{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":105,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":105,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"deb655964bad","filters":{"topic":"Marine and Coastal Research"}},"results":[{"id":"W2727871272","doi":"10.1016/j.shaw.2017.06.008","title":"Human Error Probability Assessment During Maintenance Activities of Marine Systems","year":2017,"lang":"en","type":"article","venue":"Safety and Health at Work","topic":"Marine and Coastal Research","field":"Engineering","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Australian Research Council; Memorial University of Newfoundland; University of Tasmania","keywords":"Human error; Environmental science; Computer science; Risk analysis (engineering); Business","authors":[{"name":"Rabiul Islam","is_ca":true},{"name":"Faisal Khan","is_ca":true},{"name":"Rouzbeh Abbassi","is_ca":false},{"name":"Vikram Garaniya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04194935641868691,"gpt":0.336254140215429,"spread":0.2943047837967421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00360524,0.0007115327,0.0004633622,0.001517593,0.0002957656,0.0008129544,0.0008444714,0.0008101935,0.001127417],"category_scores_gemma":[0.0180993,0.0002873156,0.0005582085,0.0006662295,0.00043799,0.0009661926,0.0008759984,0.0005028081,0.0001792153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009517,"about_ca_system_score_gemma":0.0007267116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007954651,"about_ca_topic_score_gemma":0.004245073,"domain_scores_codex":[0.9978956,0.0008127674,0.0001625367,0.0003868847,0.0005970819,0.0001451406],"domain_scores_gemma":[0.9807834,0.01386108,0.002470708,0.0006367718,0.001952148,0.0002958403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003788797,0.0002551669,0.1840234,0.0002407009,0.0001983798,0.0003784025,0.0007699314,0.7557302,0.001637343,0.001388871,0.0006052067,0.05439362],"study_design_scores_gemma":[0.00000862194,0.0003488336,0.05887111,0.00005607694,0.00006044051,0.0002381387,0.0003023772,0.9367981,0.001163825,0.001779766,0.0003361354,0.00003660103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7497461,0.0004807235,0.2463885,0.0002252293,0.00003234732,0.0002116677,0.0004765614,0.0001940924,0.002244845],"genre_scores_gemma":[0.9921573,0.00009568162,0.007130518,0.00001328558,0.000007308717,0.00005293675,0.0001574418,0.00000661697,0.0003787907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007954651,"threshold_uncertainty_score":0.01906657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002457474","doi":"10.1159/000244206","title":"Factors Influencing Efficacy of Exogenous Surfactant in Acute Lung Injury","year":2009,"lang":"en","type":"review","venue":"Biology of the Neonate","topic":"Marine and Coastal Research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Pulmonary surfactant; Medicine; Lung; Intensive care medicine; Internal medicine; Biology; Biochemistry","authors":[{"name":"Jim F. Lewis","is_ca":true},{"name":"Ruud A. W. Veldhuizen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03736465004932012,"gpt":0.3243461318210892,"spread":0.2869814817717691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157261,0.0006571568,0.001529842,0.002011879,0.0001663765,0.0009371963,0.0006952186,0.00102576,0.002017886],"category_scores_gemma":[0.0009321278,0.0002032889,0.0003792574,0.001941356,0.000413284,0.0008567072,0.0003899721,0.0006462363,0.001607691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923785,"about_ca_system_score_gemma":0.0006930392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102154,"about_ca_topic_score_gemma":0.001186993,"domain_scores_codex":[0.9997815,0.00003996275,0.00004959208,0.00003704582,0.0000747099,0.00001711312],"domain_scores_gemma":[0.9995995,0.000204625,0.00008202195,0.00000850732,0.00008767839,0.00001766223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001189737,0.00008169134,0.0009182321,0.02038377,0.0001394296,0.0005258144,0.00007058882,0.000317658,0.004311109,0.001357186,0.007148598,0.964627],"study_design_scores_gemma":[0.00007338251,0.0004485594,0.01055848,0.01073966,0.0007076459,0.009985043,0.000279601,0.000304497,0.006997692,0.002971286,0.9568759,0.00005840374],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002244137,0.9992292,0.00005950604,0.00006435874,0.00003147916,0.000001966539,0.000008261221,0.000002412505,0.000378301],"genre_scores_gemma":[0.001573697,0.9980202,0.00009179866,0.00004296145,0.00004519227,0.00000361658,0.00001553178,6.659084e-7,0.0002064328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002017886,"threshold_uncertainty_score":0.006750524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800823300","doi":"10.24043/isj.55","title":"Sea deity beliefs of the Kuroshio oceanic cultural sphere: maritime traditions and cultural interaction among Jeju Island, Zhoushan Archipelago, and the Ryukyu Islands","year":2018,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Marine and Coastal Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Archipelago; Oceanography; Geography; Geology","authors":[{"name":"Nam-chun Heo","is_ca":true},{"name":"Hyun-jeung Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02123072657604735,"gpt":0.2749932317453514,"spread":0.253762505169304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855206,0.0002342175,0.0002596975,0.0004949553,0.001889267,0.001653202,0.000270323,0.0002604694,0.00100783],"category_scores_gemma":[0.0009376907,0.0001789258,0.0001586214,0.0005525576,0.001847347,0.001001829,0.001808993,0.0005855517,0.00006535106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007126728,"about_ca_system_score_gemma":0.000772582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01969987,"about_ca_topic_score_gemma":0.05055951,"domain_scores_codex":[0.9998159,0.00006412137,0.00001438507,0.00002390467,0.00002527397,0.00005645646],"domain_scores_gemma":[0.9995614,0.0001329001,0.0001222091,0.00002544345,0.00004683473,0.0001111905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005999883,0.00007561986,0.4097964,0.00006576537,0.00004355324,0.0007012177,0.5798154,0.00004690032,0.002217373,0.000898498,0.0001585872,0.006120818],"study_design_scores_gemma":[0.000003185769,0.00003028656,0.3385287,0.00004082524,0.0000193983,0.0001304021,0.6594182,0.0000750717,0.0001478628,0.00009788993,0.00149922,0.000009034695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995404,0.00004455401,0.000006561371,0.00002208105,0.000001020397,9.434395e-7,0.000001964902,1.214398e-7,0.0003822831],"genre_scores_gemma":[0.9995937,0.0001173074,0.0000195553,0.0000169729,0.000001136602,0.000002846412,0.000008399198,5.667375e-7,0.0002394296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969987,"threshold_uncertainty_score":0.03917038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035718737","doi":"10.4043/19233-ms","title":"Emergency Response Training Using Simulators","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Marine and Coastal Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Atlantic Canada Opportunities Agency; Canadian Association of Petroleum Producers","keywords":"Training (meteorology); Emergency response; Competence (human resources); Computer science; Virtual reality; Virtual training; Simulation training; Fidelity; Engineering management; Risk analysis (engineering); Simulation; Engineering; Human–computer interaction; Business","authors":[{"name":"Brian Veitch","is_ca":true},{"name":"Randy Billard","is_ca":false},{"name":"Anthony Patterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07627601896122431,"gpt":0.2888364436561734,"spread":0.2125604246949491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009730259,0.0007002305,0.0002057697,0.0004829149,0.0002381851,0.0007530345,0.001084712,0.0008911114,0.01651206],"category_scores_gemma":[0.002867851,0.0002286595,0.0005071974,0.0002148806,0.0003512601,0.000888198,0.002243341,0.0008377614,0.005018737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689145,"about_ca_system_score_gemma":0.0009679156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003931159,"about_ca_topic_score_gemma":0.0006500082,"domain_scores_codex":[0.9994071,0.0003093024,0.00003488094,0.00005332198,0.0001217708,0.00007363509],"domain_scores_gemma":[0.9989142,0.0004732531,0.00008776337,0.0001521774,0.000166907,0.0002056075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007734519,0.004720603,0.008191726,0.001941074,0.00009335801,0.001319867,0.002518097,0.07263304,0.05465288,0.01503475,0.05737492,0.7807463],"study_design_scores_gemma":[0.0006561582,0.01098985,0.01535067,0.002697758,0.0001165909,0.006036293,0.00208917,0.09662682,0.05114225,0.01405675,0.7999768,0.0002609101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3096941,0.002737411,0.5233853,0.004854953,0.001595584,0.00248599,0.0008367506,0.01024263,0.1441673],"genre_scores_gemma":[0.7011105,0.003651725,0.2274725,0.001448389,0.0003390221,0.001462575,0.001101926,0.0002910756,0.06312221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01651206,"threshold_uncertainty_score":0.05523837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386182843","doi":"10.22259/2638-5201.0301001","title":"Meta-Analysis of SIMS Scores of Survivors of Car Accidents and of Instructed Malingerers","year":2020,"lang":"en","type":"article","venue":"Archives of Psychiatry and Behavioral Sciences","topic":"Marine and Coastal Research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Psychology; Forensic engineering; Engineering","authors":[{"name":"Zack Z. Cernovsky","is_ca":true},{"name":"James D. Mendonça","is_ca":true},{"name":"Jack Remo Ferrari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08981233910708973,"gpt":0.3235138241775831,"spread":0.2337014850704933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01313545,0.002317673,0.01131415,0.004418363,0.0006524555,0.002615781,0.001578747,0.001919491,0.002470462],"category_scores_gemma":[0.02815818,0.001111753,0.03371116,0.004175678,0.0005955345,0.001165065,0.001103885,0.001252274,0.0002283568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008974168,"about_ca_system_score_gemma":0.001073084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201404,"about_ca_topic_score_gemma":0.005595735,"domain_scores_codex":[0.9899568,0.004542126,0.002402775,0.001854102,0.0009970412,0.0002471383],"domain_scores_gemma":[0.9791977,0.01489451,0.002786126,0.001659684,0.001159769,0.0003020796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004795977,0.00002487617,0.02280407,0.02309603,0.9432855,0.0001024337,0.00003810541,0.0002939781,0.0002877021,0.00005563341,0.00030647,0.004909168],"study_design_scores_gemma":[0.0004443972,0.0003187741,0.02052409,0.001445749,0.9758261,0.0001225528,0.00003579224,0.000185033,0.0001671794,0.0001451715,0.0007690346,0.00001615455],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07938524,0.914669,0.002135066,0.0003271157,0.0005740977,0.0001773276,0.002016563,0.00008028226,0.0006352967],"genre_scores_gemma":[0.8712191,0.1218748,0.002405441,0.0005745189,0.0004823717,0.0004388142,0.002438644,0.00007349746,0.0004927997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01313545,"threshold_uncertainty_score":0.06946772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558268441","doi":"10.4043/27349-ms","title":"DP in Ice Environment - Improving Safety and Efficiency of Arctic Operations","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Marine and Coastal Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sea ice; The arctic; Arctic; Environmental science; Computer science; Climatology; Geology; Oceanography","authors":[{"name":"Mohammed Islam","is_ca":false},{"name":"John Wang","is_ca":false},{"name":"Jason Mills","is_ca":false},{"name":"Tanvir Sayeed","is_ca":false},{"name":"Bob Gash","is_ca":false},{"name":"Michael Lau","is_ca":false},{"name":"David Millan","is_ca":false},{"name":"Jim Millan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007781406671098093,"gpt":0.2061980141070538,"spread":0.1984166074359557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008856297,0.0004283738,0.0002844642,0.0005621567,0.000364702,0.001693098,0.0005504999,0.0002993845,0.002741824],"category_scores_gemma":[0.001105936,0.0001189202,0.0002510115,0.000616931,0.0003401933,0.001007521,0.001638847,0.000334175,0.0007537341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008908992,"about_ca_system_score_gemma":0.001729798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098942,"about_ca_topic_score_gemma":0.009601183,"domain_scores_codex":[0.9992979,0.0002131656,0.00003261362,0.00007678589,0.0002813585,0.0000981188],"domain_scores_gemma":[0.999661,0.0000712637,0.00004967944,0.00003384052,0.0001425698,0.00004167838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000634053,0.000261946,0.01912975,0.001486231,0.00009481705,0.0004344916,0.000989528,0.2715527,0.0430132,0.02888402,0.007603798,0.6259153],"study_design_scores_gemma":[0.0001393753,0.002990623,0.0699131,0.001288444,0.0002359143,0.0005942921,0.006537008,0.4932158,0.1083561,0.02214091,0.2944378,0.000150617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5126941,0.005524924,0.294746,0.001693826,0.0004927849,0.0004163394,0.001309519,0.001565707,0.1815567],"genre_scores_gemma":[0.9311631,0.005243629,0.05282574,0.0001390122,0.00007927715,0.0000825473,0.0007112267,0.0001132298,0.009642164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098942,"threshold_uncertainty_score":0.02185094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289260413","doi":"10.5430/jct.v11n5p155","title":"The