic_score_gemma":0.0027288988,"teacher_disagreement_score":0.0027554557,"about_ca_system_score_codex":0.00028729884,"about_ca_system_score_gemma":0.00028138276,"threshold_uncertainty_score":0.0059419274},"labels":[],"label_agreement":null},{"id":"W2982197854","doi":"10.3390/jmse7110379","title":"Ocean Energy Systems Wave Energy Modelling Task: Modelling, Verification and Validation of Wave Energy Converters","year":2019,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"National Renewable Energy Laboratory; Sandia National Laboratories; Energistyrelsen; National Nuclear Security Administration; Energiteknologisk udviklings- og demonstrationsprogram; Office of Energy Efficiency; Water Power Technologies Office; Wind Energy Technologies Office; Science Foundation Ireland; Engineering and Physical Sciences Research Council; Energimyndigheten; Energi-, Forsynings- og Klimaministeriet; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Froude number; Nonlinear system; Wind wave; Computer science; Energy (signal processing); Code (set theory); Power (physics); Simulation; Marine engineering; Flow (mathematics); Mechanics; Engineering; Physics","score_opus":0.011586840505226932,"score_gpt":0.16535481401672422,"score_spread":0.1537679735114973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982197854","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.302163,0.00063468947,0.63349015,0.0018588437,0.00060110964,0.002049262,0.013292513,0.007474523,0.038435932],"genre_scores_gemma":[0.71732956,0.0004719543,0.24724394,0.00023227646,0.00007760101,0.001436588,0.019817144,0.0021410875,0.011249867],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962441,0.0009132475,0.00021163581,0.00028861797,0.0021261687,0.00021623165],"domain_scores_gemma":[0.9925148,0.0015947116,0.00035538027,0.0020980989,0.0031923961,0.00024457186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007950456,0.0008507339,0.00088111917,0.0007070916,0.00088984345,0.0016495247,0.00141417,0.0012337608,0.0031471697],"category_scores_gemma":[0.010631655,0.00042116377,0.0009539666,0.00067956984,0.0008085469,0.0014105398,0.0019615365,0.001598604,0.00149302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051080296,0.00047985127,0.0098209735,0.00057916535,0.00013786215,0.00021517578,0.00035141222,0.825358,0.033226166,0.012296605,0.016482212,0.100541785],"study_design_scores_gemma":[0.00030145602,0.00044330352,0.0053367773,0.00014654947,0.00004515895,0.00007801421,0.00012804856,0.90778315,0.054798372,0.0042318897,0.0266381,0.00006925855],"about_ca_topic_score_codex":0.011814707,"about_ca_topic_score_gemma":0.005166302,"teacher_disagreement_score":0.011814707,"about_ca_system_score_codex":0.001112715,"about_ca_system_score_gemma":0.0061628846,"threshold_uncertainty_score":0.042046547},"labels":[],"label_agreement":null},{"id":"W2990596443","doi":"10.1115/omae2019-96307","title":"Estimating Second Order Wave Drift Forces and Moments for Calculating DP Capability Plots","year":2019,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Dynamic Systems Analysis (Canada); Memorial University of Newfoundland","funders":"","keywords":"Moment (physics); Wind wave; Hull; Aerodynamic force; Mechanics; Surge; Aerodynamics; Method of moments (probability theory); Response amplitude operator; Wave height; Physics; Marine engineering; Classical mechanics; Meteorology; Engineering; Mathematics","score_opus":0.011090597327882007,"score_gpt":0.21133315484234141,"score_spread":0.2002425575144594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990596443","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33997276,0.00028469178,0.6485021,0.00003902791,0.000039416846,0.0001161723,0.0015372969,0.0034172153,0.006091349],"genre_scores_gemma":[0.8884239,0.00012419812,0.10904251,0.0000049424675,0.000009096651,0.00008296371,0.00073995115,0.00021646637,0.0013558812],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997956,0.000030654028,0.000015083242,0.0000234604,0.000112011185,0.000023087032],"domain_scores_gemma":[0.9984676,0.00093290757,0.00017107025,0.000093047696,0.00029714924,0.00003820877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034399275,0.00066921714,0.0002631771,0.0032199274,0.00020941554,0.00059149635,0.00038339756,0.000332655,0.003618569],"category_scores_gemma":[0.0033635935,0.0001807685,0.00036567278,0.0015135435,0.00013800844,0.0006401321,0.00032259454,0.0003489604,0.00089073327],"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":[0.0004021138,0.00007962434,0.034546126,0.00043358703,0.00004908209,0.00035731503,0.00040080593,0.3890897,0.061886657,0.004376878,0.0025145167,0.5058636],"study_design_scores_gemma":[0.000012647793,0.00012333857,0.028738305,0.000034833396,0.000012010235,0.00013022157,0.0001237722,0.9413419,0.026025942,0.0010358947,0.0023849027,0.000036214267],"about_ca_topic_score_codex":0.0045222174,"about_ca_topic_score_gemma":0.0036358067,"teacher_disagreement_score":0.0045222174,"about_ca_system_score_codex":0.0002526753,"about_ca_system_score_gemma":0.00030549217,"threshold_uncertainty_score":0.012105346},"labels":[],"label_agreement":null},{"id":"W2998917702","doi":"10.1016/j.oceaneng.2019.106879","title":"On establishing generalized analytical phase control conditions in two body self-reacting point absorber wave energy converters","year":2020,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wave energy converter; Power (physics); Converters; Hierarchy; Topology (electrical circuits); Energy (signal processing); Set (abstract data type); Architecture; Point (geometry); Electronic engineering; Computer science; Control theory (sociology); Control (management); Engineering; Control engineering; Electrical engineering; Mathematics; Physics; Geometry; Artificial intelligence","score_opus":0.009656487059355016,"score_gpt":0.22029606369925134,"score_spread":0.21063957663989633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998917702","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015107498,0.00026495586,0.96293086,0.00015424495,0.0001340745,0.00010119876,0.000056333007,0.0001094707,0.021141391],"genre_scores_gemma":[0.8713073,0.0012453363,0.10730741,0.00029039057,0.0002123939,0.00035660755,0.00018168989,0.00024027385,0.018858576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996728,0.000100686855,0.000020008729,0.00006352348,0.000107559776,0.00003545132],"domain_scores_gemma":[0.9991185,0.00046554842,0.0000678511,0.000043550364,0.00027831664,0.000026141426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011176389,0.0011727308,0.0007386351,0.00083306566,0.0005943128,0.0013969924,0.00074146595,0.0007396977,0.0045306855],"category_scores_gemma":[0.0033297117,0.00025211772,0.00059867935,0.0005452254,0.0013087796,0.001488084,0.0015074636,0.0012830928,0.000498233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018851362,0.00012204434,0.0003125989,0.0005175329,0.000046646597,0.0004012856,0.0006408726,0.34391263,0.025853414,0.5737259,0.0031749906,0.051103592],"study_design_scores_gemma":[0.000016317135,0.00006832828,0.00013869525,0.000029036722,0.000013726261,0.000037945098,0.000086633256,0.9128385,0.0031088581,0.08142989,0.0022147729,0.000017158889],"about_ca_topic_score_codex":0.0020035964,"about_ca_topic_score_gemma":0.002039704,"teacher_disagreement_score":0.0045306855,"about_ca_system_score_codex":0.00058642577,"about_ca_system_score_gemma":0.00065354485,"threshold_uncertainty_score":0.015156686},"labels":[],"label_agreement":null},{"id":"W3007825895","doi":"10.1007/s40868-020-00073-5","title":"Experimental studies and time-domain simulation of a hinged-type wave energy converter in regular waves","year":2020,"lang":"en","type":"article","venue":"Marine Systems & Ocean Technology","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuator (electronics); Damper; Time domain; Truss; Energy (signal processing); Lagrange multiplier; Engineering; Acoustics; Structural engineering; Computer science; Physics; Optics","score_opus":0.013456237792744796,"score_gpt":0.21296159004160048,"score_spread":0.19950535224885568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007825895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815563,0.000051561845,0.013900772,0.00007762741,0.00003237687,0.000053706106,0.00022900153,0.00017290509,0.003925668],"genre_scores_gemma":[0.996847,0.000036058664,0.0023168232,0.000005607725,0.0000025007243,0.000017055892,0.0000734167,0.0000099561685,0.0006915866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998801,0.00001539314,0.0000071705554,0.000019075216,0.00005437196,0.00002392988],"domain_scores_gemma":[0.9994955,0.00023506304,0.00004017667,0.00008980016,0.00010090979,0.000038498714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003157143,0.00027500239,0.0003371776,0.00021968887,0.00037823062,0.00046532546,0.0006845656,0.0005285597,0.0027239164],"category_scores_gemma":[0.0007748119,0.00017357012,0.00029764758,0.00026774334,0.0005584385,0.00054410123,0.00023757071,0.00047522175,0.00028661324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021266595,0.0025130569,0.0109522445,0.0004283025,0.0000615279,0.0009648633,0.0004858008,0.49401453,0.45023793,0.006685561,0.0018139033,0.029715504],"study_design_scores_gemma":[0.00010621841,0.0009897274,0.005042197,0.000013827496,0.000020337357,0.0001055453,0.00021306692,0.87491554,0.116898194,0.0006233897,0.0010418949,0.00003010058],"about_ca_topic_score_codex":0.0018761507,"about_ca_topic_score_gemma":0.0012757271,"teacher_disagreement_score":0.0027239164,"about_ca_system_score_codex":0.00028451713,"about_ca_system_score_gemma":0.00032793367,"threshold_uncertainty_score":0.009112358},"labels":[],"label_agreement":null},{"id":"W3011214940","doi":"10.1016/0967-0653(96)87542-9","title":"10.1016/0967-0653(96)87542-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Oscillating Water Column; Free surface; Mechanics; Surface (topology); Galerkin method; Forcing (mathematics); Turbine; Waves and shallow water; Surface wave; Integral equation; Physics; Scattering; Power (physics); Mathematical analysis; Mathematics; Geometry; Optics; Thermodynamics","score_opus":0.004803150114693794,"score_gpt":0.14330433468475376,"score_spread":0.13850118457005997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011214940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009980839,0.0009731007,0.0017570556,0.00050165603,0.0005391035,0.000109406625,0.0006958252,0.0008324419,0.9935933],"genre_scores_gemma":[0.00148029,0.00059965183,0.00096553,0.000321849,0.00009570997,0.00006680569,0.0005555987,0.00021353124,0.99570113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993513,0.000058285576,0.00006644352,0.00021018086,0.00017616875,0.00013752772],"domain_scores_gemma":[0.9987966,0.00029927748,0.000077747696,0.00018383155,0.0003142656,0.00032828382],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001073044,0.002021377,0.0013023186,0.002155224,0.0016905891,0.0040006964,0.0027922648,0.0045744395,0.97761655],"category_scores_gemma":[0.0009672679,0.0008817599,0.001224193,0.0021836793,0.0019249208,0.004072539,0.0029955504,0.0019300835,0.98135626],"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":[0.00038634075,0.00026274662,0.0010725354,0.00072868547,0.000057423713,0.0005644048,0.0001553578,0.0008426889,0.0054899696,0.0106885135,0.26112393,0.7186274],"study_design_scores_gemma":[0.000037886133,0.00009893378,0.0005744332,0.00031225197,0.000015750347,0.0004896889,0.00013183216,0.00039336912,0.00056502176,0.0012377725,0.9961195,0.000023609553],"about_ca_topic_score_codex":0.0021413942,"about_ca_topic_score_gemma":0.0024196866,"teacher_disagreement_score":0.022383451,"about_ca_system_score_codex":0.0009351622,"about_ca_system_score_gemma":0.0007078282,"threshold_uncertainty_score":0.03192717},"labels":[],"label_agreement":null},{"id":"W3014378131","doi":"10.3390/w12040992","title":"Efficiency and Survivability of a Floating Oscillating Water Column Wave Energy Converter Moored to the Seabed: An Overview of the EsflOWC MaRINET2 Database","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"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 Prince Edward Island","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Oscillating Water Column; Mooring; Wave flume; Flume; Marine engineering; Wave height; Engineering; Wave loading; Submarine pipeline; Geology; Wave energy converter; Breaking wave; Geotechnical engineering; Mechanics; Energy (signal processing); Flow (mathematics); Wave propagation; Physics","score_opus":0.0435797803055289,"score_gpt":0.2174706678189309,"score_spread":0.173890887513402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014378131","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42557567,0.0063620345,0.014152275,0.00030295074,0.00012300999,0.00025663155,0.5283415,0.0029835408,0.021902442],"genre_scores_gemma":[0.20486167,0.0029440725,0.0105011845,0.00009588337,0.000059224894,0.00023134585,0.77751887,0.0005219693,0.0032658272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862635,0.000084049614,0.0001875319,0.00027565644,0.00071743235,0.000109018874],"domain_scores_gemma":[0.99723345,0.00072271586,0.00033659543,0.0005617955,0.0009982481,0.0001472298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014167629,0.0015000429,0.0011880384,0.005514078,0.00037032695,0.0014293254,0.0019156192,0.00090267416,0.0029708743],"category_scores_gemma":[0.0044440613,0.00032535146,0.0017304561,0.00500392,0.00028393453,0.0013903785,0.0010930217,0.0004293472,0.0018444932],"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":[0.0023415054,0.0007275281,0.263173,0.0044799913,0.0020390276,0.0007952057,0.00030214415,0.22859295,0.010177916,0.005520143,0.17029415,0.31155637],"study_design_scores_gemma":[0.00028977107,0.0009350081,0.35330942,0.00096927345,0.0007947397,0.0012573482,0.00068489613,0.3583528,0.02323183,0.006277853,0.25345707,0.000439948],"about_ca_topic_score_codex":0.022784924,"about_ca_topic_score_gemma":0.01755655,"teacher_disagreement_score":0.022784924,"about_ca_system_score_codex":0.00097627967,"about_ca_system_score_gemma":0.00076489715,"threshold_uncertainty_score":0.045304596},"labels":[],"label_agreement":null},{"id":"W3015259851","doi":"","title":"DP Vessel Passive Quick Release Contingency Mooring Systems","year":2012,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Marine engineering; Mooring; Computer science; Environmental science; Engineering","score_opus":0.011145067082268556,"score_gpt":0.19471078867342967,"score_spread":0.1835657215911611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015259851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42610845,0.000550211,0.24944139,0.0011763042,0.0009820599,0.00071234343,0.0041839485,0.018208252,0.2986371],"genre_scores_gemma":[0.9450803,0.00009978665,0.0113064265,0.00010997709,0.0000979199,0.000100869845,0.0012171532,0.000113053145,0.041874573],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976283,0.000043575834,0.0000093824965,0.000045704855,0.0000878784,0.00005068256],"domain_scores_gemma":[0.999658,0.000040982544,0.00003606189,0.00011161532,0.00009033576,0.00006295198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020758182,0.0003712297,0.00025590393,0.0004439231,0.0005844365,0.00062309275,0.0008987345,0.00039656047,0.023709213],"category_scores_gemma":[0.00054909434,0.00014324278,0.0001510961,0.00035182582,0.00016825217,0.00055068533,0.0010057827,0.0006052159,0.003740545],"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":[0.0021794087,0.00032736963,0.009933285,0.00035210405,0.00009639935,0.0005880222,0.00033290125,0.058784403,0.08092985,0.01299914,0.081240214,0.75223684],"study_design_scores_gemma":[0.00101662,0.0050088465,0.050314967,0.00011413564,0.00019942185,0.0013441625,0.00068385573,0.54138255,0.06429462,0.00883561,0.32666236,0.0001428223],"about_ca_topic_score_codex":0.0020948001,"about_ca_topic_score_gemma":0.0032277098,"teacher_disagreement_score":0.023709213,"about_ca_system_score_codex":0.00032221831,"about_ca_system_score_gemma":0.00040871624,"threshold_uncertainty_score":0.079315186},"labels":[],"label_agreement":null},{"id":"W3022428109","doi":"","title":"On mooring line tension and fatigue prediction for offshore vertical axis wind turbines: a comparison of lumped-mass and quasi-static approaches","year":2017,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Vertical axis; Marine engineering; Tension (geology); Offshore wind power; Submarine pipeline; Mooring; Wind power; Horizontal axis; Geology; Line (geometry); Structural engineering; Engineering; Mathematics; Geometry; Physics; Geotechnical engineering; Compression (physics); Engineering drawing; Electrical engineering","score_opus":0.04990907769078658,"score_gpt":0.22083101769988175,"score_spread":0.17092194000909516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022428109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7559031,0.00070325355,0.23658398,0.00015377361,0.000032102784,0.00006945717,0.00020125143,0.0005677074,0.0057852417],"genre_scores_gemma":[0.9914886,0.00023316171,0.007053015,0.000011876995,0.0000074160425,0.000029308956,0.000076182914,0.000032130705,0.0010684063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991524,0.000028741799,0.0000054286697,0.000014242341,0.000027199243,0.000009053794],"domain_scores_gemma":[0.9997191,0.00015772786,0.00003976516,0.000031356434,0.000039901002,0.000012080914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337896,0.00052308146,0.00050750934,0.00039566227,0.00022635407,0.00047296082,0.00057467417,0.0008181616,0.0011796515],"category_scores_gemma":[0.0006348932,0.00026887478,0.0006015971,0.00026222883,0.00032079397,0.00055189524,0.0004154924,0.00031277502,0.0002151762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004551623,0.000046538862,0.001531486,0.00006409691,0.000017309574,0.000068795394,0.000034235716,0.9810238,0.0048678517,0.00035550282,0.00006507587,0.011879804],"study_design_scores_gemma":[0.0000035401713,0.000035239605,0.0006606712,0.0000035855996,0.0000034191946,0.000006026504,0.0000075557296,0.99865144,0.0004929904,0.00007525307,0.000057273548,0.0000030204721],"about_ca_topic_score_codex":0.0082102325,"about_ca_topic_score_gemma":0.0064567076,"teacher_disagreement_score":0.0082102325,"about_ca_system_score_codex":0.0003025618,"about_ca_system_score_gemma":0.0002701382,"threshold_uncertainty_score":0.016324878},"labels":[],"label_agreement":null},{"id":"W3022555818","doi":"","title":"Frequency Response Tuning For a Two-Body Heaving Wave Energy Converter","year":2008,"lang":"en","type":"article","venue":"The Eighteenth International Offshore and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Acoustics; Energy (signal processing); Physics; Frequency response; Wave energy converter; Computer science; Electrical engineering; Engineering","score_opus":0.019556236098068107,"score_gpt":0.21088708896744254,"score_spread":0.19133085286937443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022555818","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42818546,0.00026539367,0.53335196,0.00039645834,0.00018537008,0.00015123205,0.00006512423,0.0012330113,0.03616595],"genre_scores_gemma":[0.97500944,0.000041390456,0.01929186,0.00007292133,0.00001112614,0.000027325088,0.000020883926,0.000042955777,0.005482079],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997892,0.00003818127,0.000011094315,0.00003728976,0.00009905904,0.000025208135],"domain_scores_gemma":[0.99978703,0.00008225944,0.000013435914,0.000032108182,0.00006677111,0.000018380188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002492746,0.00026548104,0.0002893244,0.0003133418,0.00041785178,0.00056657265,0.00039880723,0.00062823977,0.0061287847],"category_scores_gemma":[0.00040400034,0.00015038748,0.00014825434,0.00015619698,0.00021949541,0.00031331042,0.00035066504,0.00031151768,0.001064164],"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":[0.0011577752,0.00019421108,0.0016749589,0.0002356523,0.00004169801,0.0003587658,0.00040559293,0.01211314,0.83775353,0.0052118246,0.0010330938,0.13981973],"study_design_scores_gemma":[0.0003498959,0.001552939,0.0068845297,0.00009336255,0.00007597686,0.0016368277,0.00030063448,0.43750104,0.5298712,0.0028926383,0.018749317,0.00009164043],"about_ca_topic_score_codex":0.00027686654,"about_ca_topic_score_gemma":0.00030236942,"teacher_disagreement_score":0.0061287847,"about_ca_system_score_codex":0.00014655016,"about_ca_system_score_gemma":0.00013191612,"threshold_uncertainty_score":0.020502865},"labels":[],"label_agreement":null},{"id":"W3025580440","doi":"","title":"Numerical Simulation of the Transmission of Nonlinear Waves Through Single And Multiple Floating Structures","year":2006,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Martec (Canada)","funders":"","keywords":"Nonlinear system; Transmission (telecommunications); Computer simulation; Computer science; Physics; Telecommunications; Simulation","score_opus":0.011446073713387092,"score_gpt":0.20712012452197032,"score_spread":0.19567405080858322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025580440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537929,0.00019514663,0.026907094,0.00030404725,0.00007535212,0.000031557785,0.00012078129,0.000099834964,0.018473221],"genre_scores_gemma":[0.9950889,0.000059287457,0.0028364337,0.000012123667,0.0000065568643,0.000011364046,0.000032691907,0.00001094622,0.0019417729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998747,0.000023879189,0.0000053223876,0.000013994195,0.000049334507,0.00003274673],"domain_scores_gemma":[0.9990947,0.0005558763,0.00011010801,0.00005189813,0.00011815626,0.00006935868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028914903,0.00036479207,0.0005398145,0.00042210973,0.00053799176,0.00062526384,0.0006752898,0.0012064931,0.0020888667],"category_scores_gemma":[0.001843211,0.0003166014,0.00041848878,0.00044877545,0.0010006002,0.0007826049,0.00046048322,0.00070368004,0.0001369231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007325606,0.00004542291,0.00063319376,0.00002189191,0.000012022003,0.000105756764,0.000052820295,0.99225074,0.0025289543,0.0024952183,0.00014426824,0.0016364394],"study_design_scores_gemma":[0.00001136489,0.000023296348,0.00020106786,0.00000190641,0.0000029218284,0.000012489487,0.00001665839,0.99903107,0.00039609114,0.00023890178,0.000060273665,0.000004075787],"about_ca_topic_score_codex":0.00844401,"about_ca_topic_score_gemma":0.0040950105,"teacher_disagreement_score":0.00844401,"about_ca_system_score_codex":0.0006702659,"about_ca_system_score_gemma":0.000525977,"threshold_uncertainty_score":0.016789734},"labels":[],"label_agreement":null},{"id":"W3082367939","doi":"10.1016/j.oceaneng.2020.107909","title":"Wind-wave coupling effects on the fatigue damage of tendons for a 10 MW multi-body floating wind turbine","year":2020,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; European Regional Development Fund; National Renewable Energy Laboratory; International Energy Agency; CANDU Owners Group; National Natural Science Foundation of China; Danmarks Tekniske Universitet; Royal Society; Delhi Technological University; Horizon 2020; Foundation for Angelman Syndrome Therapeutics","keywords":"Coupling (piping); Turbine; Tension (geology); Marine engineering; Structural engineering; Engineering; Materials science; Mechanical engineering; Composite material","score_opus":0.028807387565175792,"score_gpt":0.2106386559812627,"score_spread":0.1818312684160869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082367939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894387,0.000040971783,0.00056932674,0.000014627691,0.0000039594574,0.00000332522,0.000033233828,0.000013459079,0.00037727182],"genre_scores_gemma":[0.9996232,0.000016508611,0.00010281098,0.0000031790528,6.0334986e-7,0.0000013635877,0.000019271609,0.000002606741,0.00023050571],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990356,0.000010901479,0.000008288743,0.0000144295855,0.00003400527,0.000028747303],"domain_scores_gemma":[0.9993387,0.0003425378,0.00008527773,0.000042727872,0.00013072844,0.00005998819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022826192,0.00021320222,0.0002696827,0.00039424605,0.00038098163,0.00018694131,0.00032536295,0.0006745829,0.0024846084],"category_scores_gemma":[0.00091798673,0.00022222092,0.00040886548,0.00020104786,0.00032070314,0.0003143906,0.00023939203,0.0003093209,0.00023038611],"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":[0.0043041855,0.00056885165,0.036257613,0.00032232804,0.00012934601,0.0041975705,0.0005134503,0.37676802,0.5355794,0.00046234194,0.0010470758,0.039849833],"study_design_scores_gemma":[0.0000856826,0.0037819,0.29798242,0.000044105705,0.0001844153,0.0012078477,0.0005767737,0.57160544,0.12364534,0.00025144173,0.0005546369,0.000079969075],"about_ca_topic_score_codex":0.0036924533,"about_ca_topic_score_gemma":0.0050901184,"teacher_disagreement_score":0.0036924533,"about_ca_system_score_codex":0.00025995585,"about_ca_system_score_gemma":0.00016662355,"threshold_uncertainty_score":0.008311868},"labels":[],"label_agreement":null},{"id":"W3086572979","doi":"","title":"Wave resource variability: Impacts on wave power supply over regional to international scales","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Welsh; Government (linguistics); Work (physics); Research council; Resource (disambiguation); Political science; Energy supply; Regional science; Power (physics); Business; Environmental resource management; Economic growth; Geography; Engineering; Economics; Energy (signal processing); Computer science","score_opus":0.038015984616609357,"score_gpt":0.24639019963043496,"score_spread":0.2083742150138256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086572979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863729,0.0002016561,0.004013787,0.0003926473,0.000011649403,0.00001077592,0.00040228787,0.000028188075,0.008566041],"genre_scores_gemma":[0.99918205,0.00009188003,0.0002203379,0.000012264873,0.0000060830394,0.0000027325998,0.00009058306,0.000007041136,0.0003870633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998692,0.000035035293,0.000010015826,0.000026565342,0.000031405914,0.00002785362],"domain_scores_gemma":[0.9993887,0.0002751632,0.00015982706,0.000045263267,0.000100966674,0.000030062423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028584857,0.00012705903,0.00019715249,0.00044539885,0.00021625665,0.00089989265,0.00014765841,0.00023118926,0.0018061677],"category_scores_gemma":[0.0015241157,0.000105046725,0.00028080065,0.0010443726,0.00026300125,0.0007314152,0.00055478973,0.00029343858,0.00017211538],"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":[0.00038719137,0.00013331599,0.7410317,0.000116753974,0.00031152362,0.0012408659,0.00059799047,0.15467343,0.011032903,0.010302432,0.0018493504,0.07832252],"study_design_scores_gemma":[0.00001487775,0.0000906119,0.864348,0.000028987113,0.000089102345,0.00018761064,0.0015645401,0.12509574,0.0018488617,0.0040635997,0.0026437277,0.000024287361],"about_ca_topic_score_codex":0.005909175,"about_ca_topic_score_gemma":0.00866254,"teacher_disagreement_score":0.005909175,"about_ca_system_score_codex":0.00025377455,"about_ca_system_score_gemma":0.00019334511,"threshold_uncertainty_score":0.011749566},"labels":[],"label_agreement":null},{"id":"W3091214966","doi":"","title":"Experimental Study of Wave Force Coefficients of Rectangle Cross-Section Submerged Floating Tunnel","year":2020,"lang":"en","type":"article","venue":"The 30th International Ocean and Polar Engineering Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Section (typography); Rectangle; Cross section (physics); Geometry; Geology; Mathematics; Mechanics; Physics; Computer science","score_opus":0.02781883743383155,"score_gpt":0.23283958838881705,"score_spread":0.2050207509549855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091214966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813265,0.00001503736,0.0013902087,0.000006217813,0.000004987384,0.0000043716577,0.00006121441,0.00001646847,0.0003688738],"genre_scores_gemma":[0.9989089,0.000015825346,0.0006584682,0.0000022696568,0.0000011803776,0.0000037010395,0.00005052239,0.0000036083231,0.0003556212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998579,0.000013187722,0.00000616476,0.00002766838,0.00005867163,0.000036389418],"domain_scores_gemma":[0.9993554,0.00017014655,0.0000710205,0.00007028902,0.00024853545,0.00008464739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599048,0.00029082442,0.00019799174,0.0001710529,0.00034205726,0.00014582128,0.00036572354,0.00030794088,0.0019170685],"category_scores_gemma":[0.0005223311,0.00016204595,0.00015627965,0.00019279652,0.00033406133,0.00033651412,0.00020976087,0.0002887094,0.00012935855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065271556,0.00026052535,0.0044323537,0.000043485536,0.000007672002,0.00013749437,0.00014009632,0.0040452443,0.9857912,0.00030173114,0.000115687384,0.0040718173],"study_design_scores_gemma":[0.0001596231,0.005183412,0.09314556,0.000025819663,0.000057630717,0.0004247768,0.00073231064,0.08771939,0.81109446,0.00027825494,0.0011046383,0.00007411401],"about_ca_topic_score_codex":0.0014911615,"about_ca_topic_score_gemma":0.0012925749,"teacher_disagreement_score":0.0019170685,"about_ca_system_score_codex":0.00012229955,"about_ca_system_score_gemma":0.0002811843,"threshold_uncertainty_score":0.0064132214},"labels":[],"label_agreement":null},{"id":"W3114743387","doi":"10.18280/ijdne.150613","title":"Numerical Analysis of the Influence of Geometry on a Large Scale Onshore Oscillating Water Column Device with Associated Seabed Ramp","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Oscillating Water Column; Mechanics; Volume of fluid method; Geometry; Laminar flow; Volume (thermodynamics); Finite volume method; Constructal law; Momentum (technical analysis); Flow (mathematics); Power (physics); Physics; Mathematics; Thermodynamics; Heat transfer","score_opus":0.006827992415173783,"score_gpt":0.2139466567779671,"score_spread":0.2071186643627933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114743387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92030734,0.00038803363,0.067367464,0.0001497763,0.00006202821,0.00005478404,0.0001298662,0.00016717392,0.011373585],"genre_scores_gemma":[0.9915622,0.00006701468,0.0074587655,0.000008860742,0.0000028048996,0.00001947495,0.00002193902,0.0000066000157,0.00085241423],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998859,0.000017564907,0.000004162457,0.000019901598,0.00004864974,0.000023814346],"domain_scores_gemma":[0.9998254,0.000081553415,0.000036327558,0.000019033725,0.00002522456,0.000012378939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016215122,0.0002640608,0.00026211984,0.00016727526,0.0002457722,0.00043402248,0.00034367267,0.0003774668,0.0013994303],"category_scores_gemma":[0.00040026137,0.00013697286,0.00023950754,0.0001344054,0.000360014,0.00018703884,0.00030398808,0.00015100508,0.000107512555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016460975,0.0000694683,0.0035271985,0.0002741533,0.000028114018,0.0004814609,0.00008756593,0.8775924,0.09888471,0.0015832842,0.00038876923,0.016918343],"study_design_scores_gemma":[0.00001375514,0.00025699267,0.002241092,0.000009351314,0.000019334506,0.00007290979,0.00008262203,0.98556316,0.010606583,0.00021096322,0.0009099607,0.00001326447],"about_ca_topic_score_codex":0.0015748236,"about_ca_topic_score_gemma":0.0022893199,"teacher_disagreement_score":0.0015748236,"about_ca_system_score_codex":0.00030700196,"about_ca_system_score_gemma":0.00030459935,"threshold_uncertainty_score":0.0046815276},"labels":[],"label_agreement":null},{"id":"W3155618108","doi":"10.3389/fmars.2021.628148","title":"Cost-Benefit Analysis of a Hybrid Biophysical Approach to Wave Energy Extraction: Bio-Oscillator","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Wave and Wind Energy Systems","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":false,"ca_institutions":"University of British Columbia","funders":"Ministry of Business, Innovation and Employment; European Commission; Ministerio de Ciencia e Innovación; National Institute of Water and Atmospheric Research","keywords":"Biofouling; Mooring; Marine energy; Marine engineering; Renewable energy; Environmental science; Computer science; Biochemical engineering; Engineering","score_opus":0.014115106030876026,"score_gpt":0.21892887727395977,"score_spread":0.20481377124308375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155618108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3159591,0.004962794,0.5861322,0.0015406508,0.00017849778,0.0015070771,0.0012639704,0.00036624912,0.08808931],"genre_scores_gemma":[0.93644583,0.0012614281,0.050218135,0.0001758309,0.000031261643,0.0005419579,0.00022500784,0.0000675676,0.011032917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987722,0.0005717544,0.00002303342,0.000107247055,0.00037097168,0.00015485019],"domain_scores_gemma":[0.9980698,0.0014428969,0.000124575,0.000107190644,0.00020488279,0.000050695606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025564157,0.001344206,0.0008744939,0.0014682987,0.00039169475,0.002377869,0.0013664387,0.0015249265,0.008827123],"category_scores_gemma":[0.0033297117,0.0006055428,0.0015924863,0.0009740323,0.0007786757,0.0018068013,0.001059097,0.0012481379,0.0006297733],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052409526,0.0001822185,0.0014910876,0.000417948,0.00016759128,0.00017439888,0.00003454763,0.9213265,0.007560177,0.023490809,0.0008143562,0.043816224],"study_design_scores_gemma":[0.00010962241,0.0017755113,0.0022571543,0.0001252154,0.00041652142,0.00024324738,0.00015795731,0.9698089,0.0051890863,0.012873236,0.006964497,0.00007901952],"about_ca_topic_score_codex":0.0027671077,"about_ca_topic_score_gemma":0.003087212,"teacher_disagreement_score":0.008827123,"about_ca_system_score_codex":0.0025718794,"about_ca_system_score_gemma":0.0016356674,"threshold_uncertainty_score":0.029529631},"labels":[],"label_agreement":null},{"id":"W3158092848","doi":"10.1049/rpg2.12192","title":"Rotors for wave energy conversion—Practice and possibilities","year":2021,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; European Commission","keywords":"Energy transformation; Energy (signal processing); Computer science; Nuclear engineering; Environmental