{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049011,0.00009654227,0.0002491342,0.00002637154,0.0004639846,0.00003346907,0.0001320306,0.00003987096,0.00005294652],"category_scores_gemma":[0.00001168278,0.00008769658,0.00002835406,0.00003640864,0.00008305189,0.0000890272,0.0003128381,0.0001851447,0.000001701955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916547,"about_ca_system_score_gemma":0.00004323695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142864,"about_ca_topic_score_gemma":0.001178699,"domain_scores_codex":[0.9990956,0.00002744412,0.0002535003,0.0001429591,0.0001576718,0.0003228181],"domain_scores_gemma":[0.9993719,0.00001682399,0.00008275309,0.0003828885,0.0000229648,0.000122668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555952,0.0001606513,0.8841136,0.02034025,0.0001303764,0.00001914722,0.0006304027,0.003602895,0.000461806,0.02375383,0.001494544,0.06493697],"study_design_scores_gemma":[0.0003870006,0.00006115784,0.9951911,0.0002520524,0.000002227512,0.000002776535,0.00009070459,0.0006346525,0.00003448235,0.0002929095,0.002951199,0.0000997216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406857,0.0002511439,0.0001381804,0.0008587402,0.0001781159,0.0005170866,0.00001433913,0.00006822804,0.05728845],"genre_scores_gemma":[0.9948713,0.0003839204,0.0001526638,0.00000702733,0.00005540418,0.00002635383,0.000004361916,0.00001203708,0.004486972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110776,"threshold_uncertainty_score":0.3576163,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000218115,0.0002741883,0.001155038,0.0002216572,0.00001927138,0.000003487316,0.0006632907,0.0003133834,0.00002334004],"category_scores_gemma":[0.00007202699,0.0001655282,0.0003422164,0.0003629889,0.00008430045,0.00002145791,0.0002432702,0.0004322134,0.000002566023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008768242,"about_ca_system_score_gemma":0.0001219486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695734,"about_ca_topic_score_gemma":0.0000348469,"domain_scores_codex":[0.9986786,0.000139905,0.0005730668,0.0001756821,0.0001111818,0.0003216061],"domain_scores_gemma":[0.9991624,0.0002163303,0.0001555577,0.0003984089,0.00002897051,0.00003835042],"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":[0.000007896211,0.00001627508,0.0002528637,0.002554596,0.0002055017,0.000002965817,0.00006591756,0.00004537398,0.0002764763,0.00003398775,0.000031178,0.996507],"study_design_scores_gemma":[0.0004768887,0.0002816056,0.004083029,0.007977051,0.0005719255,0.00001551473,0.00002066928,0.0001544548,0.001680894,0.0002690796,0.9836584,0.0008104692],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08446226,0.9141009,0.000002997769,0.000003366092,0.0001733333,0.0004060932,0.00008059387,0.00002770271,0.0007427078],"genre_scores_gemma":[0.03159703,0.9682148,0.00001470666,0.000002955976,0.00001639562,0.00000669894,0.00002035412,0.00002699732,0.0001000406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956965,"threshold_uncertainty_score":0.6750044,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003426198,0.0001820646,0.0002715954,0.00004028013,0.0006752451,0.0001690394,0.0001808161,0.00004850684,0.00007958418],"category_scores_gemma":[0.0001097787,0.00008792966,0.0001067143,0.0001530588,0.0007266032,0.0002635475,0.0001588107,0.000604652,0.000002952786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003275364,"about_ca_system_score_gemma":0.00001465051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007482761,"about_ca_topic_score_gemma":0.006602803,"domain_scores_codex":[0.9988784,0.000130488,0.0002945368,0.0001338322,0.0002758755,0.0002869065],"domain_scores_gemma":[0.9993432,0.0001868193,0.00007789289,0.0001403076,0.0001757815,0.00007596177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001942451,0.0002984535,0.4500403,0.001097599,0.00563056,0.00008792732,0.1845021,0.0003859621,0.001805675,0.002562172,0.2668755,0.0847713],"study_design_scores_gemma":[0.01149649,0.001064494,0.8668849,0.001010286,0.000575851,0.00317419,0.05189419,0.02777724,0.001039998,0.0103744,0.02359952,0.001108432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836835,0.001652598,0.00009963792,0.0004017271,0.0003659006,0.0001756019,0.00004332618,0.00002150773,0.01355621],"genre_scores_gemma":[0.9939745,