Development and Demonstration of Creative Education Programs Focused on Intelligent Information Technology","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Marine and Coastal Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Korea Foundation for the Advancement of Science and Creativity; Ministry of Education, India; National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"Creativity; Psychology; Mathematics education; Quality (philosophy); Swift; Information technology; Computer science; Knowledge management; Social psychology","authors":[{"name":"Yuri Hwang","is_ca":false},{"name":"Eunsun Choi","is_ca":false},{"name":"Namje Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008772281390755546,"gpt":0.2503088879528193,"spread":0.2415366065620638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009504641,0.0002639083,0.0001143772,0.0005261826,0.0005397479,0.0005802253,0.0004763045,0.0002636442,0.003770845],"category_scores_gemma":[0.001688767,0.0001242669,0.0003106443,0.0002728852,0.0003077689,0.0004037249,0.0008820977,0.0006590023,0.0006124629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003324401,"about_ca_system_score_gemma":0.001652823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004914267,"about_ca_topic_score_gemma":0.001116444,"domain_scores_codex":[0.9996759,0.000116588,0.00001945196,0.00005259091,0.00005829711,0.00007727083],"domain_scores_gemma":[0.998715,0.0002765056,0.000142916,0.0001162773,0.0001434257,0.0006058873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004628512,0.02456752,0.05768641,0.001014106,0.00003977478,0.0004824358,0.007829837,0.001533995,0.03678322,0.008253544,0.005372802,0.8559736],"study_design_scores_gemma":[0.001125014,0.02172483,0.6513475,0.001044931,0.0002375564,0.001856268,0.01340004,0.01044483,0.09630131,0.01051099,0.1918481,0.0001586338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752842,0.0002186785,0.009527575,0.0003558131,0.00006003029,0.000756193,0.00008038075,0.0001170692,0.01360013],"genre_scores_gemma":[0.9308147,0.0005334882,0.0553065,0.0001991828,0.00003521227,0.0007140302,0.0002054847,0.00002539059,0.01216601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770845,"threshold_uncertainty_score":0.01261479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000109871","doi":"10.1117/12.2043462","title":"Implementation and optimization of ultrasound signal processing algorithms on mobile GPU","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Marine and Coastal Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Signal processing; CUDA; General-purpose computing on graphics processing units; Parallel computing; Algorithm; Digital signal processing; Computational science; Computer hardware; Computer graphics (images); Graphics","authors":[{"name":"Woo Kyu Kong","is_ca":false},{"name":"Wooyoul Lee","is_ca":false},{"name":"Kyu Cheol Kim","is_ca":false},{"name":"Yangmo Yoo","is_ca":false},{"name":"Tai‐Kyong Song","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01007139248486704,"gpt":0.2530977454883623,"spread":0.2430263530034953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002465857,0.0007320498,0.0003454038,0.0005934587,0.0002162966,0.0005150504,0.0008074451,0.0003190761,0.002653118],"category_scores_gemma":[0.0009166526,0.0002217826,0.0004038113,0.0004649127,0.0001721945,0.0003693182,0.0003243298,0.0004123857,0.0007095883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277872,"about_ca_system_score_gemma":0.0007940907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841752,"about_ca_topic_score_gemma":0.003873157,"domain_scores_codex":[0.999673,0.00003506947,0.00002030831,0.00005091029,0.0001697599,0.00005098569],"domain_scores_gemma":[0.9997196,0.00004932224,0.0000245379,0.00003813349,0.0001519709,0.00001642492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003853506,0.00017727,0.002551382,0.0002562999,0.00006828354,0.0003420519,0.0002081563,0.2591718,0.1957409,0.005938475,0.005762754,0.5293974],"study_design_scores_gemma":[0.00003692946,0.0001776889,0.0008354005,0.00001041978,0.00001455772,0.00009327274,0.00003494474,0.9478642,0.04427365,0.0006725116,0.005970122,0.00001624029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06898266,0.000224773,0.922393,0.00009844567,0.00005635168,0.000111722,0.0001007115,0.003184216,0.00484813],"genre_scores_gemma":[0.2528247,0.0001899111,0.7427756,0.00005867975,0.00001793852,0.0001798459,0.0003212922,0.0004096645,0.003222248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003841752,"threshold_uncertainty_score":0.008875549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071223510","doi":"10.1063/1.1942516","title":"Hydrogen bubble flow visualization of a self-oscillating cylinder vortex street “void”","year":2005,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Marine and Coastal Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Flow visualization; Bubble; Vortex; Kármán vortex street; Mechanics; Cylinder; Void (composites); Visualization; Flow (mathematics); Turbulence; Classical mechanics; Geometry; Mechanical engineering; Reynolds number; Composite material","authors":[{"name":"Stuart Gilbert","is_ca":true},{"name":"Lorenz Sigurdson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01393348916498561,"gpt":0.2613540189843505,"spread":0.2474205298193649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007621229,0.0001148812,0.0001833591,0.0004607765,0.0002232837,0.0002971834,0.0002455752,0.0004531034,0.00336341],"category_scores_gemma":[0.000186143,0.0001288803,0.00008132397,0.0001481664,0.0002436611,0.0003871833,0.0002959306,0.0004202818,0.0001628822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083814,"about_ca_system_score_gemma":0.0002060734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000826432,"about_ca_topic_score_gemma":0.0005795255,"domain_scores_codex":[0.9999703,0.00000222623,0.00000104105,0.000005190397,0.00001140066,0.000009734147],"domain_scores_gemma":[0.9998462,0.00005521822,0.00001513561,0.000008815001,0.00002795831,0.00004652404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006536359,0.00009789164,0.001491193,0.0001152648,0.00001137915,0.0009558461,0.0002165654,0.002302865,0.9697326,0.003147617,0.002341771,0.01893341],"study_design_scores_gemma":[0.0001855029,0.0005253849,0.01709309,0.00004751676,0.00002515139,0.0008689733,0.0002901449,0.1131659,0.8578056,0.001699886,0.008248875,0.00004404585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759512,0.0002811432,0.01576484,0.0003307848,0.00008678425,0.00003097066,0.0002253835,0.0005599578,0.006768879],"genre_scores_gemma":[0.98781,0.00008195278,0.008982719,0.00005329545,0.00002670027,0.00001260154,0.0001354496,0.00006763681,0.002829537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00336341,"threshold_uncertainty_score":0.01125169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096541814","doi":"10.7731/kifse.cba54f4c","title":"Analysis of the Effectiveness of Fire Drone Missions at Disaster Sites: An Empirical Approach","year":2020,"lang":"en","type":"article","venue":"Fire science and engineering","topic":"Marine and Coastal Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Drone; Scope (computer science); Metropolitan area; Search and rescue; Aeronautics; Computer science; Geography; Computer security; Engineering; Artificial intelligence; Archaeology","authors":[{"name":"Yeol-Woo Shin","is_ca":true},{"name":"Jinho Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688985880115913,"gpt":0.2695130232251017,"spread":0.2426231644239426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0098309,0.0005350008,0.0005304625,0.003601989,0.0007396512,0.001530459,0.001335724,0.00104173,0.003022499],"category_scores_gemma":[0.06458212,0.0004029477,0.001058394,0.002376614,0.001597149,0.002792508,0.001030902,0.001574672,0.0005739768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312606,"about_ca_system_score_gemma":0.001012196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139585,"about_ca_topic_score_gemma":0.002531835,"domain_scores_codex":[0.9924862,0.003444698,0.0009654479,0.0007327711,0.001820171,0.0005507523],"domain_scores_gemma":[0.8486789,0.1154094,0.02114406,0.002429943,0.009788693,0.002548932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006027829,0.003104361,0.9646387,0.0005652905,0.0004361842,0.0003878704,0.006344831,0.003186314,0.000794621,0.0004825505,0.0004547507,0.01900172],"study_design_scores_gemma":[0.00006109665,0.003906362,0.9517102,0.0001856637,0.0002565949,0.0004043761,0.02861239,0.01213468,0.00105054,0.0002376462,0.001379994,0.00006036205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983523,0.00008354935,0.0004349112,0.00003314147,0.000002886748,0.0001385095,0.0001652757,0.000004862821,0.0007846396],"genre_scores_gemma":[0.9975411,0.0001441145,0.001233127,0.0000268464,0.000008338753,0.0002820303,0.000353845,0.000007048825,0.0004036136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0098309,"threshold_uncertainty_score":0.0519914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248537632","doi":"10.11646/zootaxa.3802.4.8","title":"The family Hyalidae (Crustacea: Amphipoda: Talitroidea) from Korean waters. 1. Genus Ptilohyale Bousfield & Hendrycks, 2002","year":2014,"lang":"en","type":"article","venue":"Zootaxa","topic":"Marine and Coastal Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Museum of Nature","funders":"National Institute of Biological Resources","keywords":"Biology; Amphipoda; Crustacean; Genus; Key (lock); Zoology; Ecology","authors":[{"name":"Ye Eun","is_ca":false},{"name":"Young-Hyo Kim","is_ca":false},{"name":"Ed A. Hendrycks","is_ca":true},{"name":"Kyung‐Sook Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02036144783467808,"gpt":0.2361194677781932,"spread":0.2157580199435151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006710958,0.0003958574,0.0001145333,0.001233448,0.0004731901,0.0002648664,0.0002128238,0.0001821299,0.004863592],"category_scores_gemma":[0.0001201101,0.000108706,0.0001271798,0.0008809411,0.0002375936,0.0006474038,0.0007882531,0.0002341472,0.0008950717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726086,"about_ca_system_score_gemma":0.0002053567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291282,"about_ca_topic_score_gemma":0.004725049,"domain_scores_codex":[0.9999406,0.000005040352,0.00001246838,0.00001754805,0.00001508303,0.000009095531],"domain_scores_gemma":[0.9999541,0.000004341626,0.00001902458,0.000005272943,0.000005201457,0.00001196304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000351478,0.00008296531,0.2265289,0.001657859,0.00008781128,0.002670717,0.00558868,0.0003534757,0.105044,0.0009202535,0.002405779,0.654308],"study_design_scores_gemma":[0.00002374891,0.000337796,0.8951703,0.0002831039,0.0001062543,0.008512823,0.004241591,0.0003880052,0.006138504,0.0003647583,0.08440199,0.00003108097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970828,0.004754792,0.001661025,0.0001359215,0.00007132554,0.0001274013,0.00164099,0.0001006395,0.02068003],"genre_scores_gemma":[0.9834968,0.00537289,0.003275677,0.0001637165,0.00003262237,0.00006656403,0.00154582,0.00001506797,0.006030951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004863592,"threshold_uncertainty_score":0.01627034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128691956","doi":"10.5394/kinpr.2013.37.6.647","title":"Design Conditions for Dolphin Berth by Tanker Fleet Analysis","year":2013,"lang":"en","type":"article","venue":"Journal of Navigation and Port Research","topic":"Marine and Coastal Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ballast; Mooring; Port (circuit theory); Engineering; Naval architecture; Transshipment (information security); Marine engineering; Truck; Transport engineering; Operations research; Automotive engineering","authors":[{"name":"Seok‐Jin Kang","is_ca":false},{"name":"Joong-Woo Lee","is_ca":false},{"name":"Dong‐Hyun Lee","is_ca":false},{"name":"Hee-Jae Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05554717675304763,"gpt":0.3721959805304324,"spread":0.3166488037773847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006702307,0.000627235,0.0003065086,0.001216409,0.0005515626,0.0005188687,0.0005920497,0.0004678243,0.01036857],"category_scores_gemma":[0.001423418,0.0002152406,0.0005548513,0.000517884,0.0002595504,0.0005060025,0.0004606459,0.0003963195,0.001236903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076665,"about_ca_system_score_gemma":0.0008448561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398597,"about_ca_topic_score_gemma":0.01866369,"domain_scores_codex":[0.9993951,0.00006870175,0.00002649351,0.0001105336,0.0002753795,0.0001238071],"domain_scores_gemma":[0.999493,0.0001278457,0.00005701242,0.00003314524,0.0002412572,0.00004771386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001507112,0.0002721862,0.04716823,0.0005809268,0.0000636382,0.001617288,0.0009607089,0.5408389,0.2919864,0.007642362,0.006336354,0.101026],"study_design_scores_gemma":[0.0001158484,0.001761659,0.07674298,0.00006300503,0.0001161585,0.0006078515,0.002383098,0.7191808,0.175377,0.002789381,0.0206882,0.0001740559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479191,0.0001595579,0.1237009,0.0001158382,0.00004123789,0.0003718801,0.001724,0.0005800196,0.02538737],"genre_scores_gemma":[0.9700428,0.00009161801,0.02020065,0.00001824626,0.000003917471,0.000157862,0.001337413,0.00008453216,0.008063035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398597,"threshold_uncertainty_score":0.03468627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4301753255","doi":"10.5957/icetech-2010-143","title":"Effect