science; Physics; Engineering; Thermodynamics","score_opus":0.016099071815837005,"score_gpt":0.20973246515135885,"score_spread":0.19363339333552185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158092848","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003870925,0.94878215,0.02327745,0.0022437372,0.00092377723,0.000029064817,0.000026898257,0.00006670946,0.020779235],"genre_scores_gemma":[0.07014167,0.9022285,0.017971449,0.0009359719,0.0009866827,0.00009032158,0.000051580475,0.00003274692,0.007561094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994331,0.00018938303,0.00004595583,0.00010133667,0.00019253901,0.000037658014],"domain_scores_gemma":[0.99956495,0.00026943092,0.000039871913,0.000038657166,0.00007296273,0.0000141481005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012533948,0.0005873809,0.00081878825,0.0010808356,0.00037981354,0.002253842,0.00074960425,0.001542996,0.0032999811],"category_scores_gemma":[0.00087030855,0.0003818512,0.0005332105,0.0009317252,0.0018436611,0.0024834198,0.0009114528,0.0016026923,0.0016406315],"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":[0.00011263375,0.0001594104,0.00029809744,0.009908231,0.00007247645,0.0003877049,0.0004329808,0.003323011,0.022726437,0.40481827,0.008030196,0.54973054],"study_design_scores_gemma":[0.000026655396,0.00044709665,0.00044678233,0.0036556222,0.000046452646,0.00096876913,0.00035361073,0.0022093728,0.012401652,0.08339603,0.8959861,0.00006184133],"about_ca_topic_score_codex":0.00022683412,"about_ca_topic_score_gemma":0.00021231713,"teacher_disagreement_score":0.0032999811,"about_ca_system_score_codex":0.00043553172,"about_ca_system_score_gemma":0.00045164634,"threshold_uncertainty_score":0.011039555},"labels":[],"label_agreement":null},{"id":"W3214257903","doi":"10.1115/imece2001/de-23227","title":"Robust Stability and Dynamic Analysis of a Special Type of Floating Offshore Structure","year":2001,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Catenary; Nonlinear system; Ordinary differential equation; Stability (learning theory); Control theory (sociology); Type (biology); Parametric statistics; Mathematics; Function (biology); Applied mathematics; Differential equation; Mathematical analysis; Computer science; Physics; Geometry","score_opus":0.019270963302776653,"score_gpt":0.21244697917497182,"score_spread":0.19317601587219518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214257903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5685053,0.0002903218,0.4182041,0.00018359309,0.000031505195,0.000025823516,0.00009349648,0.00017364649,0.0124921575],"genre_scores_gemma":[0.99645907,0.000037564438,0.0023821492,0.000005790889,0.0000056305425,0.000009056932,0.000032024167,0.0000046351684,0.001064103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993,0.00001209783,0.0000025695472,0.00001666537,0.00002431953,0.000014230875],"domain_scores_gemma":[0.9998983,0.000017487053,0.000038364335,0.000014098988,0.000023440398,0.000008182997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019395092,0.0003169529,0.00042662493,0.00025850034,0.00021400403,0.00045791615,0.0005136352,0.00050923805,0.0009789887],"category_scores_gemma":[0.00033888538,0.00014915189,0.00049794937,0.000110906054,0.0004670566,0.00024816123,0.00043899784,0.00025389314,0.00015606626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044379667,0.0000128515385,0.00075312867,0.000027360717,0.0000477341,0.00027622754,0.00003179461,0.9562225,0.019594016,0.018304704,0.0002459078,0.004439391],"study_design_scores_gemma":[0.0000032689056,0.000023837301,0.00029928415,0.0000015837936,0.0000035179137,0.000021424263,0.00000515216,0.997801,0.00047040312,0.0011807091,0.0001867226,0.000003029385],"about_ca_topic_score_codex":0.0032673061,"about_ca_topic_score_gemma":0.0015632936,"teacher_disagreement_score":0.0032673061,"about_ca_system_score_codex":0.00039761714,"about_ca_system_score_gemma":0.00017526279,"threshold_uncertainty_score":0.0064966083},"labels":[],"label_agreement":null},{"id":"W4200518284","doi":"10.18280/mmep.080607","title":"CFD-FEM Modeling of a Floating Foundation under Extreme Hydrodynamic Forces Generated by Low Sea States","year":2021,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Militar Nueva Granada","keywords":"Computational fluid dynamics; Finite element method; Submarine pipeline; Marine engineering; Sea state; Foundation (evidence); Current (fluid); Geology; Meteorology; Engineering; Oceanography; Structural engineering; Environmental science; Physics; Aerospace engineering; Geography","score_opus":0.021946275377226588,"score_gpt":0.1873405553323145,"score_spread":0.1653942799550879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200518284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8313208,0.0005844435,0.120710164,0.00036923948,0.00012340269,0.00009053139,0.00073970226,0.00035516356,0.045706544],"genre_scores_gemma":[0.9910336,0.00019793496,0.0045696595,0.00001729162,0.000008824338,0.00003448817,0.00010845775,0.00001703411,0.0040125814],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998952,0.000015555232,0.0000067369087,0.000018307157,0.000031124007,0.000033052183],"domain_scores_gemma":[0.9998915,0.000042953307,0.000017202678,0.0000074744735,0.00002489833,0.000015946454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016673272,0.00044478488,0.00036724543,0.0005418453,0.00064919377,0.0008806449,0.00050085457,0.0011243225,0.0020452002],"category_scores_gemma":[0.00041982776,0.00028407504,0.00053737446,0.00037171802,0.00066580356,0.00035739903,0.0005028347,0.0003564393,0.0002776564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003616822,0.000018467264,0.0022485876,0.000031340445,0.0000080973505,0.00033034166,0.00006772094,0.98743266,0.004208098,0.001318711,0.00021651857,0.00408326],"study_design_scores_gemma":[0.0000038957155,0.000015201532,0.0010724069,0.0000075696207,0.0000042261104,0.000028703997,0.000049129914,0.99790895,0.0004211275,0.00017278794,0.0003093104,0.000006701032],"about_ca_topic_score_codex":0.024625665,"about_ca_topic_score_gemma":0.012995684,"teacher_disagreement_score":0.024625665,"about_ca_system_score_codex":0.00042988552,"about_ca_system_score_gemma":0.0008610282,"threshold_uncertainty_score":0.04896462},"labels":[],"label_agreement":null},{"id":"W4210580496","doi":"10.11606/t.3.2021.tde-03022022-120253","title":"A slender-body approach for computing second-order wave forces in seakeeping simulations of floating offshore wind turbines.","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seakeeping; Marine engineering; Offshore wind power; Engineering; Submarine pipeline; Aerospace engineering; Geology; Computer science; Hull; Turbine; Geotechnical engineering","score_opus":0.019889155196748047,"score_gpt":0.24407958696727333,"score_spread":0.22419043177052528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210580496","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06773739,0.000381314,0.9131399,0.0002661716,0.00018625738,0.0001280927,0.00029628418,0.00071060716,0.017153976],"genre_scores_gemma":[0.5418044,0.0005996029,0.43876985,0.00023984423,0.00010131324,0.00057112833,0.0008197358,0.0005809189,0.016513169],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998609,0.00003519877,0.0000077738005,0.00001508575,0.000059778245,0.00002127215],"domain_scores_gemma":[0.9996995,0.00013236477,0.000036939065,0.000026928028,0.00007025047,0.00003415445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333813,0.00055336196,0.00054274854,0.00043288973,0.00060818397,0.00085080037,0.0010469641,0.0011702217,0.003835884],"category_scores_gemma":[0.0012409141,0.0004321107,0.00066524505,0.00036907874,0.00046995765,0.00066316937,0.00085893006,0.0011204729,0.0009335486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004086415,0.000049076603,0.0010396193,0.00007239562,0.00003664286,0.00010812562,0.000108147586,0.9683746,0.00479633,0.011707145,0.0009680739,0.0126988515],"study_design_scores_gemma":[0.0000041542116,0.000010982132,0.000054933083,0.0000042906695,0.0000016578754,0.000008571593,0.000012702749,0.9978157,0.00034206614,0.00076004304,0.0009822282,0.0000025762595],"about_ca_topic_score_codex":0.0059574703,"about_ca_topic_score_gemma":0.006660698,"teacher_disagreement_score":0.0059574703,"about_ca_system_score_codex":0.00038109533,"about_ca_system_score_gemma":0.00093266304,"threshold_uncertainty_score":0.012832344},"labels":[],"label_agreement":null},{"id":"W4214623784","doi":"10.1016/j.oceaneng.2022.110910","title":"Experimental analysis of an enhanced design of float with inverted cup for wave energy conversion","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Baffle; Reciprocating motion; Float (project management); Marine engineering; Electricity generation; Materials science; Environmental science; Engineering; Power (physics); Mechanical engineering; Physics","score_opus":0.011479774913423888,"score_gpt":0.1824524190790428,"score_spread":0.17097264416561891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214623784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926384,0.0002324269,0.06658407,0.00011049214,0.0001371558,0.0002315119,0.0002430388,0.00043183003,0.005645494],"genre_scores_gemma":[0.98098445,0.000045907353,0.017175533,0.000018364455,0.000009823234,0.00007467334,0.00008939599,0.000020886799,0.001580993],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973816,0.000043206597,0.000009307174,0.00005308657,0.00011398294,0.000042367432],"domain_scores_gemma":[0.9994023,0.00009238737,0.00006616842,0.00008106861,0.0003013145,0.00005685316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039139332,0.00044669484,0.00036056392,0.00041003586,0.0004890423,0.00041328577,0.0010279964,0.00061955105,0.0024094721],"category_scores_gemma":[0.0005553134,0.00017354563,0.00029921412,0.00019479104,0.00025217398,0.00035793692,0.00024624952,0.0002165866,0.0003346105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022799682,0.0010298834,0.007624366,0.00069249613,0.00010415787,0.00033632532,0.00025770278,0.05450659,0.85026765,0.0027677082,0.002238304,0.077894844],"study_design_scores_gemma":[0.00034668078,0.009364086,0.021756241,0.0000462402,0.0002396884,0.000324096,0.00020244307,0.4121998,0.5442025,0.00032517308,0.010888955,0.00010405176],"about_ca_topic_score_codex":0.0020486582,"about_ca_topic_score_gemma":0.0019778823,"teacher_disagreement_score":0.0024094721,"about_ca_system_score_codex":0.0003537907,"about_ca_system_score_gemma":0.00049273134,"threshold_uncertainty_score":0.008060455},"labels":[],"label_agreement":null},{"id":"W4238064867","doi":"10.24908/iqurcp.7977","title":"Producing Electricity from Oceanic Waves","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Renewable energy; Electricity; Electricity generation; Generator (circuit theory); Marine energy; Ideal (ethics); Wind wave; Marine engineering; Electric generator; Computer science; Energy transformation; Grid; Environmental science; Electrical engineering; Automotive engineering; Telecommunications; Power (physics); Engineering; Geology; Physics; Oceanography","score_opus":0.09279100793254252,"score_gpt":0.33161459602662696,"score_spread":0.23882358809408444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238064867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70322806,0.0007942836,0.09890381,0.001118962,0.0002267451,0.0003793169,0.00020644236,0.00026240482,0.19487996],"genre_scores_gemma":[0.9645649,0.0006969082,0.019433534,0.000083578874,0.000025494373,0.00011549591,0.00009802647,0.000029279745,0.014952713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980134,0.000035180565,0.000007198314,0.000020401065,0.00010946352,0.000026511276],"domain_scores_gemma":[0.99982244,0.00008221035,0.0000199867,0.000022301605,0.000040021292,0.0000130521275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020578204,0.00017981991,0.00015037342,0.0002409907,0.00040674405,0.00071954087,0.00032648837,0.0003193357,0.0050255493],"category_scores_gemma":[0.00059534295,0.00010996524,0.00018333232,0.00022200744,0.00047007372,0.00088416727,0.000781655,0.00027913827,0.0009638053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010253032,0.00033243673,0.010585279,0.0012780369,0.0000451933,0.0032729353,0.0009899545,0.022469513,0.5936811,0.08656785,0.004684951,0.27506736],"study_design_scores_gemma":[0.00044522953,0.0057944003,0.017297754,0.00037200603,0.00013514487,0.0032627664,0.003910791,0.08265946,0.6111277,0.038351096,0.23651177,0.00013198052],"about_ca_topic_score_codex":0.00032097168,"about_ca_topic_score_gemma":0.00044228422,"teacher_disagreement_score":0.0050255493,"about_ca_system_score_codex":0.00017430367,"about_ca_system_score_gemma":0.00028995844,"threshold_uncertainty_score":0.016812086},"labels":[],"label_agreement":null},{"id":"W4245104511","doi":"10.2495/afm06043","title":"Second-order wave loads on offshore structures using the Weber’s transform method","year":2006,"lang":"en","type":"article","venue":"WIT transactions on engineering sciences","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hankel transform; Kernel (algebra); Diffraction; Cylinder; Order (exchange); Monochromatic color; Mathematical analysis; Plane (geometry); Velocity potential; Monochromatic electromagnetic plane wave; Integral transform; Mathematics; Geometry; Mechanics; Bessel function; Physics; Classical mechanics; Optics; Pure mathematics","score_opus":0.01742889773247809,"score_gpt":0.23003921299807986,"score_spread":0.21261031526560176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245104511","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07852213,0.00020207975,0.8954401,0.00015614083,0.00007581865,0.00006319113,0.000080180114,0.00026907647,0.025191247],"genre_scores_gemma":[0.7525621,0.00089171476,0.20411167,0.00006510155,0.00009441384,0.00013843871,0.00016704774,0.0003787558,0.041590855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998696,0.000016897464,0.0000051212814,0.00000970176,0.000080418955,0.000018208106],"domain_scores_gemma":[0.9998504,0.0000589969,0.000015547355,0.000015593714,0.000046199835,0.000013267171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024885213,0.00056203076,0.0004339406,0.00084308605,0.00032792895,0.00089030946,0.00053554366,0.0004942403,0.0033768981],"category_scores_gemma":[0.0007112236,0.00024627533,0.00044821308,0.00077981513,0.00059785595,0.0011963892,0.0005283633,0.00056488084,0.00067331374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006469294,0.00010370657,0.0010466662,0.00015789976,0.000025401181,0.0006339918,0.0002943784,0.51629394,0.030584909,0.34423986,0.0016856266,0.10486896],"study_design_scores_gemma":[0.000007494457,0.00001406231,0.00020803319,0.00000791198,0.0000030729657,0.00006498248,0.000030260813,0.98151994,0.0035436458,0.012999058,0.001592428,0.000009067896],"about_ca_topic_score_codex":0.0030902147,"about_ca_topic_score_gemma":0.0042531006,"teacher_disagreement_score":0.0033768981,"about_ca_system_score_codex":0.0006041802,"about_ca_system_score_gemma":0.0011053403,"threshold_uncertainty_score":0.011296868},"labels":[],"label_agreement":null},{"id":"W4280528375","doi":"10.1016/j.oceaneng.2022.111541","title":"Coupled CFD-MBD numerical modeling of a mechanically coupled WEC array","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Computational fluid dynamics; Solver; Mooring; Marine engineering; Fluid–structure interaction; Wave tank; Power (physics); Engineering; Simulation; Mechanics; Aerospace engineering; Mechanical engineering; Computer science; Structural engineering; Physics; Finite element method","score_opus":0.008532055504345345,"score_gpt":0.17800752596818756,"score_spread":0.1694754704638422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280528375","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43085864,0.00073535636,0.48786834,0.00096777437,0.00026834803,0.00029017,0.0016516439,0.0009259561,0.0764338],"genre_scores_gemma":[0.93715036,0.00037860195,0.04261222,0.00020556433,0.000038462473,0.00046086815,0.0005930444,0.00012771804,0.018433187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977165,0.000039765884,0.0000104786495,0.000050348626,0.000081024285,0.000046680736],"domain_scores_gemma":[0.9997613,0.000090578884,0.00003395581,0.000023638764,0.00005894828,0.00003157342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022161513,0.00065336865,0.0006175393,0.00045328398,0.00068038155,0.0010409416,0.0010387131,0.0019315281,0.0032127392],"category_scores_gemma":[0.00076723896,0.00044591582,0.00076994865,0.00043075436,0.000920532,0.00063771644,0.0011698495,0.0007037799,0.0004930767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021858887,0.000016378015,0.00086140144,0.000023048471,0.000011160042,0.00009657672,0.00003710118,0.99200296,0.0035302,0.0017283964,0.00020665671,0.0014642156],"study_design_scores_gemma":[0.0000056925674,0.000009630299,0.00025110497,0.000003611762,0.000003118044,0.00001234799,0.000013921975,0.99855727,0.00039133808,0.00028799902,0.0004574763,0.000006448691],"about_ca_topic_score_codex":0.0126779005,"about_ca_topic_score_gemma":0.0055846,"teacher_disagreement_score":0.0126779005,"about_ca_system_score_codex":0.0007836299,"about_ca_system_score_gemma":0.0012169615,"threshold_uncertainty_score":0.025208235},"labels":[],"label_agreement":null},{"id":"W4282944854","doi":"10.33564/ijeast.2022.v07i01.012","title":"ENERGY GENERATION SYSTEM USING OSCILLATING WATER COLUMN CONCEPT","year":2022,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Oscillating Water Column; Turbine; Marine energy; Renewable energy; Electricity generation; Water column; Energy (signal processing); Wave power; Wind wave; Environmental science; Energy transformation; Power (physics); Column (typography); Tidal power; Wells turbine; Electric potential energy; Marine engineering; Ram air turbine; Torque; Engineering; Mechanical engineering; Electrical engineering; Geology; Turbine blade; Physics; Wave energy converter; Oceanography","score_opus":0.01851122643933075,"score_gpt":0.18016916951032214,"score_spread":0.16165794307099138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282944854","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21448627,0.0019250779,0.6914315,0.00063998747,0.00040645624,0.0005249293,0.00116449,0.0026830258,0.086738154],"genre_scores_gemma":[0.9612874,0.0005680464,0.024639368,0.00006452337,0.00003613852,0.00013607745,0.00023527775,0.000028431803,0.013004708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991715,0.000009901783,0.000005716951,0.000022581351,0.000034718225,0.00000992133],"domain_scores_gemma":[0.9999583,0.000008428119,0.000005024574,0.0000031282905,0.00002083844,0.000004317325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007077824,0.00028270308,0.00028036328,0.00026321324,0.0004376088,0.000710098,0.0005736254,0.0002944584,0.005287575],"category_scores_gemma":[0.00009309967,0.00011315149,0.00022993513,0.00041220197,0.0002066982,0.00042179436,0.00030131103,0.00025044213,0.00075557985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004724186,0.000242459,0.0063800085,0.00083472644,0.00011180093,0.0019500569,0.00037027657,0.35942286,0.2409272,0.054262176,0.017023353,0.3180027],"study_design_scores_gemma":[0.000076840064,0.00041327908,0.0019373345,0.000054303087,0.00005949473,0.00051171513,0.00013177573,0.9283138,0.030457802,0.007824446,0.030170595,0.000048767208],"about_ca_topic_score_codex":0.0025151228,"about_ca_topic_score_gemma":0.0029757568,"teacher_disagreement_score":0.005287575,"about_ca_system_score_codex":0.00034492224,"about_ca_system_score_gemma":0.00037507122,"threshold_uncertainty_score":0.017688751},"labels":[],"label_agreement":null},{"id":"W4283028521","doi":"10.1007/978-981-19-0511-7_31","title":"Wave Loading on Bridges: A State-Of-The-Art Review","year":2022,"lang":"en","type":"review","venue":"Lecture notes in civil engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Slamming; Bridge (graph theory); Wave loading; Engineering; Storm surge; Storm; Structural engineering; Forensic engineering; Civil engineering; Geotechnical engineering; Marine engineering; Geology; Submarine pipeline","score_opus":0.026970157038020075,"score_gpt":0.23935991050658362,"score_spread":0.21238975346856354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283028521","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000104617124,0.99926966,0.00006887746,0.00013348284,0.00011929138,0.000004876736,0.000034230987,0.000004278296,0.0002606928],"genre_scores_gemma":[0.00037885117,0.99926966,0.0000746342,0.000078270445,0.00009104814,0.0000032323326,0.000026458973,9.785176e-7,0.000076952245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995679,0.000062538114,0.000100050616,0.00008605898,0.00014303147,0.00004043999],"domain_scores_gemma":[0.9980223,0.0012188199,0.0003047576,0.000032813372,0.0003509445,0.00007026471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012450857,0.0011354197,0.0027430675,0.0032124582,0.0002595811,0.0016064077,0.0015074492,0.0014468617,0.005515634],"category_scores_gemma":[0.0025172194,0.0005181775,0.0011220408,0.0041167173,0.00047411365,0.0018689523,0.00090814003,0.001060745,0.0018210185],"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":[0.0001445193,0.0000840878,0.0003459493,0.10176481,0.00030053183,0.000119750286,0.00006413323,0.00039968343,0.0010528145,0.0016389143,0.025363596,0.86872137],"study_design_scores_gemma":[0.00006777947,0.00035867462,0.0028241368,0.042044226,0.0017478572,0.0010783928,0.00022562259,0.00026584434,0.0009934366,0.0020811101,0.94823366,0.00007921095],"about_ca_topic_score_codex":0.001320428,"about_ca_topic_score_gemma":0.0028661923,"teacher_disagreement_score":0.005515634,"about_ca_system_score_codex":0.00041154787,"about_ca_system_score_gemma":0.0018684783,"threshold_uncertainty_score":0.018451631},"labels":[],"label_agreement":null},{"id":"W4294168589","doi":"10.3390/su141710912","title":"Linear Permanent Magnet Vernier Generators for Wave Energy Applications: Analysis, Challenges, and Opportunities","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Vernier scale; Magnet; Renewable energy; Computer science; Power (physics); Energy (signal processing); Electronic engineering; Engineering; Mechanical engineering; Electrical engineering; Physics; Optics","score_opus":0.030493287045474014,"score_gpt":0.22570707114839306,"score_spread":0.19521378410291904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294168589","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18130793,0.052534632,0.6999548,0.0022009618,0.0005051429,0.00019246359,0.00019345859,0.0010299506,0.062080584],"genre_scores_gemma":[0.9005271,0.018409284,0.0677388,0.00012467238,0.00022371521,0.000078045676,0.00017047882,0.00007682206,0.012651149],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998753,0.00002384043,0.0000057137363,0.000015725676,0.00007027945,0.000009078895],"domain_scores_gemma":[0.9998299,0.00006935651,0.000028572858,0.00001936455,0.000044350334,0.000008396257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002886835,0.00032363142,0.00025082208,0.0004606617,0.00015939449,0.00066518196,0.00046362402,0.00046099993,0.0024831153],"category_scores_gemma":[0.0004237306,0.00017518092,0.0002591533,0.00049309124,0.00034720942,0.0010795796,0.000221144,0.00038914045,0.00057131186],"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":[0.00025546466,0.00010693326,0.0029295136,0.002046279,0.00005324226,0.00075682544,0.00029356423,0.074900515,0.2389468,0.06411895,0.0056939474,0.6098979],"study_design_scores_gemma":[0.00006448003,0.0018244513,0.007045982,0.00038345347,0.00014043965,0.0023429254,0.00041773394,0.63443816,0.13451119,0.031368155,0.1873542,0.00010884031],"about_ca_topic_score_codex":0.00012886904,"about_ca_topic_score_gemma":0.00026512158,"teacher_disagreement_score":0.0024831153,"about_ca_system_score_codex":0.00019334807,"about_ca_system_score_gemma":0.00016213994,"threshold_uncertainty_score":0.0083069205},"labels":[],"label_agreement":null},{"id":"W4311711331","doi":"10.1016/j.jfluidstructs.2022.103812","title":"Predicting hydrodynamic forces on heave plates using a data-driven modelling architecture","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Resources Canada","keywords":"Nonlinear system; Drag; Work (physics); Fictitious force; Acceleration; Added mass; Inertial frame of reference; Block (permutation group theory); Hysteresis; Mechanics; Structural engineering; Engineering; Physics; Acoustics; Geometry; Classical mechanics; Mathematics; Mechanical engineering; Vibration","score_opus":0.02204251463085695,"score_gpt":0.2269307591737823,"score_spread":0.20488824454292537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311711331","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43561593,0.00011102598,0.5518681,0.00028804538,0.00010517564,0.00015421708,0.00056465104,0.0047373744,0.0065555135],"genre_scores_gemma":[0.95133656,0.000054297812,0.0460976,0.00003634441,0.000013223241,0.00008834443,0.000323794,0.00012198299,0.0019278143],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999039,0.0000124968,0.0000073333713,0.000022896962,0.00003611623,0.000017199545],"domain_scores_gemma":[0.9996494,0.00012450674,0.000032768407,0.000051779425,0.00010288155,0.000038644437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022226732,0.00079966895,0.0006058274,0.00040049193,0.0004953879,0.00094929256,0.0013756205,0.0010236079,0.0027427424],"category_scores_gemma":[0.00076170755,0.00067421235,0.0006720085,0.00031006755,0.00051981024,0.0008462504,0.0008098257,0.0007977909,0.0005238201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038230843,0.000047683716,0.0009108037,0.00001532265,0.000011265098,0.000028908313,0.000019792822,0.98907334,0.003084973,0.00040189247,0.00014134592,0.0062264223],"study_design_scores_gemma":[0.0000024445762,0.0000050033423,0.000054441833,4.6330462e-7,9.715325e-7,0.0000013926438,0.000001924987,0.9994068,0.00041533847,0.000073698226,0.00003596845,0.0000015644914],"about_ca_topic_score_codex":0.015836112,"about_ca_topic_score_gemma":0.014067979,"teacher_disagreement_score":0.015836112,"about_ca_system_score_codex":0.00062318845,"about_ca_system_score_gemma":0.0012005223,"threshold_uncertainty_score":0.031487882},"labels":[],"label_agreement":null},{"id":"W4311857689","doi":"10.29169/1927-5129.2022.18.11","title":"An Overview of the Oscillating Water Column (OWC) Technologies: Issues and Challenges","year":2022,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Oscillating Water Column; Wave energy converter; Marine energy; Converters; Electricity; Wave power; Energy transformation; Energy (signal processing); Current (fluid); Column (typography); Wind wave; Power (physics); Mains electricity; Computer science; Environmental science; Engineering; Telecommunications; Renewable energy; Oceanography; Electrical engineering; Geology; Physics","score_opus":0.06285068308019702,"score_gpt":0.2601487985336726,"score_spread":0.1972981154534756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311857689","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017121491,0.9656007,0.0104882,0.0018208306,0.0008190129,0.000035456393,0.000087185166,0.000053979635,0.019382503],"genre_scores_gemma":[0.009832316,0.97563136,0.007224648,0.0005421515,0.00068697176,0.000037496633,0.00012688675,0.000016927563,0.005901291],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995716,0.00006225419,0.000049023092,0.000072301926,0.00020552322,0.000039273007],"domain_scores_gemma":[0.9994217,0.0002663488,0.0000552063,0.000020957286,0.00020643603,0.000029423512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076591497,0.0006753374,0.0006233945,0.0020983964,0.00044700896,0.0018828766,0.0007611746,0.0012865927,0.0042881593],"category_scores_gemma":[0.00080054614,0.00040779036,0.0005345927,0.0025939026,0.000443815,0.002708878,0.0006773353,0.0013081371,0.0019807685],"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":[0.00007071537,0.00010741146,0.0006829217,0.013778155,0.000038906674,0.00028907158,0.00018912993,0.002609041,0.0085957,0.05245658,0.023361122,0.89782125],"study_design_scores_gemma":[0.0000034823372,0.00018597083,0.00081291026,0.003101788,0.000048039637,0.00087796024,0.00028860066,0.0016468224,0.0034216873,0.011567908,0.97800523,0.00003957992],"about_ca_topic_score_codex":0.0012010576,"about_ca_topic_score_gemma":0.0013615076,"teacher_disagreement_score":0.0042881593,"about_ca_system_score_codex":0.0006929576,"about_ca_system_score_gemma":0.0011453584,"threshold_uncertainty_score":0.014345348},"labels":[],"label_agreement":null},{"id":"W4313209340","doi":"10.3390/su142416595","title":"Modelling of a Wave Energy Converter Impact on Coastal Erosion, a Case Study for Palm Beach-Azur, Algeria","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Coastal erosion; Erosion; Environmental science; Context (archaeology); Fossil fuel; Greenhouse gas; Nuclear power; Sediment; Energy development; Sustainability; Deposition (geology); Global warming; Marine energy; Environmental engineering; Environmental protection; Oceanography; Climate change; Geology; Waste management; Engineering; Ecology; Geomorphology","score_opus":0.021379001497355353,"score_gpt":0.24579631330313717,"score_spread":0.2244173118057818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313209340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988079,0.00029605566,0.0032477141,0.00029397145,0.00002844804,0.0000516627,0.0006763152,0.00006871297,0.007258122],"genre_scores_gemma":[0.9950014,0.00021113892,0.001882392,0.000024506806,0.0000062936824,0.00003931028,0.00027208938,0.00001411664,0.0025487156],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998783,0.000029244107,0.000010216911,0.000020196578,0.00001917272,0.000042825002],"domain_scores_gemma":[0.9997017,0.00015955816,0.000029938492,0.000015556789,0.000060439936,0.00003281991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029377223,0.0007254598,0.00065547205,0.00058649504,0.00083335774,0.0017784357,0.000839246,0.0022307795,0.0030777026],"category_scores_gemma":[0.00064215803,0.0004026756,0.0010812321,0.00054036867,0.00055879995,0.00045598563,0.00070201117,0.00077127,0.00022205446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001309124,0.00019974326,0.0146926865,0.000120500874,0.000061114,0.0014859473,0.00009331801,0.9770165,0.00199639,0.0007011959,0.0005228123,0.0029788567],"study_design_scores_gemma":[0.00006179928,0.00011613729,0.011022478,0.000030697458,0.000052614992,0.000100728575,0.0006451494,0.98578936,0.00086416805,0.00033374905,0.00096119277,0.000021920583],"about_ca_topic_score_codex":0.11567374,"about_ca_topic_score_gemma":0.07437842,"teacher_disagreement_score":0.11567374,"about_ca_system_score_codex":0.0009940559,"about_ca_system_score_gemma":0.0009629531,"threshold_uncertainty_score":0.23000091},"labels":[],"label_agreement":null},{"id":"W4319338726","doi":"10.1109/tste.2023.3243030","title":"Adaptive Fault-Tolerant Control for a 2-Body Point Absorber Wave Energy Converter Against Actuator Faults: An Iterative Learning Control Approach","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Japan Society for the Promotion of Science; National Natural Science Foundation of China","keywords":"Iterative learning control; Control theory (sociology); Actuator; Lyapunov function; Adaptive control; Iterative method; Fault (geology); Computer science; Tracking error; Control engineering; Engineering; Algorithm; Artificial intelligence; Control (management)","score_opus":0.01030962868129473,"score_gpt":0.203112899762216,"score_spread":0.19280327108092127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319338726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042744633,0.00020244891,0.9539493,0.000117103424,0.000037075235,0.000038613005,0.000007697285,0.00016261503,0.0027404493],"genre_scores_gemma":[0.9751022,0.00014788982,0.02288534,0.00005281171,0.000025483287,0.00007753925,0.000016585644,0.000008805948,0.0016834126],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997242,0.00004378923,0.000016988493,0.000078481506,0.00009677227,0.00003972655],"domain_scores_gemma":[0.9997261,0.00008716705,0.000066974935,0.000023026807,0.00008435872,0.000012376553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000397251,0.0005533572,0.00044946582,0.00023527014,0.00030647675,0.0005822334,0.00079026615,0.0006543894,0.000822614],"category_scores_gemma":[0.00074426015,0.00013322322,0.00036031753,0.00022039718,0.00048877177,0.00047483933,0.00053997297,0.0005455454,0.000102102014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010332206,0.0000529017,0.0008903339,0.00014716557,0.000055221204,0.00019003745,0.00027669148,0.8838306,0.02746946,0.015188845,0.00045241741,0.07134303],"study_design_scores_gemma":[0.000006970932,0.00006473085,0.0001117713,0.000003823874,0.000006202435,0.00002122116,0.000008545837,0.9969459,0.001662865,0.0008497369,0.00031401854,0.000004279907],"about_ca_topic_score_codex":0.0025208893,"about_ca_topic_score_gemma":0.0012350542,"teacher_disagreement_score":0.0025208893,"about_ca_system_score_codex":0.00036130234,"about_ca_system_score_gemma":0.00044239263,"threshold_uncertainty_score":0.005012512},"labels":[],"label_agreement":null},{"id":"W4320518188","doi":"10.5281/zenodo.6603133","title":"20 Fun Facts About Wfi","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","score_opus":0.024282855545714188,"score_gpt":0.20068166424465111,"score_spread":0.17639880869893693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320518188","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005272073,0.004836817,0.00058472675,0.04113547,0.007445209,0.000024576653,0.00054195424,0.00015369685,0.9447504],"genre_scores_gemma":[0.011838917,0.0059137004,0.0006730126,0.02442345,0.005089054,0.00006221726,0.0006852924,0.00017106131,0.95114326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919313,0.00010551105,0.000040817526,0.00015636648,0.00027810657,0.00022602057],"domain_scores_gemma":[0.9993291,0.00015735779,0.000040542684,0.00011136927,0.0002213031,0.00014042058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009037796,0.00058483914,0.00028746406,0.0017117212,0.004384264,0.0057480196,0.0010009044,0.004530272,0.25149694],"category_scores_gemma":[0.0041215955,0.00024667673,0.0004810058,0.0021168059,0.0021850616,0.006167901,0.0027543972,0.0048899213,0.091828756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014253762,0.00001087897,0.000245776,0.000047392838,0.0000025242637,0.00016468187,0.0003077804,0.000023633756,0.000053625892,0.083245635,0.8512306,0.06465316],"study_design_scores_gemma":[8.933068e-7,0.0000010168121,0.00008894025,0.000038025762,4.7595753e-7,0.00006584489,0.00006055113,0.000005202809,0.000010957877,0.002060679,0.99766576,0.0000016278019],"about_ca_topic_score_codex":0.016177543,"about_ca_topic_score_gemma":0.023128776,"teacher_disagreement_score":0.25149694,"about_ca_system_score_codex":0.0031143138,"about_ca_system_score_gemma":0.0024186852,"threshold_uncertainty_score":0.8413411},"labels":[],"label_agreement":null},{"id":"W4321505266","doi":"10.23977/jeeem.2023.060102","title":"Multi-objective