0.004554998,0.00002302165,0.00003596202,0.0005469035,0.000007771095,0.000003329852,0.00001352743,0.0008399772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168446,"threshold_uncertainty_score":0.5193508,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473263,0.0001580262,0.0001916528,0.0003683551,0.0001185592,0.000007136493,0.0003354957,0.0002082532,0.0005398511],"category_scores_gemma":[0.0001728778,0.0001654423,0.00004169589,0.0005958949,0.0001692116,0.00008283217,0.0001312904,0.0003851329,0.00005506735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004104548,"about_ca_system_score_gemma":0.0001164044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001078661,"about_ca_topic_score_gemma":0.00002037683,"domain_scores_codex":[0.9989718,0.00002493779,0.000206977,0.0002052257,0.0001670973,0.0004239222],"domain_scores_gemma":[0.9994301,0.00003699325,0.00001938889,0.0003510425,0.00008805698,0.00007440737],"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":[0.0005550995,0.0001662766,0.1561697,0.0002149124,0.0003578496,0.001691257,0.004698878,0.01341355,0.3367161,0.02933397,0.00536086,0.4513216],"study_design_scores_gemma":[0.001671464,0.0006565903,0.0282643,0.0001742523,0.00005463406,0.0009357312,0.003648862,0.7949513,0.07459598,0.0179837,0.07467455,0.002388672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846418,0.0001649368,0.0058548,0.0001367082,0.0001328464,0.00009777169,0.000003305105,0.0007410156,0.008226809],"genre_scores_gemma":[0.9981769,0.0001726155,0.0009572119,0.000005353394,0.00002385134,0.00001239147,0.000001771663,0.00002715845,0.0006227825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7815377,"threshold_uncertainty_score":0.6746541,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345198,0.00008246887,0.0005121203,0.0002311828,0.00002129889,0.000005133797,0.0002251137,0.00002121291,0.0000502187],"category_scores_gemma":[0.00001215895,0.00006249145,0.0002007846,0.0007017082,0.0006156106,0.00008832715,0.0001096347,0.00005394597,2.448261e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.847734e-7,"about_ca_system_score_gemma":0.000031484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002095034,"about_ca_topic_score_gemma":0.001380038,"domain_scores_codex":[0.9990645,0.00003609018,0.0003686816,0.000140382,0.000282804,0.0001075472],"domain_scores_gemma":[0.9996067,0.00006601544,0.0001348803,0.00009801354,0.00002786696,0.00006649739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004017154,0.00006425351,0.9569717,0.0003099422,0.002076028,2.368318e-7,0.0009674025,0.0009886213,0.03302145,0.0004859037,0.000002636339,0.00507162],"study_design_scores_gemma":[0.0003760299,0.001165479,0.916881,0.00003993528,0.01616664,6.647773e-7,0.003315879,0.00640842,0.05431254,0.001116724,0.000005928999,0.0002108152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986255,0.0007378914,0.000037594,0.00004354979,0.00002526695,0.00006281475,0.00008280108,0.000003954819,0.0003806792],"genre_scores_gemma":[0.9976878,0.0001470551,0.002146524,0.000002012628,0.000003823206,0.000001175507,0.000002711851,0.000002930025,0.000005930028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04009079,"threshold_uncertainty_score":0.3167079,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001071881,0.00007841617,0.000119464,0.0001773885,0.00002646643,0.000006163169,0.0001519095,0.00007880204,0.0001450191],"category_scores_gemma":[0.0001259783,0.00006140475,0.00001022414,0.0001478914,0.0001966898,0.00006697838,0.0001660922,0.0001422501,0.0000155973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007729282,"about_ca_system_score_gemma":0.00002854283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003644509,"about_ca_topic_score_gemma":0.0003314599,"domain_scores_codex":[0.9993749,0.00001163949,0.0001742768,0.000153963,0.00008145039,0.0002038208],"domain_scores_gemma":[0.9996516,0.00005688116,0.00001195539,0.0002256819,0.00002455034,0.00002937976],"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":[0.00001869334,0.00007943455,0.04047217,0.0002214929,0.00002430727,0.00001516199,0.0001691389,0.0003424793,0.2478071,0.08803228,0.000002021327,0.6228157],"study_design_scores_gemma":[0.0097469,0.002394862,0.4039057,0.001954461,0.0001204849,0.000273968,0.003896854,0.215215,0.2957947,0.05573098,0.00821209,