of Simulator Training on Novice Operators’ Abilities to Navigate in Ice","year":2010,"lang":"en","type":"article","venue":"","topic":"Marine and Coastal Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Training (meteorology); Certification; Computer science; Arctic; Simulation; Aeronautics; Engineering; Meteorology; Geology; Oceanography; Geography","authors":[{"name":"Stephanie M. Power","is_ca":true},{"name":"Jonathan D. Power","is_ca":false},{"name":"Scott N. MacKinnon","is_ca":true},{"name":"António Simões Ré","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009358075101450043,"gpt":0.2856399665223048,"spread":0.2762818914208548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007539791,0.0004537634,0.0002585708,0.0002603237,0.0002229773,0.0004077274,0.0003204012,0.000396606,0.003157413],"category_scores_gemma":[0.00725372,0.0001471592,0.0002815848,0.00009882613,0.0003344463,0.0002813211,0.0005911252,0.0006023484,0.000322062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512107,"about_ca_system_score_gemma":0.000578884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299411,"about_ca_topic_score_gemma":0.002368155,"domain_scores_codex":[0.9995431,0.0001790045,0.00003652689,0.00004617739,0.00004880441,0.0001462837],"domain_scores_gemma":[0.9938388,0.002790462,0.0005286617,0.0002987762,0.000597943,0.001945291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08996118,0.1668449,0.2407709,0.001092393,0.0009442965,0.001023902,0.005797213,0.0216876,0.114931,0.0005121205,0.004141692,0.3522928],"study_design_scores_gemma":[0.001588743,0.2478155,0.7142107,0.0001968603,0.0003078928,0.0002447162,0.002510003,0.01036784,0.01756857,0.0004385181,0.004648184,0.0001024325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999443,0.00003992431,0.00005970855,0.00002240282,0.00001348661,0.00001816131,0.00001958008,0.000006321222,0.0003774411],"genre_scores_gemma":[0.9984564,0.00007387058,0.0002444827,0.00002930806,0.00001230972,0.00005034207,0.0001028181,0.000003660643,0.001026844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003157413,"threshold_uncertainty_score":0.0105626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393333776","doi":"10.2112/jcr-si50-184.1","title":"Anthropogenic Geomorphological Changes during the Last Century in the Kangneung Area along the East Coast of Korea","year":2007,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and Coastal Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Geology; East coast; Oceanography; Physical geography; Geography","authors":[{"name":"Keun-Hyung Choi","is_ca":false},{"name":"Kichul Yoon","is_ca":false},{"name":"Jeong‐Heon Choi","is_ca":false},{"name":"Y.K. Shin","is_ca":false},{"name":"Jae-Chul Lee","is_ca":false},{"name":"Min-Hwan Suh","is_ca":false},{"name":"Kennedy Munyikwa","is_ca":true},{"name":"Kyung‐Hee Oh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05415227304994671,"gpt":0.3275145990660546,"spread":0.2733623260161079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001443735,0.0002160143,0.0001268133,0.0008678743,0.0002499324,0.0004074367,0.0001717781,0.0001888155,0.0005873268],"category_scores_gemma":[0.0002119678,0.0001199865,0.000195908,0.001395256,0.0002623391,0.0003622068,0.000411591,0.0001441411,0.0000932156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005151373,"about_ca_system_score_gemma":0.0003253583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687909,"about_ca_topic_score_gemma":0.08520482,"domain_scores_codex":[0.9999157,0.0000100165,0.00001568916,0.00002455978,0.00001470415,0.00001932135],"domain_scores_gemma":[0.9997419,0.0000148498,0.0001360259,0.00001047211,0.00005378691,0.00004307723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006238846,0.00002117054,0.9885832,0.00005723302,0.00003888983,0.0007750939,0.001251208,0.0001532152,0.002112492,0.00003322866,0.0002280596,0.006683884],"study_design_scores_gemma":[7.332464e-7,0.00001341199,0.9982916,0.000004729852,0.000006576613,0.0001058155,0.00115009,0.00006563183,0.00004725571,0.000003226241,0.0003088779,0.000002141078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994962,0.0000987341,0.00001575332,0.00001892328,0.000002479726,0.000003081663,0.0002024637,0.0000015825,0.000160779],"genre_scores_gemma":[0.9991028,0.0001890805,0.00007202308,0.0000122266,0.000002963689,0.000004681902,0.0003962813,0.000001418256,0.0002185252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687909,"threshold_uncertainty_score":0.05344522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293073977","doi":"10.11159/iccste22.161","title":"A Study on Augmented Reality Remote Maintenance Support System for Ships and Offshore Structures","year":2022,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Marine and Coastal Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Augmented reality; Submarine pipeline; Marine engineering; Maintenance engineering; Computer science; Geology; Human–computer interaction; Engineering; Oceanography; Reliability engineering","authors":[{"name":"Young-Soo Han","is_ca":false},{"name":"Kyoung Ho Lee","is_ca":false},{"name":"Yang Ouk Kim","is_ca":false},{"name":"Young Su Kim","is_ca":false},{"name":"Hyun Bin Yeo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03073754452208831,"gpt":0.2610206435603084,"spread":0.23028309903822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006168728,0.0004384009,0.000325955,0.0003997697,0.0003590451,0.0009767681,0.0006259928,0.0008435192,0.003804144],"category_scores_gemma":[0.001426994,0.0001937345,0.0006063837,0.0003472402,0.0003398805,0.001083529,0.0003329114,0.0003239244,0.0005848726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224002,"about_ca_system_score_gemma":0.000252676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289405,"about_ca_topic_score_gemma":0.001660867,"domain_scores_codex":[0.9993875,0.0001856282,0.00004720699,0.0001271852,0.0002025289,0.00004992342],"domain_scores_gemma":[0.9993886,0.0002526884,0.0000395522,0.00005958914,0.0002021093,0.00005751113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003245106,0.002325351,0.02330364,0.002771911,0.0002980914,0.003997278,0.01475952,0.03250405,0.3138552,0.007389431,0.006462586,0.5890878],"study_design_scores_gemma":[0.0003506997,0.02668595,0.1571014,0.0006013951,0.001012235,0.005939682,0.01715524,0.491254,0.1774358,0.002622498,0.1195281,0.0003130748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958319,0.003614193,0.07954418,0.000771109,0.0002103364,0.0003764992,0.0002045074,0.0004182744,0.01902903],"genre_scores_gemma":[0.9599072,0.002445851,0.02598507,0.0001299369,0.00006159173,0.000128216,0.0002486646,0.00004258538,0.01105094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003804144,"threshold_uncertainty_score":0.01272613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408282333","doi":"10.1155/atr/8225597","title":"The Analysis of Controlled Flight Into Terrain Incidents From Flight Crew Perspective Using Named Entity Recognition and Bayesian Networks","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Marine and Coastal Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Civil Aviation Administration of China","keywords":"Crew; Perspective (graphical); Bayesian network; Bayesian probability; Computer science; Terrain; Artificial intelligence; Aeronautics; Dynamic Bayesian network; Cockpit; Data mining; Engineering; Cartography; Geography","authors":[{"name":"Woojune Yi","is_ca":false},{"name":"Aihua Zhang","is_ca":false},{"name":"Pengcheng Tian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007136068358395801,"gpt":0.2700362952845271,"spread":0.2629002269261312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214113,0.0007064245,0.0003082719,0.006065799,0.0004228659,0.001014562,0.0006039343,0.0005787252,0.0007176897],"category_scores_gemma":[0.009458235,0.0002539507,0.0007422426,0.003656548,0.0002886576,0.002494117,0.0006815916,0.0006250943,0.0003793636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329513,"about_ca_system_score_gemma":0.0008206157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432886,"about_ca_topic_score_gemma":0.01552133,"domain_scores_codex":[0.9981526,0.0004871981,0.0002896193,0.0004453929,0.0005278302,0.0000973902],"domain_scores_gemma":[0.9929982,0.003732124,0.001594086,0.000454622,0.001085968,0.0001349504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003407768,0.0003682473,0.2682909,0.0007843859,0.0004172128,0.001389218,0.001979321,0.08831273,0.01284279,0.007544826,0.005749109,0.6119805],"study_design_scores_gemma":[0.0000134335,0.00018609,0.1604396,0.0002212965,0.0003594324,0.0006492969,0.001625964,0.7979809,0.01400004,0.009441707,0.01495393,0.0001282952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3160266,0.001657957,0.6672032,0.0009358256,0.0001236771,0.0003640282,0.005991794,0.001536368,0.006160404],"genre_scores_gemma":[0.8224498,0.001104848,0.166891,0.00008653477,0.00007083437,0.0001824622,0.007403689,0.00005560171,0.00175521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01432886,"threshold_uncertainty_score":0.0284909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094807624","doi":"","title":"제주도 서귀포항 및 한림항내 표층퇴적물의 PCBs 분포","year":2017,"lang":"ko","type":"article","venue":"한국환경과학회지","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Benthic zone; Environmental science; Sediment; Environmental chemistry; Total organic carbon; Sedimentary rock; Heavy metals; Oceanography; Geology; Chemistry; Geochemistry; Geomorphology","authors":[{"name":"조은일","is_ca":false},{"name":"허륜용","is_ca":false},{"name":"이민규","is_ca":false},{"name":"감상규","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03030716127333702,"gpt":0.3015585704014871,"spread":0.2712514091281502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001051933,0.0003187766,0.000153103,0.0006064791,0.0003432861,0.0003578277,0.0001312921,0.0001204005,0.001562629],"category_scores_gemma":[0.0001605137,0.0001866704,0.0001476117,0.0008983185,0.0002204539,0.0002057222,0.0002165443,0.0001987072,0.0004525039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983988,"about_ca_system_score_gemma":0.0002889186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541403,"about_ca_topic_score_gemma":0.01377219,"domain_scores_codex":[0.9997743,0.00001477612,0.00001745641,0.00008400639,0.00007453947,0.00003511425],"domain_scores_gemma":[0.9997974,0.000008245473,0.00006403078,0.00001077952,0.00009540423,0.00002418596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344841,0.00007968014,0.5440139,0.0002022776,0.00007676507,0.0005446494,0.0004808027,0.0003815697,0.4137925,0.0001732854,0.0006380368,0.03927172],"study_design_scores_gemma":[0.000006020067,0.0003947748,0.8960971,0.00001138055,0.00005065338,0.0004284643,0.0006405319,0.0003785204,0.09493841,0.00009180903,0.006943175,0.00001912571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994154,0.0001836279,0.0009565864,0.00002808098,0.00001020483,0.00002754564,0.0009415835,0.00002406715,0.003674187],"genre_scores_gemma":[0.9909958,0.0002954129,0.002221677,0.00004968059,0.000005025453,0.0000239601,0.0012987,0.000009147209,0.005100586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006541403,"threshold_uncertainty_score":0.01300663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245710079","doi":"10.25071/2561-5467.395","title":"Nineteenth century commercial shipping losses in the northern Bering Sea, Chukchi Sea, and Beaufort Sea","year":2006,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Strong; Northwestern University","keywords":"Beaufort sea; Humanities; Beaufort scale; Oceanography; Geography; Art; Geology; Sea ice","authors":[{"name":"John R. Bockstoce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043795593059177,"gpt":0.2110720059724434,"spread":0.2006340500418516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078783,0.0002011015,0.0001058902,0.001108972,0.00273315,0.001322267,0.0004838521,0.0003185448,0.00272074],"category_scores_gemma":[0.0006530371,0.0001751769,0.000141104,0.002145413,0.00146634,0.0007690617,0.001030887,0.0006662545,0.0002093724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008377546,"about_ca_system_score_gemma":0.00209106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.700303,"about_ca_topic_score_gemma":0.8671443,"domain_scores_codex":[0.9998382,0.00001098746,0.000009304449,0.00002093645,0.00003616783,0.00008435031],"domain_scores_gemma":[0.999557,0.00002790732,0.0001598116,0.00001650424,0.0001498706,0.00008891115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004670685,0.0001131359,0.8591931,0.00007694091,0.00009827846,0.002497095,0.04301637,0.0025473,0.001212708,0.01276452,0.01639336,0.06162019],"study_design_scores_gemma":[0.000002149781,0.000006907489,0.987445,0.00001783155,0.00000485144,0.00008071442,0.006651487,0.0001219274,0.00006545111,0.000100669,0.005493728,0.000009251125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919565,0.0002872662,0.00001854324,0.0004815274,0.00001176044,0.000001705349,0.0001826248,0.000002231627,0.007057884],"genre_scores_gemma":[0.9933226,0.0005272038,0.0000348676,0.00007064221,0.00001128808,0.000002794678,0.0002479249,0.000004477295,0.005778376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.700303,"threshold_uncertainty_score":0.6029239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312407831","doi":"10.1115/omae2022-78097","title":"An