optimization method based on regarding the high power research","year":2023,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Renewable energy; Float (project management); Energy transformation; Power (physics); Computer science; Wave power; Electricity generation; Process engineering; Engineering; Electrical engineering; Systems engineering; Physics","score_opus":0.01390346391411955,"score_gpt":0.26162589595149455,"score_spread":0.24772243203737498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321505266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006607728,0.0009652603,0.98408777,0.00020798156,0.00016057842,0.00008857873,0.00006310016,0.00020374829,0.007615206],"genre_scores_gemma":[0.49833325,0.0020914245,0.47808436,0.0004557943,0.0002929386,0.0011177111,0.00053929107,0.00022300752,0.018862253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996081,0.00014916871,0.000022219747,0.00007349056,0.00011163392,0.00003539839],"domain_scores_gemma":[0.9996637,0.00018626208,0.000031519856,0.000012745831,0.00009179676,0.000014105577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084978796,0.001391297,0.001268159,0.0006635,0.00046031905,0.001059367,0.0010088048,0.0011164561,0.0049880124],"category_scores_gemma":[0.0011470688,0.00041746895,0.00088950986,0.0008357952,0.0004542161,0.00076759554,0.0007125044,0.0011225871,0.00069438224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003865127,0.000059610516,0.00037181663,0.00025521155,0.000101592945,0.000057029363,0.000036637517,0.9388881,0.0012580428,0.008008386,0.0020866394,0.048838325],"study_design_scores_gemma":[0.00001070902,0.000033266417,0.00008215272,0.000015358537,0.000010557289,0.000009208055,0.000007540322,0.99698573,0.00018609861,0.0013322026,0.0013226429,0.0000046579853],"about_ca_topic_score_codex":0.0042314953,"about_ca_topic_score_gemma":0.003221556,"teacher_disagreement_score":0.0049880124,"about_ca_system_score_codex":0.0004955454,"about_ca_system_score_gemma":0.0011330951,"threshold_uncertainty_score":0.016686559},"labels":[],"label_agreement":null},{"id":"W4377990276","doi":"10.1016/j.energy.2023.127930","title":"Wave power extraction by Multi-Salter's duck WECs arrayed on the floating offshore wind turbine platform","year":2023,"lang":"en","type":"article","venue":"Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Offshore wind power; Marine engineering; Turbine; Wave energy converter; Wave power; Power (physics); Wind power; Wind wave; Submarine pipeline; Wave height; Engineering; Energy (signal processing); Wave tank; Environmental science; Electrical engineering; Meteorology; Physics; Geology; Aerospace engineering; Mechanics; Geotechnical engineering; Oceanography","score_opus":0.02582160108542259,"score_gpt":0.22192876179664084,"score_spread":0.19610716071121825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377990276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94187564,0.00017193845,0.049331702,0.0002060937,0.00016612005,0.000047558442,0.0001594234,0.00033085854,0.007710668],"genre_scores_gemma":[0.9824545,0.00006567514,0.011850904,0.000038850798,0.00001577551,0.000022056693,0.000052266005,0.00001728722,0.005482743],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998388,0.000013660876,0.000006969884,0.000039802933,0.00007148769,0.000029264129],"domain_scores_gemma":[0.9998324,0.000020649297,0.00003168532,0.00002134771,0.00007034664,0.00002361566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011526362,0.0003636743,0.00046576947,0.00024055869,0.00030206057,0.00037238095,0.00038578158,0.00039124093,0.0018767337],"category_scores_gemma":[0.00018987793,0.0002051786,0.00025197596,0.00038559502,0.00026801814,0.0005455007,0.00050657603,0.00027745924,0.0005160472],"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":[0.00046126064,0.00007727985,0.0035706542,0.000108409135,0.000045373938,0.0003009872,0.00014598454,0.014651024,0.9303357,0.0008729643,0.0010423448,0.04838801],"study_design_scores_gemma":[0.000112708374,0.0013997265,0.013597645,0.000028193408,0.00011202222,0.00023019603,0.00035681622,0.17798409,0.7965012,0.000495887,0.009064344,0.00011713581],"about_ca_topic_score_codex":0.0010349039,"about_ca_topic_score_gemma":0.002609136,"teacher_disagreement_score":0.0018767337,"about_ca_system_score_codex":0.00022971665,"about_ca_system_score_gemma":0.00028962852,"threshold_uncertainty_score":0.006278336},"labels":[],"label_agreement":null},{"id":"W4382361499","doi":"10.1016/j.rser.2023.113469","title":"Macroscale altimetry-based estimation and analyses of wave power: A foundation of wave energy development over Canada","year":2023,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Wave power; Altimeter; Meteorology; Environmental science; Significant wave height; Wind wave model; Wave height; Estimation; Wind wave; Wind power; Energy (signal processing); Climatology; Geology; Geography; Statistics; Oceanography; Engineering; Mathematics","score_opus":0.022043191305459103,"score_gpt":0.24504201754710042,"score_spread":0.22299882624164133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382361499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5780869,0.061894562,0.108230196,0.023605822,0.0006201312,0.00048038494,0.02717524,0.0012229272,0.19868378],"genre_scores_gemma":[0.9007618,0.035158284,0.03999446,0.0005802062,0.00011248647,0.00007574764,0.004311108,0.00024007162,0.01876577],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991103,0.0000481182,0.000026219706,0.00007836796,0.00060803007,0.000129029],"domain_scores_gemma":[0.99618965,0.00023154744,0.00014926391,0.000120366385,0.0032059632,0.00010330556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012259224,0.00062589045,0.0003627389,0.0021886555,0.0013865359,0.002027862,0.0006953875,0.00030498553,0.0020982288],"category_scores_gemma":[0.0028299824,0.00028380787,0.00033397437,0.0058616335,0.00077689724,0.0010167661,0.0009107938,0.00095097907,0.00029787893],"study_design_candidate":"observational","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":[0.00009821027,0.00010224063,0.1726668,0.0007241395,0.00020855239,0.00016314402,0.0011413215,0.04302058,0.005872342,0.018618142,0.019145891,0.73823863],"study_design_scores_gemma":[0.000021246033,0.000061713756,0.7207224,0.0009856339,0.00015798058,0.00009943757,0.0024609077,0.07172852,0.007214677,0.0055782613,0.1908364,0.00013282368],"about_ca_topic_score_codex":0.9810017,"about_ca_topic_score_gemma":0.99054307,"teacher_disagreement_score":0.018998325,"about_ca_system_score_codex":0.013928139,"about_ca_system_score_gemma":0.04678736,"threshold_uncertainty_score":0.10105616},"labels":[],"label_agreement":null},{"id":"W4386627431","doi":"10.1063/5.0161920","title":"Parametric analysis of a two-body floating-point absorber wave energy converter","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; National Natural Science Foundation of China; Ministry of Science and Technology of the People's Republic of China; University of Victoria","keywords":"Physics; Bandwidth (computing); Absorption (acoustics); Dimensionless quantity; Computational physics; Mechanics; Acoustics; Telecommunications; Computer science","score_opus":0.018247115589799988,"score_gpt":0.22939345792654603,"score_spread":0.21114634233674603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386627431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75303626,0.00045900422,0.21138711,0.0004475085,0.00006907592,0.00009041028,0.00007409797,0.00027331407,0.03416325],"genre_scores_gemma":[0.99479216,0.000059818154,0.003046651,0.000009750555,0.0000026670218,0.000019324245,0.0000074870986,0.000006136587,0.0020561288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987745,0.00001853005,0.0000033430342,0.000021156935,0.00006096618,0.00001859901],"domain_scores_gemma":[0.9998759,0.000044765635,0.000024783543,0.000020489513,0.000021431746,0.000012624067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022634456,0.00021628139,0.0003196412,0.00020372124,0.00037898656,0.00062109827,0.0006300137,0.0006003284,0.0020029081],"category_scores_gemma":[0.0004411402,0.00017765856,0.00030075366,0.00017845992,0.0006719826,0.0005046788,0.0004656958,0.00034961035,0.00022959405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002144711,0.00011984966,0.002480816,0.00016837145,0.000060781644,0.0011516078,0.00057834043,0.73392856,0.18005818,0.06572477,0.00061456644,0.014899652],"study_design_scores_gemma":[0.0000074085647,0.00004508664,0.0002492338,0.0000030381702,0.0000048791744,0.000059088346,0.000029193749,0.992874,0.0049159676,0.0012685742,0.00053479633,0.000008640922],"about_ca_topic_score_codex":0.00083642657,"about_ca_topic_score_gemma":0.0003768717,"teacher_disagreement_score":0.0020029081,"about_ca_system_score_codex":0.00025842123,"about_ca_system_score_gemma":0.0003116469,"threshold_uncertainty_score":0.006700337},"labels":[],"label_agreement":null},{"id":"W4386952965","doi":"10.1115/omae2023-104576","title":"A New Method for the Design and Coupled Analysis of Floating Offshore Wind Turbines","year":2023,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","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":"Bentley (Canada)","funders":"","keywords":"Offshore wind power; Solver; Turbine; Wind power; Marine engineering; Computer science; Reliability (semiconductor); Software; Computational fluid dynamics; Submarine pipeline; Engineering; Power (physics); Aerospace engineering; Physics; Electrical engineering","score_opus":0.03152542418391011,"score_gpt":0.27510062754947107,"score_spread":0.24357520336556096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386952965","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005286171,0.000050500603,0.9907967,0.000023583243,0.000037879952,0.00007246942,0.000056780438,0.00027021088,0.0034056085],"genre_scores_gemma":[0.21018738,0.00018681557,0.7763889,0.00006543899,0.00005645392,0.00078157114,0.00027461944,0.00036173395,0.011697073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963605,0.00007450871,0.000016382632,0.00004075357,0.00021029387,0.000021973434],"domain_scores_gemma":[0.9996582,0.00014927569,0.000039532548,0.0000434875,0.000091847396,0.000017595945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006417955,0.0009060346,0.00058255513,0.00043031148,0.00032226747,0.0005395506,0.00095312804,0.00070768717,0.0062731863],"category_scores_gemma":[0.0010875241,0.0005283351,0.0008279636,0.0002566712,0.0005270932,0.00049786986,0.0011169593,0.0008341924,0.0010270748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009265064,0.00008324387,0.00072526495,0.00030050517,0.000105369596,0.00018199306,0.0001407584,0.84132177,0.036692902,0.026543027,0.0021277927,0.091684796],"study_design_scores_gemma":[0.000014486242,0.000033818735,0.00008180111,0.000007280654,0.000006481287,0.000017778528,0.0000064678698,0.9924725,0.001300917,0.001692325,0.004360659,0.000005474399],"about_ca_topic_score_codex":0.0021211628,"about_ca_topic_score_gemma":0.0024478026,"teacher_disagreement_score":0.0062731863,"about_ca_system_score_codex":0.00032053379,"about_ca_system_score_gemma":0.0008364023,"threshold_uncertainty_score":0.020985901},"labels":[],"label_agreement":null},{"id":"W4386971259","doi":"10.1115/omae2023-101645","title":"Environmental Loading on a Concrete Gravity-Based Offshore Structure in the Presence of Freak Waves and Currents","year":2023,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Submarine pipeline; Current (fluid); Momentum (technical analysis); Geology; Mechanics; Field (mathematics); Flux (metallurgy); Wavelength; Geophysics; Physics; Geotechnical engineering; Materials science; Oceanography; Optics","score_opus":0.01020483285635727,"score_gpt":0.20578558383542708,"score_spread":0.19558075097906982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386971259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523467,0.00002369735,0.0012235927,0.00005081444,0.000013864288,0.000012690401,0.00011523627,0.000029217594,0.0032962512],"genre_scores_gemma":[0.99845934,0.000028047178,0.00045045879,0.000008958963,0.000002138664,0.000010526994,0.00008132928,0.0000053444655,0.00095383415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998511,0.000020364254,0.000008340283,0.000017953078,0.000037769998,0.00006448101],"domain_scores_gemma":[0.9997738,0.00007862834,0.000036648384,0.000023308708,0.000042078813,0.000045631754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019004186,0.0004300999,0.00046820307,0.0006673682,0.0007989214,0.00078657834,0.0006158914,0.0014068473,0.0028972672],"category_scores_gemma":[0.00051657425,0.00026511526,0.00070095755,0.000406207,0.00082088396,0.00045896607,0.0008596068,0.000562012,0.00028794134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009219622,0.00011356314,0.008504111,0.000032425185,0.000020124633,0.0007501654,0.00007996683,0.9821692,0.0055774734,0.00047683684,0.00020564099,0.0019782658],"study_design_scores_gemma":[0.00003037512,0.00025019023,0.009810756,0.00001527577,0.000020961941,0.00007954795,0.00033698516,0.9869221,0.001969276,0.00027128696,0.00027233863,0.00002089436],"about_ca_topic_score_codex":0.0143060265,"about_ca_topic_score_gemma":0.011216656,"teacher_disagreement_score":0.0143060265,"about_ca_system_score_codex":0.0005683001,"about_ca_system_score_gemma":0.0006047794,"threshold_uncertainty_score":0.028445542},"labels":[],"label_agreement":null},{"id":"W4389284214","doi":"10.1016/j.oceaneng.2023.116423","title":"Cable tension formulas for gravity net cage arrays in current","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"Polit National Laboratory for Marine Science and Technology; National Natural Science Foundation of China","keywords":"Mooring; Tension (geology); Sizing; Current (fluid); Net (polyhedron); Engineering; Structural engineering; Marine engineering; Control theory (sociology); Computer science; Mathematics; Electrical engineering; Physics; Geometry","score_opus":0.014377606748514746,"score_gpt":0.2109756999381667,"score_spread":0.19659809318965196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389284214","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013483245,0.00097609474,0.8377964,0.00059412076,0.0003968732,0.000045328536,0.000284762,0.0003197677,0.1461034],"genre_scores_gemma":[0.6129217,0.0032696214,0.2250666,0.0011571591,0.00050521636,0.00037887204,0.00069293904,0.0017344571,0.15427339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997893,0.000044920114,0.000011742196,0.000036196354,0.00009381058,0.000024018815],"domain_scores_gemma":[0.99957615,0.00017504633,0.00003388047,0.000049716884,0.0001473747,0.000017796821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047991166,0.00059385475,0.0003489371,0.00093826704,0.0004823262,0.0008672419,0.0011316108,0.0010739103,0.0151583385],"category_scores_gemma":[0.0022813592,0.00027060322,0.00045922428,0.0009331012,0.00068188104,0.0025989274,0.0007702187,0.0011256615,0.0029712953],"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":[0.000027833961,0.000040112336,0.0005655924,0.00014447376,0.000012727576,0.00016384924,0.00020106765,0.074274935,0.0057551255,0.8589752,0.014111076,0.045728043],"study_design_scores_gemma":[0.000012339262,0.000039642146,0.0008068667,0.00010981839,0.000022578755,0.00031168296,0.00018820216,0.7655872,0.0043222415,0.19445507,0.03410712,0.000037225404],"about_ca_topic_score_codex":0.001586132,"about_ca_topic_score_gemma":0.0042457543,"teacher_disagreement_score":0.0151583385,"about_ca_system_score_codex":0.0008721593,"about_ca_system_score_gemma":0.00029645412,"threshold_uncertainty_score":0.050709665},"labels":[],"label_agreement":null},{"id":"W4389333304","doi":"10.1016/j.oceaneng.2023.116054","title":"A model reference adaptive control framework for floating offshore wind turbines with collective and individual blade pitch strategy","year":2023,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Offshore wind power; Blade pitch; Turbine; Context (archaeology); Wind power; Engineering; Controller (irrigation); Marine engineering; Control theory (sociology); Pitch control; Feedback linearization; Benchmark (surveying); Computer science; Control (management); Aerospace engineering","score_opus":0.03466352783382412,"score_gpt":0.21680121077843104,"score_spread":0.18213768294460692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389333304","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009177972,0.0002350726,0.98561954,0.00013818916,0.00008731995,0.000025529363,0.00003195053,0.00016960976,0.0045147846],"genre_scores_gemma":[0.91893613,0.00032456982,0.07301689,0.00010081551,0.00011344423,0.00017592282,0.00010222827,0.000045469114,0.007184459],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981946,0.000045516354,0.0000092918335,0.000046011795,0.000060479346,0.00001934585],"domain_scores_gemma":[0.9998522,0.000041679872,0.000024971208,0.000014450739,0.000056720583,0.0000099600475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004462226,0.00071184064,0.00080719235,0.00020017469,0.0003447076,0.0007548425,0.0010285862,0.0009440235,0.0023200358],"category_scores_gemma":[0.0005770813,0.00026222784,0.000536929,0.00029187163,0.00044216157,0.0005933976,0.0008731634,0.00076825963,0.0004317447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041045612,0.000026663281,0.00011125096,0.00006605674,0.00003248394,0.00008409476,0.000058764625,0.9478666,0.0036760205,0.01981497,0.0008941069,0.027327996],"study_design_scores_gemma":[0.000007717223,0.000052450287,0.00004623992,0.0000032381845,0.0000052025716,0.000007680166,0.000004869475,0.9976392,0.00015531619,0.0016080866,0.00046615608,0.0000038419826],"about_ca_topic_score_codex":0.006346525,"about_ca_topic_score_gemma":0.0051661427,"teacher_disagreement_score":0.006346525,"about_ca_system_score_codex":0.0002851474,"about_ca_system_score_gemma":0.00049032964,"threshold_uncertainty_score":0.012619138},"labels":[],"label_agreement":null},{"id":"W4389409161","doi":"10.1016/j.enrev.2023.100063","title":"Shared mooring systems for offshore floating wind farms: A review","year":2023,"lang":"en","type":"review","venue":"Energy Reviews","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":42,"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 Calgary","funders":"National Natural Science Foundation of China; Science Foundation Ireland; Norges Forskningsråd; European Commission","keywords":"Offshore wind power; Mooring; Marine engineering; Wind power; Submarine pipeline; Renewable energy; Scale (ratio); Engineering; Environmental science; Geography; Geotechnical engineering; Electrical engineering","score_opus":0.1299441922061989,"score_gpt":0.3252623395150875,"score_spread":0.19531814730888858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389409161","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023290771,0.9975464,0.00033270728,0.00013683426,0.0001418129,0.000011026839,0.000035175413,0.00001044807,0.0015525812],"genre_scores_gemma":[0.0009905484,0.9980453,0.00037188988,0.00006368505,0.0000474054,0.000007976411,0.000038437574,0.0000027709625,0.0004319111],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997193,0.000039800983,0.000050401377,0.000048775884,0.00011915117,0.00002249131],"domain_scores_gemma":[0.9992781,0.00037854523,0.0001037438,0.000020713549,0.00018763766,0.000031246916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078017934,0.0008817465,0.0011511851,0.0026625444,0.00028855226,0.0011507225,0.00089896447,0.0010228164,0.0046944004],"category_scores_gemma":[0.00111252,0.00040669987,0.000909257,0.0031218599,0.00030313258,0.0014735598,0.0006052266,0.0009393499,0.0019397765],"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":[0.000056559427,0.000084856045,0.0002124674,0.051919274,0.00011666549,0.0001347949,0.000072491086,0.0009808675,0.0017735471,0.004525663,0.013696915,0.9264258],"study_design_scores_gemma":[0.000011418418,0.00017176232,0.0008233363,0.011415914,0.00023520603,0.0005715438,0.00008890116,0.0002100027,0.00080251764,0.0012981873,0.9843448,0.000026422575],"about_ca_topic_score_codex":0.001610066,"about_ca_topic_score_gemma":0.0024315142,"teacher_disagreement_score":0.0046944004,"about_ca_system_score_codex":0.0003725203,"about_ca_system_score_gemma":0.0014581049,"threshold_uncertainty_score":0.015704334},"labels":[],"label_agreement":null},{"id":"W4389584929","doi":"10.1016/b978-0-323-93940-9.00094-3","title":"Aeroelasticity, Hydroelasticity and Foundation Modelling in Offshore Horizontal Axis Wind Turbines: A Review of the State of the Art","year":2023,"lang":"en","type":"review","venue":"Elsevier eBooks","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Aeroelasticity; Offshore wind power; Marine engineering; Hydroelasticity; Engineering; Pile; Foundation (evidence); Submarine pipeline; Aerodynamics; Mooring; Bridge (graph theory); Structural engineering; Civil engineering; Turbine; Geotechnical engineering; Aerospace engineering; Finite element method; Geography","score_opus":0.026640919013113704,"score_gpt":0.2477546820934252,"score_spread":0.2211137630803115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584929","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039618567,0.9973953,0.0012427156,0.00010309241,0.00011966983,0.000004552899,0.00003263847,0.000012184399,0.0006935983],"genre_scores_gemma":[0.0018238676,0.99649197,0.0009013635,0.000042724638,0.0001521233,0.0000057922734,0.00005882431,0.0000049326227,0.00051836186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973935,0.000038488906,0.000041183197,0.000055462355,0.00011015479,0.000015293002],"domain_scores_gemma":[0.9994043,0.00036860586,0.000084854495,0.000017042325,0.000106312276,0.000018908422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007759697,0.0013554326,0.0023298596,0.001772384,0.00019045,0.0013788397,0.0011710519,0.001435185,0.0024324905],"category_scores_gemma":[0.00095680513,0.0005738296,0.00091684377,0.0029127614,0.00040133102,0.0016639631,0.00072573783,0.0010276557,0.0011482533],"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":[0.00005331184,0.00007819559,0.00026745218,0.03020834,0.0001354387,0.000110416244,0.0000548516,0.008715694,0.002264482,0.004946852,0.009856064,0.94330895],"study_design_scores_gemma":[0.000038297378,0.00029546896,0.0025746487,0.019118644,0.00064565963,0.0010237409,0.00018308856,0.010340889,0.0027264396,0.011073279,0.9518697,0.00011000845],"about_ca_topic_score_codex":0.001501677,"about_ca_topic_score_gemma":0.0022800341,"teacher_disagreement_score":0.0024324905,"about_ca_system_score_codex":0.00032709498,"about_ca_system_score_gemma":0.00093084766,"threshold_uncertainty_score":0.008137524},"labels":[],"label_agreement":null},{"id":"W4389613873","doi":"10.3390/jmse11122347","title":"Incorporating Mooring Dynamics into the Control Design of a Two-Body Wave Energy Converter","year":2023,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Mooring; Wave energy converter; Range (aeronautics); Control theory (sociology); Design process; Marine engineering; Engineering; Energy (signal processing); Computer science; Control (management); Aerospace engineering; Physics; Work in process","score_opus":0.008872207948614128,"score_gpt":0.19136114094741088,"score_spread":0.18248893299879676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389613873","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14883122,0.00014178209,0.8421007,0.00017944931,0.000047441168,0.0001538999,0.000032503103,0.00030136164,0.008211571],"genre_scores_gemma":[0.96990716,0.00008125661,0.028206503,0.00002797552,0.0000060633865,0.00009628345,0.000014679759,0.000015691154,0.00164443],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998542,0.00002921135,0.000008343402,0.000029100296,0.000053399643,0.000025755973],"domain_scores_gemma":[0.99980825,0.00006745879,0.00003135839,0.00002395024,0.00005202293,0.000017006001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040297548,0.0003408286,0.0003035453,0.00023009985,0.00032301832,0.0009065903,0.00053301064,0.0006139609,0.0013152781],"category_scores_gemma":[0.00071622693,0.00024943173,0.00031032457,0.00012559163,0.00043174074,0.00044355151,0.0006234103,0.0005762384,0.00022922066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008853566,0.000049885635,0.0010376684,0.00008696609,0.000030078761,0.00010071488,0.00007133749,0.93022573,0.03635898,0.0052832887,0.0001270413,0.026539773],"study_design_scores_gemma":[0.000015863163,0.00012418213,0.00034743515,0.000007813698,0.0000119859005,0.000019223025,0.000020131289,0.9910897,0.006893319,0.0006623253,0.0007993589,0.000008566893],"about_ca_topic_score_codex":0.0015616027,"about_ca_topic_score_gemma":0.001301294,"teacher_disagreement_score":0.0015616027,"about_ca_system_score_codex":0.00026291024,"about_ca_system_score_gemma":0.000548365,"threshold_uncertainty_score":0.004400015},"labels":[],"label_agreement":null},{"id":"W4390668236","doi":"10.1051/e3sconf/202447302005","title":"The effect of pump diameter and penstock pipe on the electric power of a hybrid generator","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbine; Wells turbine; Penstock; Marine engineering; Electrical engineering; Electricity generation; Power station; Generator (circuit theory); Engineering; Electric generator; Electric power; Power (physics); Mechanical engineering; Physics","score_opus":0.007470837445575931,"score_gpt":0.19759956771800707,"score_spread":0.19012873027243116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390668236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417853,0.00050591276,0.0034516922,0.00006760506,0.00005286309,0.000015148404,0.00015163718,0.0001535574,0.0014230106],"genre_scores_gemma":[0.9982462,0.0001723402,0.00074293686,0.000025467425,0.000014103963,0.000009172829,0.00008692652,0.000040802883,0.0006619662],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931335,0.00013801745,0.00007064134,0.0002121231,0.0001584386,0.000107411644],"domain_scores_gemma":[0.99368495,0.0041297968,0.0008606168,0.0003457907,0.000724609,0.0002543132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612667,0.0005606621,0.0003328003,0.00035524706,0.00024582283,0.00069379056,0.00037315208,0.00050487224,0.0018051345],"category_scores_gemma":[0.0036811137,0.00042287415,0.00027363765,0.000473205,0.00036416278,0.00081510027,0.0002999619,0.00048159255,0.0005290224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004104028,0.00039318227,0.036319338,0.00041468686,0.00010336981,0.0015328263,0.00038622666,0.024973014,0.87845296,0.00031620156,0.00089260814,0.052111536],"study_design_scores_gemma":[0.00012309,0.0069232946,0.16538756,0.000045122608,0.00024501697,0.0008554763,0.00056484196,0.02676441,0.79341125,0.00012619203,0.005449055,0.00010464381],"about_ca_topic_score_codex":0.00045846056,"about_ca_topic_score_gemma":0.0006674338,"teacher_disagreement_score":0.0018051345,"about_ca_system_score_codex":0.00035641703,"about_ca_system_score_gemma":0.00015069035,"threshold_uncertainty_score":0.0060387254},"labels":[],"label_agreement":null},{"id":"W4390694212","doi":"10.3390/wind4010001","title":"A Survey of Numerical Simulation Tools for Offshore Wind Turbine Systems","year":2024,"lang":"en","type":"article","venue":"Wind","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Offshore wind power; Turbine; Marine engineering; Wind power; Submarine pipeline; Code (set theory); Fidelity; Computer science; Engineering; Offshore geotechnical engineering; Systems engineering; Agency (philosophy); Aerospace engineering; Telecommunications; Geotechnical engineering","score_opus":0.04161055643714317,"score_gpt":0.26478373304792197,"score_spread":0.2231731766107788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390694212","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020803036,0.073951215,0.82875055,0.0012803589,0.0006809821,0.00030963667,0.0036222695,0.0057799574,0.06482199],"genre_scores_gemma":[0.17527483,0.16008922,0.63025254,0.00075460586,0.00054046715,0.0008378391,0.011006121,0.0045402176,0.01670416],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99823016,0.00037787642,0.00022512284,0.00011653785,0.000973674,0.00007664826],"domain_scores_gemma":[0.9972168,0.0014502838,0.00015529677,0.0002860933,0.0008177951,0.000073750656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017166031,0.0013885504,0.0012161098,0.0024467257,0.00069204817,0.0020118332,0.0018911995,0.0012547313,0.0067940494],"category_scores_gemma":[0.0058268476,0.0011027503,0.0015871903,0.0039165067,0.000437285,0.0021965518,0.0011712739,0.0015425634,0.0039602458],"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":[0.0001681329,0.0001586685,0.0042733448,0.0050753374,0.00019477658,0.0003759541,0.00049345894,0.33524352,0.007691998,0.04937831,0.02598713,0.57095945],"study_design_scores_gemma":[0.000063789914,0.00014867357,0.0016458814,0.002550002,0.00008244116,0.00042532006,0.00024989294,0.50180334,0.007903009,0.023670752,0.4613274,0.00012950867],"about_ca_topic_score_codex":0.0024495907,"about_ca_topic_score_gemma":0.0023582848,"teacher_disagreement_score":0.0067940494,"about_ca_system_score_codex":0.0005687453,"about_ca_system_score_gemma":0.0014374363,"threshold_uncertainty_score":0.022728324},"labels":[],"label_agreement":null},{"id":"W4390765845","doi":"10.20944/preprints202308.1345.v3","title":"A Survey of Numerical Simulation Tools for Offshore Wind Turbine Systems","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Offshore wind power; Turbine; Marine engineering; Wind power; Submarine pipeline; Code (set theory); Fidelity; Computer science; Agency (philosophy); Engineering; Systems engineering; Offshore geotechnical engineering; Industrial engineering; Aerospace engineering; Telecommunications","score_opus":0.16102565306693722,"score_gpt":0.33568672068399175,"score_spread":0.17466106761705452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390765845","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01702032,0.070371054,0.84516734,0.001301695,0.00069741654,0.00026023548,0.0035739834,0.0068410155,0.054766938],"genre_scores_gemma":[0.16662599,0.15790878,0.6376341,0.00081303605,0.00067868625,0.00085157267,0.012371366,0.006468222,0.016648278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979322,0.00045060157,0.00025781456,0.00014740856,0.0011219521,0.00009012263],"domain_scores_gemma":[0.9969699,0.0016000497,0.00014920342,0.0003704241,0.0008314604,0.0000790445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017937187,0.001526968,0.001340699,0.0023953028,0.0007044728,0.0022478942,0.002121322,0.0014225453,0.007109894],"category_scores_gemma":[0.0066184397,0.0012313449,0.0017441066,0.0038632953,0.00053324434,0.0023990213,0.001382671,0.001804122,0.00461922],"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":[0.00017027881,0.00015315136,0.0035089946,0.0051081674,0.00022885718,0.00037794223,0.00050962315,0.34631908,0.007755821,0.06386724,0.02918904,0.5428117],"study_design_scores_gemma":[0.000065819244,0.00011567865,0.001264752,0.0021854404,0.00007841322,0.000382278,0.00019713985,0.48535365,0.007858331,0.033012405,0.46935904,0.00012704197],"about_ca_topic_score_codex":0.002442255,"about_ca_topic_score_gemma":0.0019606012,"teacher_disagreement_score":0.007109894,"about_ca_system_score_codex":0.00062037556,"about_ca_system_score_gemma":0.0014614877,"threshold_uncertainty_score":0.023784935},"labels":[],"label_agreement":null},{"id":"W4394903886","doi":"10.1016/j.conengprac.2024.105949","title":"Data-based modelling of arrays of wave energy systems: Experimental tests, models, and validation","year":2024,"lang":"en","type":"article","venue":"Control Engineering Practice","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020; Horizon 2020 Framework Programme; European Commission; Queen's University; European Cooperation in Science and Technology; Queen's University Belfast","keywords":"Energy (signal processing); Computer science; Scaling; Energy modeling; Key (lock); Simulation; Industrial engineering; Engineering; Control engineering; Systems engineering; Efficient energy use; Electrical engineering","score_opus":0.05063120516363675,"score_gpt":0.23819256111097903,"score_spread":0.18756135594734227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394903886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4945709,0.0006444852,0.48576868,0.00038587878,0.00014409043,0.00043583143,0.004406811,0.0025315818,0.01111172],"genre_scores_gemma":[0.95829195,0.0004152325,0.03666676,0.00002822781,0.000011447259,0.00049489667,0.001995164,0.00010631487,0.0019900003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993173,0.0001499705,0.00008644814,0.00013469395,0.00025481274,0.00005670754],"domain_scores_gemma":[0.9987697,0.00056434004,0.00011441582,0.00025421445,0.00026557205,0.000031723983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008431543,0.00089990423,0.00064483756,0.0004934305,0.00037182367,0.0013854303,0.0012884359,0.0013233874,0.0022863224],"category_scores_gemma":[0.0022115854,0.00035145655,0.0007235321,0.00059712044,0.0006930167,0.0012267833,0.00073753257,0.00092773896,0.00074129325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070048656,0.000067312736,0.0015435101,0.00017206148,0.00002061209,0.000047908,0.00005908789,0.9855054,0.0048197145,0.0011393521,0.00021898319,0.0063360026],"study_design_scores_gemma":[0.000023335791,0.00012093785,0.0010023563,0.00002758064,0.00001468268,0.000021834607,0.000046432408,0.9837601,0.012735244,0.0008416471,0.0013876858,0.000018171593],"about_ca_topic_score_codex":0.00435491,"about_ca_topic_score_gemma":0.0023362704,"teacher_disagreement_score":0.00435491,"about_ca_system_score_codex":0.0006320658,"about_ca_system_score_gemma":0.00067918235,"threshold_uncertainty_score":0.008659124},"labels":[],"label_agreement":null},{"id":"W4398204114","doi":"10.3390/en17112485","title":"Impact of Wave Energy Converters and Port Layout on Coastal Dynamics: Case Study of Astara Port","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Port (circuit theory); Wave height; Renewable energy; Wave energy converter; Context (archaeology); Marine engineering; Sustainability; Storm; Environmental science; Engineering; Energy (signal processing); Meteorology; Geology; Oceanography; Geography; Mechanical engineering; Electrical