0.002753966],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949677,0.0001916709,0.04609757,0.001312784,0.00002997581,0.0002041866,0.000005133203,0.0001043355,0.002377342],"genre_scores_gemma":[0.9988885,0.000405904,0.0005122459,0.000005161958,0.00000302263,0.00002228806,4.773519e-7,0.000007009825,0.0001553891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6200618,"threshold_uncertainty_score":0.2504013,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004220587,0.00003974222,0.00005943004,0.0001354285,0.000175065,0.000031017,0.00005295615,0.00001399765,0.000002207395],"category_scores_gemma":[0.00004276253,0.00002699182,0.0000120223,0.00006320155,0.0000161196,0.0001332998,0.00003868305,0.0002886575,1.438254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005992,"about_ca_system_score_gemma":0.00005325236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009196822,"about_ca_topic_score_gemma":0.000006939018,"domain_scores_codex":[0.9995164,0.00002826435,0.0002163574,0.00002239751,0.0001559613,0.00006058996],"domain_scores_gemma":[0.999784,0.00002221517,0.00009055214,0.00002970396,0.00005082858,0.00002273024],"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":[0.000007919113,0.00003611946,0.004005447,0.00001787594,0.00001621094,2.196644e-7,0.001055327,0.000146454,0.00004134555,0.00650458,0.00004010478,0.9881284],"study_design_scores_gemma":[0.003008465,0.006831523,0.03961846,0.001055549,0.0001506997,0.0008057404,0.2587477,0.07181316,0.02364514,0.01879488,0.5744897,0.00103902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926675,0.0002424401,0.002907921,0.0001456937,0.00006981228,0.0000900041,2.128818e-7,0.000006866885,0.003869555],"genre_scores_gemma":[0.9990659,0.00005408648,0.000830247,0.000003477317,0.00001309067,0.00001093902,0.000001556864,0.000002144463,0.0000185769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870894,"threshold_uncertainty_score":0.1346476,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564148,0.0002302324,0.0002958309,0.0001186025,0.00006426067,0.00008943797,0.0003763103,0.0001146035,0.0000264217],"category_scores_gemma":[0.0001255517,0.0002024513,0.0002033011,0.0002651254,0.0001301316,0.0003997055,0.00009290172,0.000216609,4.409833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007758677,"about_ca_system_score_gemma":0.00001849598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000114056,"about_ca_topic_score_gemma":2.035509e-7,"domain_scores_codex":[0.9983048,2.135941e-8,0.0005241722,0.0002468454,0.0006051945,0.0003190052],"domain_scores_gemma":[0.9986598,0.0001523048,0.000175286,0.00003845201,0.00088091,0.00009318857],"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":[0.000135577,0.0001794723,0.001011282,0.002663336,0.0004677055,6.918683e-8,0.000573012,0.05790178,0.710718,0.1819467,0.001851078,0.042552],"study_design_scores_gemma":[0.001226968,0.0007691843,0.0006075827,0.000294349,0.00009684321,0.000009985418,0.00204793,0.7577974,0.2342985,0.0007647696,0.001721221,0.0003652527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942104,0.00006709889,0.002054068,0.0001399629,0.00006026414,0.000460223,0.00002750448,0.00007352726,0.002906943],"genre_scores_gemma":[0.9215671,0.0001681702,0.07770118,0.00002584747,0.0002306151,0.0001602108,0.00001664343,0.00006197712,0.00006828385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998956,"threshold_uncertainty_score":0.8255723,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103976,0.00009956958,0.0001665415,0.00004640068,0.00002232445,0.000008085224,0.0001140482,0.00004136097,0.00004285934],"category_scores_gemma":[0.00001160841,0.0001058441,0.00006372738,0.0002520319,0.0000176943,0.000148161,0.00006800771,0.0000726079,0.0000109362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000236127,"about_ca_system_score_gemma":0.00002891919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000492705,"about_ca_topic_score_gemma":0.00002355603,"domain_scores_codex":[0.9991738,0.00001344973,0.0002273844,0.0001023221,0.0003006682,0.0001823871],"domain_scores_gemma":[0.9996067,0.00003351975,0.00002764873,0.0001812687,0.000103578,0.00004724554],"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":[0.00002162625,0.0003611509,0.01462832,0.00114524,0.0003135801,0.000001896881,0.001694735,0.3671315,0.2095964,0.