Evaluation of Decision Support Technology in Simulated Offshore Ice Management","year":2022,"lang":"en","type":"article","venue":"","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Community Sector Council Newfoundland and Labrador; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Decision support system; Bridge (graph theory); Submarine pipeline; Computer science; Control (management); Process management; Marine engineering; Engineering management; Systems engineering; Engineering; Artificial intelligence","authors":[{"name":"J. Christopher Soper","is_ca":true},{"name":"Jennifer S. Smith","is_ca":true},{"name":"Jonathan D. Power","is_ca":true},{"name":"Brian Veitch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02242501016314516,"gpt":0.3220043083272658,"spread":0.2995792981641206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002514288,0.0005015059,0.0003068299,0.0004540973,0.0002987367,0.0007464984,0.0007250856,0.0006369195,0.003015722],"category_scores_gemma":[0.01329732,0.0002441157,0.0002940651,0.0002713926,0.0003921498,0.0007903885,0.0005400383,0.000417811,0.0002804211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410239,"about_ca_system_score_gemma":0.0005118508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004296657,"about_ca_topic_score_gemma":0.0003677741,"domain_scores_codex":[0.998212,0.001065318,0.0001755716,0.0001376868,0.0003285313,0.00008091817],"domain_scores_gemma":[0.9866324,0.01102086,0.000720063,0.0005650056,0.0006475921,0.0004141433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0450979,0.1446951,0.04493093,0.00545058,0.0006597501,0.001130411,0.01232454,0.07833252,0.2353912,0.004978932,0.001965981,0.4250422],"study_design_scores_gemma":[0.01163994,0.4528697,0.08506545,0.000700154,0.0009284418,0.0005587856,0.007044838,0.1553566,0.2676516,0.002896174,0.01494678,0.0003416179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99512,0.00003338037,0.003170072,0.0000335293,0.000026317,0.0004801983,0.00005462951,0.00003907309,0.001042819],"genre_scores_gemma":[0.9846488,0.00009525755,0.01368155,0.00003774121,0.00002097326,0.0007796956,0.00008288165,0.000007239846,0.0006458121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003015722,"threshold_uncertainty_score":0.01329696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893405235","doi":"10.1115/omae2018-78014","title":"Assessment of Current Offshore Supply Vessel Capabilities for Crew Transfer Operations in the Flemish Pass","year":2018,"lang":"en","type":"article","venue":"","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crew; Submarine pipeline; Marine engineering; Deck; Flemish; Current (fluid); Shore; Cruise; Range (aeronautics); Geology; Oceanography; Environmental science; Engineering; Aeronautics; Geography; Archaeology; Aerospace engineering","authors":[{"name":"Mitchell Anderson","is_ca":true},{"name":"David Molyneux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03100726455451643,"gpt":0.3302496946132578,"spread":0.2992424300587414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653632,0.0007235828,0.0002038462,0.001762179,0.0003317559,0.001591334,0.0005278144,0.000545253,0.002184196],"category_scores_gemma":[0.002394784,0.0002796238,0.0006364338,0.0009484438,0.0003193053,0.001183736,0.0007558251,0.0003062483,0.0006330663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850508,"about_ca_system_score_gemma":0.0009949418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09648307,"about_ca_topic_score_gemma":0.1221679,"domain_scores_codex":[0.9994994,0.00004786073,0.00002386226,0.0000743331,0.0002186349,0.0001358383],"domain_scores_gemma":[0.9990265,0.0002310927,0.0002220512,0.00004181108,0.0003267619,0.0001516555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000650362,0.0001996098,0.5187278,0.0003494252,0.000252393,0.001966444,0.001373378,0.3703957,0.009242896,0.002472278,0.005986153,0.08838356],"study_design_scores_gemma":[0.0000185555,0.0008078011,0.7876075,0.0002227723,0.0001313505,0.0005936614,0.004158284,0.1894862,0.002936866,0.0005162652,0.01342798,0.00009274213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784964,0.0002797324,0.003895774,0.0001144457,0.00001063484,0.00005711101,0.002433775,0.0001053078,0.01460677],"genre_scores_gemma":[0.9933112,0.000253765,0.001667378,0.00001088872,0.0000025961,0.00002441113,0.002568089,0.00002203625,0.002139732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09648307,"threshold_uncertainty_score":0.191843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524730987","doi":"","title":"A Process for Producing Ice Coverage Marine Information Objects (MIOs) in IHO S-57 format","year":2006,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of New Brunswick","funders":"","keywords":"Chart; Arctic; Sea ice; Process (computing); Geography; The arctic; Meteorology; Computer science; Environmental science; Oceanography; Geology","authors":[{"name":"George J. Dias","is_ca":true},{"name":"David Coleman","is_ca":true},{"name":"Ahmed El‐Rabbany","is_ca":true},{"name":"Benson Agi","is_ca":true},{"name":"Lee Alexander","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042126166187855,"gpt":0.1951575855629032,"spread":0.1847363239010247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003458577,0.001548679,0.0008267707,0.005831078,0.00168054,0.005147969,0.001541933,0.0009355191,0.1799112],"category_scores_gemma":[0.01398563,0.001089705,0.001025041,0.004918918,0.000816031,0.003271158,0.003289709,0.001566088,0.1401017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011148,"about_ca_system_score_gemma":0.002364377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739905,"about_ca_topic_score_gemma":0.003004916,"domain_scores_codex":[0.9986176,0.0001791713,0.000275663,0.0001806804,0.0005965426,0.000150199],"domain_scores_gemma":[0.9912075,0.002023266,0.0003929621,0.002403297,0.003633171,0.0003396846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006730544,0.0002623271,0.003318441,0.0008532956,0.00005447138,0.001212142,0.002158677,0.001154626,0.01499434,0.02145945,0.6470989,0.3067603],"study_design_scores_gemma":[0.0001003422,0.0001468076,0.002721569,0.0001914941,0.00002549067,0.000358788,0.0007876619,0.003785933,0.02308744,0.006736385,0.9619584,0.00009963918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00812416,0.0001675923,0.4692291,0.001161792,0.001694009,0.007102117,0.1344213,0.2110835,0.1670164],"genre_scores_gemma":[0.03400748,0.0005098431,0.5789226,0.0005462305,0.0006408347,0.004631053,0.1571213,0.05262773,0.170993],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1799112,"threshold_uncertainty_score":0.6018628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W604860759","doi":"10.1016/s0967-0653(97)83347-9","title":"10.1016/s0967-0653(97)83347-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bay; Tidal power; Oceanography; Environmental science; Geology; Marine engineering; Engineering","authors":[{"name":"Dong–Sun Kim","is_ca":false},{"name":"Tetsuo Yanagi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007745167577331276,"gpt":0.1819982098014318,"spread":0.1742530422241005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001136782,0.003070907,0.002034785,0.002798957,0.002739572,0.004370139,0.003597227,0.005981184,0.9889489],"category_scores_gemma":[0.001607376,0.00109935,0.001577185,0.002782792,0.002232689,0.005374819,0.003337562,0.002766367,0.9932706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119844,"about_ca_system_score_gemma":0.001158285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004465127,"about_ca_topic_score_gemma":0.003948509,"domain_scores_codex":[0.9993874,0.00003869079,0.00005050997,0.0002302466,0.0001580096,0.0001351338],"domain_scores_gemma":[0.9978064,0.0004958975,0.0001432617,0.0002394492,0.0005639059,0.0007511726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003721264,0.0002043465,0.0007717098,0.00062117,0.00003978429,0.0002478982,0.0001324914,0.0004107794,0.00215166,0.005189827,0.4078238,0.5820344],"study_design_scores_gemma":[0.0000504717,0.0001327214,0.0005934105,0.000352965,0.00001518467,0.0003301372,0.0001401938,0.000176811,0.0003067165,0.0005334271,0.9973451,0.00002283532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004339642,0.0003927982,0.0006453865,0.0003717609,0.0003414555,0.0001042504,0.0006057355,0.000832236,0.9962724],"genre_scores_gemma":[0.0004199603,0.0001763872,0.0002460942,0.000165699,0.00005475599,0.00004633053,0.0002645024,0.0001373261,0.9984889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01105106,"threshold_uncertainty_score":0.01576293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181761038","doi":"","title":"Interface Design for Sonobuoy System","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interface (matter); Interface design; Human–computer interaction; Computer science; Engineering; Operating system","authors":[{"name":"Huei-Yen Winnie Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01789987210370266,"gpt":0.2353710862183355,"spread":0.2174712141146329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001449837,0.0008577806,0.0004619536,0.0009440666,0.0006716276,0.002577959,0.001308446,0.001371029,0.01391857],"category_scores_gemma":[0.003549162,0.0003694406,0.000456007,0.0005362697,0.0005131231,0.001681318,0.001108171,0.0007066167,0.0031399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006353859,"about_ca_system_score_gemma":0.0005486227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351062,"about_ca_topic_score_gemma":0.0008540925,"domain_scores_codex":[0.9982181,0.0006011935,0.000138292,0.0002449596,0.0006894716,0.00010798],"domain_scores_gemma":[0.9988337,0.0003742462,0.00007629782,0.00006927326,0.0006019791,0.00004446119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009805519,0.000254852,0.003031794,0.003959903,0.00009831887,0.001785341,0.008655528,0.02530953,0.2072521,0.0870942,0.01874669,0.6428312],"study_design_scores_gemma":[0.000308956,0.002752031,0.008426418,0.001694951,0.0003714256,0.004945974,0.004789525,0.2874722,0.1231871,0.02634104,0.5394477,0.0002626763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0199143,0.001326945,0.9477109,0.0003550749,0.000229844,0.0006593723,0.0001258306,0.00217256,0.02750511],"genre_scores_gemma":[0.3976344,0.0020044,0.5593634,0.0006555115,0.0001015007,0.001976211,0.0005335372,0.0004534161,0.03727768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01391857,"threshold_uncertainty_score":0.04656225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753620177","doi":"10.9798/kosham.2017.17.4.307","title":"A Study on the Development of System Dynamics Model for Marine HNS Spill Accidents","year":2017,"lang":"en","type":"article","venue":"Korean Society of Hazard Mitigation","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Emergency response; Environmental science; Oil spill; Response time; Risk analysis (engineering); System dynamics; Computer science; Business; Environmental engineering","authors":[{"name":"Jewan Ryu","is_ca":false},{"name":"Nam Kyeun Kim","is_ca":true},{"name":"Heekyung Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03979859223315343,"gpt":0.2905704464809631,"spread":0.2507718542478097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003791662,0.0005008082,0.0004290038,0.000330273,0.0005065949,0.0005521954,0.0004880855,0.0006347954,0.002298603],"category_scores_gemma":[0.001179902,0.0002065804,0.0005991212,0.0001710953,0.0002458615,0.0004750795,0.000511255,0.0007149139,0.0001537916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675025,"about_ca_system_score_gemma":0.001117104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443161,"about_ca_topic_score_gemma":0.009249686,"domain_scores_codex":[0.9998512,0.00005199639,0.000007027438,0.00002997605,0.00003184329,0.00002792011],"domain_scores_gemma":[0.9996393,0.0001841048,0.00003944668,0.00001607017,0.0001001143,0.00002104116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002402149,0.00003156753,0.001669429,0.00004760263,0.00001676018,0.0001363225,0.00004866679,0.9924724,0.001043896,0.001575996,0.0001645144,0.002768872],"study_design_scores_gemma":[0.000003665044,0.0000209787,0.0002582535,0.000002665649,0.000005159922,0.000005693425,0.00001269743,0.9991384,0.0001780251,0.0002106238,0.000161737,0.000002123464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849321,0.0004609749,0.3950928,0.0005310405,0.0001164464,0.0001904158,0.0003601145,0.0005500267,0.01776618],"genre_scores_gemma":[0.9895571,0.0001709382,0.00745134,0.00001833218,0.000009288455,0.0000977465,0.00009667693,0.00001744038,0.002581047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443161,"threshold_uncertainty_score":0.0485788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980990361","doi":"10.3897/zookeys.357.6372","title":"A