engineering","score_opus":0.010670042836425066,"score_gpt":0.2288439516247783,"score_spread":0.21817390878835324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398204114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98648953,0.00015382971,0.0034052194,0.00019207929,0.000039983177,0.000073741176,0.0005732449,0.00012790029,0.008944464],"genre_scores_gemma":[0.99316096,0.00013068567,0.0033043616,0.000021328742,0.0000041653193,0.000030095622,0.00026183898,0.000018435108,0.003068177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996159,0.00012304056,0.00001631778,0.000046612167,0.00009705688,0.00010113776],"domain_scores_gemma":[0.99914265,0.000478858,0.00007107585,0.00007355098,0.00012979789,0.00010399826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049769616,0.0010765725,0.00040770834,0.0006861688,0.0010064379,0.0011472311,0.0010085069,0.0012777993,0.0046309046],"category_scores_gemma":[0.0010089792,0.0002822027,0.00072858384,0.00092537294,0.00076698273,0.0009217295,0.00069260213,0.0008387779,0.00039682383],"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":[0.0006598538,0.00066339294,0.031706,0.0003407965,0.00010187843,0.010375069,0.00046959193,0.9123534,0.01256196,0.0032117362,0.0037286398,0.023827603],"study_design_scores_gemma":[0.00022473132,0.0018484758,0.036253177,0.00011586085,0.00026790882,0.0020719387,0.0073619764,0.91335714,0.024671702,0.0032130226,0.010470587,0.00014347734],"about_ca_topic_score_codex":0.01826902,"about_ca_topic_score_gemma":0.034544103,"teacher_disagreement_score":0.01826902,"about_ca_system_score_codex":0.0011884408,"about_ca_system_score_gemma":0.0007740002,"threshold_uncertainty_score":0.036325395},"labels":[],"label_agreement":null},{"id":"W4400234989","doi":"10.11159/iccste24.188","title":"Multiple Tmds On Motion Reduction Of Floating Offshore Wind Turbines","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reduction (mathematics); Offshore wind power; Wind power; Marine engineering; Computer science; Motion (physics); Aerospace engineering; Environmental science; Engineering; Electrical engineering; Artificial intelligence; Mathematics; Geometry","score_opus":0.013873441590599805,"score_gpt":0.2082676905054482,"score_spread":0.19439424891484838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400234989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857814,0.00041781284,0.012603711,0.000047477755,0.000039496674,0.000012340358,0.000018591243,0.00010367812,0.00097554276],"genre_scores_gemma":[0.99681073,0.000086759064,0.0026671889,0.000013194786,0.000005566617,0.0000047674907,0.000016182323,0.000006955087,0.0003885547],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982053,0.000021376387,0.000014728544,0.000036348312,0.00007514018,0.000031859654],"domain_scores_gemma":[0.9998373,0.00004502469,0.000040017232,0.00002192274,0.000036063953,0.000019596022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018286634,0.00047207077,0.00042312717,0.00031145682,0.0001702707,0.00018284001,0.00030232445,0.00029270147,0.0011044029],"category_scores_gemma":[0.00047682304,0.00014165022,0.00035806114,0.00011794573,0.00017396978,0.00028071261,0.00039742864,0.00020387494,0.00012490251],"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":[0.0015705167,0.00031588186,0.007127474,0.00046995972,0.00008773077,0.0005961009,0.0002462724,0.06359879,0.77001697,0.0002754138,0.00037800628,0.15531692],"study_design_scores_gemma":[0.00030352987,0.011595169,0.073447786,0.00010633705,0.00036962365,0.00081957836,0.00060606765,0.44887048,0.4549119,0.00041366997,0.008463212,0.00009263117],"about_ca_topic_score_codex":0.00046166417,"about_ca_topic_score_gemma":0.0008146053,"teacher_disagreement_score":0.0011044029,"about_ca_system_score_codex":0.00012235904,"about_ca_system_score_gemma":0.00007209494,"threshold_uncertainty_score":0.0036946535},"labels":[],"label_agreement":null},{"id":"W4401442294","doi":"10.1038/s41467-024-50040-6","title":"Offshore wind and wave energy can reduce total installed capacity required in zero-emissions grids","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":44,"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 Toronto; University of New Brunswick","funders":"Water Power Technologies Office; U.S. Department of Energy; National Science Foundation","keywords":"Offshore wind power; Submarine pipeline; Environmental science; Zero emission; Greenhouse gas; Energy (signal processing); Wind power; Marine engineering; Meteorology; Physics; Geology; Oceanography; Engineering; Electrical engineering","score_opus":0.025596618980188956,"score_gpt":0.24926421690549233,"score_spread":0.22366759792530339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401442294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7072307,0.0006116063,0.17599636,0.002536196,0.00022736989,0.00009764203,0.0015587766,0.0005231633,0.111218184],"genre_scores_gemma":[0.9917053,0.00016665655,0.0031654492,0.000056334226,0.000008164248,0.000030321598,0.00009955239,0.000046492427,0.004721724],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981683,0.000060841678,0.0000044590497,0.000022155125,0.000040890824,0.000054929194],"domain_scores_gemma":[0.99968994,0.00014704285,0.000052198156,0.00003109558,0.00004287001,0.000036854017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724452,0.0005707948,0.00030568594,0.00028805746,0.00032190146,0.0011308774,0.00066083844,0.0007480911,0.004745515],"category_scores_gemma":[0.0015302611,0.00036722037,0.0005614132,0.0003800075,0.00055331184,0.001954782,0.0007766419,0.0008585275,0.00033310248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003967043,0.000018461402,0.00074529083,0.000024736333,0.00000970193,0.00008206566,0.000022921811,0.9753694,0.00060610904,0.019904472,0.00070563453,0.0024715115],"study_design_scores_gemma":[0.00003187946,0.000090558475,0.0018331527,0.000030792966,0.000021971717,0.0000374664,0.00017892913,0.97467834,0.0008014086,0.018723639,0.0035500806,0.000021732563],"about_ca_topic_score_codex":0.013057984,"about_ca_topic_score_gemma":0.016433671,"teacher_disagreement_score":0.013057984,"about_ca_system_score_codex":0.0010592671,"about_ca_system_score_gemma":0.0011367389,"threshold_uncertainty_score":0.025963962},"labels":[],"label_agreement":null},{"id":"W4402127270","doi":"10.2139/ssrn.4944116","title":"Dynamic Modeling and Optimal Control Schemes for an Offshore-Wind Driven Direct Air Capture System Including Energy Storage","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Offshore wind power; Marine engineering; Submarine pipeline; Control (management); Wind power; Computer science; Energy storage; System dynamics; Environmental science; Engineering; Electrical engineering; Physics; Power (physics)","score_opus":0.008957111376778714,"score_gpt":0.22311754665274086,"score_spread":0.21416043527596215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402127270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123859964,0.0008172562,0.836359,0.000793704,0.00017300283,0.00017935847,0.0002351396,0.00034253288,0.03724011],"genre_scores_gemma":[0.987543,0.00018607984,0.0057724616,0.000041541174,0.000016820799,0.00007598446,0.00005299271,0.000015144704,0.0062958435],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998858,0.00002642529,0.0000070687774,0.000025326193,0.00003411042,0.000021260064],"domain_scores_gemma":[0.999851,0.000052890515,0.000028270133,0.00001172051,0.000047896152,0.00000820823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031216966,0.000606806,0.00062589586,0.00021776938,0.0006675571,0.0010201912,0.0006370306,0.0008818472,0.0031756687],"category_scores_gemma":[0.0004519743,0.0004144176,0.0005273356,0.00026603235,0.00054540345,0.00056569336,0.00083510263,0.00069492246,0.00029366303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059506376,0.000023958975,0.00016297294,0.00005400366,0.000013907048,0.000053202573,0.00005225481,0.9847963,0.0028748987,0.0048623555,0.00043077552,0.00661585],"study_design_scores_gemma":[0.0000064757,0.000029454963,0.0001080983,0.0000031242132,0.000004361,0.000005907223,0.0000097279935,0.99877495,0.0002425832,0.00060900615,0.00020288408,0.0000034258032],"about_ca_topic_score_codex":0.018483158,"about_ca_topic_score_gemma":0.016722923,"teacher_disagreement_score":0.018483158,"about_ca_system_score_codex":0.0006541391,"about_ca_system_score_gemma":0.0008950018,"threshold_uncertainty_score":0.03675115},"labels":[],"label_agreement":null},{"id":"W4403348514","doi":"10.1016/j.renene.2024.121518","title":"Propulsion and energy extraction performance of wave-powered mechanism considering wave and current","year":2024,"lang":"en","type":"article","venue":"Renewable Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Natural Science Foundation of China","keywords":"Propulsion; Current (fluid); Mechanism (biology); Extraction (chemistry); Aerospace engineering; Energy (signal processing); Engineering; Mechanical engineering; Physics; Chemistry; Electrical engineering; Chromatography","score_opus":0.015125908692561243,"score_gpt":0.20368603241655367,"score_spread":0.18856012372399242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403348514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973228,0.00041649453,0.013910505,0.00006945336,0.000045328492,0.000027412014,0.0001996275,0.0001357082,0.011967414],"genre_scores_gemma":[0.9971781,0.000111744244,0.00039032567,0.0000034642726,0.0000034696786,0.000008180184,0.00009788349,0.000007964944,0.0021989378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999193,0.0000070219,0.0000048275724,0.0000143780935,0.000028454728,0.000026093752],"domain_scores_gemma":[0.9998118,0.00007083819,0.000026008667,0.000026665442,0.00005258096,0.000012162764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020164435,0.00032252198,0.00040804973,0.00048535538,0.0003357439,0.0004810936,0.00040303965,0.00051583967,0.0046595046],"category_scores_gemma":[0.00041140607,0.00017958858,0.00054728414,0.00037892463,0.00026308754,0.00072557974,0.00032805844,0.00023299074,0.0007404739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003423143,0.00025756893,0.011910018,0.00080859475,0.00020127448,0.0014203506,0.00022131718,0.55441284,0.34893933,0.0066637606,0.0010960327,0.07064573],"study_design_scores_gemma":[0.00013769757,0.0013211763,0.035354678,0.000078010205,0.00022439627,0.00045814787,0.0003280985,0.80599135,0.15065703,0.0026521685,0.0027222123,0.00007505001],"about_ca_topic_score_codex":0.0005706599,"about_ca_topic_score_gemma":0.00028368423,"teacher_disagreement_score":0.0046595046,"about_ca_system_score_codex":0.000112002206,"about_ca_system_score_gemma":0.00021150468,"threshold_uncertainty_score":0.015587568},"labels":[],"label_agreement":null},{"id":"W4404095759","doi":"10.1016/j.ocecoaman.2024.107458","title":"Regionalized ensemble estimation of wave periods for assessing wave energy resources across Canada. Part II: Wave-period and wave-energy analyses","year":2024,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Estimation; Energy (signal processing); Third wave; Period (music); Energy resources; Environmental science; Statistics; Physics; Environmental protection; Mathematics; Economics; Acoustics","score_opus":0.03166344755316065,"score_gpt":0.2623836484173841,"score_spread":0.23072020086422346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404095759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639727,0.00078377774,0.018942947,0.0002400805,0.0000434156,0.00007345058,0.012476344,0.0003141008,0.003153306],"genre_scores_gemma":[0.9641649,0.0004489587,0.019291976,0.000046585465,0.0000178242,0.000062419145,0.013737159,0.00008433383,0.002145939],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99972326,0.00004829165,0.000016004311,0.000069684844,0.00007935643,0.000063435706],"domain_scores_gemma":[0.99901855,0.0001398462,0.00006122587,0.00008713527,0.00063877046,0.000054385244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011933264,0.0005584107,0.00044764025,0.0011649743,0.0007506866,0.0009016336,0.00089779514,0.000311627,0.0010534031],"category_scores_gemma":[0.002989166,0.00022784575,0.0005769196,0.0020682074,0.00018671737,0.00052619487,0.0007330044,0.00064330874,0.00018987505],"study_design_candidate":"observational","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":[0.00027328724,0.00015104795,0.39585137,0.000107864515,0.0011132596,0.000121675,0.00034057803,0.46714944,0.0040815948,0.0022264726,0.010549771,0.11803375],"study_design_scores_gemma":[0.000043173153,0.000026790976,0.394188,0.000043197124,0.00019750536,0.000025583786,0.00054962054,0.5985352,0.0014378574,0.0005535964,0.0043391637,0.000060312697],"about_ca_topic_score_codex":0.97480327,"about_ca_topic_score_gemma":0.97875845,"teacher_disagreement_score":0.025196731,"about_ca_system_score_codex":0.0050378605,"about_ca_system_score_gemma":0.012612372,"threshold_uncertainty_score":0.050690174},"labels":[],"label_agreement":null},{"id":"W4406399323","doi":"10.1016/0967-0653(95)91784-5","title":"10.1016/0967-0653(95)91784-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Environmental science; Resource (disambiguation); Wind power; Meteorology; Computer science; Physics; Statistics; Engineering; Mathematics; Electrical engineering","score_opus":0.004894188714817061,"score_gpt":0.1449157937349934,"score_spread":0.14002160502017633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406399323","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004863283,0.0003954059,0.0006201325,0.0003628718,0.00036679645,0.000121336976,0.00064239616,0.00073123584,0.99627364],"genre_scores_gemma":[0.00065654144,0.0002347407,0.00028684607,0.00023089386,0.000074685755,0.000059055215,0.00032798236,0.00014323925,0.99798596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935323,0.000043601118,0.00005943589,0.00023567419,0.0001534559,0.0001545757],"domain_scores_gemma":[0.9976903,0.00059942016,0.00012489801,0.00023855592,0.0006086616,0.00073811866],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001122292,0.0031244815,0.0020244555,0.0027178738,0.003012895,0.0043613967,0.003505342,0.005982669,0.98896116],"category_scores_gemma":[0.0016621051,0.0011330082,0.0014590069,0.002519608,0.0025834744,0.00535642,0.0031607898,0.0029004524,0.99328834],"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":[0.00049171457,0.00025775208,0.0010632179,0.0007896858,0.000051599232,0.00034530947,0.00015110045,0.0005683613,0.0029251545,0.005385449,0.4369115,0.5510592],"study_design_scores_gemma":[0.00006874786,0.00017491842,0.0008493925,0.00042563977,0.000018247458,0.00040335965,0.00018768765,0.00022303683,0.00041044684,0.00068628415,0.9965223,0.000029960824],"about_ca_topic_score_codex":0.005096036,"about_ca_topic_score_gemma":0.0043064035,"teacher_disagreement_score":0.01103884,"about_ca_system_score_codex":0.001271404,"about_ca_system_score_gemma":0.001016596,"threshold_uncertainty_score":0.01574558},"labels":[],"label_agreement":null},{"id":"W4406399341","doi":"10.1016/0967-0653(95)90451-4","title":"10.1016/0967-0653(95)90451-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Caisson; Shield; Wave power; Power (physics); Energy (signal processing); Geology; Acoustics; Geotechnical engineering; Physics","score_opus":0.004854771689389213,"score_gpt":0.1440441508711626,"score_spread":0.13918937918177338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406399341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004565204,0.00036399672,0.0005995891,0.00034583313,0.000343752,0.000110778994,0.00063832867,0.0007054814,0.99643564],"genre_scores_gemma":[0.0006676242,0.0002367727,0.0002779324,0.00022087371,0.000072820236,0.00005665121,0.00033178835,0.00014981395,0.9979857],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941015,0.000037791127,0.000052600753,0.00021783327,0.00014360533,0.00013799882],"domain_scores_gemma":[0.9977943,0.0005620734,0.000120191995,0.0002347733,0.0005782077,0.000710509],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010848715,0.003044759,0.0019885055,0.0026549706,0.0029618938,0.00441772,0.0033636428,0.005764686,0.988825],"category_scores_gemma":[0.0016347318,0.0011207046,0.0014249437,0.002518393,0.0025326274,0.00529833,0.003086405,0.002854374,0.9935421],"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":[0.0004400146,0.00024331822,0.0009718469,0.0007404475,0.00004745315,0.0003017962,0.00014131956,0.0005377177,0.0027903095,0.005640363,0.44737187,0.5407736],"study_design_scores_gemma":[0.000063702595,0.00016103167,0.00081087917,0.000394238,0.000016529035,0.00036755946,0.00017382293,0.000212606,0.00040120477,0.00069569825,0.99667454,0.000028153649],"about_ca_topic_score_codex":0.005179563,"about_ca_topic_score_gemma":0.004171318,"teacher_disagreement_score":0.011174977,"about_ca_system_score_codex":0.0012748822,"about_ca_system_score_gemma":0.0009965536,"threshold_uncertainty_score":0.015939772},"labels":[],"label_agreement":null},{"id":"W4406420143","doi":"10.1016/0967-0653(96)80813-1","title":"10.1016/0967-0653(96)80813-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Shore; Breaking wave; Geology; Wave power; Power (physics); Environmental science; Oceanography; Physics; Wave propagation; Optics; Mathematics","score_opus":0.004825255170346086,"score_gpt":0.14381461555201697,"score_spread":0.13898936038167087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406420143","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046137962,0.00033163352,0.00061244273,0.00034065483,0.00032946188,0.00010447581,0.0006025634,0.0007185073,0.99649894],"genre_scores_gemma":[0.000607648,0.00019705095,0.00026096968,0.00019209016,0.00006485569,0.000048405876,0.00029403486,0.0001310116,0.998204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945956,0.00003588202,0.000047120884,0.00019838804,0.00013029194,0.00012879462],"domain_scores_gemma":[0.99800295,0.00048696971,0.000109326036,0.00021131909,0.00052126596,0.00066820014],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010058255,0.002798942,0.001810416,0.0023131114,0.0026903627,0.0039908392,0.002976303,0.0051503843,0.98797464],"category_scores_gemma":[0.0015912773,0.0010116296,0.0012677363,0.002189444,0.0022250833,0.005111721,0.0027663275,0.0026767661,0.9928718],"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":[0.0004338262,0.00021707492,0.000952495,0.0006640146,0.000041526095,0.00030265623,0.00014199517,0.0005081492,0.0028234525,0.0055007627,0.44856805,0.53984606],"study_design_scores_gemma":[0.000054917986,0.00014866045,0.00074049475,0.00034586963,0.000014472929,0.00034766315,0.00017116392,0.00021775301,0.00036143407,0.0006357971,0.9969367,0.000025141539],"about_ca_topic_score_codex":0.004685855,"about_ca_topic_score_gemma":0.00398058,"teacher_disagreement_score":0.012025356,"about_ca_system_score_codex":0.0011195025,"about_ca_system_score_gemma":0.00094405137,"threshold_uncertainty_score":0.017152607},"labels":[],"label_agreement":null},{"id":"W4406434231","doi":"10.1016/0967-0653(96)85746-2","title":"10.1016/0967-0653(96)85746-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"GCM transcription factors; Climatology; Environmental science; Geology; Oceanography; General Circulation Model; Climate change","score_opus":0.004876262450566154,"score_gpt":0.1437769166281423,"score_spread":0.13890065417757613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406434231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046217293,0.00036174248,0.00061388145,0.00034375268,0.00036429364,0.00011016016,0.0006447856,0.00073203346,0.9963672],"genre_scores_gemma":[0.0006217873,0.00021121661,0.00027357897,0.00020616269,0.00006991785,0.000048147045,0.00030855028,0.00013829536,0.9981223],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994485,0.000036693804,0.000050066028,0.00020522333,0.0001306314,0.00012898986],"domain_scores_gemma":[0.9979316,0.00050584093,0.00011280105,0.00022190809,0.0005381049,0.00068980036],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010531709,0.0030048857,0.0017971173,0.002425168,0.0027325987,0.0040889103,0.0030105566,0.0052817324,0.98873377],"category_scores_gemma":[0.0015314835,0.0011076708,0.001360402,0.0022961993,0.0023003018,0.0053244215,0.002900007,0.0028461001,0.99331254],"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":[0.00045470204,0.00023648454,0.0010428607,0.000741646,0.00004759101,0.00033185972,0.00014361333,0.00053749257,0.0030663512,0.005304171,0.44120145,0.5468918],"study_design_scores_gemma":[0.000059484453,0.00015367125,0.00078119856,0.00036591943,0.000015931782,0.0003939339,0.00017953811,0.0002138411,0.0004056559,0.0006103987,0.9967932,0.000027114136],"about_ca_topic_score_codex":0.004467192,"about_ca_topic_score_gemma":0.0037335095,"teacher_disagreement_score":0.011266232,"about_ca_system_score_codex":0.0010797221,"about_ca_system_score_gemma":0.0009026126,"threshold_uncertainty_score":0.01606983},"labels":[],"label_agreement":null},{"id":"W4406445071","doi":"10.1016/s0967-0653(97)87575-8","title":"10.1016/s0967-0653(97)87575-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fourier transform; Environmental science; Geology; Remote sensing; Mathematics; Mathematical analysis","score_opus":0.005730873858784609,"score_gpt":0.14700619015008065,"score_spread":0.14127531629129605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406445071","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041352058,0.00038899103,0.0007122436,0.00033326025,0.000360965,0.00010764038,0.00063589273,0.0008014498,0.99624604],"genre_scores_gemma":[0.00047288957,0.00016872816,0.00024009553,0.00015309492,0.000057114004,0.00004717938,0.00027336398,0.0001312373,0.99845624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936885,0.000039014056,0.00005238522,0.000236167,0.00016275852,0.00014081267],"domain_scores_gemma":[0.99780947,0.00050988584,0.00014903514,0.0002472651,0.00060497946,0.0006794395],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010858838,0.003078889,0.002018863,0.0028484396,0.0026659882,0.0045097736,0.0035825996,0.0059167733,0.98847395],"category_scores_gemma":[0.0015826796,0.0010736116,0.0015540783,0.0028505898,0.0021853175,0.0054077487,0.003097626,0.0027424686,0.99329513],"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":[0.00038206193,0.00019210053,0.0007636202,0.0006722575,0.000044704917,0.0002635927,0.00012909633,0.00047043656,0.0023952897,0.006107316,0.4148814,0.5736981],"study_design_scores_gemma":[0.000050006365,0.00012394576,0.0005071386,0.00033993478,0.000014551599,0.0003149526,0.00012199158,0.00020559957,0.00032969814,0.00051894755,0.99744946,0.00002374678],"about_ca_topic_score_codex":0.0043079453,"about_ca_topic_score_gemma":0.003544098,"teacher_disagreement_score":0.011526048,"about_ca_system_score_codex":0.0012961014,"about_ca_system_score_gemma":0.0011402104,"threshold_uncertainty_score":0.01644051},"labels":[],"label_agreement":null},{"id":"W4406492677","doi":"10.1016/0967-0653(93)91637-r","title":"10.1016/0967-0653(93)91637-r","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Domain (mathematical analysis); Computer science; Geology; Mathematics; Mathematical analysis; Oceanography","score_opus":0.004313676411482206,"score_gpt":0.1386515035890138,"score_spread":0.1343378271775316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406492677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004787845,0.00031235354,0.00065614504,0.000384627,0.0003373883,0.00012453202,0.0006707694,0.00085785886,0.99617743],"genre_scores_gemma":[0.00066288374,0.0001831689,0.0002969152,0.00022903777,0.00007030403,0.000051955394,0.000330585,0.00016364378,0.99801147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942136,0.00003912267,0.000048982358,0.00021454829,0.00013747088,0.0001385446],"domain_scores_gemma":[0.997895,0.0005105035,0.00012475006,0.00023337762,0.0005135498,0.0007227578],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010711139,0.0029528686,0.0019051823,0.002650119,0.0029428897,0.0039605373,0.0033259257,0.005727886,0.9888103],"category_scores_gemma":[0.00167344,0.0011455396,0.001446009,0.0022272205,0.0023410688,0.0051268484,0.003063947,0.0025663038,0.9931518],"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":[0.0004257463,0.0002728851,0.0010724611,0.00070389506,0.00004560446,0.0003657521,0.00015405384,0.00051777455,0.0028785947,0.0051130643,0.4548882,0.53356194],"study_design_scores_gemma":[0.00006460122,0.00017273679,0.0008913407,0.00035854484,0.00001732113,0.00044642822,0.00019857571,0.00021669148,0.00040945425,0.0006140759,0.9965837,0.000026573569],"about_ca_topic_score_codex":0.0055673295,"about_ca_topic_score_gemma":0.0042232354,"teacher_disagreement_score":0.011189699,"about_ca_system_score_codex":0.0010839222,"about_ca_system_score_gemma":0.0009677745,"threshold_uncertainty_score":0.015960634},"labels":[],"label_agreement":null},{"id":"W4406585195","doi":"10.1016/s0967-0653(98)84647-4","title":"10.1016/s0967-0653(98)84647-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Marine engineering; Environmental science; Geology; Oceanography; Aeronautics; Engineering","score_opus":0.00501040634805026,"score_gpt":0.147288824676747,"score_spread":0.14227841832869675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406585195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040755444,0.00036994598,0.0006813966,0.00033997887,0.00033791878,0.00010354105,0.0006065416,0.00077581365,0.9963774],"genre_scores_gemma":[0.00046287957,0.00015656288,0.00024255803,0.00015629227,0.00005563432,0.00004554076,0.00024726844,0.00012389253,0.99850935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994204,0.0000359886,0.00004707116,0.00021971618,0.0001509654,0.00012594409],"domain_scores_gemma":[0.9978752,0.00049152784,0.00014580242,0.00023739082,0.0005805566,0.00066955935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010347742,0.0028793132,0.0018484426,0.0027401743,0.0026792777,0.00431232,0.0033909467,0.0057870517,0.988187],"category_scores_gemma":[0.001590595,0.001031907,0.001469823,0.0026430667,0.0021572916,0.005374528,0.0029352116,0.0028005848,0.9932955],"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":[0.00037433257,0.00019237887,0.0007740704,0.00064917025,0.000042107917,0.00026289542,0.00013241803,0.00044773935,0.0023721922,0.0061368323,0.43058863,0.5580272],"study_design_scores_gemma":[0.00004763784,0.00011886137,0.0004955173,0.00031859227,0.000013081268,0.00030163885,0.00011980127,0.00019334033,0.00029965249,0.0005116561,0.997558,0.000022320444],"about_ca_topic_score_codex":0.004343813,"about_ca_topic_score_gemma":0.0035071694,"teacher_disagreement_score":0.011812985,"about_ca_system_score_codex":0.001223662,"about_ca_system_score_gemma":0.0011010797,"threshold_uncertainty_score":0.016849816},"labels":[],"label_agreement":null},{"id":"W4407177698","doi":"10.1016/j.oceaneng.2025.120576","title":"Performance analysis of the passive heave compensation system for dual barge float-over operation","year":2025,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Key Technology Research and Development Program of Shandong; Technische Universiteit Delft; Norges Teknisk-Naturvitenskapelige Universitet; National Natural Science Foundation of China; Liaoning Medical University; Science Foundation Ireland; Providence Health Care","keywords":"BARGE; Float (project management); Compensation (psychology); Dual (grammatical number); Marine engineering; Engineering; Environmental science","score_opus":0.004570539480852138,"score_gpt":0.17892711845292347,"score_spread":0.17435657897207132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407177698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90524584,0.00017533121,0.08381931,0.00019864294,0.000047487672,0.000054911106,0.00012733946,0.00049115205,0.009839984],"genre_scores_gemma":[0.9980088,0.000012401308,0.0006735444,0.000010034958,0.000004002281,0.000005225218,0.000026002897,0.000006822577,0.001253189],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996965,0.00005188038,0.000011373177,0.00005599109,0.000100867044,0.000083570776],"domain_scores_gemma":[0.99958056,0.00017126338,0.0000412927,0.000025302046,0.0001591149,0.000022412054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035199066,0.0004272521,0.0004019582,0.00027519095,0.00055307586,0.00061315595,0.0003826724,0.00051228545,0.0036539598],"category_scores_gemma":[0.00066994556,0.00015986177,0.00023241655,0.00016513503,0.0002818204,0.00033368223,0.0003158588,0.00036148424,0.0004856518],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005362927,0.00030473003,0.011256441,0.000343844,0.00015003321,0.00038507598,0.00036664103,0.66375625,0.21118498,0.002865469,0.0018690588,0.10215454],"study_design_scores_gemma":[0.00006405584,0.0009915525,0.00704816,0.0000069986436,0.000048765007,0.00006163463,0.000081551145,0.97059095,0.020334743,0.0002404447,0.0005135277,0.000017583183],"about_ca_topic_score_codex":0.009879995,"about_ca_topic_score_gemma":0.005473992,"teacher_disagreement_score":0.009879995,"about_ca_system_score_codex":0.00062302983,"about_ca_system_score_gemma":0.0006025513,"threshold_uncertainty_score":0.019644976},"labels":[],"label_agreement":null},{"id":"W4407701449","doi":"10.3390/electronics14040795","title":"Graph Isomorphic Network-Assisted Optimal Coordination of Wave Energy Converters Based on Maximum Power Generation","year":2025,"lang":"en","type":"article","venue":"Electronics","topic":"Wave and Wind Energy 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":"University of Windsor","funders":"","keywords":"Converters; Wave energy converter; Power (physics); Graph; Electricity generation; Maximum power principle; Computer science; Energy (signal processing); Mathematics; Electronic engineering; Topology (electrical circuits); Electrical engineering; Theoretical computer science; Engineering; Physics","score_opus":0.007782282693776902,"score_gpt":0.18607229462579297,"score_spread":0.17829001193201607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407701449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09766872,0.0007287532,0.8824499,0.0007285483,0.00009471151,0.000067526205,0.00023429569,0.00093768054,0.017089762],"genre_scores_gemma":[0.9781382,0.0001887328,0.017506747,0.0000809061,0.00001620171,0.000065357686,0.00012831339,0.00004852656,0.0038270678],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998294,0.00003882525,0.000005021072,0.000052305008,0.000029214441,0.000045242905],"domain_scores_gemma":[0.99975866,0.00011269718,0.000038538463,0.00001713719,0.000047984857,0.00002494517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895537,0.0008508575,0.0006801504,0.00030755097,0.00031576306,0.00079139916,0.0010584026,0.00071475276,0.002579179],"category_scores_gemma":[0.0010156459,0.00030477016,0.00049940986,0.0002987256,0.0006149931,0.0009373686,0.0008290752,0.00088975567,0.00026632828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028079365,0.0000105811905,0.00024866563,0.000017851973,0.00001006994,0.000035118963,0.00001556673,0.9884919,0.0006606488,0.003660658,0.00041991612,0.006401005],"study_design_scores_gemma":[0.0000017010199,0.0000073661045,0.000032652355,0.0000011930119,0.000002449048,0.0000038831117,0.000002156106,0.9985745,0.00011850777,0.0011684903,0.000085713844,0.0000012945898],"about_ca_topic_score_codex":0.011143394,"about_ca_topic_score_gemma":0.011143178,"teacher_disagreement_score":0.011143394,"about_ca_system_score_codex":0.0013118145,"about_ca_system_score_gemma":0.0010993473,"threshold_uncertainty_score":0.022157073},"labels":[],"label_agreement":null},{"id":"W4407785327","doi":"10.3390/w17050613","title":"Analyzing Wave Dragon Under Different Wave Heights Using Flow-3D: A Computational Fluid Dynamics Approach","year":2025,"lang":"en","type":"article","venue":"Water","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Mechanics; Flow (mathematics); Fluid dynamics; Geology; Dynamics (music); Marine engineering; Computer science; Physics; Engineering; Acoustics","score_opus":0.01686744673624394,"score_gpt":0.20246052874274081,"score_spread":0.18559308200649688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407785327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8208481,0.00045360829,0.16168188,0.0005761197,0.00018866785,0.00021473641,0.0025425921,0.0021732019,0.011321022],"genre_scores_gemma":[0.94806993,0.00028088343,0.048196346,0.00008049755,0.000028664948,0.00021126968,0.0015068777,0.00011411337,0.001511322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998865,0.000011719038,0.0000079350275,0.000017620117,0.000051109975,0.000024997706],"domain_scores_gemma":[0.99979323,0.000102656304,0.000020994146,0.000014700862,0.000047187932,0.000021288975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024151217,0.0009109431,0.0006071777,0.0011219201,0.0006139626,0.0009966214,0.0005919253,0.0011428469,0.0021791593],"category_scores_gemma":[0.0006001845,0.0003903191,0.0009856138,0.00069985254,0.00047990802,0.0006035837,0.0005904951,0.0008243914,0.000253049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009906165,0.00025808346,0.012132162,0.00014968052,0.00005101018,0.00020866498,0.00014719882,0.9505233,0.012811556,0.0018149082,0.0012397295,0.020564614],"study_design_scores_gemma":[0.000006990181,0.000016995386,0.001449321,0.000005139197,0.000004926262,0.000012433568,0.000037158596,0.99698347,0.0009599061,0.00016515523,0.00034542516,0.000013052431],"about_ca_topic_score_codex":0.024245659,"about_ca_topic_score_gemma":0.020033827,"teacher_disagreement_score":0.024245659,"about_ca_system_score_codex":0.0004826008,"about_ca_system_score_gemma":0.0011800488,"threshold_uncertainty_score":0.04820907},"labels":[],"label_agreement":null},{"id":"W4409451552","doi":"10.1016/b978-0-44-313219-3.00026-5","title":"Ocean (marine) energy production","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Production (economics); Marine energy; Oceanography; Environmental science; Energy (signal processing); Geology; Physics; Economics","score_opus":0.007329448698087435,"score_gpt":0.17842625151995972,"score_spread":0.17109680282187228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409451552","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005177197,0.010019609,0.002135653,0.00047657156,0.0008973146,0.000012533448,0.00032397977,0.00015104758,0.98546565],"genre_scores_gemma":[0.0028165723,0.0078588575,0.0010374632,0.00012004196,0.00013592214,0.000010958224,0.00020899004,0.00011478114,0.98769647],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999249,0.0000044727394,0.0000038107162,0.000016061718,0.000043382028,0.000007326144],"domain_scores_gemma":[0.999967,0.0000061037936,0.0000022640384,0.000007079748,0.00001304162,0.0000045665493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092908995,0.0008945884,0.0003069326,0.0011334675,0.00044342323,0.002337998,0.00035354323,0.0006258177,0.1239531],"category_scores_gemma":[0.00018356531,0.0002921818,0.00027142078,0.0022372259,0.00037801595,0.0015129923,0.0009637484,0.0010536661,0.0644081],"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":[0.000020203262,0.00002499907,0.00018365664,0.00033482022,0.000006190566,0.00011497237,0.00012674877,0.00095344585,0.0023691815,0.070620514,0.29416737,0.6310779],"study_design_scores_gemma":[0.0000010338124,0.0000050000176,0.00018233185,0.000079168756,0.0000015683787,0.000047474103,0.000028410439,0.00009931029,0.00017998519,0.005363789,0.99400985,0.0000020713069],"about_ca_topic_score_codex":0.0055318587,"about_ca_topic_score_gemma":0.012602353,"teacher_disagreement_score":0.1239531,"about_ca_system_score_codex":0.0009074153,"about_ca_system_score_gemma":0.0006930544,"threshold_uncertainty_score":0.41466445},"labels":[],"label_agreement":null},{"id":"W4410840400","doi":"10.1061/9780784486146.005","title":"Advanced