new species of Socarnes Boeck, 1871 (Crustacea, Amphipoda, Lysianassidae) from Korean waters","year":2013,"lang":"en","type":"article","venue":"ZooKeys","topic":"Marine and Coastal Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Museum of Nature","funders":"National Institute of Biological Resources; Far East Branch, Russian Academy of Sciences","keywords":"Amphipoda; Crustacean; Key (lock); Genus; Ecology; Biology; Zoology; Geography","authors":[{"name":"Young-Hyo Kim","is_ca":true},{"name":"Ed A. Hendrycks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01115335363277457,"gpt":0.1996069377105317,"spread":0.1884535840777571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001893397,0.0006865646,0.0005580598,0.002078647,0.001465037,0.000618842,0.0003756063,0.0004713453,0.004031413],"category_scores_gemma":[0.0003177998,0.0003053076,0.0002289228,0.0009260477,0.001184495,0.001365259,0.001278938,0.0005421914,0.0007127685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381241,"about_ca_system_score_gemma":0.0004090162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195965,"about_ca_topic_score_gemma":0.01300016,"domain_scores_codex":[0.9997531,0.00001691096,0.00004473039,0.00007959217,0.00006064212,0.00004503403],"domain_scores_gemma":[0.999806,0.00002653707,0.00006337298,0.00001693062,0.00003686792,0.00005027723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009411803,0.0003029199,0.3415671,0.00230718,0.000197203,0.01724096,0.01469258,0.000560173,0.1095949,0.002809935,0.006743828,0.5030421],"study_design_scores_gemma":[0.00005348471,0.0008693619,0.8613868,0.00042046,0.0002119271,0.03123523,0.006540033,0.0004086517,0.005411685,0.0004876505,0.09285808,0.0001165503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802899,0.005276531,0.001024098,0.0002028526,0.0002365238,0.0001139107,0.0006866838,0.000072361,0.01209703],"genre_scores_gemma":[0.988447,0.003414896,0.002699344,0.0002346244,0.0001008508,0.00007476089,0.0009350161,0.00001226138,0.004081107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195965,"threshold_uncertainty_score":0.01348644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406543046","doi":"10.1016/0967-0653(95)90562-d","title":"10.1016/0967-0653(95)90562-d","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Shore; Aerosol; Oceanography; Environmental science; Radionuclide; Sea spray; Seawater; Geology; Meteorology; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006515185495469612,"gpt":0.17765313046782,"spread":0.1711379449723504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001000193,0.002687868,0.001758723,0.002541123,0.002888137,0.003962874,0.003140779,0.005315477,0.9888731],"category_scores_gemma":[0.001514434,0.001051514,0.001333486,0.002345742,0.002176604,0.004619803,0.003262783,0.002404522,0.9926401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126529,"about_ca_system_score_gemma":0.0009088221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850879,"about_ca_topic_score_gemma":0.005154469,"domain_scores_codex":[0.9994436,0.00003443518,0.00004772069,0.0002126859,0.0001410842,0.0001203767],"domain_scores_gemma":[0.9980296,0.0004457022,0.0001019573,0.0002165147,0.000488464,0.0007176721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003772889,0.000245121,0.0009825893,0.0006015448,0.00003686862,0.0002613935,0.0001293621,0.0004345402,0.002392354,0.004880621,0.4462698,0.5433886],"study_design_scores_gemma":[0.0000477577,0.0001284091,0.0008370175,0.0003005608,0.00001273814,0.0003186345,0.0001583932,0.0001542212,0.0003082732,0.0005767865,0.9971356,0.00002152362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004171782,0.0002920991,0.0005145838,0.0003475573,0.0002994818,0.00009898547,0.0005687199,0.0006608468,0.9968005],"genre_scores_gemma":[0.0005553772,0.0001826498,0.0002729891,0.0002090943,0.00005839124,0.00004711804,0.0002936347,0.000133965,0.9982467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01112694,"threshold_uncertainty_score":0.01587123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1820992359","doi":"","title":"탄소강관 수입에 대한 미국의 세이프가드 조치 분쟁사건","year":2004,"lang":"ko","type":"article","venue":"국제경제법연구","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Complaint; Interpretation (philosophy); Law; Political science; Business; International trade; Law and economics; Economics; Computer science","authors":[{"name":"정명현","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01357217858389765,"gpt":0.2526848459573849,"spread":0.2391126673734872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007157319,0.0003043869,0.000134396,0.0004543984,0.002873619,0.002634874,0.0006242727,0.002689549,0.01771614],"category_scores_gemma":[0.001548606,0.0003060151,0.0003667815,0.0005465671,0.001263663,0.0007487361,0.0009863756,0.002129025,0.007214445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079,"about_ca_system_score_gemma":0.002851764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03563331,"about_ca_topic_score_gemma":0.05055676,"domain_scores_codex":[0.9988421,0.0001043377,0.00007683273,0.0002047402,0.0004745901,0.0002974634],"domain_scores_gemma":[0.9992829,0.0001168982,0.00009392389,0.0000674593,0.0003856134,0.00005333362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005014727,0.0002210602,0.01559565,0.00040687,0.00004562694,0.003573613,0.007734771,0.001032305,0.02338149,0.4219284,0.382892,0.1426867],"study_design_scores_gemma":[0.00001576747,0.00013868,0.01361622,0.0001129113,0.00002141443,0.0004261725,0.001586618,0.0002818007,0.007551132,0.00567961,0.9705154,0.00005432386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1069872,0.001567114,0.004127649,0.01902342,0.001958473,0.0004280928,0.001524364,0.0002535867,0.86413],"genre_scores_gemma":[0.3561951,0.001037847,0.002462707,0.01600755,0.0002151661,0.0001669259,0.001107138,0.00004725928,0.6227604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03563331,"threshold_uncertainty_score":0.0708518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406585010","doi":"10.1016/s0967-0653(98)84773-x","title":"10.1016/s0967-0653(98)84773-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Wind stress; Wind wave; Climatology; Oceanography; Sea surface temperature; Meteorology; Environmental science; Geology; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006695046999312089,"gpt":0.1809106678925529,"spread":0.1742156208932409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009964871,0.002768066,0.001749844,0.002647821,0.002581847,0.003903838,0.003261329,0.00537683,0.9882541],"category_scores_gemma":[0.001501268,0.0009813528,0.001391671,0.002478437,0.002088026,0.005140794,0.002957285,0.002519427,0.9924662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069416,"about_ca_system_score_gemma":0.001025909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004448899,"about_ca_topic_score_gemma":0.003939179,"domain_scores_codex":[0.9994542,0.00003409108,0.00004272352,0.0002073598,0.0001440875,0.0001175137],"domain_scores_gemma":[0.9980001,0.0004409339,0.00013725,0.0002205691,0.0004759961,0.0007250498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003395827,0.0002039762,0.0008223555,0.0005978405,0.00003653224,0.0002517943,0.0001452423,0.0004105162,0.00220983,0.005642469,0.409384,0.5799559],"study_design_scores_gemma":[0.00003961945,0.0001185265,0.0005847933,0.000293791,0.00001371662,0.0003157622,0.0001366215,0.000169519,0.0002870472,0.0005194449,0.9975017,0.00001947204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000435706,0.000361249,0.0006616967,0.0003666498,0.0003149291,0.00009802988,0.0005276198,0.0008062092,0.9964281],"genre_scores_gemma":[0.000400256,0.0001566544,0.0002364385,0.0001465508,0.00004962689,0.00003905555,0.0002131844,0.0001222031,0.9986359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01174593,"threshold_uncertainty_score":0.01675403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118861877","doi":"","title":"고고자료로 본 신라의 강릉지역 진출과 루트 구성","year":2009,"lang":"ko","type":"article","venue":"대구사학","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Quarter (Canadian coin); Archaeology; History; Ancient history","authors":[{"name":"심현용","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289159850981358,"gpt":0.2613425163448194,"spread":0.2484509178350058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004622531,0.0001902549,0.0001267328,0.002690258,0.002590728,0.0021656,0.0003364771,0.0002855887,0.005795412],"category_scores_gemma":[0.001209659,0.0001529898,0.0001038644,0.003818361,0.001455103,0.001711415,0.001269629,0.0003837344,0.0005343752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380244,"about_ca_system_score_gemma":0.001185074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008018962,"about_ca_topic_score_gemma":0.05492064,"domain_scores_codex":[0.9997393,0.00006170838,0.00001737437,0.00004733543,0.0000659608,0.00006827167],"domain_scores_gemma":[0.9993458,0.0002952619,0.0001490512,0.00002983846,0.0001106493,0.00006931301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001107621,0.00008331145,0.3492259,0.0005630958,0.00003033469,0.005178296,0.4521228,0.0003255057,0.003039539,0.02917614,0.004381706,0.1557627],"study_design_scores_gemma":[0.000003959928,0.00005807285,0.3042705,0.0005299737,0.00002543483,0.001136794,0.5188588,0.00022194,0.001202049,0.00181582,0.1718415,0.00003516154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394941,0.001075475,0.0005619793,0.0005347699,0.00003043366,0.00002599825,0.0001979893,0.000008923986,0.05807035],"genre_scores_gemma":[0.9868203,0.00106382,0.0009147912,0.00008978709,0.00001777707,0.00002027731,0.0002497311,0.000006678429,0.01081686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008018962,"threshold_uncertainty_score":0.0193876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278954196","doi":"","title":"산업유산으로서의 폐광산 재활용 방법론 연구","year":2007,"lang":"ko","type":"article","venue":"한국조경학회지 = Journal of Korean institute of landscape architecture","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reuse; Industrial heritage; Process (computing); Modernization theory; Cultural heritage; Environmental planning; Business; Engineering; Architectural engineering; Cultural heritage management; Computer science; Political science; Geography; Archaeology; Law","authors":[{"name":"강동진","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00940074458446942,"gpt":0.2467239879465206,"spread":0.2373232433620512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004778883,0.0002724454,0.0001195457,0.001058739,0.002103011,0.003383212,0.0004231935,0.0003605127,0.01780162],"category_scores_gemma":[0.0007493743,0.0001218688,0.0002767887,0.001748835,0.001618,0.001325104,0.001091819,0.0004285098,0.003754535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681568,"about_ca_system_score_gemma":0.002208549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606747,"about_ca_topic_score_gemma":0.03160231,"domain_scores_codex":[0.9995371,0.0000900954,0.00003783892,0.00007189926,0.0001774284,0.00008564638],"domain_scores_gemma":[0.9995496,0.0000631376,0.00009830417,0.000070068,0.0001688187,0.0000499989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001302348,0.0001487739,0.06223148,0.001008603,0.00005742324,0.00395024,0.04447592,0.00122067,0.006631599,0.2901674,0.06295799,0.5270197],"study_design_scores_gemma":[0.000004142283,0.00006057195,0.04350069,0.0003742209,0.00002674012,0.001283259,0.02329361,0.0005078904,0.002000397,0.009206519,0.9197095,0.00003253618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1718644,0.004957917,0.01405971,0.00285122,0.0005984046,0.0002754648,0.0008331515,0.000214651,0.8043451],"genre_scores_gemma":[0.7339793,0.004624679,0.01415172,0.0005412194,0.0000965694,0.00009728532,0.0008804857,0.00005556213,0.2455731],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01780162,"threshold_uncertainty_score":0.05955231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891006912","doi":"","title":"국내 물질안전보건자료 영업비밀 심사제도의 도입ㆍ운영에 대한 검토 및 제안","year":2018,"lang":"ko","type":"article","venue":"Han-guk saneop bogeon hakoeji","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Confidentiality; Internet privacy; Computer science; Business; Computer security","authors":[{"name":"이권섭","is_ca":false},{"name":"조지훈","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01769624990337786,"gpt":0.2659531611020289,"spread":0.2482569111986511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06299391,0.0005975232,0.0003609933,0.002283735,0.004688276,0.01401033,0.001771402,0.004607299,0.008455596],"category_scores_gemma":[0.09084129,0.0005374277,0.0006548648,0.001918402,0.007566542,0.008639987,0.00373015,0.004619321,0.002250302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009338131,"about_ca_system_score_gemma":0.05635082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088766,"about_ca_topic_score_gemma":0.00594139,"domain_scores_codex":[0.9301679,0.03873454,0.004974913,0.003681529,0.0191043,0.003336861],"domain_scores_gemma":[0.7520745,0.1360624,0.04903253,0.011276,0.04486202,0.006692483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004048174,0.001664595,0.04291235,0.006468127,0.0001256716,0.001183289,0.0183887,0.003412969,0.01144831,0.4986741,0.07257741,0.3427396],"study_design_scores_gemma":[0.0001947606,0.001351919,0.04326878,0.007223426,0.0002558222,0.001338518,0.03037414,0.005248989,0.03967604,0.08552182,0.7851544,0.0003913089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1466041,0.01761941,0.1609421,0.2927843,0.002477065,0.00696499,0.0006707977,0.001115942,0.3708213],"genre_scores_gemma":[0.8157178,0.008926081,0.1127884,0.02261413,0.0009780166,0.002560313,0.0002621297,0.0001120068,0.03604111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06299391,"threshold_uncertainty_score":0.3331476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2204061837","doi":"","title":"해저지각 시추 프로그램","year":2000,"lang":"ko","type":"article","venue":"대한지질학회 학술대회","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drilling; Geology; Pacific ocean; Oceanography; Marine geology; Scientific drilling; Earth science; Engineering","authors":[{"name":"이영주","is_ca":false},{"name":"한현철","is_ca":false},{"name":"이성록","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01076716053648,"gpt":0.243254392338703,"spread":0.232487231802223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192093,0.0008494306,0.0004373784,0.001714075,0.002745822,0.007846336,0.001223337,0.0017789,0.2153317],"category_scores_gemma":[0.005510816,0.0003780588,0.0007005055,0.001923442,0.00155259,0.004664,0.002518956,0.002434563,0.1589783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003768096,"about_ca_system_score_gemma":0.006103891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061448,"about_ca_topic_score_gemma":0.009444574,"domain_scores_codex":[0.9975365,0.0003767245,0.0001646254,0.0005167573,0.001123281,0.0002821267],"domain_scores_gemma":[0.9969471,0.0002409858,0.0001888639,0.0002846086,0.001963024,0.0003755008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000145666,0.00009431366,0.00294018,0.0005534633,0.00003675161,0.0002837797,0.001013452,0.0005686573,0.001170943,0.134385,0.5606359,0.298172],"study_design_scores_gemma":[0.00001098732,0.00002448484,0.001106111,0.0001503844,0.00001070303,0.0001400423,0.0004605813,0.0001811691,0.0004959662,0.00827495,0.9891266,0.00001795134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004216819,0.003805128,0.007952153,0.0156709,0.004679773,0.0003559536,0.002661407,0.0008479154,0.95981],"genre_scores_gemma":[0.06180218,0.008154738,0.01124779,0.006527502,0.001548768,0.00034581,0.004747059,0.0005338758,0.9050923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2153317,"threshold_uncertainty_score":0.7203563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2365532810","doi":"","title":"고령자·장애인 인권보호의 관점에서 본 민사소송법 개정안의 특징","year":2015,"lang":"ko","type":"article","venue":"민사소송","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legal guardian; Guardian; Law; Civil code; Legislation; Power of attorney; Political science","authors":[{"name":"제철웅","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04842264014905125,"gpt":0.2856198138657266,"spread":0.2371971737166754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00245954,0.000323059,0.0002399462,0.0006905757,0.002323757,0.003641374,0.0008555138,0.002867438,0.01535155],"category_scores_gemma":[0.005738604,0.00038522,0.0005285121,0.0006508661,0.002595366,0.001715656,0.001580108,0.003181726,0.01026022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182249,"about_ca_system_score_gemma":0.007225625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02254491,"about_ca_topic_score_gemma":0.02369264,"domain_scores_codex":[0.9954903,0.0006556908,0.0007344643,0.0007884504,0.001462304,0.0008688389],"domain_scores_gemma":[0.9961862,0.000862925,0.0003757792,0.0005529141,0.001780096,0.0002421241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001357662,0.00013265,0.003393559,0.0005936461,0.00001988558,0.0009654565,0.007290902,0.0006158546,0.007690445,0.6906737,0.1850784,0.1034097],"study_design_scores_gemma":[0.00001917097,0.00009812021,0.004488269,0.0002363463,0.00002284367,0.0002732174,0.0009742663,0.0002459024,0.001796803,0.009645449,0.9821367,0.00006292349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06001233,0.003194803,0.02762049,0.01162498,0.005964978,0.002249842,0.003298778,0.0008220749,0.8852117],"genre_scores_gemma":[0.326968,0.00372012,0.02736882,0.01719674,0.001350062,0.001850514,0.002655047,0.0001786945,0.6187121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02254491,"threshold_uncertainty_score":0.05135602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216391191","doi":"","title":"선원의 안전보건법제 현황 및 개선방안 연구","year":2021,"lang":"ko","type":"article","venue":"海事法硏究","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; Occupational safety and health; Effective safety training; Legislature; Environmental health; Business; Occupational health nursing; Law; Political science; Medicine; Health policy; Health care","authors":[{"name":"두현욱","is_ca":false},{"name":"이윤철","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667002536210564,"gpt":0.26209277902972,"spread":0.2454227536676144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875426,0.0002672806,0.0002267941,0.003216016,0.001486929,0.00225197,0.0004071908,0.0008622434,0.00282232],"category_scores_gemma":[0.00301224,0.0001397634,0.0002550818,0.002390333,0.002003351,0.002114729,0.0004547017,0.0009504357,0.00140056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127517,"about_ca_system_score_gemma":0.004880084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009043385,"about_ca_topic_score_gemma":0.01423554,"domain_scores_codex":[0.9982363,0.0005889978,0.0001603138,0.0001770887,0.0007109061,0.0001264584],"domain_scores_gemma":[0.9966289,0.001316963,0.000488295,0.00006925074,0.001428739,0.00006770967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005575504,0.0001236893,0.0107662,0.004964581,0.00003869054,0.0008127965,0.004233958,0.00172489,0.002687259,0.1962916,0.1016488,0.6766517],"study_design_scores_gemma":[0.000001257758,0.00006143416,0.00820641,0.001486944,0.00001505647,0.0004257657,0.002457919,0.0001825253,0.0008100298,0.004983287,0.9813503,0.00001905913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02618168,0.7218423,0.0162846,0.03330947,0.009984854,0.0001472027,0.0001954696,0.0001193966,0.1919349],"genre_scores_gemma":[0.1335383,0.7901804,0.008954202,0.01256516,0.00479684,0.0001015379,0.0002791122,0.00004598017,0.04953841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009043385,"threshold_uncertainty_score":0.01798153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508016168","doi":"","title":"가압 경수로 및 가압중수로형 원자력 발전소의 중대사고 리스크 비교 평가","year":2004,"lang":"ko","type":"article","venue":"방사선방어학회지 = Journal of radiation protection and research","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Population; Nuclear engineering; Case fatality rate; Toxicology; Environmental health; Medicine; Engineering; Biology","authors":[{"name":"정종태","is_ca":false},{"name":"김태운","is_ca":false},{"name":"하재주","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04632007289545646,"gpt":0.3370387729200192,"spread":0.2907187000245627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921741,0.0002660826,0.0002667196,0.001169914,0.0003596206,0.0007600083,0.0003542193,0.0003589162,0.005272353],"category_scores_gemma":[0.001104791,0.0001734252,0.0004932142,0.001125309,0.0003931758,0.0005304461,0.0002952779,0.000213251,0.0009259542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081761,"about_ca_system_score_gemma":0.001027618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173438,"about_ca_topic_score_gemma":0.02054432,"domain_scores_codex":[0.9996106,0.00003715627,0.00001490729,0.00008790274,0.0001575376,0.00009191128],"domain_scores_gemma":[0.9990413,0.0002626481,0.0001664988,0.00006206761,0.0004076418,0.00005979501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006984535,0.0001045647,0.6489375,0.0005008432,0.0001753649,0.0005874711,0.0003580536,0.1720807,0.01786824,0.01377056,0.003938909,0.1409794],"study_design_scores_gemma":[0.00003551703,0.0004882272,0.8243488,0.00005240323,0.0001429332,0.001398217,0.0009865648,0.1202454,0.01914404,0.008017703,0.02504169,0.0000986111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283203,0.0004953721,0.02703999,0.0001364017,0.00002201726,0.000128475,0.005282601,0.0002581605,0.03831659],"genre_scores_gemma":[0.9867377,0.0002404097,0.004450687,0.00001734475,0.000006661301,0.00004660035,0.002422686,0.00001693779,0.006061061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173438,"threshold_uncertainty_score":0.04321575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104960789","doi":"","title":"商法 航空運送編 制定試案의 問題點 檢討","year":2008,"lang":"ja","type":"article","venue":"기업법연구","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Carriage; Bill of lading; Liability; Damages; Law; Economic Justice; Business; Convention; International law; Engineering; Political science","authors":[{"name":"鄭埈雨","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02918842984066037,"gpt":0.2505961221069609,"spread":0.2214076922663005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002623979,0.0003037468,0.0001476328,0.0007344878,0.003293712,0.005196739,0.0008424951,0.001950386,0.01681001],"category_scores_gemma":[0.005054085,0.0002786543,0.0004036408,0.000913804,0.003122516,0.004077048,0.00167407,0.002811575,0.005964952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741263,"about_ca_system_score_gemma":0.004766757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388244,"about_ca_topic_score_gemma":0.01127692,"domain_scores_codex":[0.9968151,0.0006360427,0.0002955626,0.0005095787,0.001261125,0.0004825489],"domain_scores_gemma":[0.9963761,0.0009119055,0.0003717939,0.0004624288,0.001715382,0.0001624543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005395092,0.00007780315,0.003658116,0.0001660985,0.000009567089,0.0005234986,0.004443496,0.0005012238,0.001599136,0.8769119,0.05268965,0.05936554],"study_design_scores_gemma":[0.00001392946,0.00008396799,0.005182849,0.0002255777,0.00002715282,0.0005719699,0.003248712,0.001114277,0.004459235,0.05413413,0.9308836,0.00005462229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08522205,0.005621479,0.03464927,0.02756685,0.002517679,0.0003464472,0.0006107246,0.0003041447,0.8431613],"genre_scores_gemma":[0.5475288,0.004775421,0.01844526,0.005950539,0.0004702647,0.0001584372,0.0004998211,0.000104844,0.4220666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01681001,"threshold_uncertainty_score":0.05623507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988494571","doi":"","title":"회복적 사법의 도입방안에 관한 연구 - 캐나다 경찰의 비사법 처분을 중심으로","year":2006,"lang":"ko","type":"article","venue":"KOREAN CRIMINOLOGICAL REVIEW","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Restorative justice; Economic Justice; Discretion; Juvenile; Political science; Legislature; Criminology; Criminal justice; Indictment; Juvenile court; Law; Theory of criminal justice; Juvenile delinquency; Psychology","authors":[{"name":"Eung-Ryul Choi","is_ca":false},{"name":"차훈진","is_ca":false},{"name":"Jung Woo Il","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07351443224510498,"gpt":0.3109282243686061,"spread":0.2374137921235011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000800413,0.0003788822,0.0001422706,0.0005129221,0.002403396,0.00331019,0.0004797351,0.0004256159,0.01207171],"category_scores_gemma":[0.0008385521,0.0002193636,0.0002710251,0.001111754,0.001139862,0.002132539,0.001319653,0.0008977849,0.002398057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596667,"about_ca_system_score_gemma":0.007741067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02925487,"about_ca_topic_score_gemma":0.0893377,"domain_scores_codex":[0.9992284,0.0001009683,0.00008450419,0.0001528687,0.000232341,0.0002009297],"domain_scores_gemma":[0.9989389,0.00007128343,0.0002194797,0.00007587127,0.000555934,0.0001386823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004114863,0.0005201229,0.2224703,0.002124868,0.0000955204,0.002942383,0.03659374,0.001144055,0.01605538,0.1453888,0.05129559,0.5209576],"study_design_scores_gemma":[0.00004267738,0.0002919526,0.2971349,0.0006798964,0.0001549337,0.002289904,0.0851832,0.001622046,0.007558991,0.01080792,0.5940478,0.0001856953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.621973,0.003708788,0.009646616,0.008388062,0.0006770844,0.0004398445,0.0009323016,0.0001577741,0.3540765],"genre_scores_gemma":[0.8973404,0.002811733,0.005784759,0.00139448,0.00005597713,0.00009803076,0.0006243738,0.00003763456,0.09185276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9964033,"threshold_uncertainty_score":0.05816919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020847916","doi":"10.1016/b978-0-12-800768-6.00008-0","title":"Sequence Stratigraphy","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Aggradation; Geology; Progradation; Marine transgression; Fluvial; Bedrock; Holocene; Pleistocene; Paleontology; Estuary; Delta; Shore; Geomorphology; Sequence stratigraphy; Oceanography; Facies; Structural basin","authors":[{"name":"Don I. Cummings","is_ca":false},{"name":"Robert W. Dalrymple","is_ca":true},{"name":"Kyungsik