Mooring Analysis—Matarani Port, Peru","year":2025,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy 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":"National Research Council Canada","funders":"","keywords":"Port (circuit theory); Mooring; Marine engineering; Computer science; Engineering; Electrical engineering","score_opus":0.003370399775079493,"score_gpt":0.19696393308914312,"score_spread":0.19359353331406362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410840400","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.820115,0.0005035679,0.036481246,0.0010622628,0.000049988765,0.00036936207,0.0033949967,0.00088799954,0.13713571],"genre_scores_gemma":[0.9619876,0.000490962,0.009040412,0.000060198596,0.00002237028,0.00017448489,0.0017933015,0.00012223284,0.0263084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999076,0.000015398056,0.0000028774366,0.000019330773,0.000038202114,0.000016698645],"domain_scores_gemma":[0.9999126,0.000013900459,0.000009902646,0.000011687614,0.00004477979,0.0000071312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013928408,0.0002748734,0.00017655868,0.00057671673,0.0005883729,0.00057119125,0.00038904918,0.00038808587,0.007582977],"category_scores_gemma":[0.0005978232,0.00017447962,0.0003332686,0.0012627196,0.000157318,0.00052426517,0.00079943734,0.0003749668,0.0006424972],"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":[0.0004199293,0.00037814188,0.23440778,0.0006096179,0.0003051606,0.0052495445,0.00155149,0.33213893,0.04235091,0.023741726,0.025671883,0.33317485],"study_design_scores_gemma":[0.00014984877,0.0005859126,0.47216815,0.00016625745,0.00010259518,0.00081574806,0.0019795154,0.41546544,0.008973833,0.0065569207,0.092963725,0.00007210147],"about_ca_topic_score_codex":0.0383932,"about_ca_topic_score_gemma":0.062496953,"teacher_disagreement_score":0.0383932,"about_ca_system_score_codex":0.0005060136,"about_ca_system_score_gemma":0.0006134962,"threshold_uncertainty_score":0.07633942},"labels":[],"label_agreement":null},{"id":"W4411089403","doi":"10.5206/mase/22320","title":"Analysis of linear capillary gravity wave scattering by a submerged plate over an asymmetrical trench","year":2025,"lang":"en","type":"article","venue":"Mathematics in Applied Sciences and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Trench; Galerkin method; Mathematics; Mathematical analysis; Orthogonal polynomials; Algebraic equation; Scattering; Reflection (computer programming); Boundary element method; Boundary value problem; Geometry; Finite element method; Physics; Nonlinear system; Optics; Materials science; Computer science","score_opus":0.013619191942576372,"score_gpt":0.227755727195334,"score_spread":0.2141365352527576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411089403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757962,0.000088712615,0.02194717,0.00004457204,0.0000066120083,0.000008825638,0.000027632526,0.000038795017,0.0020415424],"genre_scores_gemma":[0.99786025,0.00006245044,0.0013867822,0.0000056469194,0.0000020794491,0.000002994278,0.000019067646,0.0000042196943,0.00065657054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999907,0.000014071976,0.0000022247546,0.000016205739,0.000035315083,0.00002509553],"domain_scores_gemma":[0.9998184,0.00008534104,0.00003266579,0.00000913679,0.000039279257,0.000015118782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017219203,0.00045348366,0.00025924327,0.00029716326,0.00022917018,0.00047945284,0.00037008114,0.0004964106,0.0007335323],"category_scores_gemma":[0.00030523454,0.00013797489,0.00032729807,0.00027224442,0.00052376295,0.00032263208,0.00032535268,0.0002678623,0.00007690562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016464679,0.000086590655,0.010154649,0.00014962851,0.00008145424,0.001743113,0.00026442643,0.79812694,0.1755842,0.003938062,0.00020942185,0.009496832],"study_design_scores_gemma":[0.0000052425844,0.000038131573,0.00295763,0.0000030780377,0.0000075573453,0.000058876456,0.00009195692,0.9913754,0.0051661097,0.00022695595,0.000060386472,0.000008783553],"about_ca_topic_score_codex":0.00833127,"about_ca_topic_score_gemma":0.0038745422,"teacher_disagreement_score":0.00833127,"about_ca_system_score_codex":0.00035207625,"about_ca_system_score_gemma":0.00039151424,"threshold_uncertainty_score":0.016565561},"labels":[],"label_agreement":null},{"id":"W4412905880","doi":"10.3390/jmse13081435","title":"Development of a Dual-Input Hybrid Wave–Current Ocean Energy System: Design, Fabrication, and Performance Evaluation","year":2025,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Imam Abdulrahman Bin Faisal University","keywords":"Dual (grammatical number); Fabrication; Current (fluid); Energy (signal processing); Environmental science; Systems engineering; Computer science; Marine engineering; Electrical engineering; Engineering; Physics","score_opus":0.01569529929779376,"score_gpt":0.21253873589555658,"score_spread":0.19684343659776282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412905880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65636545,0.000738014,0.3286743,0.00021734911,0.00019951754,0.0006268726,0.00035162453,0.00093611964,0.011890722],"genre_scores_gemma":[0.87439734,0.00033018796,0.11727903,0.00005481416,0.00001983084,0.00027385657,0.00025205425,0.000054852124,0.007337986],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981886,0.000012216987,0.000011525057,0.00003049769,0.00011282743,0.000014034296],"domain_scores_gemma":[0.9998765,0.000014077881,0.000020825531,0.000016245753,0.00006069561,0.000011600974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030428704,0.00022784226,0.00026114398,0.00027761827,0.00023974011,0.0003812434,0.0004751248,0.0003244343,0.0014321519],"category_scores_gemma":[0.00023853806,0.00016108833,0.00018385959,0.00021487134,0.00017482332,0.0004610087,0.00033298563,0.0002507661,0.00066285505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001442806,0.00014290844,0.0021388456,0.0005774329,0.00002851537,0.00040220842,0.00018998618,0.011415752,0.8840262,0.001735107,0.0012163952,0.097982265],"study_design_scores_gemma":[0.00011248458,0.0030136087,0.009344458,0.00005162725,0.000072452625,0.0009020415,0.00015833005,0.079732284,0.87135667,0.00045822226,0.034737594,0.000060220947],"about_ca_topic_score_codex":0.0003374091,"about_ca_topic_score_gemma":0.0007115534,"teacher_disagreement_score":0.0014321519,"about_ca_system_score_codex":0.00021456242,"about_ca_system_score_gemma":0.00031895505,"threshold_uncertainty_score":0.0047910213},"labels":[],"label_agreement":null},{"id":"W4413391319","doi":"10.1115/omae2025-157369","title":"Damping Contributions of Semi-Taut Mooring for Floating Wind Turbines","year":2025,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Marine engineering; Wind power; Mooring; Computer science; Engineering; Electrical engineering","score_opus":0.007392167049241681,"score_gpt":0.2369622588149646,"score_spread":0.22957009176572293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413391319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878429,0.0000410243,0.01131601,0.000013844535,0.0000042416445,0.000007376931,0.000025492134,0.000056462028,0.0006926421],"genre_scores_gemma":[0.99877757,0.000012988298,0.0010110432,0.00000257952,6.7868393e-7,0.0000033457738,0.00001689671,0.000004577699,0.00017020231],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998981,0.000014940229,0.000008521987,0.000016989567,0.000044192497,0.000017317025],"domain_scores_gemma":[0.99975437,0.00006238202,0.000058277114,0.000040430412,0.000052462736,0.00003207778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016648219,0.00021097095,0.00021261472,0.00027915929,0.00021104155,0.000315127,0.0001984737,0.00018377406,0.0012901814],"category_scores_gemma":[0.0005190191,0.00012760954,0.00018013325,0.0001844619,0.00022672905,0.00025667928,0.00037171345,0.00014927938,0.000171628],"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":[0.0007198902,0.00009697446,0.022794576,0.0001718929,0.00004753392,0.00042614556,0.00023877167,0.040811464,0.85793775,0.00035922375,0.00015270984,0.07624307],"study_design_scores_gemma":[0.0000576738,0.0030561069,0.22530296,0.000040323244,0.000062606814,0.0008249537,0.00050803425,0.55055934,0.2164795,0.000531886,0.00250867,0.00006794461],"about_ca_topic_score_codex":0.00051241415,"about_ca_topic_score_gemma":0.00096796395,"teacher_disagreement_score":0.0012901814,"about_ca_system_score_codex":0.000111163354,"about_ca_system_score_gemma":0.000084633946,"threshold_uncertainty_score":0.004316032},"labels":[],"label_agreement":null},{"id":"W4413391873","doi":"10.1115/omae2025-157429","title":"Experimental Emulation of Shutdown and Start-Up Procedures in Wave Basin Tests of a 15MW Floating Offshore Wind Turbine","year":2025,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Emulation; Offshore wind power; Marine engineering; Turbine; Shutdown; Submarine pipeline; Environmental science; Computer science; Engineering; Nuclear engineering; Aerospace engineering; Geotechnical engineering","score_opus":0.011694040269639478,"score_gpt":0.23112662443102872,"score_spread":0.21943258416138925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413391873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571085,0.000017163096,0.0036341227,0.000008064098,0.000015490843,0.000037160145,0.0000923345,0.00013272376,0.00035202876],"genre_scores_gemma":[0.99891114,0.000008103337,0.00070867245,0.0000037110324,0.0000014515518,0.000023198378,0.000059911195,0.000011907636,0.00027201293],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996159,0.000057197412,0.000032210788,0.0000740568,0.00012929401,0.000091387694],"domain_scores_gemma":[0.998855,0.00049412367,0.00011965813,0.00017661437,0.00021179784,0.00014274706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044449582,0.0005385117,0.00037994448,0.00034139855,0.00025534703,0.00028049244,0.00068163703,0.00052432413,0.002689429],"category_scores_gemma":[0.0014027127,0.00021283985,0.0003085045,0.0001316982,0.0004730273,0.00035014804,0.000411981,0.00048586415,0.00035201115],"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":[0.0029927287,0.0019593553,0.0074581057,0.0005101147,0.00006957612,0.001045594,0.0010892509,0.0575255,0.8995307,0.00049713213,0.0004912498,0.026830627],"study_design_scores_gemma":[0.00027002412,0.02146738,0.039012864,0.00006141648,0.00008053373,0.00024769353,0.00048807415,0.15158924,0.78495973,0.0002482199,0.0014984217,0.00007632981],"about_ca_topic_score_codex":0.0004789417,"about_ca_topic_score_gemma":0.00065219187,"teacher_disagreement_score":0.002689429,"about_ca_system_score_codex":0.00019245087,"about_ca_system_score_gemma":0.00015640652,"threshold_uncertainty_score":0.008997023},"labels":[],"label_agreement":null},{"id":"W4414219052","doi":"10.36688/ewtec-2025-716","title":"Ocean Wave Energy Converter Mid-Fidelity Numerical Simulation Tools: A Review","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... European Wave and Tidal Energy Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bespoke; Energy (signal processing); Marine energy; Reliability (semiconductor); Wave energy converter; Meaning (existential); Renewable energy","score_opus":0.023931388892999013,"score_gpt":0.21159818717369552,"score_spread":0.18766679828069652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414219052","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012530253,0.9731987,0.014928199,0.0008494952,0.0005555792,0.00008611871,0.0003341222,0.00031696397,0.008477812],"genre_scores_gemma":[0.0073915296,0.97674155,0.012587093,0.00041571367,0.00027674533,0.00013948488,0.0005600669,0.00018778016,0.0017000745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823475,0.00034537815,0.00033522543,0.0001963453,0.000810082,0.00007823995],"domain_scores_gemma":[0.989901,0.0068737348,0.00051670946,0.00024738398,0.0023057132,0.00015548513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033371623,0.0010809941,0.0010447636,0.0044182,0.0005003883,0.0022466134,0.0024665804,0.0014992958,0.0054990943],"category_scores_gemma":[0.011986252,0.00083321956,0.0013557154,0.0044014626,0.00062882056,0.002696448,0.0011115712,0.0013670849,0.002821876],"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":[0.00008274749,0.000121961515,0.0010731994,0.046383884,0.00019056523,0.0001280206,0.00042468248,0.007219192,0.0017921701,0.017227313,0.031028034,0.8943283],"study_design_scores_gemma":[0.000014491502,0.000102608596,0.00086405355,0.022240255,0.00026025777,0.00025276752,0.00022721983,0.0039377757,0.0023767832,0.0043203398,0.9653226,0.00008072381],"about_ca_topic_score_codex":0.003375273,"about_ca_topic_score_gemma":0.003244091,"teacher_disagreement_score":0.0054990943,"about_ca_system_score_codex":0.0007410983,"about_ca_system_score_gemma":0.0033435442,"threshold_uncertainty_score":0.018396318},"labels":[],"label_agreement":null},{"id":"W4414219646","doi":"10.36688/ewtec-2025-842","title":"A novel two-point mooring for a floating vertical axis tidal turbine platform","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... European Wave and Tidal Energy Conference","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Mooring; Tidal power; Slip (aerodynamics); Turbine; Tidal range; Submarine pipeline; Current (fluid); Buoy","score_opus":0.019662167196306146,"score_gpt":0.20207845762631252,"score_spread":0.18241629043000637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414219646","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34189427,0.00026722744,0.63718206,0.0002534641,0.00018432441,0.00040956508,0.000204261,0.0018892684,0.01771556],"genre_scores_gemma":[0.8121036,0.00015395092,0.1751824,0.000063825944,0.000016375485,0.00017502232,0.0001499214,0.000042321204,0.012112562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999767,0.000019287123,0.000013939504,0.000050576065,0.00010430668,0.00004493145],"domain_scores_gemma":[0.9998368,0.000011810331,0.000031123498,0.000030783907,0.000039531726,0.000049872044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296432,0.0006085731,0.00019301356,0.00034083982,0.00044551643,0.00041885595,0.0010696673,0.0007722272,0.003022047],"category_scores_gemma":[0.0002110309,0.00022364932,0.00039241344,0.0002210696,0.00034078394,0.00046397792,0.0012321157,0.0004410008,0.0009633073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001890928,0.00013462939,0.009513757,0.00037035358,0.00004167968,0.0016898125,0.00032588906,0.041570723,0.6389627,0.005800768,0.0020128547,0.29938778],"study_design_scores_gemma":[0.00023211012,0.008635792,0.049638387,0.00025233068,0.00014287976,0.005108201,0.0010776252,0.5196295,0.26762342,0.0028688903,0.14438833,0.0004026008],"about_ca_topic_score_codex":0.0025036822,"about_ca_topic_score_gemma":0.00528592,"teacher_disagreement_score":0.003022047,"about_ca_system_score_codex":0.00023827735,"about_ca_system_score_gemma":0.0006989887,"threshold_uncertainty_score":0.010109723},"labels":[],"label_agreement":null},{"id":"W4415564384","doi":"10.3390/jmse13112047","title":"A Computational Framework for Fully Coupled Time-Domain Aero-Hydro-Servo-Elastic Analysis of Hybrid Offshore Wind and Wave Energy Systems by Deploying Generalized Modes","year":2025,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Renewable Energy Laboratory; Queen's University; Queen's University Belfast","keywords":"Wave energy converter; Offshore wind power; Turbine; Buoy; Hydrostatic equilibrium; Wind power; Stiffness; Wave model; Wind wave","score_opus":0.0059495035995742055,"score_gpt":0.20147008750818582,"score_spread":0.1955205839086116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415564384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004852241,0.00008268628,0.99200094,0.000046299978,0.000046596677,0.00008168245,0.00007448145,0.00021730154,0.0025977993],"genre_scores_gemma":[0.20506932,0.00047481572,0.78672665,0.00012813506,0.000115462666,0.0013238379,0.00047209038,0.0005753841,0.0051143086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976486,0.00006866336,0.000017352075,0.000034673732,0.00008621699,0.000028196859],"domain_scores_gemma":[0.9996959,0.0001327048,0.00003316114,0.000046637775,0.000061378254,0.000030287812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007003373,0.0012506644,0.0008789394,0.000577647,0.00063749193,0.0008879377,0.0022520637,0.0014733915,0.0035042043],"category_scores_gemma":[0.0011009376,0.00053118553,0.0015469416,0.00036336225,0.00088412815,0.0007731244,0.002161928,0.0015702463,0.00083452906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022424663,0.000047154004,0.00051233,0.000115036375,0.000044691118,0.0002109973,0.00010105077,0.9360165,0.0065509663,0.042759515,0.0006832331,0.012936059],"study_design_scores_gemma":[0.000006311389,0.000011925373,0.00005115305,0.000009574541,0.0000035613127,0.000019937672,0.000011206452,0.9944739,0.0003195502,0.0033852742,0.0017017496,0.000006008189],"about_ca_topic_score_codex":0.0039263614,"about_ca_topic_score_gemma":0.0035676165,"teacher_disagreement_score":0.0039263614,"about_ca_system_score_codex":0.0004595788,"about_ca_system_score_gemma":0.0013319415,"threshold_uncertainty_score":0.0117227435},"labels":[],"label_agreement":null},{"id":"W4415753545","doi":"10.1016/b978-0-443-29056-5.00026-8","title":"Introduction to buoyancy work energy storage systems","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Modular design; Buoyancy; Submarine pipeline; Marine energy; Energy storage; Renewable energy","score_opus":0.00649189790309196,"score_gpt":0.18024827294212542,"score_spread":0.17375637503903346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415753545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002899291,0.07761226,0.07707579,0.0030250254,0.0064457324,0.00011437665,0.0011315905,0.0012417556,0.8304542],"genre_scores_gemma":[0.013282558,0.033242993,0.011591173,0.0005311906,0.0010639552,0.00006746578,0.00057952874,0.00023208055,0.939409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99992645,0.000005816673,0.0000045655893,0.000013221975,0.000043582673,0.0000063391103],"domain_scores_gemma":[0.9999292,0.000020277472,0.0000029724893,0.000009057946,0.000033670243,0.000004910041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255083,0.0007216673,0.00038497263,0.00095763605,0.00036034296,0.0009321096,0.00049864326,0.0006062571,0.066705436],"category_scores_gemma":[0.00019552009,0.000332538,0.00031584222,0.0015658694,0.0003364851,0.0014941926,0.00063127984,0.0009620626,0.0197042],"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":[0.000032961492,0.00006130547,0.00009230959,0.0006468375,0.000010044723,0.000099049415,0.00012342943,0.0036508995,0.0047911056,0.086986125,0.23173875,0.6717672],"study_design_scores_gemma":[0.000004449722,0.000028203467,0.0001790631,0.00015392281,0.0000034433285,0.00010469281,0.00002570758,0.0016647524,0.00094334077,0.017081318,0.979803,0.000008116388],"about_ca_topic_score_codex":0.0009990442,"about_ca_topic_score_gemma":0.0017898865,"teacher_disagreement_score":0.066705436,"about_ca_system_score_codex":0.00043419944,"about_ca_system_score_gemma":0.00041712387,"threshold_uncertainty_score":0.22315192},"labels":[],"label_agreement":null},{"id":"W4416227147","doi":"10.5772/intechopen.1013118","title":"Vertical Axis Wind Turbines Intelligent Farms","year":2025,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wind power; Offshore wind power; Aeroelasticity; Acceleration; Aerodynamics; Pitch control; Vertical axis; Wind speed","score_opus":0.01585101228292497,"score_gpt":0.21349836163921274,"score_spread":0.19764734935628778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416227147","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02062775,0.025415204,0.15195745,0.0010763906,0.0026311052,0.00012792039,0.0007710835,0.0025769076,0.7948162],"genre_scores_gemma":[0.08408431,0.02203698,0.041469887,0.0003549745,0.00035256846,0.00007441223,0.0010822415,0.0001909575,0.85035366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999565,0.0000024469427,0.000001719388,0.000009181915,0.000025851978,0.000004359901],"domain_scores_gemma":[0.9999709,0.0000058884075,0.0000019741383,0.0000051731927,0.000012426662,0.0000035573657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003843759,0.0003314606,0.00017570285,0.00021003463,0.00020957332,0.00075926783,0.00033125083,0.00035718546,0.015911542],"category_scores_gemma":[0.00007920494,0.00017653544,0.000171443,0.00043003962,0.00010505594,0.00072350074,0.00035561962,0.0004993708,0.007777297],"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":[0.0000607232,0.000055041575,0.00032900713,0.00059634185,0.000014425336,0.00022266088,0.0001598809,0.014298724,0.0356878,0.06176946,0.10034443,0.78646153],"study_design_scores_gemma":[0.000012519362,0.0001047377,0.0010523873,0.00015699961,0.00000808334,0.00041434917,0.00006240113,0.010692634,0.0042777914,0.0132544385,0.9699533,0.000010242943],"about_ca_topic_score_codex":0.0003369027,"about_ca_topic_score_gemma":0.0007713109,"teacher_disagreement_score":0.015911542,"about_ca_system_score_codex":0.0001280055,"about_ca_system_score_gemma":0.0001283809,"threshold_uncertainty_score":0.05322945},"labels":[],"label_agreement":null},{"id":"W4416419095","doi":"10.1016/j.energy.2025.139365","title":"A bibliometric analysis of oscillating-water-column wave energy converters: emerging trends and research frontiers","year":2025,"lang":"en","type":"article","venue":"Energy","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Sichuan Province Science and Technology Support Program; National Natural Science Foundation of China","keywords":"Renewable energy; Bibliometrics; Visualization; China; Scientometrics; Wave power; Efficient energy use; Key (lock); Wind power","score_opus":0.020645409234761953,"score_gpt":0.26485915063397886,"score_spread":0.2442137413992169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416419095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.633977,0.16371498,0.009495716,0.008666445,0.0010079624,0.00036503907,0.081748076,0.000741949,0.1002828],"genre_scores_gemma":[0.90872806,0.050487,0.0046475003,0.00029940114,0.000910686,0.0001849078,0.03101885,0.00008081892,0.0036426934],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99188906,0.0012479456,0.0014830431,0.0008020088,0.004052837,0.00052513997],"domain_scores_gemma":[0.9481582,0.026717197,0.007877605,0.0014258773,0.014510533,0.0013105273],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0047780355,0.0005585244,0.0013676201,0.12886089,0.0012567162,0.007001985,0.0008860506,0.00075129274,0.0066057737],"category_scores_gemma":[0.03394552,0.0001910216,0.001407957,0.20758912,0.00084162044,0.0047581433,0.0017315842,0.00054521684,0.0014769785],"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":[0.00038781614,0.00022847769,0.4929533,0.014174128,0.0018084961,0.0005591181,0.0035353333,0.0017600037,0.0022527457,0.01494613,0.039276283,0.42811814],"study_design_scores_gemma":[0.000042870917,0.00018634394,0.8239115,0.004616059,0.0016992604,0.001294059,0.008889379,0.006378496,0.0018136252,0.0070712846,0.14395505,0.00014199113],"about_ca_topic_score_codex":0.009112944,"about_ca_topic_score_gemma":0.011382366,"teacher_disagreement_score":0.8711391,"about_ca_system_score_codex":0.0023427377,"about_ca_system_score_gemma":0.0052871113,"threshold_uncertainty_score":0.025269032},"labels":[],"label_agreement":null},{"id":"W4416782520","doi":"10.54337/aau805696467","title":"ADVANCED HIERARCHICAL CONTROL FRAMEWORK AND OPTIMAL OPERATION FOR RENEWABLE ENERGY-BASED OFFSHORE DC MICROGRID","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Microgrid; Renewable energy; Control (management); Submarine pipeline; Control system; Production (economics)","score_opus":0.005027130842605619,"score_gpt":0.2199596631682871,"score_spread":0.2149325323256815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416782520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029862216,0.00030329343,0.9531729,0.00022647665,0.000088706445,0.000068310015,0.00008694567,0.00025245838,0.015938744],"genre_scores_gemma":[0.9710234,0.00015665984,0.02578354,0.00004695266,0.000040810028,0.000071584356,0.0000618561,0.000019924017,0.0027951188],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998362,0.000033026165,0.000010738685,0.000035195048,0.00004932334,0.00003541937],"domain_scores_gemma":[0.9998989,0.000020511023,0.0000137750985,0.000010784888,0.000047073176,0.000008877381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035827438,0.0004701042,0.00041658958,0.0002276781,0.00043131027,0.0008405977,0.00065910275,0.00034022136,0.0028845845],"category_scores_gemma":[0.0003689755,0.00017168134,0.00040849013,0.00030562823,0.00038723185,0.00047224408,0.0006290229,0.0005165627,0.00024286835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007875557,0.000046963814,0.00025345045,0.0000691307,0.000024452333,0.00006997641,0.00008758529,0.9295495,0.005464948,0.03126025,0.0016524541,0.031442504],"study_design_scores_gemma":[0.000005038303,0.000022113403,0.0000659918,0.0000023264718,0.000003650001,0.0000042447446,0.000009706584,0.996709,0.0002264434,0.002622768,0.00032624084,0.0000024297283],"about_ca_topic_score_codex":0.011850234,"about_ca_topic_score_gemma":0.011418597,"teacher_disagreement_score":0.011850234,"about_ca_system_score_codex":0.0006269648,"about_ca_system_score_gemma":0.00087572547,"threshold_uncertainty_score":0.02356255},"labels":[],"label_agreement":null},{"id":"W4416953821","doi":"10.1615/interjenercleanenv.2025059686","title":"Design and Analysis of a Floating Hybrid Solar-Wind Plant in Kaptai Lake","year":2025,"lang":"en","type":"article","venue":"International Journal of Energy for a Clean Environment","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hydrology (agriculture); Aquatic plant","score_opus":0.008749066031136178,"score_gpt":0.20213101533735506,"score_spread":0.19338194930621888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416953821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80014074,0.0001446832,0.18322456,0.00018829782,0.000029207516,0.00018907717,0.00020215535,0.0006591749,0.015222162],"genre_scores_gemma":[0.9915999,0.000025910433,0.005850344,0.0000063011253,0.0000016970831,0.000040787218,0.000027486665,0.000011806704,0.0024357936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998814,0.000017577095,0.0000038088792,0.000029432556,0.000044989807,0.0000228198],"domain_scores_gemma":[0.9999155,0.000025839383,0.000014591443,0.000006511641,0.000023673772,0.000013910909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014844375,0.00034918188,0.0004598075,0.00017128598,0.0009073175,0.00076956785,0.0007492629,0.0006355688,0.0032202597],"category_scores_gemma":[0.00013993477,0.0003286795,0.00042835643,0.0001618835,0.00029686396,0.00036970468,0.0004882586,0.00035748997,0.0002962363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043121746,0.000111041816,0.0042341673,0.00030641447,0.00006069845,0.0007043733,0.00015099093,0.8630398,0.10441573,0.0014374888,0.0003698137,0.024738224],"study_design_scores_gemma":[0.000059043974,0.00071573263,0.0046775877,0.000012273654,0.000053662105,0.00009392358,0.0001661136,0.98046035,0.012123694,0.00041291237,0.0012033517,0.0000213722],"about_ca_topic_score_codex":0.0065328185,"about_ca_topic_score_gemma":0.008245299,"teacher_disagreement_score":0.0065328185,"about_ca_system_score_codex":0.00047180493,"about_ca_system_score_gemma":0.0009224956,"threshold_uncertainty_score":0.012989581},"labels":[],"label_agreement":null},{"id":"W4417473172","doi":"10.1109/pcic47468.2025.11289066","title":"Deep Dive: Reliably Delivering the Benefits of CSI Variable Speed Operation for Medium Voltage Motors Over Extremely Long Distances","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Subsea; Flywheel; Variable-frequency drive; Harmonics; Submarine pipeline; Attenuation; Voltage; Variable (mathematics); Inverter","score_opus":0.011477177892559056,"score_gpt":0.22145816157667403,"score_spread":0.20998098368411497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417473172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6945063,0.00067037635,0.27923128,0.0004026622,0.00008474395,0.00008055613,0.00013694541,0.0014781723,0.02340903],"genre_scores_gemma":[0.9923515,0.000062582636,0.0063052755,0.000022514047,0.0000067415685,0.000007761067,0.00003825585,0.000016321546,0.0011889735],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987996,0.000009576558,0.0000040604027,0.000016922007,0.00006913927,0.000020399908],"domain_scores_gemma":[0.9998841,0.000022459799,0.000023794008,0.000019262527,0.000036118476,0.000014161936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121650875,0.00018857923,0.0001313146,0.00012935251,0.0001587618,0.00028535412,0.00040569095,0.00019999668,0.0012326281],"category_scores_gemma":[0.0002846965,0.00006952469,0.00007452119,0.00013250462,0.0002136501,0.00046476428,0.00044887903,0.000278302,0.00042921747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039304726,0.00009150365,0.005018273,0.00038538626,0.000014920888,0.0003575384,0.00040430945,0.01750798,0.67672986,0.0032215568,0.002670185,0.2932055],"study_design_scores_gemma":[0.0001441826,0.0032426317,0.021779172,0.00012329851,0.000039146253,0.0012697601,0.00069686753,0.38205174,0.5185627,0.004513151,0.06750711,0.00007034059],"about_ca_topic_score_codex":0.00063917955,"about_ca_topic_score_gemma":0.0012727415,"teacher_disagreement_score":0.0012326281,"about_ca_system_score_codex":0.00020081968,"about_ca_system_score_gemma":0.00016074281,"threshold_uncertainty_score":0.004123509},"labels":[],"label_agreement":null},{"id":"W6903231103","doi":"10.1051/e3sconf/202447302005/pdf","title":"The effect of pump diameter and penstock pipe on the electric power of a hybrid generator","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbine; Penstock; Wells turbine; Electric generator; Generator (circuit theory); Electricity generation; Attenuator (electronics); Power (physics); Electric power; Power station","score_opus":0.0057196595563682616,"score_gpt":0.19429554029894658,"score_spread":0.1885758807425783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903231103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525756,0.00037910615,0.0028297678,0.000050355866,0.00004043276,0.000013037193,0.00011628571,0.00013571316,0.0011777157],"genre_scores_gemma":[0.9984486,0.00013248804,0.000687978,0.00001908442,0.000010037791,0.000007942356,0.00006829924,0.000030282727,0.0005952915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994961,0.00009981756,0.00005144836,0.00014511381,0.00012271004,0.000084802974],"domain_scores_gemma":[0.99531835,0.003017829,0.00063843007,0.0002577811,0.00056372,0.00020382287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051820395,0.00049329316,0.0002969401,0.0003066828,0.00021813513,0.00059095083,0.0003249271,0.00041795772,0.0018396649],"category_scores_gemma":[0.002877367,0.00035964473,0.0002419863,0.00038710196,0.00031096485,0.00068942393,0.00026436814,0.00041394835,0.00049066957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042031296,0.0003950463,0.034692243,0.00038569013,0.000087788525,0.0014081815,0.00035800386,0.019672167,0.88662994,0.00029693433,0.00079803605,0.051072728],"study_design_scores_gemma":[0.00011460356,0.007102518,0.14932239,0.00003950506,0.0002165284,0.0007541464,0.00051011017,0.026637489,0.81048006,0.00010525925,0.0046313917,0.000086059015],"about_ca_topic_score_codex":0.00040753794,"about_ca_topic_score_gemma":0.00056700537,"teacher_disagreement_score":0.0018396649,"about_ca_system_score_codex":0.00029154512,"about_ca_system_score_gemma":0.0001381679,"threshold_uncertainty_score":0.006154299},"labels":[],"label_agreement":null},{"id":"W6910595799","doi":"10.4224/40000430","title":"Report of a group set up to review wavemakers and wavemaking technology in OCRE facilities","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software; Set (abstract data type); Position (finance); Field (mathematics); Order (exchange); Control (management)","score_opus":0.012600321006192343,"score_gpt":0.2231954290500059,"score_spread":0.21059510804381354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6910595799","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01513181,0.7729451,0.012585616,0.071076445,0.027141778,0.010867559,0.007938617,0.00091347314,0.08139964],"genre_scores_gemma":[0.04808195,0.7364344,0.039209016,0.049795028,0.0077423984,0.01190002,0.013286667,0.00091723964,0.092633374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9584183,0.011928958,0.006639978,0.0021766261,0.01884619,0.0019899039],"domain_scores_gemma":[0.77778894,0.026158297,0.022991579,0.004463025,0.16204017,0.0065578953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041949127,0.0012690907,0.0019887676,0.018135883,0.001968467,0.0066228705,0.0032651594,0.0045304485,0.0066587515],"category_scores_gemma":[0.073810115,0.0011342079,0.0029713758,0.012723546,0.0011147844,0.0053120516,0.0036682351,0.0032628202,0.004464663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003199031,0.00020733003,0.0036392363,0.063489445,0.0008095899,0.0010039484,0.0041784435,0.0005644601,0.0071726516,0.0057524624,0.5408105,0.37205195],"study_design_scores_gemma":[0.000042095442,0.0002691724,0.0031969508,0.029924653,0.000564026,0.00025012527,0.0010559632,0.00006401121,0.0017913688,0.00027379088,0.9625146,0.0000532584],"about_ca_topic_score_codex":0.013979773,"about_ca_topic_score_gemma":0.02838332,"teacher_disagreement_score":0.041949127,"about_ca_system_score_codex":0.010306375,"about_ca_system_score_gemma":0.048879538,"threshold_uncertainty_score":0.22185081},"labels":[],"label_agreement":null},{"id":"W6912712453","doi":"10.5281/zenodo.7147782","title":"Communication Plan II","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Horizon 2020 Framework Programme","keywords":"Plan (archaeology); Line (geometry); Identity (music); Communications system; Dissemination","score_opus":0.028778586385445698,"score_gpt":0.20165636058110425,"score_spread":0.17287777419565856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912712453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014320837,0.00056032155,0.030064562,0.004596935,0.0036354868,0.0024511763,0.019152012,0.006529227,0.93157804],"genre_scores_gemma":[0.013817678,0.0010592339,0.02278232,0.003349561,0.00083207374,0.003208868,0.044212446,0.0034997202,0.90723795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993046,0.0011645538,0.00038343333,0.00061693235,0.0038644322,0.000924698],"domain_scores_gemma":[0.99209315,0.0010347152,0.00036421383,0.001009966,0.0048616757,0.0006362148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045565353,0.0012401857,0.00038926752,0.002750948,0.002233661,0.006837629,0.0020505923,0.0031773204,0.33737445],"category_scores_gemma":[0.011225772,0.00050459703,0.00074581895,0.0018935349,0.0008804133,0.0037626815,0.0031580147,0.0030166223,0.24001887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001488489,0.000071441646,0.00028794497,0.0003727117,0.000006269809,0.00011039297,0.00041327678,0.00063789455,0.0014549695,0.06180402,0.83742464,0.0972677],"study_design_scores_gemma":[0.000009495561,0.000019407295,0.00018188459,0.00008819924,0.000001914642,0.000032132288,0.00007801079,0.000108562585,0.00038702888,0.001344672,0.9977392,0.000009484148],"about_ca_topic_score_codex":0.013446814,"about_ca_topic_score_gemma":0.006868168,"teacher_disagreement_score":0.33737445,"about_ca_system_score_codex":0.0033976373,"about_ca_system_score_gemma":0.010092749,"threshold_uncertainty_score":0.9451549},"labels":[],"label_agreement":null},{"id":"W6913095419","doi":"10.5281/zenodo.7188043","title":"Communication Plan III","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Horizon 2020 Framework Programme","keywords":"Plan (archaeology); Line (geometry); Identity (music); Communications system; Visual communication","score_opus":0.03002012635841579,"score_gpt":0.20931746404762838,"score_spread":0.17929733768921258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913095419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013863257,0.00052717986,0.03143283,0.004375394,0.003402527,0.002329462,0.020002486,0.0071245073,0.92941934],"genre_scores_gemma":[0.013642858,0.0010705052,0.023182502,0.0032024062,0.0007800668,0.0029092298,0.04601663,0.004077365,0.90511835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929771,0.0011396046,0.00038491195,0.0005752434,0.00401973,0.00090338703],"domain_scores_gemma":[0.9921062,0.0009286742,0.00035499857,0.0010179143,0.0049750963,0.0006170807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004935371,0.0011416363,0.00037277534,0.0023991114,0.002189619,0.007123678,0.0021814436,0.0030242861,0.31881627],"category_scores_gemma":[0.01142703,0.00047249062,0.0008022992,0.0017321727,0.0008484251,0.0034196896,0.0030636599,0.0028015345,0.25177914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013166598,0.00006462203,0.0002844034,0.00035039274,0.0000065018858,0.00010464171,0.0003953433,0.000662113,0.0014554913,0.057542805,0.84949744,0.08950462],"study_design_scores_gemma":[0.000008172497,0.000017196851,0.00018211306,0.000087779204,0.0000018619027,0.000029557455,0.000077061384,0.000109643464,0.00039819657,0.0012616366,0.9978175,0.000009275148],"about_ca_topic_score_codex":0.015387057,"about_ca_topic_score_gemma":0.007567269,"teacher_disagreement_score":0.31881627,"about_ca_system_score_codex":0.0035871882,"about_ca_system_score_gemma":0.0105709275,"threshold_uncertainty_score":0.9716259},"labels":[],"label_agreement":null},{"id":"W6960623199","doi":"10.1371/journal.pone.0308699.g001","title":"PRISMA flow diagram.