Choi","is_ca":false},{"name":"Jae Hwa Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05006888816247665,"gpt":0.2715364607816254,"spread":0.2214675726191487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001014666,0.0005442301,0.00019469,0.002008589,0.0006209003,0.001131763,0.0004211248,0.0003819229,0.09545851],"category_scores_gemma":[0.0003066194,0.0002080159,0.0001259768,0.002418175,0.000473504,0.0009059854,0.0004921057,0.000533253,0.03618439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006811649,"about_ca_system_score_gemma":0.001091546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678332,"about_ca_topic_score_gemma":0.03392149,"domain_scores_codex":[0.9999392,0.000004416816,0.000004074414,0.00001783267,0.00002737678,0.000007021551],"domain_scores_gemma":[0.9999551,0.000005135982,0.000003900239,0.000007600551,0.00002159255,0.000006668632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002780199,0.000009777312,0.001355278,0.0001621005,0.000004940881,0.00008383113,0.0006428331,0.001093861,0.002776471,0.04355756,0.0609644,0.8893211],"study_design_scores_gemma":[0.000002936627,0.0000151469,0.002853384,0.0001310642,0.000005736114,0.0001739907,0.0001426437,0.0005021716,0.0007237715,0.007865821,0.987578,0.000005314751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007748052,0.007074914,0.03918447,0.000475821,0.0009149919,0.00008347689,0.002741999,0.001470388,0.9403059],"genre_scores_gemma":[0.02923175,0.005762178,0.0106005,0.0001623764,0.0001591659,0.00003294547,0.003546452,0.0004204042,0.9500842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09545851,"threshold_uncertainty_score":0.3193405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406495096","doi":"10.1016/0967-0653(95)91337-4","title":"10.1016/0967-0653(95)91337-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Oceanography; Climatology; Environmental science; Geology; Physical geography; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006523406749937699,"gpt":0.1776792358525189,"spread":0.1711558291025812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001160537,0.00316149,0.002046486,0.002770518,0.003038661,0.004271871,0.003553247,0.006067501,0.989388],"category_scores_gemma":[0.001707016,0.00121545,0.001499971,0.002588492,0.002557595,0.005277753,0.003477768,0.002861266,0.9935809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241168,"about_ca_system_score_gemma":0.001008356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005474879,"about_ca_topic_score_gemma":0.004819321,"domain_scores_codex":[0.9993625,0.00004347145,0.00005718553,0.0002368462,0.0001545891,0.0001453181],"domain_scores_gemma":[0.9976266,0.0005926571,0.0001253224,0.000248573,0.0006022484,0.0008045506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004209901,0.0002562191,0.001023065,0.0006980304,0.00004733641,0.00030156,0.0001415913,0.0004998504,0.002536978,0.004650338,0.4413039,0.5481201],"study_design_scores_gemma":[0.00006528656,0.0001699872,0.0009259516,0.000427451,0.00001856416,0.0003937629,0.0001909057,0.0001943295,0.0003653911,0.0006465488,0.9965738,0.00002805007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004668729,0.0003652243,0.0005581756,0.0003771322,0.0003137602,0.0001150967,0.0006018945,0.0007569006,0.9964451],"genre_scores_gemma":[0.0005571143,0.0002232108,0.0002688395,0.0002297599,0.0000660815,0.00005702169,0.0003049563,0.000146639,0.9981465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01061201,"threshold_uncertainty_score":0.01513666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2258143677","doi":"","title":"교정단계에서 회복적 사법의 가능성","year":2006,"lang":"ko","type":"article","venue":"형사정책연구원 연구총서","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Restorative justice; Resocialization; Prison; Harm; Institution; Psychology; Political science; Economic Justice; Public relations; Criminology; Social psychology; Law","authors":[{"name":"김용세","is_ca":false},{"name":"류병관","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008285635247296532,"gpt":0.229812761364805,"spread":0.2215271261175084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000926,0.000482748,0.0002950347,0.001062098,0.003651848,0.004460181,0.0008043595,0.001142518,0.1527789],"category_scores_gemma":[0.003302212,0.0001994381,0.0004955161,0.000636688,0.001485674,0.002505475,0.002191409,0.002216534,0.06410255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019577,"about_ca_system_score_gemma":0.004160288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007065174,"about_ca_topic_score_gemma":0.009307317,"domain_scores_codex":[0.9986285,0.0002806082,0.00008775659,0.0002829335,0.000475269,0.0002450762],"domain_scores_gemma":[0.997806,0.0001943403,0.0002038799,0.0001824174,0.001283298,0.0003300602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001339602,0.0001545045,0.004718374,0.0006043436,0.00003639495,0.0006819132,0.004922422,0.0004548568,0.003670818,0.1916986,0.4460411,0.3468827],"study_design_scores_gemma":[0.000008138916,0.00004179784,0.00268516,0.0001933809,0.00001001226,0.0004352349,0.001656613,0.0002848184,0.00105067,0.009573198,0.9840342,0.00002686241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01209337,0.002592803,0.01291949,0.01544506,0.004331759,0.0004110873,0.0008276784,0.0008637843,0.950515],"genre_scores_gemma":[0.1452601,0.003968628,0.01159125,0.006004851,0.0008977267,0.0002531575,0.001173846,0.0003057243,0.8305447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1527789,"threshold_uncertainty_score":0.5110962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126530913","doi":"","title":"權利行使期間에 관한 爭點과 民法改正 方案","year":2010,"lang":"ko","type":"article","venue":"민사법학","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Damages; Law; Tort; Civil code; Statute of limitations; Statutory law; Political science; Statute; Punitive damages; Civil law (Civil law); Civil procedure; Public law; Liability","authors":[{"name":"김제완","is_ca":false},{"name":"백경일","is_ca":false},{"name":"백태웅","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009225820533446252,"gpt":0.2523158737713776,"spread":0.2430900532379313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005479118,0.0005083166,0.0002950415,0.001226054,0.003049528,0.004218902,0.001774639,0.004737736,0.007724661],"category_scores_gemma":[0.01306416,0.0003817807,0.001005577,0.0009791772,0.003825739,0.004693438,0.001754765,0.007806036,0.003783126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004598934,"about_ca_system_score_gemma":0.009466669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03510587,"about_ca_topic_score_gemma":0.02848133,"domain_scores_codex":[0.993214,0.00168638,0.001157341,0.000737964,0.002273818,0.0009304935],"domain_scores_gemma":[0.9884908,0.003275027,0.00117458,0.001343668,0.00536737,0.0003484547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006888925,0.0001022303,0.003505056,0.0006319864,0.0000244091,0.0007893362,0.0038561,0.001189294,0.003570194,0.8126341,0.1171684,0.05646003],"study_design_scores_gemma":[0.00002663647,0.0001469985,0.006708368,0.0008285193,0.00005904006,0.0007388489,0.002826151,0.001391525,0.003770493,0.04087486,0.9424593,0.0001691646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07120137,0.01269135,0.09296846,0.1601219,0.02456569,0.002520895,0.002857654,0.001228069,0.6318447],"genre_scores_gemma":[0.4611018,0.01081157,0.09048163,0.1262063,0.003981005,0.002533096,0.002500241,0.0003983451,0.301986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03510587,"threshold_uncertainty_score":0.06980306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958039072","doi":"","title":"An Illustration of Acceptable Ice Conditions for Vessel Station-Keeping Operations in Pack Ice","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ice cream; Geology; Meteorology; Environmental science; Geography","authors":[{"name":"Mohamed Sayed","is_ca":true},{"name":"Mohammed Islam","is_ca":true},{"name":"David J. Watson","is_ca":true},{"name":"Brian D. Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03060105051368755,"gpt":0.3202984801600019,"spread":0.2896974296463143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199681,0.0002627604,0.0001983878,0.0003471624,0.0004465792,0.000740277,0.0003050114,0.0003909257,0.002622713],"category_scores_gemma":[0.0009823831,0.0001122139,0.000251006,0.0002517843,0.0003312486,0.0002519077,0.0004789074,0.000279212,0.000205486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948416,"about_ca_system_score_gemma":0.0005046036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007111779,"about_ca_topic_score_gemma":0.01065715,"domain_scores_codex":[0.9998416,0.00004552274,0.00001015008,0.00001210277,0.00003860169,0.00005205722],"domain_scores_gemma":[0.9996585,0.0001744434,0.00004902557,0.00002804128,0.00005261568,0.00003739995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000567258,0.0001236739,0.04621406,0.0001277085,0.00003569532,0.000889154,0.0008452732,0.8896321,0.03194372,0.007445882,0.001571028,0.02060436],"study_design_scores_gemma":[0.00005057977,0.000505783,0.05213231,0.00009645472,0.00004366157,0.0002531324,0.001856619,0.9208262,0.01624319,0.003493165,0.004433295,0.0000655983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509724,0.00007480029,0.02893823,0.0001260796,0.00002016306,0.00004895456,0.0004881028,0.0002245397,0.01910687],"genre_scores_gemma":[0.9944107,0.00005843251,0.004911491,0.0000108723,0.000001377931,0.00001469309,0.0001203338,0.00001902536,0.000453066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007111779,"threshold_uncertainty_score":0.01414078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168338819","doi":"","title":"외국의 해양지적제도 비교분석 및 정책방향","year":2006,"lang":"ko","type":"article","venue":"도시행정학보","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cadastre; Geography; Environmental resource management; Object (grammar); Computer science; Environmental planning; Environmental science; Cartography","authors":[{"name":"김영학","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008285635247296532,"gpt":0.229812761364805,"spread":0.2215271261175084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00183413,0.000176868,0.0001552138,0.002088839,0.001736821,0.004146643,0.0005219531,0.0003638673,0.01441965],"category_scores_gemma":[0.004436452,0.0001072732,0.0002330692,0.003528522,0.001287482,0.002675257,0.001041251,0.0004934291,0.001999858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530905,"about_ca_system_score_gemma":0.003125719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132871,"about_ca_topic_score_gemma":0.01179632,"domain_scores_codex":[0.9983616,0.0004939915,0.0001126393,0.0002617677,0.0005690847,0.0002008785],"domain_scores_gemma":[0.9977996,0.0004749175,0.0004635289,0.000168817,0.0009518027,0.0001413046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001233175,0.0001889773,0.1906435,0.0009239746,0.00007743663,0.0009766001,0.03850266,0.001967355,0.002416437,0.320462,0.02410013,0.4196176],"study_design_scores_gemma":[0.000009730553,0.0002792352,0.3327932,0.0009799458,0.0000871731,0.00137172,0.1246903,0.00210277,0.002675648,0.02085254,0.5140747,0.00008297602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4398199,0.003672069,0.012451,0.00376702,0.0003237695,0.0002310014,0.0009933403,0.00009248769,0.5386494],"genre_scores_gemma":[0.9546326,0.002421647,0.006222181,0.0004224535,0.00006467744,0.0001158157,0.001098357,0.00001857879,0.03500374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01441965,"threshold_uncertainty_score":0.04823852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147294282","doi":"","title":"총톤수 5톤 미만 선박의 해기면허 제도 시행에 관한 연구","year":2021,"lang":"ko","type":"article","venue":"海事法硏究","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certificate; Certification; Tonnage; Competence (human resources); Operations management; Order (exchange); Action plan; Engineering; Business; Computer science; Psychology; Management; Finance; Political science; Law","authors":[{"name":"두현욱","is_ca":false},{"name":"김기선","is_ca":false},{"name":"전영우","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667002536210564,"gpt":0.26209277902972,"spread":0.2454227536676144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004178181,0.0002135456,0.0001883833,0.001377073,0.001151357,0.001432487,0.0005881828,0.0005234493,0.007245351],"category_scores_gemma":[0.006674424,0.0001349986,0.0002499174,0.0007578925,0.0003337863,0.001369314,0.0006202302,0.000521745,0.0008558689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682476,"about_ca_system_score_gemma":0.01165904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037231,"about_ca_topic_score_gemma":0.01628223,"domain_scores_codex":[0.9984363,0.0005871387,0.0001809949,0.0001623338,0.0003615556,0.0002716721],"domain_scores_gemma":[0.9945998,0.001939526,0.0009216052,0.0002140033,0.001833354,0.0004916842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003765328,0.001580494,0.4998448,0.00261445,0.00005088165,0.001016793,0.009049497,0.01111173,0.006298893,0.03408517,0.01817547,0.4157953],"study_design_scores_gemma":[0.00006481001,0.002406842,0.7758883,0.002004323,0.00009183056,0.0008146742,0.08266269,0.01205075,0.01112168,0.007514079,0.1052103,0.0001698913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8212637,0.002434449,0.08383292,0.01223742,0.0003566263,0.004863497,0.002002187,0.000435348,0.07257377],"genre_scores_gemma":[0.9311038,0.00189642,0.05183015,0.0005855357,0.00007014163,0.001464772,0.001104803,0.00001661057,0.01192781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037231,"threshold_uncertainty_score":0.02423817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962825110","doi":"","title":"부산 연안해역의 잔류성 유기오염물질과 중금속 오염평가","year":2016,"lang":"ko","type":"article","venue":"Ocean and Polar Research","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sediment; Environmental chemistry; Pollutant; Contamination; Total organic carbon; Heavy metals; Environmental science; Environmental engineering; Chemistry; Geology; Ecology; Biology","authors":[{"name":"한기명","is_ca":false},{"name":"홍상희","is_ca":false},{"name":"심원준","is_ca":false},{"name":"나공태","is_ca":false},{"name":"김경태","is_ca":false},{"name":"하성용","is_ca":false},{"name":"장미","is_ca":false},{"name":"김기범","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04985291981159742,"gpt":0.3377132091278264,"spread":0.287860289316229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142779,0.0002164345,0.0001697408,0.0007542806,0.0006995398,0.0007858172,0.0001875714,0.0001718435,0.006299673],"category_scores_gemma":[0.0003195455,0.0001149704,0.0001827239,0.0008817746,0.000225292,0.0002360122,0.0002719972,0.0002202972,0.001505037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007602796,"about_ca_system_score_gemma":0.0008145366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830903,"about_ca_topic_score_gemma":0.03812447,"domain_scores_codex":[0.9997514,0.00003416176,0.00001659154,0.00005583894,0.00009567006,0.00004633809],"domain_scores_gemma":[0.9997029,0.00001640083,0.00005842681,0.00001097347,0.0001827142,0.00002858629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004031988,0.0001827433,0.6504037,0.0005254729,0.0001497656,0.001128039,0.002499588,0.00234434,0.06266298,0.003175975,0.007852843,0.2686714],"study_design_scores_gemma":[0.00001833579,0.0005341278,0.894504,0.00007536637,0.00007679775,0.0007561655,0.002902619,0.003248821,0.01761537,0.001449843,0.07876849,0.00005016596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486296,0.0008804245,0.005440574,0.0006296822,0.00003927872,0.0001757725,0.001535045,0.0001281736,0.04254163],"genre_scores_gemma":[0.9504098,0.0007318142,0.008791143,0.0001800593,0.00002179574,0.0001181305,0.002440216,0.00001651363,0.03729057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830903,"threshold_uncertainty_score":0.03640491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097049361","doi":"","title":"이어도 해양과학기지 관측 수온과 위성 해수면온도 합성장 자료와의 비교","year":2019,"lang":"ko","type":"article","venue":"한국지구과학회지","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sea ice; Environmental science; Sea surface temperature; Interpolation (computer graphics); Climatology; Geology; Meteorology; Remote sensing; Geography; Physics","authors":[{"name":"박경애","is_ca":false},{"name":"최도영","is_ca":false},{"name":"변도성","is_ca":false},{"name":"정광영","is_ca":false},{"name":"Eunil Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009048983381443186,"gpt":0.2382388137219993,"spread":0.2291898303405561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655264,0.0003935792,0.0003049489,0.001404283,0.001493864,0.006062313,0.000565619,0.0009755224,0.01282287],"category_scores_gemma":[0.003187752,0.0002909501,0.0003667416,0.001448842,0.004531808,0.004593737,0.0008516163,0.001091826,0.003234857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228314,"about_ca_system_score_gemma":0.003935626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008483053,"about_ca_topic_score_gemma":0.00746533,"domain_scores_codex":[0.9990017,0.0002342487,0.00006911347,0.0002529508,0.0003294164,0.0001126716],"domain_scores_gemma":[0.9978841,0.0006485764,0.0002428659,0.0001122137,0.000909167,0.0002030014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001158361,0.0001123967,0.01983284,0.0008038845,0.0001161356,0.000380207,0.00705578,0.005185867,0.003883893,0.6977034,0.02176023,0.2430496],"study_design_scores_gemma":[0.00004278413,0.000140803,0.03826081,0.0005814938,0.0001541542,0.0007057931,0.01355042,0.007521864,0.003958758,0.6161192,0.3188354,0.0001284278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1166687,0.01471659,0.0544014,0.0204281,0.0009123891,0.0001594277,0.0007722874,0.000291757,0.7916493],"genre_scores_gemma":[0.8866255,0.008804054,0.02493079,0.001352849,0.0004014441,0.0001216628,0.0002948259,0.00008787822,0.0773811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01282287,"threshold_uncertainty_score":0.04289675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276208822","doi":"","title":"큰가리비 Patinopecten yessoensis 치패의 성장 및 생존율 향상을 위한 대체 먹이원 개발","year":2012,"lang":"ko","type":"article","venue":"한국패류학회지 = The Korean journal of malacology","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scallop; PHY; Chemistry; Patinopecten yessoensis; Animal science; Biology; Fishery","authors":[{"name":"남명모","is_ca":false},{"name":"박진철","is_ca":false},{"name":"이주","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01675667098734595,"gpt":0.2569443294580476,"spread":0.2401876584707016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005492666,0.0003045785,0.0002179486,0.0002616664,0.0004665998,0.0002513969,0.0001480217,0.0001732897,0.001502572],"category_scores_gemma":[0.0001257631,0.000174256,0.0002441616,0.0001790541,0.0002439363,0.0002700527,0.0003584883,0.0002921305,0.0003204999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871651,"about_ca_system_score_gemma":0.0003132785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003816263,"about_ca_topic_score_gemma":0.01572083,"domain_scores_codex":[0.9999483,0.000002608037,0.000007029802,0.00002132703,0.00001138531,0.000009351984],"domain_scores_gemma":[0.9998711,0.00001036946,0.00003820975,0.000006660408,0.00002850763,0.00004501316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001339516,0.0003050649,0.1930052,0.0004268701,0.00008741094,0.001359827,0.0006039205,0.0002431096,0.780623,0.0001049542,0.0001679166,0.02173319],"study_design_scores_gemma":[0.00002474303,0.002010506,0.9720308,0.00001982017,0.00005872505,0.0005694938,0.0007339249,0.0003082297,0.0226666,0.00008482511,0.001472979,0.00001931777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993455,0.00005504313,0.00003688034,0.0000108118,0.000003403762,0.000004916909,0.0000732464,0.000003774339,0.000466361],"genre_scores_gemma":[0.99722,0.0001549128,0.0003618991,0.00008054604,0.000005494347,0.00002334607,0.000420512,0.000003210257,0.001730037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003816263,"threshold_uncertainty_score":0.007588148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143458795","doi":"10.14443/kimlaw.2021.33.1.4","title":"A Study on the Implementation of the Operator Certificate System for ships of less than 5 Gross Tonnage","year":2021,"lang":"en","type":"article","venue":"MARITIME LAW REVIEW","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tonnage; Certificate; Certification; Competence (human resources); Order (exchange); Operations management; Engineering; Business; Operations research; Computer science; Finance; Management; Economics","authors":[{"name":"Hyun-Wook Doo","is_ca":false},{"name":"Kiseon Kim","is_ca":false},{"name":"Yeong-Woo Jeon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1326092433396425,"gpt":0.348644366397081,"spread":0.2160351230574385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006703774,0.00008463847,0.0001531185,0.001044806,0.0007249992,0.0007876629,0.0005208029,0.0005742827,0.002058661],"category_scores_gemma":[0.0190366,0.0001352164,0.0002279622,0.001037122,0.0004123857,0.0007040754,0.0004186615,0.0008028903,0.0001937633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002453609,"about_ca_system_score_gemma":0.01069136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04343,"about_ca_topic_score_gemma":0.06422605,"domain_scores_codex":[0.9953629,0.001901945,0.0003396278,0.000347646,0.001340913,0.000706927],"domain_scores_gemma":[0.9810241,0.005712175,0.005840234,0.0004102667,0.005783887,0.001229379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003660085,0.001684545,0.7883448,0.00190367,0.00009498728,0.003113961,0.02479034,0.0007597958,0.002913585,0.008605132,0.007405742,0.1600175],"study_design_scores_gemma":[0.00001451863,0.0009315803,0.959315,0.0002881827,0.00003785643,0.0003419339,0.01766393,0.000160525,0.000394708,0.00005726254,0.02077642,0.00001814041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897155,0.001700031,0.0002712851,0.001335721,0.00005443214,0.000156391,0.00006979846,0.000003195263,0.006693652],"genre_scores_gemma":[0.9945609,0.002080821,0.0002429329,0.0003539828,0.00002889692,0.00005033809,0.00008781581,0.000001945416,0.002592367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04343,"threshold_uncertainty_score":0.08635443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408953390","doi":"10.1525/sfs.32.1.0172","title":"Jules Verne Roundtable","year":2005,"lang":"en","type":"article","venue":"Science Fiction Studies","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Art","authors":[{"name":"James E. Gunn","is_ca":false},{"name":"I.F. Clarke","is_ca":false},{"name":"Paul Alkon","is_ca":false},{"name":"Carl Freedman","is_ca":false},{"name":"Roger Bozzetto","is_ca":false},{"name":"Jean-Michel Margot","is_ca":false},{"name":"Franz Rottensteiner","is_ca":false},{"name":"Nicholas Ruddick","is_ca":true},{"name":"Mark Bould","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06290933398896761,"gpt":0.3490912874086031,"spread":0.2861819534196355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042973,0.0006872984,0.0005210127,0.000969909,0.004307996,0.004208833,0.001054789,0.003922941,0.1680209],"category_scores_gemma":[0.00617517,0.0003082622,0.0003880271,0.0004208784,0.001057697,0.002140279,0.003905149,0.004576305,0.06937108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236779,"about_ca_system_score_gemma":0.001501294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006337291,"about_ca_topic_score_gemma":0.01543072,"domain_scores_codex":[0.9989578,0.0001704117,0.00002842259,0.0001808071,0.0005028708,0.0001597012],"domain_scores_gemma":[0.9978028,0.0005607012,0.00008067331,0.0001593487,0.0008144631,0.0005821089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001435109,0.000007301028,0.00002121876,0.00001686258,0.000001434141,0.00003241383,0.00004384914,0.0000245826,0.0000919671,0.007383886,0.9832938,0.009068443],"study_design_scores_gemma":[0.000001734705,0.000003365775,0.0000527978,0.00002684713,4.996359e-7,0.00001362298,0.00006199129,0.0000135433,0.00006572258,0.0009677488,0.9987896,0.000002563278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001200674,0.02060363,0.001211558,0.3008609,0.2897417,0.00007380373,0.0005931702,0.0003461218,0.3853685],"genre_scores_gemma":[0.003491015,0.001848222,0.0001738098,0.01416516,0.007639527,0.0000224256,0.00008365371,0.0001286723,0.9724476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1680209,"threshold_uncertainty_score":0.5620861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1597885518","doi":"","title":"외국대회 사례 분석을 통한 NURA 로켓대회의 방향성 제언","year":2012,"lang":"ko","type":"article","venue":"한국추진공학회 학술대회논문집","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CONTEST; Amateur; Rocket (weapon); Aeronautics; Point (geometry); Engineering; Political science; Law; Mathematics","authors":[{"name":"이설희","is_ca":false},{"name":"김일수","is_ca":false},{"name":"윤영빈","is_ca":false},{"name":"이훈희","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02054746150251882,"gpt":0.271369317148368,"spread":0.2508218556458491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002379401,0.0004541735,0.0002413637,0.0008348954,0.003613231,0.002999321,0.0008397524,0.001390521,0.01091483],"category_scores_gemma":[0.002231488,0.000306119,0.0004539512,0.0008272006,0.001615744,0.001558851,0.002171362,0.001456918,0.004654542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325189,"about_ca_system_score_gemma":0.00661853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02073832,"about_ca_topic_score_gemma":0.02937157,"domain_scores_codex":[0.9984555,0.0002394423,0.00009876327,0.0002572984,0.0006639324,0.0002850749],"domain_scores_gemma":[0.9984298,0.0001676142,0.0001727814,0.0001763213,0.0008271406,0.0002262577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005385281,0.0002079021,0.01952064,0.0004425329,0.00004894867,0.001176764,0.004495498,0.00310201,0.01686263,0.4711328,0.1412653,0.3412065],"study_design_scores_gemma":[0.00001139768,0.0001160263,0.007683301,0.00006634273,0.00001424141,0.0003571072,0.001237038,0.001393513,0.007158568,0.004768268,0.9771385,0.00005574234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1625711,0.006624447,0.03553968,0.01646136,0.005333527,0.0004444133,0.001088175,0.0008399475,0.7710973],"genre_scores_gemma":[0.4430153,0.002297388,0.02300672,0.001422688,0.0002711398,0.0002261622,0.0007624163,0.000208726,0.5287896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02073832,"threshold_uncertainty_score":0.04123527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}