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food security; Observational study; Population; Pandemic; Systematic review; Food insecurity; Grey literature","score_opus":0.015233706782795382,"score_gpt":0.19514860655426533,"score_spread":0.17991489977146996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960623199","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010392932,0.0039718444,0.015206612,0.010090145,0.0063192,0.22832607,0.711274,0.0058814706,0.017891347],"genre_scores_gemma":[0.0026876784,0.0025551564,0.075343415,0.0033168986,0.0003430859,0.863822,0.03802683,0.0010506005,0.012854403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9718649,0.011616328,0.008557962,0.0038793816,0.003026527,0.0010548797],"domain_scores_gemma":[0.8901699,0.06584918,0.009477146,0.009305574,0.022506244,0.0026918664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.045082137,0.0035187523,0.0091711385,0.018004833,0.0028223325,0.010511431,0.0058359676,0.0045751473,0.6307737],"category_scores_gemma":[0.14662036,0.0043690563,0.010284413,0.015213104,0.0024544706,0.004837743,0.005090239,0.0077514797,0.07477192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002739673,0.00028844154,0.00071666983,0.36232665,0.0014356038,0.00018024888,0.00096277427,0.0020141103,0.00041729174,0.016615715,0.55735725,0.05494571],"study_design_scores_gemma":[0.013858274,0.0004508639,0.002699148,0.13600318,0.0016640581,0.0002682569,0.0015459136,0.0027373908,0.00059223466,0.041009355,0.7987297,0.00044157406],"about_ca_topic_score_codex":0.013742289,"about_ca_topic_score_gemma":0.015063931,"teacher_disagreement_score":0.6307737,"about_ca_system_score_codex":0.008293025,"about_ca_system_score_gemma":0.048869155,"threshold_uncertainty_score":0.52665645},"labels":[],"label_agreement":null},{"id":"W6960761133","doi":"10.14288/1.0171438","title":"British Columbia Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Historical record; Publishing; Columbia university; Archaeological record","score_opus":0.011523754420677487,"score_gpt":0.19456070847320545,"score_spread":0.18303695405252796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960761133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012758635,0.0064002713,0.0002531979,0.007858969,0.008375429,0.00023334117,0.1503276,0.0009797814,0.8242955],"genre_scores_gemma":[0.004160937,0.0047584143,0.00028010795,0.0016391452,0.0005716098,0.00015640109,0.055552717,0.00043272832,0.93244797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599636,0.00016175867,0.00026287793,0.00040835605,0.0024811975,0.0006894746],"domain_scores_gemma":[0.9707235,0.0008997587,0.0005803415,0.0016996147,0.023382127,0.0027147129],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014694282,0.0011384418,0.0014314095,0.010648044,0.010559832,0.01516988,0.0025276537,0.0021021562,0.4149313],"category_scores_gemma":[0.014721433,0.00065952376,0.0004954927,0.025781207,0.0014348808,0.002576979,0.0020540007,0.0028595617,0.32141146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015367319,0.0000052370906,0.00017636784,0.00008278754,0.0000019255858,0.00002790917,0.000028726532,0.0000097229495,0.000037965772,0.0006992307,0.98732835,0.011586568],"study_design_scores_gemma":[0.0000040761656,0.0000021697547,0.0011313694,0.00013511868,0.00000227794,0.00001846442,0.000089199886,0.000011667118,0.000044191645,0.000110346184,0.99844104,0.000010118043],"about_ca_topic_score_codex":0.8225507,"about_ca_topic_score_gemma":0.8755511,"teacher_disagreement_score":0.4149313,"about_ca_system_score_codex":0.025938919,"about_ca_system_score_gemma":0.07373128,"threshold_uncertainty_score":0.8345295},"labels":[],"label_agreement":null},{"id":"W6968761331","doi":"10.5281/zenodo.5171398","title":"Hydrodynamic modeling of floating offshore wind turbines","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Offshore wind power; Wind power; Submarine pipeline; Turbine","score_opus":0.022980857120385008,"score_gpt":0.20361008417127407,"score_spread":0.18062922705088907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968761331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18842869,0.0035109415,0.7150057,0.0034142756,0.0012659172,0.0001712326,0.0021216203,0.0014425484,0.08463911],"genre_scores_gemma":[0.93874866,0.002123042,0.016476091,0.00015816405,0.00033881413,0.00017241083,0.0010619042,0.00035661994,0.040564273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989474,0.000026917187,0.0000066461293,0.000017473438,0.000038787668,0.000015412052],"domain_scores_gemma":[0.9998554,0.000039946957,0.000024612344,0.00001164308,0.00004832808,0.000020160169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016069913,0.000728014,0.00074347714,0.00033240867,0.00044005198,0.00095805625,0.0008596572,0.0010505053,0.002414059],"category_scores_gemma":[0.0005846881,0.00040430916,0.00061655714,0.00043578696,0.0005426022,0.0008553687,0.00089591386,0.00082555244,0.0006304633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019278286,0.00000766384,0.00027024004,0.000029583965,0.000013276245,0.000080215184,0.000023039049,0.9903424,0.0008726397,0.0039856574,0.0013387412,0.0030172179],"study_design_scores_gemma":[0.000006026357,0.000010161455,0.00020173393,0.000003128058,0.000002729957,0.000009685038,0.0000086697155,0.99781215,0.00007507233,0.0010584547,0.00080792134,0.0000042775837],"about_ca_topic_score_codex":0.019256692,"about_ca_topic_score_gemma":0.007458677,"teacher_disagreement_score":0.019256692,"about_ca_system_score_codex":0.00045396484,"about_ca_system_score_gemma":0.00073006214,"threshold_uncertainty_score":0.03828919},"labels":[],"label_agreement":null},{"id":"W6969296701","doi":"10.5281/zenodo.7147759","title":"Communication Plan I","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Horizon 2020 Framework Programme","keywords":"Plan (archaeology); Line (geometry); Communications system; Identity (music); Dissemination; Technical communication","score_opus":0.043849319325708874,"score_gpt":0.2055314814750097,"score_spread":0.1616821621493008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969296701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014888642,0.00049284875,0.0324626,0.0051154336,0.002700206,0.0029335795,0.023534166,0.0062993797,0.9249729],"genre_scores_gemma":[0.016891291,0.0011432667,0.028960764,0.0033512278,0.00077723415,0.0042095114,0.056317817,0.0036409476,0.88470787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99266547,0.0013612211,0.000430573,0.00078749616,0.0037109645,0.0010441385],"domain_scores_gemma":[0.9886975,0.0014822626,0.00054428115,0.0015383818,0.0066798716,0.0010577672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005726686,0.0012259971,0.00040662114,0.0027870184,0.0025665285,0.0076135756,0.0025323746,0.0031181523,0.34137115],"category_scores_gemma":[0.015098417,0.0005017524,0.0007323233,0.0022697754,0.0010478726,0.0041585714,0.003772563,0.0030776279,0.26616192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017555148,0.000080807484,0.00039132504,0.00038253696,0.000006180932,0.00009890256,0.00061669375,0.00063989096,0.0013401534,0.07097654,0.83165187,0.09363958],"study_design_scores_gemma":[0.000011272705,0.000025339943,0.00022853106,0.00010699336,0.0000023046143,0.00003494688,0.0001448946,0.00013472266,0.00046302995,0.0018770499,0.996959,0.000011963167],"about_ca_topic_score_codex":0.0125561245,"about_ca_topic_score_gemma":0.006151359,"teacher_disagreement_score":0.34137115,"about_ca_system_score_codex":0.003992944,"about_ca_system_score_gemma":0.012217313,"threshold_uncertainty_score":0.93945414},"labels":[],"label_agreement":null},{"id":"W6979891823","doi":"","title":"Analyzing Incident Effects on Subway Operation","year":2024,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rail transportation; Poison control; Passenger transport; Service (business)","score_opus":0.006376834299107971,"score_gpt":0.20865477214798023,"score_spread":0.20227793784887227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979891823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95774,0.00032520184,0.029178165,0.00022871318,0.00012318975,0.00035292417,0.006278927,0.00046012082,0.00531269],"genre_scores_gemma":[0.98776513,0.000252186,0.005849072,0.00002445433,0.000021700427,0.00015807486,0.0033888172,0.000041515825,0.0024991],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9981194,0.00047362756,0.00013036227,0.0003106739,0.0007175802,0.0002482967],"domain_scores_gemma":[0.9914471,0.0050828275,0.00108707,0.0006439712,0.0014981006,0.0002409532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276202,0.00087844534,0.0005715191,0.0018729897,0.00041489492,0.0013602964,0.00086355314,0.00066679507,0.006493675],"category_scores_gemma":[0.008962063,0.000325135,0.0010558928,0.0018335729,0.00043930134,0.0010889346,0.000912057,0.0009943874,0.00073061336],"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":[0.0013306452,0.00060253835,0.35339087,0.0007175992,0.000604719,0.0005079042,0.0005093388,0.55643785,0.0034939956,0.002184768,0.0029625269,0.07725725],"study_design_scores_gemma":[0.00006964026,0.0016287201,0.3986947,0.00017880552,0.0005216961,0.00021071857,0.0027992225,0.5758463,0.008742688,0.0042546233,0.0069639995,0.00008876757],"about_ca_topic_score_codex":0.020762281,"about_ca_topic_score_gemma":0.016348822,"teacher_disagreement_score":0.020762281,"about_ca_system_score_codex":0.0017026764,"about_ca_system_score_gemma":0.0014101348,"threshold_uncertainty_score":0.041282892},"labels":[],"label_agreement":null},{"id":"W6986220205","doi":"","title":"Optimization fo rock berms for pipeline stabilization subject to intense hydrodynamic forcing","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Berm; Pipeline transport; Forcing (mathematics); Pipeline (software); Armour; Range (aeronautics); Current (fluid); Physical modelling","score_opus":0.018476808800196476,"score_gpt":0.22188547063453481,"score_spread":0.20340866183433834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986220205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6494466,0.00039552466,0.3345805,0.00018140017,0.000041203373,0.00016299327,0.00021566263,0.0005913822,0.014384734],"genre_scores_gemma":[0.9716347,0.000109384324,0.025840087,0.000013043977,0.0000031403624,0.00007017562,0.00008019055,0.00004267267,0.0022066277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990463,0.000017872126,0.0000046520872,0.000018926734,0.00002762535,0.000026230271],"domain_scores_gemma":[0.9998498,0.000054997367,0.000039646526,0.000013287549,0.000026275475,0.000015950594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024537908,0.0006508621,0.00048764906,0.0004462369,0.00030215966,0.00046464623,0.00031015745,0.00059285545,0.0021829158],"category_scores_gemma":[0.00065444835,0.00030484513,0.0003903552,0.00019144225,0.00031307215,0.0004114388,0.00044619985,0.00034107827,0.00026944574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060148777,0.00002359581,0.00053684914,0.000054535092,0.000010412503,0.000058702666,0.000021444703,0.9724038,0.015997251,0.0008419582,0.00017551707,0.009815831],"study_design_scores_gemma":[0.00001687938,0.00015292567,0.0005530831,0.0000054385937,0.000008852029,0.000014982264,0.000039054194,0.9940925,0.0039877775,0.00031191835,0.00081043737,0.0000061842165],"about_ca_topic_score_codex":0.0025341567,"about_ca_topic_score_gemma":0.0044232556,"teacher_disagreement_score":0.0025341567,"about_ca_system_score_codex":0.00055622566,"about_ca_system_score_gemma":0.00081009854,"threshold_uncertainty_score":0.007302642},"labels":[],"label_agreement":null},{"id":"W6987825997","doi":"","title":"Valoración del entorno de simulación SESAM para el diseño de una estructura marina de tipo celosía","year":2010,"lang":"es","type":"other","venue":"Academica-e (Universidad Pública de Navarra)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Order (exchange); Quarter (Canadian coin); Context (archaeology)","score_opus":0.008732565124052346,"score_gpt":0.25014590925263414,"score_spread":0.24141334412858179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987825997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8235548,0.00078596914,0.12422696,0.00059474615,0.0002480328,0.00031339604,0.0016317326,0.00320427,0.045440137],"genre_scores_gemma":[0.9664846,0.0003434788,0.023969669,0.000063227526,0.0000059325916,0.00013282153,0.00051275146,0.00031318274,0.008174463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953544,0.000093928815,0.000025980682,0.000082599676,0.00020375277,0.000058291032],"domain_scores_gemma":[0.99841356,0.0008822705,0.00009007105,0.00014028497,0.00041297256,0.000060716433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009622923,0.00091884733,0.0006989611,0.0006464481,0.00057885237,0.0016539304,0.00093583425,0.0010117283,0.009298733],"category_scores_gemma":[0.0039044041,0.0005742235,0.00090707245,0.00045738157,0.00058225315,0.0013136744,0.000986667,0.0011090979,0.0015768801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021270886,0.00068304373,0.028704615,0.0014548895,0.0001664879,0.00080012175,0.0016929519,0.71854633,0.11531554,0.0077667073,0.002980341,0.11976194],"study_design_scores_gemma":[0.00008452208,0.00091253914,0.0079732565,0.0001972347,0.00013678175,0.000116076975,0.0010939592,0.90691084,0.06832094,0.0025912628,0.011589491,0.00007299473],"about_ca_topic_score_codex":0.012020096,"about_ca_topic_score_gemma":0.013217392,"teacher_disagreement_score":0.012020096,"about_ca_system_score_codex":0.0009271235,"about_ca_system_score_gemma":0.0012939285,"threshold_uncertainty_score":0.031107366},"labels":[],"label_agreement":null},{"id":"W6989623872","doi":"","title":"BMT to lead Ocean Energy Smart Grid Integration Project in Canada","year":2020,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lead (geology); Energy (signal processing); Work (physics); Energy consumption; Smart grid","score_opus":0.009486560680848521,"score_gpt":0.176619449477478,"score_spread":0.1671328887966295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989623872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009602654,0.0011933976,0.003245351,0.033910755,0.0033201538,0.0002607638,0.023538776,0.0016985768,0.9232296],"genre_scores_gemma":[0.029866638,0.0008051774,0.0026728604,0.0036994687,0.00008613724,0.00006885448,0.007541753,0.00039071194,0.95486844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984365,0.00004916386,0.000016221938,0.00008009963,0.0008280316,0.00059000315],"domain_scores_gemma":[0.9957699,0.000047685466,0.00004358983,0.000074111325,0.0030279367,0.0010367939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010442899,0.000783054,0.00043412435,0.00120093,0.004206682,0.0043785432,0.00097005133,0.0016385918,0.10428248],"category_scores_gemma":[0.001976311,0.00031163383,0.0005583325,0.0014621128,0.00071186875,0.001237087,0.0022662329,0.0020916446,0.026631067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000801843,0.000053368127,0.0018908669,0.00005542135,0.000009934739,0.00007808324,0.00007136271,0.00059773173,0.0003553794,0.016864398,0.9421209,0.03782235],"study_design_scores_gemma":[0.000040432686,0.00002385597,0.004010438,0.00008201995,0.0000111412255,0.000036061825,0.00034804567,0.0017915113,0.00066279125,0.0025216024,0.990458,0.000014086583],"about_ca_topic_score_codex":0.95014554,"about_ca_topic_score_gemma":0.9746559,"teacher_disagreement_score":0.10428248,"about_ca_system_score_codex":0.027562385,"about_ca_system_score_gemma":0.13260591,"threshold_uncertainty_score":0.34885967},"labels":[],"label_agreement":null},{"id":"W6990694472","doi":"","title":"Eco Wave Power Reports First Quarter 2022 Financial Results","year":2022,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Quarter (Canadian coin); Measure (data warehouse); Electric power industry","score_opus":0.005651595406939694,"score_gpt":0.16966970196476658,"score_spread":0.1640181065578269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990694472","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017957112,0.0005452528,0.0005478355,0.005406014,0.0045498465,0.00014821388,0.033243626,0.00079877995,0.9529647],"genre_scores_gemma":[0.003516112,0.0003809158,0.0002487658,0.0013368068,0.00034921145,0.0000671038,0.010566131,0.00025052807,0.9832844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992149,0.000043686523,0.000019394653,0.000039730287,0.0005494979,0.0001327275],"domain_scores_gemma":[0.9987509,0.00010495555,0.00006645035,0.000049391696,0.0008138614,0.00021438289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069635606,0.0009929409,0.00036859844,0.0018503335,0.0010524036,0.0044673765,0.0007587698,0.00225178,0.34544885],"category_scores_gemma":[0.002732384,0.0002812902,0.00049067073,0.0017766884,0.0003334733,0.0012215362,0.0006711189,0.0017754989,0.2505005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054182787,0.00002403198,0.00015748035,0.000025740344,0.0000018838582,0.000029145329,0.0000034562167,0.00010989717,0.000082098144,0.0013070236,0.9865252,0.011679889],"study_design_scores_gemma":[0.000052398267,0.00002339057,0.0024720733,0.000045521756,0.0000051722477,0.000021498812,0.00003180769,0.00037584832,0.00032536796,0.0013399923,0.9952962,0.000010687334],"about_ca_topic_score_codex":0.038675554,"about_ca_topic_score_gemma":0.057874016,"teacher_disagreement_score":0.34544885,"about_ca_system_score_codex":0.0019073742,"about_ca_system_score_gemma":0.0035330649,"threshold_uncertainty_score":0.93363774},"labels":[],"label_agreement":null},{"id":"W6996982272","doi":"","title":"Time to develop British Columbia wave energy advantage: new report","year":2017,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Field (mathematics); Reflection (computer programming); Energy consumption","score_opus":0.007330363064695766,"score_gpt":0.18832212070794038,"score_spread":0.18099175764324463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996982272","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014442135,0.0065664067,0.0011567643,0.03920555,0.0057099485,0.00032686806,0.051762264,0.0011915518,0.8796387],"genre_scores_gemma":[0.028969565,0.004941995,0.0011607542,0.0031758796,0.00032122293,0.00013145265,0.017244298,0.0004458927,0.94360894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807954,0.000044303484,0.000036963153,0.00005573115,0.0013465176,0.00043697038],"domain_scores_gemma":[0.9963438,0.000113753136,0.00007756625,0.00009074476,0.0024597335,0.000914523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013100156,0.00067668135,0.0002415396,0.0021146263,0.0023358737,0.0044673937,0.0009196128,0.0016261543,0.09387839],"category_scores_gemma":[0.003547363,0.00029344557,0.0003542877,0.0018111272,0.00050474715,0.0015895328,0.001609145,0.0028952055,0.022531373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004522189,0.000033638215,0.0014990579,0.00005345374,0.000004539847,0.000037767873,0.00004454049,0.00009788957,0.00014095708,0.0021608782,0.9636828,0.03219929],"study_design_scores_gemma":[0.00001742387,0.0000125027445,0.010065346,0.00009548864,0.0000074637287,0.00002226913,0.00033640224,0.00012730245,0.000502648,0.00048246043,0.98831844,0.00001222841],"about_ca_topic_score_codex":0.7218568,"about_ca_topic_score_gemma":0.8708088,"teacher_disagreement_score":0.27814323,"about_ca_system_score_codex":0.0134597635,"about_ca_system_score_gemma":0.053636596,"threshold_uncertainty_score":0.5595625},"labels":[],"label_agreement":null},{"id":"W6998466324","doi":"","title":"Alfa Laval supplies marine pumping systems to large offshore wind farm – Energy Northern Perspective","year":2021,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Offshore wind power; Submarine pipeline; Energy (signal processing); Wind power","score_opus":0.006538378389044398,"score_gpt":0.19799327826464655,"score_spread":0.19145489987560216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998466324","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013968633,0.0013147651,0.0011338833,0.014605972,0.00063295534,0.000041190237,0.0010440364,0.0002846439,0.9669739],"genre_scores_gemma":[0.105836645,0.0041467673,0.0023361575,0.0029265243,0.0002808177,0.000039640472,0.0009861443,0.00012830891,0.88331896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973685,0.00003410905,0.0000056853078,0.000023110437,0.00010964325,0.000090593094],"domain_scores_gemma":[0.99957937,0.000053082287,0.000019795509,0.000027590566,0.00025223635,0.00006787062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077558,0.00033489996,0.000088404864,0.00046093683,0.0011945171,0.0028359,0.0006322905,0.0012267997,0.063178204],"category_scores_gemma":[0.00086343137,0.00014909843,0.00024254735,0.0005979152,0.0004191036,0.0013657211,0.0009317013,0.0007693865,0.0056720967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030856513,0.00021072297,0.005653781,0.000491555,0.000018401708,0.0011447241,0.00027657027,0.0038253188,0.004345772,0.14733429,0.5743446,0.26204577],"study_design_scores_gemma":[0.000022793849,0.00005716613,0.006841547,0.00014171953,0.000007543277,0.0001272604,0.0005844375,0.0014663676,0.00086742145,0.0036704708,0.9862024,0.000010915507],"about_ca_topic_score_codex":0.12474814,"about_ca_topic_score_gemma":0.2570272,"teacher_disagreement_score":0.12474814,"about_ca_system_score_codex":0.0030357938,"about_ca_system_score_gemma":0.0059590177,"threshold_uncertainty_score":0.24804407},"labels":[],"label_agreement":null},{"id":"W6999268168","doi":"","title":"Computation of tow loads on a liferaft in a surface wave","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computation; Reflection (computer programming); Surface (topology); Surface wave; Diffraction; Drag; Wind wave; Equations of motion; Wave propagation","score_opus":0.015274166453322326,"score_gpt":0.2195889289057305,"score_spread":0.20431476245240818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999268168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6971661,0.00011066703,0.28929526,0.0001638283,0.000046664216,0.000058226065,0.00026049907,0.00053350284,0.012365279],"genre_scores_gemma":[0.97394264,0.00009376555,0.019055456,0.000021155829,0.000011844178,0.000044884466,0.00013937942,0.000075581884,0.006615287],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999465,0.0000062621452,0.000002652065,0.000009619649,0.000019992898,0.000014946995],"domain_scores_gemma":[0.99983513,0.00006403113,0.000020085015,0.000011696027,0.000031835272,0.000037111953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012409489,0.00046906254,0.0005732229,0.00032862625,0.000421762,0.0008121484,0.00048661054,0.0007305887,0.0028778198],"category_scores_gemma":[0.0005557283,0.00032704725,0.0003593024,0.00023290701,0.00049095217,0.0005035813,0.00052323524,0.00043412327,0.0003225026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000408994,0.000022963914,0.0017540852,0.000016667216,0.0000063640664,0.00021556263,0.00003821223,0.98725766,0.0032090815,0.0018747393,0.00027211936,0.0052916734],"study_design_scores_gemma":[0.000003754127,0.000008451,0.0002397816,0.000001584394,9.2006997e-7,0.0000096806125,0.000012559752,0.9991441,0.00024201165,0.00022599503,0.00010887108,0.0000022353597],"about_ca_topic_score_codex":0.013992228,"about_ca_topic_score_gemma":0.008074895,"teacher_disagreement_score":0.013992228,"about_ca_system_score_codex":0.000593194,"about_ca_system_score_gemma":0.0007280535,"threshold_uncertainty_score":0.02782154},"labels":[],"label_agreement":null},{"id":"W6999905705","doi":"","title":"Eco Wave Power Continues to Advance Toward Key Operational Milestones, Reports Third Quarter 2022 Financial Results","year":2022,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Power (physics); Key (lock); Electric power industry","score_opus":0.00677194427736334,"score_gpt":0.1992272362183452,"score_spread":0.19245529194098188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999905705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057024267,0.0011068257,0.001095177,0.020937959,0.010050657,0.00022014616,0.025307974,0.0010375561,0.9345414],"genre_scores_gemma":[0.009795824,0.00096587033,0.0005209846,0.0028011196,0.00058329175,0.00008989427,0.0082600145,0.00023172509,0.9767513],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908376,0.00004026151,0.00002007942,0.000031628697,0.0006727967,0.00015145057],"domain_scores_gemma":[0.9985241,0.00010629576,0.00007842101,0.00004265788,0.00097291404,0.0002755859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010559069,0.00078723073,0.0002536802,0.001167157,0.0010542384,0.005146152,0.00044760335,0.0021095953,0.14362067],"category_scores_gemma":[0.0031942755,0.00019284619,0.00036768103,0.0009902144,0.0003226527,0.0014485581,0.0007304908,0.0016868832,0.090812266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075988544,0.00004107449,0.0003840414,0.000037729442,0.00000236,0.000042074178,0.000008968401,0.00015310211,0.00033641726,0.002057429,0.976527,0.020333856],"study_design_scores_gemma":[0.000042407904,0.000046946057,0.0061840755,0.00004876848,0.000007499852,0.000029645493,0.00010574626,0.0004439902,0.00089949317,0.0013481638,0.9908303,0.000013027054],"about_ca_topic_score_codex":0.03725161,"about_ca_topic_score_gemma":0.07398135,"teacher_disagreement_score":0.85637933,"about_ca_system_score_codex":0.002131296,"about_ca_system_score_gemma":0.007033009,"threshold_uncertainty_score":0.48045903},"labels":[],"label_agreement":null},{"id":"W7002033843","doi":"","title":"A Many-Tongued Babel: Translingualism in Canadian Multicultural Writing","year":2021,"lang":"en","type":"other","venue":"Institutional Research Information System (University of Udine)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Work (physics); Government (linguistics); Narrative; Agency (philosophy); Process (computing); Ethnic group; Qualitative research","score_opus":0.03990173625418401,"score_gpt":0.25277207494971615,"score_spread":0.21287033869553215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002033843","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19067657,0.00750166,0.0032881533,0.037513476,0.0012433473,0.00012190355,0.00093805895,0.00037685296,0.7583399],"genre_scores_gemma":[0.9098441,0.003030366,0.0026310266,0.0019071467,0.00008772025,0.000044635937,0.00028170508,0.00028676633,0.08188639],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939567,0.0020549898,0.0003290554,0.00057200127,0.0017194177,0.0013678266],"domain_scores_gemma":[0.98389035,0.005088981,0.0005450591,0.0008060089,0.0071588275,0.0025107423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005871077,0.00073080487,0.00045744106,0.0038820547,0.032440044,0.01508398,0.0014763239,0.0014868461,0.025153127],"category_scores_gemma":[0.021368455,0.00046656939,0.00026936486,0.007435049,0.0110041015,0.0058202385,0.006268043,0.0027888068,0.0018082528],"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":[0.000091347785,0.000045079072,0.006473764,0.00025820915,0.000010619244,0.001233207,0.6506219,0.00016981333,0.0008387578,0.15464665,0.090661496,0.094949156],"study_design_scores_gemma":[0.000010536624,0.00001629997,0.011766706,0.00049860147,0.000019329686,0.0006194966,0.5024338,0.00039450673,0.0006534732,0.009958956,0.4735131,0.00011517219],"about_ca_topic_score_codex":0.97881866,"about_ca_topic_score_gemma":0.98378146,"teacher_disagreement_score":0.063007995,"about_ca_system_score_codex":0.063007995,"about_ca_system_score_gemma":0.12323223,"threshold_uncertainty_score":0.45715714},"labels":[],"label_agreement":null},{"id":"W7010166962","doi":"","title":"Hawaii makes first wave-produced electricity in U.S.","year":2016,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Buoy; Electricity; Quarter (Canadian coin); Electricity generation; Wind power; Power (physics); Mains electricity; Renewable energy; Wave power","score_opus":0.01094446139639517,"score_gpt":0.20379371167161012,"score_spread":0.19284925027521493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010166962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025565368,0.0006419237,0.00024788897,0.0012769464,0.00035500142,0.000021241673,0.0017975025,0.000494325,0.9926086],"genre_scores_gemma":[0.013546618,0.0014456492,0.0002854811,0.000312637,0.00007832722,0.000019856836,0.001391601,0.00014340371,0.9827763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99985206,0.000008106221,0.000003183695,0.000013612366,0.000090495756,0.000032565953],"domain_scores_gemma":[0.9997074,0.00001944415,0.000011442755,0.00002518793,0.00013834376,0.000098175304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016954407,0.0003497789,0.00012385314,0.000758145,0.0018957341,0.0032189987,0.00023170697,0.00048553196,0.22288325],"category_scores_gemma":[0.0007721798,0.00012975548,0.00014179847,0.0011517655,0.00039148887,0.0013989653,0.00158389,0.0006939483,0.05072998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016734424,0.000031554933,0.0013922377,0.00010836416,0.0000028377374,0.00018713849,0.0006136155,0.00009831475,0.00037586602,0.0084628,0.88207155,0.10663898],"study_design_scores_gemma":[0.0000013745571,0.0000049850073,0.0014505256,0.000039272654,0.000001663449,0.00002527092,0.0005389979,0.00003098432,0.0001658551,0.00046824745,0.997269,0.0000038279454],"about_ca_topic_score_codex":0.12262713,"about_ca_topic_score_gemma":0.2876257,"teacher_disagreement_score":0.22288325,"about_ca_system_score_codex":0.0013654272,"about_ca_system_score_gemma":0.0031464621,"threshold_uncertainty_score":0.74561876},"labels":[],"label_agreement":null},{"id":"W7010382619","doi":"","title":"Hydro and wave generation integration planning for an isolated diesel system in Hot Springs Cove, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Electricity generation; Electric power; Work (physics); Diesel fuel; Variety (cybernetics); Electric power system; Incentive; Energy source","score_opus":0.025525884025324116,"score_gpt":0.2386339712142578,"score_spread":0.2131080871889337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010382619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248436,0.0004383757,0.017751958,0.00067766575,0.000029165782,0.0005667595,0.0026307786,0.00016402615,0.052897546],"genre_scores_gemma":[0.9762066,0.00020198378,0.009562345,0.00006602716,0.0000037317786,0.000080338774,0.0010690431,0.000033673306,0.012776181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996654,0.00004465606,0.000006452437,0.000048115602,0.000067592366,0.00016787492],"domain_scores_gemma":[0.99962497,0.00006520098,0.000018924127,0.000007691125,0.00015262181,0.00013049794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038088212,0.00064364297,0.0005094623,0.00091673195,0.0019555972,0.0020715431,0.0012548408,0.00071441836,0.007128293],"category_scores_gemma":[0.00064206467,0.00060979184,0.0005858238,0.0012021873,0.0007092434,0.00055906974,0.0006510811,0.0007536882,0.00029798318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019170073,0.00019342754,0.013682516,0.00009744372,0.000050639654,0.00065126555,0.00020585168,0.9615211,0.0012221336,0.005811161,0.0040279,0.01234479],"study_design_scores_gemma":[0.00008968736,0.00012039267,0.01762661,0.000040933075,0.00005160573,0.00004744201,0.0020893794,0.97340155,0.0008916526,0.0014750334,0.0041191257,0.000046590154],"about_ca_topic_score_codex":0.9575686,"about_ca_topic_score_gemma":0.9830799,"teacher_disagreement_score":0.042431414,"about_ca_system_score_codex":0.024445176,"about_ca_system_score_gemma":0.019586047,"threshold_uncertainty_score":0.17736298},"labels":[],"label_agreement":null},{"id":"W7015425624","doi":"","title":"Sustainable Energy Solutions from Free-Flowing Rivers and Tides","year":2023,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Tidal power; Marine energy; Installation; Modular design; Troubleshooting; Dynamometer; Power engineering; Wave power; Bridge (graph theory); Electric power system","score_opus":0.014070084748073006,"score_gpt":0.1640978371946272,"score_spread":0.1500277524465542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015425624","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009410423,0.069107965,0.1094864,0.077277325,0.013406831,0.00011689545,0.0008835972,0.0019083259,0.7184023],"genre_scores_gemma":[0.23935604,0.1690607,0.07428438,0.014904811,0.0038184216,0.00031784468,0.003029084,0.0012059623,0.49402276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99956983,0.0000761484,0.000019144938,0.00003588824,0.00023986066,0.000059051767],"domain_scores_gemma":[0.9997408,0.00006534548,0.000013937159,0.000037897993,0.0000834476,0.00005857397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057081954,0.0006015426,0.00037613913,0.00060533703,0.0011385514,0.0032830094,0.0008285374,0.0016634095,0.020380741],"category_scores_gemma":[0.000986463,0.00024582728,0.00047826945,0.00074378116,0.000953504,0.004066616,0.0055959425,0.002454041,0.0059196963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002895757,0.000048477414,0.00033517368,0.00060975226,0.00003023611,0.00037555536,0.0006304887,0.0034599185,0.0032430165,0.42088524,0.26144063,0.30891263],"study_design_scores_gemma":[0.0000040000123,0.000015969987,0.00008346268,0.00027048355,0.0000047752314,0.00009299469,0.00036966702,0.00084832305,0.00060517335,0.10327223,0.8944246,0.00000830481],"about_ca_topic_score_codex":0.0010864442,"about_ca_topic_score_gemma":0.0029968554,"teacher_disagreement_score":0.020380741,"about_ca_system_score_codex":0.0008730378,"about_ca_system_score_gemma":0.0012504739,"threshold_uncertainty_score":0.06818032},"labels":[],"label_agreement":null},{"id":"W7017822767","doi":"","title":"CalWave Selected as Technology Provider for Wave Energy Project in British Columbia","year":2024,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Field (mathematics); Work (physics); Government (linguistics)","score_opus":0.007369026229143517,"score_gpt":0.1989147803022477,"score_spread":0.1915457540731042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017822767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072689964,0.00037081,0.00046011867,0.004005335,0.00059520954,0.00018677517,0.0063482295,0.00061708235,0.9801475],"genre_scores_gemma":[0.0029836253,0.00007437515,0.00006536842,0.00016496994,0.0000089858395,0.000008768103,0.00046863666,0.0000553159,0.99616987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995497,0.000013839986,0.000005393402,0.000039989394,0.00019839835,0.00019274208],"domain_scores_gemma":[0.9990188,0.000030995296,0.000013460859,0.000026815085,0.00057220354,0.00033772617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031650992,0.0005663799,0.0003261468,0.0013081833,0.004458866,0.0032240944,0.00069217815,0.0015357359,0.24994834],"category_scores_gemma":[0.00056966435,0.00038776157,0.00025099647,0.001099664,0.0004725606,0.0005934694,0.0010821486,0.0017103929,0.06745344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085519416,0.00007606558,0.0017576411,0.000042199496,0.0000042007746,0.00020663641,0.000047756406,0.00033545328,0.0010269169,0.0038614694,0.9558086,0.03674754],"study_design_scores_gemma":[0.00002556067,0.000029421975,0.0068437643,0.000039677703,0.0000042306738,0.000044951765,0.00035852706,0.0009928322,0.001011639,0.00041342666,0.99022394,0.000012163297],"about_ca_topic_score_codex":0.7420286,"about_ca_topic_score_gemma":0.9315288,"teacher_disagreement_score":0.2579714,"about_ca_system_score_codex":0.00848485,"about_ca_system_score_gemma":0.02416729,"threshold_uncertainty_score":0.8361605},"labels":[],"label_agreement":null},{"id":"W7030472983","doi":"","title":"NaiKun working toward offshore wind development in Canada","year":2019,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Offshore wind power; Wind power; Work (physics)","score_opus":0.013018933352245311,"score_gpt":0.16694126654480465,"score_spread":0.15392233319255935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030472983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01106353,0.009584727,0.0007914791,0.07366437,0.006123818,0.00013968436,0.0045767426,0.0003075365,0.8937482],"genre_scores_gemma":[0.014853442,0.004198249,0.0004710509,0.0025978908,0.00009087748,0.00001865447,0.0008179832,0.00006688959,0.97688496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986644,0.000035716792,0.000020054878,0.000060502938,0.0005678217,0.000651499],"domain_scores_gemma":[0.99587715,0.00007001766,0.000045864956,0.000033336357,0.0020179448,0.0019556633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009385169,0.0005253079,0.00027711582,0.0014348823,0.00785771,0.00491117,0.00080120546,0.0017270016,0.07978167],"category_scores_gemma":[0.00143465,0.00022828324,0.00035546624,0.0021464333,0.00094014936,0.0010578089,0.0023349458,0.0020292501,0.008577035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035899004,0.000042691987,0.0039335457,0.0001462949,0.0000068135478,0.00022303265,0.00040379562,0.00037177303,0.00042668034,0.015356597,0.91976607,0.059286784],"study_design_scores_gemma":[0.0000055187425,0.0000075721146,0.005410845,0.00015271,0.0000041372277,0.000032846187,0.0014772965,0.00017320854,0.00018875179,0.00052082055,0.99201584,0.000010431824],"about_ca_topic_score_codex":0.979046,"about_ca_topic_score_gemma":0.99300075,"teacher_disagreement_score":0.07978167,"about_ca_system_score_codex":0.034830134,"about_ca_system_score_gemma":0.26196706,"threshold_uncertainty_score":0.26689625},"labels":[],"label_agreement":null},{"id":"W7033737440","doi":"","title":"Renewable Energy: First Floating Tidal Power Delivered to Nova Scotia Grid","year":2022,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Nova scotia; Tidal power; Power (physics); Power grid; Grid","score_opus":0.007445268227759867,"score_gpt":0.18146900215712633,"score_spread":0.17402373392936646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033737440","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101311905,0.0021193987,0.00079193414,0.004209852,0.0026417174,0.00017111008,0.015431074,0.0006616972,0.9638419],"genre_scores_gemma":[0.016605737,0.000749034,0.0003212535,0.00074615295,0.00007360059,0.000026262027,0.001773946,0.00014711649,0.9795569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998228,0.000006867359,0.0000035622327,0.000013770321,0.00009557676,0.000057429108],"domain_scores_gemma":[0.9996081,0.00002202567,0.00001415889,0.000027879829,0.00020558012,0.00012226573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002265175,0.0004383668,0.00015957835,0.0006947589,0.0011990543,0.001825871,0.0005032746,0.0011744307,0.10255699],"category_scores_gemma":[0.00095695286,0.00016113996,0.00025931743,0.0005317184,0.0003028619,0.00045829237,0.0009317132,0.0009689,0.022990884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018668795,0.00004032665,0.001546003,0.00018080563,0.000006757421,0.0004369469,0.00009228002,0.0009855394,0.002197961,0.011800841,0.89809865,0.08442722],"study_design_scores_gemma":[0.000021291702,0.000026570628,0.008239746,0.000109178465,0.0000031958652,0.000071994626,0.000104774655,0.00057216285,0.00067633507,0.0012118656,0.98895264,0.000010179237],"about_ca_topic_score_codex":0.6570406,"about_ca_topic_score_gemma":0.8092225,"teacher_disagreement_score":0.3429594,"about_ca_system_score_codex":0.0057477197,"about_ca_system_score_gemma":0.008428558,"threshold_uncertainty_score":0.68995833},"labels":[],"label_agreement":null},{"id":"W7034569243","doi":"","title":"Violence contre les policiers : comprendre l'évolution du taux de voies de fait contre les policiers au Canada","year":2011,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Poison control; Criminal liability; Economic shortage","score_opus":0.002693281078369658,"score_gpt":0.12399150024354855,"score_spread":0.12129821916517888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034569243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95844173,0.009278975,0.00073595496,0.0047508734,0.00009617286,0.000046080695,0.011019824,0.000043840577,0.015586417],"genre_scores_gemma":[0.98554474,0.003996748,0.00045581267,0.0003290052,0.000026905696,0.0000210694,0.0028234022,0.000022481108,0.0067798174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851876,0.00014647977,0.00007085352,0.00029110818,0.00046511367,0.0005077932],"domain_scores_gemma":[0.99602544,0.0005029517,0.0008486682,0.00018541666,0.0018781757,0.0005592812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009490268,0.00042352447,0.0005429113,0.0025549047,0.0023697782,0.0025090051,0.0012094048,0.00043279974,0.0052432343],"category_scores_gemma":[0.0041784747,0.0004067423,0.00080274424,0.0063103596,0.0012997882,0.00070843246,0.0012692049,0.0009064777,0.0002024749],"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":[0.00014597172,0.000021666361,0.96378064,0.0001576524,0.0004260938,0.00016857736,0.0045449724,0.00077641156,0.00037243753,0.0027169345,0.0036078095,0.023280734],"study_design_scores_gemma":[0.0000041296253,0.000010671595,0.9923341,0.000090119815,0.00009217858,0.000028494467,0.002291209,0.00035441486,0.0001400626,0.000111237496,0.004527017,0.000016243775],"about_ca_topic_score_codex":0.9979101,"about_ca_topic_score_gemma":0.998365,"teacher_disagreement_score":0.043972913,"about_ca_system_score_codex":0.043972913,"about_ca_system_score_gemma":0.06596999,"threshold_uncertainty_score":0.31904727},"labels":[],"label_agreement":null},{"id":"W7037719096","doi":"","title":"Experimental assessment of combined sliding mode & moment-based control (SM 2 C) for arrays of wave energy conversion systems","year":2024,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación; Universidad Nacional de La Plata; European Commission; Queen's University; Consejo Nacional de Investigaciones Científicas y Técnicas; Queen's University Belfast","keywords":"Benchmark (surveying); Wave energy converter; Controller (irrigation); Energy (signal processing); Mode (computer interface); Control theory (sociology); Key (lock); Energy transformation; Converters","score_opus":0.024386896782672692,"score_gpt":0.24423706403922107,"score_spread":0.21985016725654838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037719096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649196,0.00012076019,0.028755393,0.00009731572,0.00012670617,0.00012509298,0.0002227492,0.00037672778,0.0052556153],"genre_scores_gemma":[0.9970106,0.0000211743,0.002005493,0.000009020799,0.0000046445634,0.000035724323,0.000039825358,0.0000069705065,0.00086653617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966276,0.000064965585,0.000035382705,0.000057845216,0.00011488612,0.0000641535],"domain_scores_gemma":[0.9989496,0.00035765037,0.00011069411,0.00016440325,0.00034993127,0.000067636654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004551846,0.00031662403,0.00028037134,0.0002627208,0.00033872426,0.00046174892,0.00047914806,0.0005402283,0.005232625],"category_scores_gemma":[0.0010330299,0.00018777898,0.0002110794,0.00018879816,0.00034365413,0.00047474404,0.0003264342,0.00033370513,0.00048098242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059855715,0.0011973951,0.0024096963,0.00062587135,0.000052256542,0.00017251447,0.00029312857,0.027904067,0.88193494,0.0010659668,0.0009331443,0.077425465],"study_design_scores_gemma":[0.00052348105,0.018611206,0.02200081,0.000053516418,0.000092425595,0.0001846902,0.00028456407,0.20593473,0.7474696,0.0005952175,0.004179287,0.00007048468],"about_ca_topic_score_codex":0.0009481849,"about_ca_topic_score_gemma":0.0009916396,"teacher_disagreement_score":0.005232625,"about_ca_system_score_codex":0.00016039464,"about_ca_system_score_gemma":0.00021996975,"threshold_uncertainty_score":0.01750487},"labels":[],"label_agreement":null},{"id":"W7039016072","doi":"","title":"Liferaft performance in wind and waves: an experimental evaluation","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Submarine pipeline; Range (aeronautics); Empirical research; Offshore wind power","score_opus":0.019038619387918752,"score_gpt":0.25275315325916087,"score_spread":0.2337145338712421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039016072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978969,0.000041709674,0.0010426971,0.0000072641287,0.000014304757,0.0002732239,0.00012969565,0.000014864512,0.00057947345],"genre_scores_gemma":[0.9946576,0.00018361512,0.002500671,0.000016739554,0.000009812292,0.00044073365,0.00040890908,0.0000104223245,0.0017714478],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999201,0.00019177694,0.00009908578,0.00011593519,0.0002613385,0.00013091665],"domain_scores_gemma":[0.9966581,0.00163508,0.0003319352,0.00044681338,0.0006499516,0.00027814723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017880575,0.0008852033,0.00074261933,0.00055253133,0.0006159819,0.0006001476,0.00072571257,0.00087410153,0.0030365947],"category_scores_gemma":[0.0030721375,0.0003114372,0.0006897571,0.0004172034,0.00066546415,0.0009460516,0.00061393454,0.0006140972,0.00051202526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07172725,0.11194972,0.069723725,0.0026486414,0.0005950665,0.0013431459,0.0029419006,0.19116709,0.40622053,0.0019145678,0.0015007479,0.13826762],"study_design_scores_gemma":[0.0024704745,0.6274968,0.09424159,0.00015403776,0.0005219366,0.000283086,0.0026068436,0.051867872,0.21509777,0.0010984038,0.003944913,0.00021632692],"about_ca_topic_score_codex":0.0020772368,"about_ca_topic_score_gemma":0.0021009373,"teacher_disagreement_score":0.0030365947,"about_ca_system_score_codex":0.00043159944,"about_ca_system_score_gemma":0.00054487947,"threshold_uncertainty_score":0.01015842},"labels":[],"label_agreement":null},{"id":"W7039845124","doi":"","title":"Novel approaches in Magnetic Resonance Spectroscopy of the prostate: Improved clinical molecular imaging and first investigation of molecular diffusion","year":2024,"lang":"en","type":"dissertation","venue":"Radboud Repository (Radboud University)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Weill Cornell Medical College; Universitair Ziekenhuis Gent; University of Toronto; Universität Wien; Medizinische Universität Wien; Universiteit Gent; European Commission; Johns Hopkins University","keywords":"Molecular imaging; Magnetic resonance imaging; Molecular spectroscopy; Molecular dynamics; Spectroscopy; Medical imaging","score_opus":0.0074275169981296045,"score_gpt":0.18208507971818005,"score_spread":0.17465756272005045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039845124","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20314886,0.2908507,0.4383229,0.020705553,0.0029647944,0.0006556862,0.0013344208,0.0016853625,0.040331777],"genre_scores_gemma":[0.52120376,0.14196208,0.28772187,0.0042556566,0.0017406333,0.00044127778,0.00079432316,0.0008792063,0.04100124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997322,0.00009500805,0.000010883531,0.000053828007,0.0000686843,0.000039424853],"domain_scores_gemma":[0.99971896,0.00013036268,0.00003345877,0.00004274168,0.000036195914,0.000038196686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012368542,0.00049459736,0.0005820137,0.0008134689,0.00036503247,0.0013494317,0.0007496343,0.0017747215,0.005175719],"category_scores_gemma":[0.0012472359,0.0006299246,0.000531977,0.00078733725,0.0009533169,0.0016658147,0.00091025466,0.001897199,0.001243503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009812682,0.00027562285,0.00085203676,0.0017227003,0.00015145405,0.0007799719,0.0003361812,0.0017114212,0.85117966,0.0123140495,0.010193927,0.11950166],"study_design_scores_gemma":[0.00052628317,0.0021286618,0.013001972,0.0006155139,0.00058851606,0.014535683,0.00040195516,0.013569754,0.800729,0.012315033,0.14134994,0.00023778019],"about_ca_topic_score_codex":0.000559549,"about_ca_topic_score_gemma":0.0015277301,"teacher_disagreement_score":0.005175719,"about_ca_system_score_codex":0.00039835586,"about_ca_system_score_gemma":0.0007027924,"threshold_uncertainty_score":0.017314494},"labels":[],"label_agreement":null},{"id":"W7042180893","doi":"","title":"Ocean Energy: Using the Ocean's Tides, Waves, and Heat to Generate Electricity","year":2006,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tidal power; Marine energy; Electricity; Electricity generation; Heat wave; Wind wave; Tidal current","score_opus":0.00693717115612942,"score_gpt":0.19280611431577738,"score_spread":0.18586894315964797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042180893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0139233135,0.020203577,0.02001071,0.02004261,0.0028753353,0.000077068624,0.00077715644,0.0006515866,0.92143863],"genre_scores_gemma":[0.3351484,0.066728555,0.02111042,0.004076011,0.0015587063,0.00010255117,0.001043318,0.00023316986,0.5699989],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998851,0.000012298366,0.0000059679637,0.00001218396,0.00006921926,0.000015238755],"domain_scores_gemma":[0.9999571,0.000006227669,0.0000051840902,0.000003880961,0.000018124907,0.000009500654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012572475,0.0002660529,0.00008179419,0.0005566465,0.00058386114,0.0024481064,0.00022311769,0.0004981295,0.014302839],"category_scores_gemma":[0.00025793363,0.00009424002,0.000088776746,0.00095909607,0.0007626387,0.0018080832,0.000950278,0.00043984587,0.0034183722],"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":[0.000043967262,0.000040829193,0.0033544844,0.00074015255,0.000016866135,0.0002834075,0.00047817655,0.0011941441,0.0041053817,0.30673602,0.23412256,0.44888398],"study_design_scores_gemma":[0.0000049945343,0.0000140767115,0.0019826845,0.00018359504,0.000007597155,0.00016315535,0.0004177436,0.00044210276,0.0012858325,0.026090914,0.9694,0.0000072610123],"about_ca_topic_score_codex":0.004212206,"about_ca_topic_score_gemma":0.007538852,"teacher_disagreement_score":0.014302839,"about_ca_system_score_codex":0.00060185255,"about_ca_system_score_gemma":0.0010299394,"threshold_uncertainty_score":0.047847807},"labels":[],"label_agreement":null},{"id":"W7042893186","doi":"","title":"Recuperación de palas de un aerogenerador en la ría de Viveiro","year":2019,"lang":"es","type":"dissertation","venue":"UCrea (University of Cantabria)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Character (mathematics); Line (geometry)","score_opus":0.004399204356575808,"score_gpt":0.18574099930951124,"score_spread":0.18134179495293543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042893186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96087843,0.0021237447,0.006972389,0.00061470084,0.00012538276,0.000052152936,0.0014671953,0.0002573298,0.027508589],"genre_scores_gemma":[0.95306885,0.0021823242,0.004125373,0.00033906815,0.000044527285,0.000049163184,0.001237279,0.00012621148,0.038827255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995073,0.00004541297,0.000016949143,0.0001794642,0.00017830073,0.0000725952],"domain_scores_gemma":[0.99944586,0.0000698218,0.00013665896,0.00003389176,0.0002706529,0.00004303123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057633896,0.00052003225,0.00041505456,0.0009086022,0.00092541706,0.002054638,0.00066172646,0.0006278633,0.0064219325],"category_scores_gemma":[0.0005455563,0.00024676352,0.0005417288,0.0009894784,0.0008525947,0.00068737933,0.0010411915,0.00075134577,0.001964137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001590642,0.00016818305,0.31267837,0.0014568835,0.00020335028,0.0016464087,0.0077919615,0.004244709,0.48113766,0.0025793382,0.0044817366,0.18202072],"study_design_scores_gemma":[0.000017486249,0.0011906178,0.78489864,0.00025088454,0.00018214661,0.00092735747,0.010814739,0.0017031586,0.09488423,0.0013985565,0.10363203,0.00010009101],"about_ca_topic_score_codex":0.028049689,"about_ca_topic_score_gemma":0.064002976,"teacher_disagreement_score":0.028049689,"about_ca_system_score_codex":0.0019944136,"about_ca_system_score_gemma":0.0009524163,"threshold_uncertainty_score":0.05577284},"labels":[],"label_agreement":null},{"id":"W7043252390","doi":"","title":"Study of planning and operational aspects of tidal in-stream power generation.","year":2013,"lang":"en","type":"dissertation","venue":"UPT. Syiah Kuala University Library (Syiah Kuala University)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tidal power; Marine energy; Kinetic energy; Energy (signal processing); Power (physics); Wind power; Turbine; Energy source; Current (fluid); Energy transformation","score_opus":0.009462152460012916,"score_gpt":0.16985266926791415,"score_spread":0.16039051680790123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043252390","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044407126,0.007734644,0.7307388,0.0055033574,0.00026836293,0.0003354402,0.0010580594,0.00022225748,0.209732],"genre_scores_gemma":[0.8694831,0.011079059,0.08755435,0.00025326438,0.00026539175,0.00019982978,0.00056062464,0.00013214847,0.030472215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995877,0.0001769821,0.00002003244,0.00007387244,0.00009000943,0.00005150478],"domain_scores_gemma":[0.9988367,0.0006698288,0.0001826621,0.000052658834,0.00016880776,0.00008928409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007979494,0.00052629045,0.00040273412,0.00074323104,0.00054778485,0.0028875992,0.0009160828,0.0010793087,0.01239061],"category_scores_gemma":[0.0034420157,0.00048209136,0.0005075824,0.0015166851,0.001303027,0.0032889785,0.0006567286,0.0011656431,0.0010146938],"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":[0.000026465526,0.00006826242,0.0018727687,0.00027651447,0.000043544813,0.00023822472,0.00018892759,0.41644004,0.0007740769,0.53515965,0.0039304383,0.040981054],"study_design_scores_gemma":[0.000015438818,0.00011893643,0.0020451942,0.00017071857,0.000034374578,0.00019310335,0.0007615228,0.4273643,0.0009161568,0.5269113,0.04143432,0.00003464748],"about_ca_topic_score_codex":0.009220641,"about_ca_topic_score_gemma":0.0121717295,"teacher_disagreement_score":0.01239061,"about_ca_system_score_codex":0.0021302495,"about_ca_system_score_gemma":0.0026733645,"threshold_uncertainty_score":0.04145074},"labels":[],"label_agreement":null},{"id":"W7044274439","doi":"","title":"Wave energy device sought for microgrid project in Western Canada","year":2023,"lang":"en","type":"other","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microgrid; Energy (signal processing); Field (mathematics); Power (physics); Electricity","score_opus":0.018372418466003654,"score_gpt":0.2073864136521161,"score_spread":0.18901399518611245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044274439","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35458234,0.0007291511,0.0022870835,0.0067944075,0.00026139314,0.00044154937,0.011171797,0.0009161938,0.6228161],"genre_scores_gemma":[0.23282762,0.000494096,0.0013257893,0.00046207698,0.000010744593,0.000047857993,0.0022047444,0.00009991466,0.7625271],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970275,0.000010130869,0.0000031241048,0.000017619766,0.00011702318,0.00014933417],"domain_scores_gemma":[0.9994666,0.000010790675,0.000008110696,0.000010480368,0.00031235753,0.00019166406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022278863,0.0002687046,0.00015431628,0.0005649116,0.00437297,0.0017703974,0.0005899955,0.0005420604,0.027370105],"category_scores_gemma":[0.00026911483,0.00019506461,0.00018936626,0.0007695771,0.0003624316,0.00032480198,0.0007638071,0.00049952173,0.0026168732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010376014,0.00078927435,0.08043365,0.00044700535,0.00009032839,0.003370411,0.003040851,0.0075132707,0.018286584,0.030018121,0.58433646,0.27063638],"study_design_scores_gemma":[0.00012893302,0.00026082274,0.1433582,0.00015867325,0.000032557244,0.00034361985,0.016860722,0.007276343,0.008454587,0.0014544362,0.8216191,0.000052006493],"about_ca_topic_score_codex":0.97702813,"about_ca_topic_score_gemma":0.9943737,"teacher_disagreement_score":0.027370105,"about_ca_system_score_codex":0.014421675,"about_ca_system_score_gemma":0.06150323,"threshold_uncertainty_score":0.10463703},"labels":[],"label_agreement":null},{"id":"W7045421408","doi":"","title":"Application of a bidimensional SDINS in vertical plane","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plane (geometry); Point (geometry); Noise (video); Work (physics); Displacement (psychology)","score_opus":0.015446364541258157,"score_gpt":0.1882316584902668,"score_spread":0.17278529394900863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045421408","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06822641,0.000231574,0.89327186,0.00036937298,0.0005919085,0.000149798,0.00049401884,0.0006031617,0.0360619],"genre_scores_gemma":[0.5903081,0.00034146785,0.38741964,0.00012733495,0.000103427745,0.00021023215,0.0005521544,0.00029206445,0.020645512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965584,0.00010901799,0.000031159554,0.000070988615,0.00010423781,0.000028779925],"domain_scores_gemma":[0.99947506,0.00012784051,0.000041095853,0.00010798359,0.00022031761,0.000027737478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044483173,0.0003685661,0.00042009438,0.00039400955,0.0004646066,0.0010588176,0.00044868092,0.00040107535,0.006306151],"category_scores_gemma":[0.0015571587,0.00016107083,0.00031260686,0.00046009268,0.00041167517,0.00047579192,0.0011863743,0.00039692372,0.0012034213],"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":[0.00047299347,0.00023559407,0.00708418,0.0006347648,0.000095390526,0.00045202338,0.00041995174,0.38354304,0.07365037,0.20823659,0.012130097,0.31304505],"study_design_scores_gemma":[0.00003019598,0.00009270686,0.0009012813,0.000031286883,0.000011305666,0.00011496433,0.00010972934,0.94300884,0.020730931,0.011227591,0.023721207,0.00002000629],"about_ca_topic_score_codex":0.0015120239,"about_ca_topic_score_gemma":0.0012655611,"teacher_disagreement_score":0.006306151,"about_ca_system_score_codex":0.00023176508,"about_ca_system_score_gemma":0.000696076,"threshold_uncertainty_score":0.02109617},"labels":[],"label_agreement":null},{"id":"W7045925331","doi":"","title":"Case study of wave power integration into the Ucluelet area electrical grid","year":2009,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wave power; Energy transformation; Energy (signal processing); Renewable energy; Intermittent energy source; Work (physics); Power (physics); Wave model; Grid","score_opus":0.020420671630292174,"score_gpt":0.24948515045219657,"score_spread":0.2290644788219044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045925331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95542437,0.00010502252,0.0034932918,0.0002944963,0.0000146063385,0.00012492039,0.00021176545,0.00008838977,0.040243126],"genre_scores_gemma":[0.9879507,0.00013575201,0.0025147835,0.00002146973,0.0000041750645,0.00003775148,0.000161576,0.000013269088,0.009160628],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996207,0.00012125078,0.00001523057,0.000041904306,0.0001291502,0.000071688555],"domain_scores_gemma":[0.9995777,0.00015561559,0.000028385444,0.000044040946,0.00012529657,0.000068913876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036559053,0.0003933554,0.00031881704,0.00049199193,0.0013996237,0.0015083302,0.0008046907,0.00079364964,0.0028464063],"category_scores_gemma":[0.0010188721,0.0002547559,0.00026536206,0.0015520613,0.0006562662,0.0007796925,0.00082773634,0.0007931802,0.0002887735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009646779,0.0008860592,0.06952121,0.00037748594,0.00013665091,0.02201443,0.002685599,0.7811885,0.010443411,0.028771605,0.009494105,0.073516354],"study_design_scores_gemma":[0.00039349106,0.0008018395,0.03971993,0.000102581245,0.000136056,0.0017836473,0.009623062,0.8895364,0.014243571,0.0049568918,0.038608126,0.00009439319],"about_ca_topic_score_codex":0.2389075,"about_ca_topic_score_gemma":0.3236079,"teacher_disagreement_score":0.7610925,"about_ca_system_score_codex":0.004063226,"about_ca_system_score_gemma":0.0013302021,"threshold_uncertainty_score":0.47503382},"labels":[],"label_agreement":null},{"id":"W7066721656","doi":"","title":"Instrumentation of an offshore platform model for set-down operation","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ballast; Instrumentation (computer programming); Submarine pipeline; Inflow; Accelerometer; Inclinometer; Flow (mathematics); Offshore geotechnical engineering","score_opus":0.05194007090830591,"score_gpt":0.25793584831268496,"score_spread":0.20599577740437905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066721656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7509531,0.00008284023,0.22789091,0.00022952372,0.00017831566,0.0012413883,0.003987714,0.0048443386,0.010591806],"genre_scores_gemma":[0.93303514,0.00014928437,0.054151386,0.00010510662,0.000018739094,0.0012383435,0.0039192154,0.00024629786,0.0071366145],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993767,0.000036450867,0.000029387134,0.00013219778,0.00036143712,0.000063761676],"domain_scores_gemma":[0.9995384,0.000055314413,0.000042231906,0.000121837154,0.00016966255,0.000072598836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029002727,0.0010271021,0.0007399825,0.0006104832,0.00061550236,0.000668783,0.0014925025,0.0006325066,0.0060768193],"category_scores_gemma":[0.00087296084,0.00034917702,0.0004340275,0.0004906118,0.00040046696,0.000604406,0.0013174552,0.00078679685,0.0020714959],"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":[0.0010390076,0.00047432922,0.02614124,0.00067239074,0.00006818193,0.0013881086,0.0013404824,0.08639521,0.7615398,0.0018630573,0.005482989,0.11359517],"study_design_scores_gemma":[0.0003224263,0.0039403304,0.067789815,0.00016532227,0.00017593523,0.0008399358,0.00096489396,0.40596965,0.47265258,0.0018603714,0.04500554,0.00031322506],"about_ca_topic_score_codex":0.0033778516,"about_ca_topic_score_gemma":0.003670285,"teacher_disagreement_score":0.0060768193,"about_ca_system_score_codex":0.0005371724,"about_ca_system_score_gemma":0.0012190284,"threshold_uncertainty_score":0.020328939},"labels":[],"label_agreement":null},{"id":"W7072165208","doi":"","title":"Wind and wave disturbance rejection control of floating offshore wind turbines","year":2018,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Offshore wind power; Turbine; Wind power; Controller (irrigation); Disturbance (geology); Submarine pipeline; Drivetrain","score_opus":0.005421819068873872,"score_gpt":0.1474132170558136,"score_spread":0.14199139798693972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072165208","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10208139,0.00040342292,0.8868715,0.00010523374,0.000109579814,0.000053461907,0.000025552858,0.00037072986,0.009979111],"genre_scores_gemma":[0.98794067,0.0001897382,0.008733174,0.000027379436,0.000021165786,0.000039677674,0.000029295908,0.000017132976,0.0030018112],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998241,0.000026163503,0.000010257791,0.00003889104,0.00008424092,0.000016385526],"domain_scores_gemma":[0.99978524,0.00006807442,0.00005509287,0.000013775241,0.00006887779,0.000008939006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023678578,0.00055236043,0.00031464186,0.00013186834,0.00023332331,0.0006506243,0.00038970564,0.00036114478,0.0010935267],"category_scores_gemma":[0.00061488966,0.00017060693,0.0002570111,0.00011467841,0.0002979539,0.00022266843,0.0002620079,0.00043852668,0.00022058385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003221522,0.00012802175,0.00063306134,0.00029934786,0.000052315674,0.0002538479,0.0002085041,0.815612,0.066472,0.007891649,0.0012932105,0.10683382],"study_design_scores_gemma":[0.000015774522,0.00016337704,0.00026689106,0.00000689921,0.000007668564,0.000019592226,0.00001126678,0.99633527,0.0022119905,0.0003886556,0.0005684195,0.0000041985086],"about_ca_topic_score_codex":0.0037453086,"about_ca_topic_score_gemma":0.0025578921,"teacher_disagreement_score":0.0037453086,"about_ca_system_score_codex":0.00020616775,"about_ca_system_score_gemma":0.00030744044,"threshold_uncertainty_score":0.007447064},"labels":[],"label_agreement":null},{"id":"W7095974524","doi":"","title":"A model for wave energy assessment on the West Coast of Vancouver Island","year":2014,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"West coast; Energy (signal processing); Wave height; Wind wave","score_opus":0.019817125286104187,"score_gpt":0.2068550169644328,"score_spread":0.1870378916783286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095974524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8022044,0.0005851221,0.037291273,0.0026746085,0.00024605784,0.00029773783,0.018297845,0.00065388356,0.13774914],"genre_scores_gemma":[0.9618635,0.0002720458,0.008262448,0.00010402156,0.00002376768,0.00014238701,0.0032189211,0.000079407815,0.02603351],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987924,0.00002726649,0.0000046221635,0.000023480581,0.000025337284,0.000039931492],"domain_scores_gemma":[0.9997179,0.000060993552,0.000017111766,0.000011726643,0.00013395151,0.000058204005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021465511,0.00072636496,0.0005379249,0.0006361263,0.0018011008,0.0019430491,0.0022087682,0.0019333353,0.008132478],"category_scores_gemma":[0.00072487,0.0006001227,0.00047949285,0.00096442085,0.0006548729,0.000660281,0.0008772818,0.0012903042,0.00078598387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050700546,0.000035058903,0.0035750282,0.000016903656,0.000018719993,0.000094920484,0.000027815142,0.98834896,0.00032081737,0.0025308845,0.002487014,0.0024931396],"study_design_scores_gemma":[0.000029960695,0.000012085432,0.001085382,0.000008780841,0.00001059395,0.000008679866,0.00006745446,0.99672616,0.00007079671,0.0006148975,0.001354093,0.000011097538],"about_ca_topic_score_codex":0.8596044,"about_ca_topic_score_gemma":0.83846587,"teacher_disagreement_score":0.14039558,"about_ca_system_score_codex":0.006388669,"about_ca_system_score_gemma":0.0069415793,"threshold_uncertainty_score":0.28244478},"labels":[],"label_agreement":null},{"id":"W7096608295","doi":"","title":"Minutes of the iSCIMP portion of the Joint iSciMP-iTAP meeting","year":2011,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Joint (building); Fell; Action (physics); Cover (algebra); Fact sheet","score_opus":0.027205752710692296,"score_gpt":0.15976616531711718,"score_spread":0.13256041260642487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096608295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005180223,0.0023158323,0.006944437,0.041633975,0.12385347,0.0048120786,0.012544548,0.0035511816,0.79916424],"genre_scores_gemma":[0.009491787,0.001061123,0.0036639604,0.0030766649,0.008405602,0.001898686,0.005991184,0.0010647419,0.9653463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745446,0.00040947445,0.00009963495,0.00027233709,0.0012172868,0.0005468977],"domain_scores_gemma":[0.9933808,0.0005795078,0.00018268434,0.00038966915,0.0031117455,0.0023556368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00526664,0.0013104423,0.00084048643,0.0013587704,0.005038991,0.0077057183,0.001526438,0.002877608,0.43297312],"category_scores_gemma":[0.010661922,0.00071946887,0.00096363365,0.0010739819,0.00059500796,0.0023247302,0.004630856,0.005125105,0.3543345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008517986,0.00003332721,0.000069624155,0.00005448008,0.0000013747691,0.000037853562,0.00014750162,0.000046362882,0.00038082912,0.00082551874,0.9830031,0.01531497],"study_design_scores_gemma":[0.000010721547,0.00003202747,0.0011539955,0.0000474639,0.0000012213736,0.000018205123,0.0003132519,0.000049150603,0.00007619756,0.00029541308,0.9979931,0.000009210119],"about_ca_topic_score_codex":0.0073906905,"about_ca_topic_score_gemma":0.011874938,"teacher_disagreement_score":0.43297312,"about_ca_system_score_codex":0.00377962,"about_ca_system_score_gemma":0.004701812,"threshold_uncertainty_score":0.80879503},"labels":[],"label_agreement":null},{"id":"W7099812438","doi":"","title":"Structural Changes in Rural Europe","year":2000,"lang":"en","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Focus (optics); Adaptation (eye); Rural area; Rural development","score_opus":0.008625972434875845,"score_gpt":0.18172596014621556,"score_spread":0.17309998771133972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099812438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67131096,0.00934671,0.0031915482,0.036612917,0.00046537232,0.000080316735,0.00047605814,0.0001095436,0.2784066],"genre_scores_gemma":[0.9743866,0.0038737312,0.00058718264,0.0027068898,0.000094364776,0.000018665305,0.0001665384,0.000025088877,0.018141054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991485,0.0002047411,0.00003572627,0.00012048444,0.00012668502,0.0003638079],"domain_scores_gemma":[0.9995333,0.000063097745,0.00012128204,0.000039368246,0.00011720805,0.0001256966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011921887,0.00017612168,0.00016700084,0.0010723196,0.003195337,0.002998802,0.00054048584,0.001457737,0.00934201],"category_scores_gemma":[0.0021861764,0.00015936501,0.0002639586,0.0020378104,0.0024842268,0.0012203087,0.003095974,0.001058576,0.0004212192],"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":[0.00022726328,0.00026773702,0.0417586,0.00041496783,0.0001017032,0.002275792,0.03831186,0.0073912763,0.0041109566,0.6836867,0.030294977,0.19115824],"study_design_scores_gemma":[0.000049773327,0.00021415358,0.1336279,0.00030095465,0.000028233126,0.00082625553,0.02970543,0.0008887083,0.0011116145,0.044049103,0.7891506,0.00004721985],"about_ca_topic_score_codex":0.028067801,"about_ca_topic_score_gemma":0.032962713,"teacher_disagreement_score":0.028067801,"about_ca_system_score_codex":0.004588285,"about_ca_system_score_gemma":0.0029281348,"threshold_uncertainty_score":0.055808842},"labels":[],"label_agreement":null},{"id":"W7106006710","doi":"10.5194/wes-2025-240","title":"Integrated Control of Floating Offshore Wind Farms with Reconfigurable Layouts","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adaptability; Turbine; Offshore wind power; Range (aeronautics); Wind power; Control (management); Wake; Power (physics); Control system","score_opus":0.0071907670759862275,"score_gpt":0.19276891209842564,"score_spread":0.1855781450224394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106006710","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13045447,0.00016538062,0.8624743,0.000057778776,0.00006286894,0.000056072084,0.00003462116,0.00039642758,0.0062980377],"genre_scores_gemma":[0.9639904,0.000053115036,0.034387607,0.000016977023,0.000010953017,0.00004399131,0.000021471697,0.000016287748,0.0014592351],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999895,0.000014507338,0.000004726924,0.000030747906,0.00003446322,0.000020490785],"domain_scores_gemma":[0.9998791,0.000026722915,0.00003340441,0.000020135707,0.000025044123,0.000015607971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016750094,0.0004937883,0.00037017182,0.00018554604,0.0002162154,0.00046174892,0.0006684634,0.00030875017,0.0010753348],"category_scores_gemma":[0.0003101551,0.00023164049,0.00029413824,0.00012129689,0.00036399707,0.00037100574,0.00057300704,0.00036352995,0.00018458294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009287676,0.00006051104,0.0006923662,0.000052543826,0.000038494054,0.00012842346,0.000046640926,0.915861,0.03443418,0.0024682994,0.00033449047,0.04579027],"study_design_scores_gemma":[0.00001908105,0.00012588894,0.00033457018,0.0000057400753,0.000009641324,0.000021515218,0.000013448043,0.9954346,0.002618553,0.0007381155,0.00067104824,0.000007755479],"about_ca_topic_score_codex":0.0013903122,"about_ca_topic_score_gemma":0.0021266402,"teacher_disagreement_score":0.0013903122,"about_ca_system_score_codex":0.00022803155,"about_ca_system_score_gemma":0.00026302206,"threshold_uncertainty_score":0.0035973191},"labels":[],"label_agreement":null},{"id":"W7106282870","doi":"10.1007/978-3-032-01078-0_19","title":"Effect of Foundation Flexibility on the Loads Acting on Offshore Wind Turbines","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Offshore wind power; Turbine; Foundation (evidence); Nacelle; Wind power; Stiffness; Flexibility (engineering); Finite element method; Rotor (electric)","score_opus":0.010068939711823752,"score_gpt":0.21846438118955303,"score_spread":0.20839544147772926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106282870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793911,0.00008733209,0.0027811746,0.00009121982,0.00003313488,0.000004740948,0.00014052802,0.00007373369,0.017397018],"genre_scores_gemma":[0.99901617,0.000023805092,0.000089136345,0.0000041097337,0.0000029666585,8.8832365e-7,0.000022035983,0.0000117072295,0.0008291791],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982363,0.00004317133,0.0000074295285,0.000020670848,0.00004739128,0.000057756613],"domain_scores_gemma":[0.9987124,0.0009253458,0.00008475524,0.00008562437,0.00009732223,0.00009454174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024420625,0.00038764902,0.0003456433,0.00025363933,0.00046973102,0.00070828095,0.00030037598,0.0005968906,0.007831624],"category_scores_gemma":[0.0017221582,0.00023986267,0.00038645705,0.00025371165,0.0006704068,0.0005606306,0.00048936333,0.00050506793,0.0006086262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008975142,0.00034261835,0.010309401,0.0002550792,0.00010364704,0.00408433,0.00038931824,0.68650806,0.22166044,0.0052784984,0.001664648,0.06042889],"study_design_scores_gemma":[0.00025439155,0.003633757,0.16062433,0.00013145078,0.0003700662,0.0012886908,0.0021817267,0.6433082,0.17735247,0.0069932165,0.003653358,0.00020826493],"about_ca_topic_score_codex":0.0013496702,"about_ca_topic_score_gemma":0.0015938241,"teacher_disagreement_score":0.007831624,"about_ca_system_score_codex":0.00019684932,"about_ca_system_score_gemma":0.00014826254,"threshold_uncertainty_score":0.0261994},"labels":[],"label_agreement":null},{"id":"W7106307805","doi":"10.1007/978-3-032-01078-0_3","title":"User-Friendly Tool to Design Piled-Wharves for the Dynamic Effect of Wave Load","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Morison equation; Pile; Response analysis; Wave loading; Work (physics); Deformation (meteorology); Wave equation; Dynamic load testing","score_opus":0.0064117816501546195,"score_gpt":0.19790871091738305,"score_spread":0.19149692926722842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106307805","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010539257,0.00033624296,0.85693294,0.000101568105,0.00018118824,0.00022477357,0.0031003184,0.04400547,0.08457833],"genre_scores_gemma":[0.18343782,0.00088057504,0.5665303,0.00039665637,0.00008130632,0.0011536937,0.0074100248,0.030394917,0.20971474],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985325,0.000012320395,0.0000060296206,0.000014687198,0.00009436807,0.00001927891],"domain_scores_gemma":[0.9997812,0.0000960286,0.000010054783,0.000027959695,0.00007111774,0.0000136726785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023916799,0.0015604924,0.0007042566,0.00063710404,0.00034901846,0.0007032023,0.0017696948,0.00097303046,0.13264485],"category_scores_gemma":[0.0008009147,0.0008624241,0.0009306463,0.00043966458,0.00018692901,0.000593259,0.0008618667,0.0007301898,0.02445175],"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":[0.0003391944,0.00028589836,0.0021209673,0.0024602865,0.0002608292,0.0013358237,0.0007228947,0.1439291,0.15367654,0.01549163,0.19673064,0.4826462],"study_design_scores_gemma":[0.0002594729,0.0002861461,0.0024405206,0.00027803986,0.00019838264,0.0017652563,0.00019819089,0.3704433,0.08851132,0.0088404175,0.52659076,0.00018815603],"about_ca_topic_score_codex":0.0011069535,"about_ca_topic_score_gemma":0.0025771398,"teacher_disagreement_score":0.13264485,"about_ca_system_score_codex":0.00022294205,"about_ca_system_score_gemma":0.0002973792,"threshold_uncertainty_score":0.4437412},"labels":[],"label_agreement":null},{"id":"W7110022604","doi":"10.11159/ijepr.2025.009","title":"Bidirectional Tidal Energy Conversion System","year":2025,"lang":"","type":"article","venue":"International Journal of Environmental Pollution and Remediation","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tidal power; Dimensioning; Modular design; Tidal Model; Tidal current; Marine energy; Scalability","score_opus":0.0034227142190721327,"score_gpt":0.1832410701971902,"score_spread":0.17981835597811804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110022604","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13198765,0.00074066507,0.74093294,0.0006670218,0.0006518362,0.0005558973,0.0010806206,0.0101130195,0.11327045],"genre_scores_gemma":[0.9061025,0.00050833815,0.052045215,0.00029753812,0.00009513138,0.00038119525,0.00075724034,0.00018418094,0.039628666],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997756,0.00001892844,0.000016416325,0.00005483131,0.000102833816,0.000031340085],"domain_scores_gemma":[0.9998753,0.000016431715,0.000013947092,0.000028882927,0.000049060578,0.000016336902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015183614,0.000376321,0.00038732303,0.00051177887,0.00051745935,0.00079539407,0.0007854586,0.00044237595,0.0119052855],"category_scores_gemma":[0.00024407219,0.00019436507,0.00026132632,0.00038418255,0.00029755165,0.0008697341,0.001496124,0.00044326726,0.0048224092],"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":[0.00064722373,0.00027470881,0.0051729134,0.0007130299,0.00006893193,0.0009078876,0.00041516364,0.029848974,0.33221722,0.045327708,0.023914285,0.56049186],"study_design_scores_gemma":[0.00024935312,0.0011803526,0.0044144937,0.0001932105,0.00016691453,0.0022992615,0.0003895244,0.3476397,0.27424154,0.019527305,0.3494831,0.00021519414],"about_ca_topic_score_codex":0.0006153868,"about_ca_topic_score_gemma":0.0006923533,"teacher_disagreement_score":0.0119052855,"about_ca_system_score_codex":0.00023175779,"about_ca_system_score_gemma":0.00045841382,"threshold_uncertainty_score":0.039827168},"labels":[],"label_agreement":null},{"id":"W7117477175","doi":"10.1115/iowtc2025-165270","title":"Evaluation of Reduced Order Models for an Initial Assessment of Floating Wind Turbine Dynamics","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Mooring; Turbine; Offshore wind power; Limiting; Offset (computer science); Submarine pipeline; Offshore geotechnical engineering; Wind power","score_opus":0.061005901154518975,"score_gpt":0.3577444749603464,"score_spread":0.2967385738058274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117477175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3902274,0.00042620822,0.596704,0.0001919963,0.000072744275,0.00016942594,0.0007022638,0.0015702737,0.009935632],"genre_scores_gemma":[0.97726315,0.00013278474,0.019445067,0.000023545075,0.000013112421,0.00012002714,0.0003510639,0.00008216769,0.00256909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997751,0.00007825083,0.00001216857,0.000035882633,0.000071744566,0.000026866806],"domain_scores_gemma":[0.9989862,0.0005671606,0.000121325305,0.00008635318,0.0002059951,0.000032926982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052728766,0.001044671,0.00070366095,0.0005740886,0.00033542656,0.00086028734,0.00078416214,0.00124457,0.0020274925],"category_scores_gemma":[0.0021744075,0.00045130934,0.0011319078,0.0002597985,0.0003046278,0.00053881854,0.00046856876,0.0009347136,0.00049859076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001953618,0.000020576625,0.00035245856,0.000021369162,0.000009647998,0.000023674042,0.000016506383,0.9957569,0.001019523,0.00030686357,0.000053762455,0.0023990644],"study_design_scores_gemma":[0.0000016340393,0.000010642915,0.00009807786,0.0000020003683,0.000002032044,0.0000024010808,0.000003918668,0.9995327,0.00020599853,0.000067054,0.0000717748,0.000001846055],"about_ca_topic_score_codex":0.01540123,"about_ca_topic_score_gemma":0.0070513985,"teacher_disagreement_score":0.01540123,"about_ca_system_score_codex":0.00049656956,"about_ca_system_score_gemma":0.0006262709,"threshold_uncertainty_score":0.030623198},"labels":[],"label_agreement":null},{"id":"W7120316694","doi":"","title":"Abordagem de corpo esbelto para o cálculo de forças de onda de segunda ordem em simulações do comportamento no mar de turbinas eólicas flutuantes.","year":2021,"lang":"en","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seakeeping; Cylinder; Time domain; Nonlinear system; Frequency domain; Kinematics; Series (stratigraphy); Fourier series; Hull","score_opus":0.007009114850024365,"score_gpt":0.21049782202942263,"score_spread":0.20348870717939826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120316694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6156855,0.00095767557,0.35745886,0.0004674541,0.00028951128,0.0001232364,0.0012112033,0.0041959397,0.019610576],"genre_scores_gemma":[0.88828045,0.00028171664,0.10704958,0.00004976532,0.000012784814,0.00007650557,0.00043505733,0.00047129873,0.003342735],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975246,0.000043253804,0.000014253175,0.000056363475,0.00010695755,0.000026738393],"domain_scores_gemma":[0.9988819,0.0005628739,0.00011103846,0.00010499464,0.00028274034,0.00005646675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007196149,0.00061580894,0.000616353,0.00061556336,0.0007527769,0.0014734075,0.0007665725,0.00087123946,0.0034670278],"category_scores_gemma":[0.0042263344,0.00041773825,0.00050286134,0.0004883343,0.00047819995,0.001107165,0.00055041775,0.00095448433,0.00061592227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016888778,0.00009499421,0.011145888,0.00017347204,0.000041226493,0.00020581347,0.00038992128,0.92241806,0.010896476,0.0048669074,0.0013565249,0.04824185],"study_design_scores_gemma":[0.000008135434,0.000037609214,0.00095473457,0.000026755975,0.00001027427,0.00002567971,0.00011909368,0.9916283,0.004284048,0.000669636,0.0022254458,0.000010412525],"about_ca_topic_score_codex":0.013535943,"about_ca_topic_score_gemma":0.021801637,"teacher_disagreement_score":0.013535943,"about_ca_system_score_codex":0.0007376827,"about_ca_system_score_gemma":0.0009813743,"threshold_uncertainty_score":0.026914299},"labels":[],"label_agreement":null},{"id":"W7125899510","doi":"10.1109/eeps68057.2025.11351703","title":"Single Accordion Origami Structure for Harvesting Wave Energy","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Python (programming language); Accordion; Renewable energy; Volume (thermodynamics); Kinetic energy; Electricity; Topology (electrical circuits)","score_opus":0.01720561194248964,"score_gpt":0.21061589836291766,"score_spread":0.193410286420428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125899510","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45313117,0.0016599539,0.46489745,0.0007113784,0.0004899712,0.00006848077,0.00023322453,0.00039081046,0.07841754],"genre_scores_gemma":[0.9169798,0.00073847646,0.06925881,0.00014712565,0.000045471854,0.000078879515,0.00012773895,0.000058078804,0.012565665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996495,0.000003046614,0.0000013744796,0.000008890999,0.000015888405,0.0000058003225],"domain_scores_gemma":[0.99997234,0.000009281997,0.000005198105,0.000005217893,0.0000042050556,0.0000037719947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005822765,0.0001781814,0.00012132397,0.000118967415,0.00023424055,0.00050468196,0.0003098746,0.00035076364,0.0021945816],"category_scores_gemma":[0.00014581306,0.00012729588,0.00022096316,0.00010888559,0.0002897683,0.0005927752,0.00032796868,0.0004019473,0.0004946096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062582505,0.00007867006,0.00047008082,0.00024179164,0.000016661323,0.00030807065,0.00027839592,0.11317878,0.5729153,0.25805557,0.0017862576,0.052607916],"study_design_scores_gemma":[0.000022132044,0.00042411176,0.000769753,0.00007748638,0.000026909804,0.00042171805,0.00017421356,0.70472544,0.18674366,0.054725125,0.05183326,0.00005605875],"about_ca_topic_score_codex":0.00014273163,"about_ca_topic_score_gemma":0.0002960669,"teacher_disagreement_score":0.0021945816,"about_ca_system_score_codex":0.00020194046,"about_ca_system_score_gemma":0.00011424303,"threshold_uncertainty_score":0.0073416233},"labels":[],"label_agreement":null},{"id":"W7127413502","doi":"10.1109/ccece64018.2025.11364505","title":"Predictive Spatial Analytics of Wave Energy Converters Based on Image Representation and Convolutional Neural Networks","year":2025,"lang":"","type":"article","venue":"","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Convolutional neural network; Renewable energy; Converters; Greenhouse gas; Power (physics); Energy (signal processing); Representation (politics); Key (lock); Data modeling","score_opus":0.009162345411839945,"score_gpt":0.2098133937786045,"score_spread":0.20065104836676456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127413502","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40352675,0.0013227614,0.5850199,0.0007999003,0.00012957488,0.00006169854,0.0008607049,0.0027237916,0.005554879],"genre_scores_gemma":[0.9800893,0.0002458156,0.017766222,0.000043377695,0.000025439438,0.000025232104,0.00044839343,0.000025277674,0.0013309186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998746,0.000013056343,0.000006495237,0.00003963118,0.000038097747,0.000028114964],"domain_scores_gemma":[0.999803,0.00007601545,0.000041565294,0.000018161805,0.00005068223,0.000010556049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020486601,0.00076123734,0.00040089167,0.0007673575,0.00015585241,0.0005854523,0.00057042256,0.00044304738,0.00087383843],"category_scores_gemma":[0.00088584964,0.00025751686,0.0004761583,0.00061896496,0.00024261605,0.0007150716,0.0004382912,0.00063912134,0.0002040379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008456849,0.000068904075,0.0030523047,0.000028229972,0.000030518928,0.0000783585,0.000017290555,0.9345975,0.0028006092,0.0010028617,0.0008649628,0.05737399],"study_design_scores_gemma":[4.7234002e-7,0.000002923768,0.00019733778,6.90554e-7,0.0000011816944,0.0000021066685,0.0000015039004,0.99935204,0.00025014897,0.00016390845,0.000026990052,7.739327e-7],"about_ca_topic_score_codex":0.020890892,"about_ca_topic_score_gemma":0.01666207,"teacher_disagreement_score":0.020890892,"about_ca_system_score_codex":0.0008073021,"about_ca_system_score_gemma":0.00054733816,"threshold_uncertainty_score":0.041538596},"labels":[],"label_agreement":null},{"id":"W7131776412","doi":"10.24113/ijoscience.v3i7.33","title":"A Review on Ocean Energy Power Generation Technologies","year":2017,"lang":"","type":"article","venue":"SMART MOVES JOURNAL IJOSCIENCE","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marine energy; Tidal power; Renewable energy; Electricity generation; Ocean current; Ocean thermal energy conversion; Energy source; Wave power; Thermal energy","score_opus":0.02963646417031178,"score_gpt":0.2568429971787154,"score_spread":0.2272065330084036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131776412","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016573817,0.90954983,0.008147998,0.0012437158,0.002643066,0.00010103153,0.00068742334,0.0002489108,0.07572067],"genre_scores_gemma":[0.0104073,0.950026,0.0053394656,0.0007450643,0.001240107,0.00008540212,0.0013024138,0.00008268149,0.030771507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997205,0.000027617787,0.00003976438,0.000042166994,0.0001461183,0.000023750354],"domain_scores_gemma":[0.9997454,0.00009212052,0.000028177548,0.000014380133,0.00010480548,0.000015219678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045346,0.0009094247,0.0008310173,0.0021876863,0.00041544548,0.0017588097,0.00093335286,0.00094298605,0.024755413],"category_scores_gemma":[0.00049674616,0.00037397206,0.0006495406,0.0039141267,0.00023543957,0.0020875619,0.0007052815,0.0010106672,0.011072886],"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":[0.000060373677,0.000065858796,0.00027992966,0.0107164,0.00004430896,0.00041264214,0.00006741531,0.0016248316,0.004636437,0.008518772,0.07182784,0.90174526],"study_design_scores_gemma":[0.000004746558,0.0000354416,0.00030347914,0.0012129757,0.000028250335,0.00047016502,0.000048571896,0.00033189385,0.0009614013,0.0016673154,0.9949215,0.000014188712],"about_ca_topic_score_codex":0.0010245304,"about_ca_topic_score_gemma":0.0011102612,"teacher_disagreement_score":0.024755413,"about_ca_system_score_codex":0.00045949375,"about_ca_system_score_gemma":0.0008512841,"threshold_uncertainty_score":0.08281511},"labels":[],"label_agreement":null},{"id":"W7132180700","doi":"","title":"Web-based atlas to facilitate marine renewable energy site selection in western Canada","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"Natural Resources Canada; BC Hydro","keywords":"Atlas (anatomy); Site selection; Geospatial analysis; Geographic information system; Renewable energy; Decision support system; Resource (disambiguation); Flexibility (engineering)","score_opus":0.007886658507238811,"score_gpt":0.16704046793182342,"score_spread":0.15915380942458462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132180700","genre_codex":"other","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25645724,0.0009667375,0.076914996,0.001301238,0.00025522587,0.0023741084,0.25208277,0.035233703,0.374414],"genre_scores_gemma":[0.4722397,0.001745275,0.26228008,0.00026862725,0.00005175198,0.0015202552,0.116675764,0.0027890904,0.14242956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999701,0.000028898308,0.000020024358,0.00003763644,0.00015880207,0.000053623437],"domain_scores_gemma":[0.9980192,0.00024185056,0.0000829327,0.00015451785,0.0011797573,0.000321765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006941269,0.0003357076,0.00022503002,0.0038748588,0.0016188055,0.0017500885,0.0007337966,0.0002165707,0.022302192],"category_scores_gemma":[0.0013574848,0.0002852929,0.00024575298,0.006292743,0.00030334856,0.00072476984,0.0009754089,0.00028577037,0.003484684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006222751,0.0002162673,0.0662174,0.0006149286,0.0000713677,0.0013833427,0.0045166016,0.02395829,0.011066921,0.012285208,0.47079498,0.40825245],"study_design_scores_gemma":[0.00008624894,0.00005776239,0.1211912,0.00025700283,0.00004454355,0.00023143526,0.004377955,0.04136411,0.006034596,0.002511211,0.823634,0.00020991269],"about_ca_topic_score_codex":0.9114928,"about_ca_topic_score_gemma":0.9687066,"teacher_disagreement_score":0.088507175,"about_ca_system_score_codex":0.008276876,"about_ca_system_score_gemma":0.019417945,"threshold_uncertainty_score":0.17805678},"labels":[],"label_agreement":null},{"id":"W7132354403","doi":"","title":"Development of an interactive, web-based decision support system to facilitate marine renewable energy site selection","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decision support system; Geospatial analysis; Renewable energy; Site selection; Atlas (anatomy); Geographic information system; Resource (disambiguation); Spatial decision support system; Marine spatial planning","score_opus":0.014072308848001413,"score_gpt":0.21394898846395063,"score_spread":0.1998766796159492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132354403","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048893448,0.00018295074,0.54185206,0.00096102356,0.000324358,0.002534492,0.010284134,0.35421965,0.04074801],"genre_scores_gemma":[0.19344912,0.0002770955,0.7430104,0.0005852552,0.00011670122,0.0020180373,0.01574377,0.005947586,0.038852055],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919564,0.00012590052,0.00009475307,0.00014135761,0.0003785553,0.00006387549],"domain_scores_gemma":[0.9969606,0.0011116241,0.000119169395,0.00036611175,0.0010573246,0.00038503055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016625943,0.0007998873,0.00066580164,0.0018643874,0.00079216954,0.0026163429,0.001641379,0.0007910278,0.022076929],"category_scores_gemma":[0.0042509767,0.0005270572,0.0005051984,0.0011689656,0.00027426137,0.0014537957,0.0013409352,0.0009245213,0.007709401],"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":[0.0013342444,0.0010797521,0.010520092,0.0005934054,0.00021666395,0.0016906197,0.0018321278,0.01997527,0.033628754,0.005848284,0.23477435,0.6885065],"study_design_scores_gemma":[0.00078203727,0.00037908458,0.013609575,0.0003519161,0.00021017327,0.0005721452,0.00079039513,0.44348648,0.05057664,0.007316418,0.48145914,0.00046593932],"about_ca_topic_score_codex":0.02020452,"about_ca_topic_score_gemma":0.018486446,"teacher_disagreement_score":0.022076929,"about_ca_system_score_codex":0.0008748598,"about_ca_system_score_gemma":0.0021146608,"threshold_uncertainty_score":0.073854685},"labels":[],"label_agreement":null},{"id":"W7132451798","doi":"","title":"Validation of a CFD tool for studying the behaviour of wave energy converters","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Flexibility (engineering); Wave energy converter; Energy (signal processing); Converters","score_opus":0.03036793759659728,"score_gpt":0.23015094643620074,"score_spread":0.19978300883960345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132451798","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36716506,0.000559501,0.6076328,0.00040490247,0.00050493056,0.00058940024,0.0023767252,0.005221976,0.015544694],"genre_scores_gemma":[0.8671039,0.0003370296,0.1265447,0.00009546895,0.000032822212,0.0004955652,0.0017619003,0.00027047074,0.0033581734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985386,0.0002702252,0.00012845377,0.00014402201,0.0008173764,0.00010127794],"domain_scores_gemma":[0.99617875,0.0017477528,0.00014115288,0.00081009255,0.0010464637,0.000075703356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020265914,0.0006474899,0.0005269495,0.0011535535,0.00064025074,0.0010020618,0.0013662884,0.001562583,0.0029663634],"category_scores_gemma":[0.0055028377,0.000281898,0.00049595674,0.00059101084,0.0007054335,0.0007993536,0.0008033289,0.0006204462,0.0010716945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075837504,0.0008621753,0.013096687,0.000668074,0.00007555016,0.000962037,0.00048741902,0.4441459,0.39243555,0.012085047,0.0050681992,0.12935506],"study_design_scores_gemma":[0.00014080603,0.00041486713,0.0042114947,0.00012271544,0.000026167625,0.0002277218,0.000081413746,0.7359309,0.24480945,0.0012503875,0.012715465,0.000068657944],"about_ca_topic_score_codex":0.0018385639,"about_ca_topic_score_gemma":0.0010256959,"teacher_disagreement_score":0.0029663634,"about_ca_system_score_codex":0.00049348123,"about_ca_system_score_gemma":0.0012214251,"threshold_uncertainty_score":0.01071775},"labels":[],"label_agreement":null},{"id":"W7132465578","doi":"","title":"Appraisal of IEC standards for wave and tidal energy resource assessment","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Resource (disambiguation); Bay; Shore; Tidal power; Marine energy; Environmental impact assessment; Energy (signal processing)","score_opus":0.02127833868193407,"score_gpt":0.2643079435279016,"score_spread":0.24302960484596753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132465578","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041186824,0.012500129,0.33588317,0.008432218,0.0033887776,0.0022074531,0.003046288,0.0016932524,0.59166193],"genre_scores_gemma":[0.34448755,0.021374553,0.5548216,0.0024626362,0.001327352,0.0031330234,0.014538895,0.0010526709,0.05680172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.93069714,0.011923173,0.0071479436,0.0012023003,0.04785993,0.0011694643],"domain_scores_gemma":[0.85867524,0.014524419,0.004564912,0.0121645285,0.1089777,0.0010931795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05291884,0.0014768915,0.0008115221,0.009200264,0.0010665293,0.005236717,0.003364588,0.0019431701,0.0034585802],"category_scores_gemma":[0.07502704,0.0004963642,0.00087354786,0.0060942196,0.0019292773,0.004009048,0.0025755211,0.002573301,0.0023070504],"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":[0.00032856228,0.00040288747,0.015125733,0.003382523,0.00008113546,0.00074664806,0.0023669258,0.024788663,0.0124230245,0.20450103,0.06916815,0.6666847],"study_design_scores_gemma":[0.00006786159,0.0005175519,0.022653319,0.004251448,0.00014114655,0.00093863945,0.004439186,0.023153849,0.016225109,0.047821995,0.8796395,0.00015045905],"about_ca_topic_score_codex":0.008253249,"about_ca_topic_score_gemma":0.0056878403,"teacher_disagreement_score":0.05291884,"about_ca_system_score_codex":0.004171098,"about_ca_system_score_gemma":0.012514519,"threshold_uncertainty_score":0.2798649},"labels":[],"label_agreement":null},{"id":"W7162454956","doi":"10.65521/ijasret.v9i5.1572","title":"Bladeless Wind Turbine","year":2025,"lang":"","type":"article","venue":"International Journal of Advance Scientific Research and Engineering Trends","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Wind power; Renewable energy; Offshore wind power; Turbine; Electricity; Wind hybrid power systems; Electricity generation; Pumped-storage hydroelectricity; Marine energy","score_opus":0.023519576284897897,"score_gpt":0.32672873490765536,"score_spread":0.30320915862275744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162454956","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05411761,0.0061349953,0.7177724,0.0012873411,0.006730255,0.00062672864,0.003532529,0.006435732,0.20336229],"genre_scores_gemma":[0.625616,0.0032194427,0.14337432,0.00079540565,0.00066133146,0.0003555836,0.004751163,0.00040741393,0.22081931],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998171,0.000019551499,0.0000110384135,0.00004204525,0.00009858784,0.000011666196],"domain_scores_gemma":[0.999841,0.000011663694,0.000016105832,0.000029051886,0.00008287263,0.000019324103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014989999,0.0003583468,0.00067415804,0.00028494117,0.00046191178,0.00055490446,0.00085494743,0.0008217315,0.013111261],"category_scores_gemma":[0.00034752433,0.00019344801,0.00033502514,0.000402169,0.00024381586,0.00057225634,0.00031672063,0.0007171531,0.012008822],"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":[0.000606093,0.00021206473,0.0021472713,0.0016496297,0.000074962925,0.0015144965,0.00022272825,0.042148538,0.24298637,0.04649152,0.11725606,0.54469025],"study_design_scores_gemma":[0.00029454805,0.0017637422,0.00949829,0.00019156409,0.00007765834,0.0028703336,0.00012809252,0.20786545,0.037494767,0.019277789,0.7203983,0.00013943657],"about_ca_topic_score_codex":0.0003885103,"about_ca_topic_score_gemma":0.00050253427,"teacher_disagreement_score":0.013111261,"about_ca_system_score_codex":0.0001435206,"about_ca_system_score_gemma":0.00019648891,"threshold_uncertainty_score":0.043861568},"labels":[],"label_agreement":null},{"id":"W7164500187","doi":"10.1515/9780820372273-019","title":"Westside wake keeping","year":2020,"lang":"","type":"book-chapter","venue":"Semiotics","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.02265286579686334,"score_gpt":0.19800064446084112,"score_spread":0.17534777866397777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164500187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006013419,0.0019157932,0.0004753623,0.00070190505,0.0007907446,0.000013652278,0.00017881117,0.00013569082,0.99518675],"genre_scores_gemma":[0.0013459786,0.00037898857,0.00012768836,0.00010229632,0.000026265629,0.0000039443876,0.00005446482,0.000052810974,0.9979075],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99990046,0.000010300769,0.0000026164664,0.000024922834,0.000039433595,0.000022173655],"domain_scores_gemma":[0.9999206,0.000011304932,0.0000037441253,0.000013974685,0.000030960346,0.000019383564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013971132,0.0006054276,0.00027968382,0.0007200965,0.0029534174,0.0032728566,0.00046339026,0.00079796993,0.35549685],"category_scores_gemma":[0.00036237357,0.00033792562,0.00022907865,0.00087397837,0.0004979254,0.0018996394,0.0016002404,0.0019603316,0.14030628],"study_design_candidate":"theoretical_or_conceptual","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":[0.000037003058,0.000023728846,0.00021443452,0.00007006067,0.0000022981978,0.0001768077,0.0010053403,0.000085110405,0.00063606445,0.06070542,0.7516228,0.18542096],"study_design_scores_gemma":[8.579008e-7,0.0000031010084,0.00015863751,0.000025480056,5.7625743e-7,0.00003246999,0.00014844701,0.000013776484,0.00007251868,0.0010890492,0.99845374,0.0000014276648],"about_ca_topic_score_codex":0.013612607,"about_ca_topic_score_gemma":0.08309473,"teacher_disagreement_score":0.35549685,"about_ca_system_score_codex":0.0009465056,"about_ca_system_score_gemma":0.0010660448,"threshold_uncertainty_score":0.9193055},"labels":[],"label_agreement":null}]}