008901016,0.0004410093,0.3957635],"study_design_scores_gemma":[0.000273003,0.0000511359,0.000289024,0.0000267494,0.00002100591,2.965467e-7,0.00004431028,0.8240846,0.1724592,0.001070233,0.001546264,0.0001341558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267989,0.000326025,0.04650609,0.00001195573,0.00004341964,0.0002335404,0.00002126072,0.0001787745,0.02588],"genre_scores_gemma":[0.9973922,0.00005491414,0.002229509,0.000005466382,0.0001984496,0.000007317921,0.00001655065,0.00002682111,0.00006882129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4569531,"threshold_uncertainty_score":0.4316198,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003163379,0.00007920597,0.0001741955,0.00006946624,0.00005882514,0.00001592536,0.0002381244,0.00002762832,0.00001548774],"category_scores_gemma":[0.0001623403,0.00005554869,0.0000520352,0.001818788,0.0001038332,0.0001336067,0.0002068767,0.00009000913,5.132132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002465189,"about_ca_system_score_gemma":0.00002158985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442528,"about_ca_topic_score_gemma":0.000002228863,"domain_scores_codex":[0.9992228,0.00001726767,0.0001120267,0.0001587847,0.0003145956,0.0001745591],"domain_scores_gemma":[0.9995545,0.00007588595,0.00001084777,0.0001797768,0.00004210952,0.0001368554],"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":[0.00003112858,0.00004995172,0.07090056,0.001023731,0.0001617356,0.00000183213,0.002775279,0.5694886,0.3452779,0.0000668399,0.00005915831,0.01016326],"study_design_scores_gemma":[0.00005335675,0.00002718954,0.1225426,0.00001826103,0.00003354354,5.701399e-7,0.0000716436,0.8717516,0.005339166,0.000001406825,0.0001001473,0.00006049177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977836,0.00007818509,0.001299916,0.00002492526,0.00001859377,0.00007355605,0.000007828706,0.00002766458,0.0006857443],"genre_scores_gemma":[0.9998124,0.00000957532,0.0001298066,0.000006915823,0.00001122177,0.000005272657,0.000003192366,0.000006811065,0.00001480681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399388,"threshold_uncertainty_score":0.226521,"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 &amp;amp; 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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003847643,0.0002972751,0.0002783235,0.00007385237,0.0002641845,0.0002723368,0.0005821401,0.0001532313,0.0007488831],"category_scores_gemma":[0.0001765945,0.0002278275,0.0001458936,0.0002002726,0.0001026989,0.0001257277,0.000273112,0.00051514,0.002834737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005629322,"about_ca_system_score_gemma":0.00002977237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076119,"about_ca_topic_score_gemma":0.002611339,"domain_scores_codex":[0.9978855,0.0001044705,0.00033897,0.0003466693,0.0005135773,0.0008107704],"domain_scores_gemma":[0.9984268,0.0002620662,0.00004378916,0.0009495388,0.00007563407,0.0002421801],"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":[0.0001171634,0.00008603624,0.005134028,0.000128513,0.0003245175,0.00003556845,0.0009230957,0.001312379,0.005240031,0.001852746,0.3827253,0.6021206],"study_design_scores_gemma":[0.0003237387,0.00003277196,0.001051219,0.00001753854,0.0000182557,0.000003760632,0.0001101299,0.002054004,0.0006473895,0.0004063029,0.9950321,0.0003027316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861888,0.001807877,0.005613877,0.0006437917,0.0007679889,0.000347273,0.00007301264,0.0005427757,0.2040146],"genre_scores_gemma":[0.9631628,0.0005475982,0.0007118285,0.000217886,0.0006716033,0.00006047083,0.00008417995,0.000103622,0.03444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6123068,"threshold_uncertainty_score":0.9979417,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370193,0.00006427299,0.0001611459,0.0003831105,0.0001118329,0.0001263806,0.0001112723,0.00005409274,0.0005667987],"category_scores_gemma":[0.00008739054,0.00005255585,0.0000773514,0.0006174178,0.00005000321,0.0002606512,0.00002356565,0.0003290164,0.00001429728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000369099,"about_ca_system_score_gemma":0.00005615443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006005608,"about_ca_topic_score_gemma":0.000005314181,"domain_scores_codex":[0.9988273,0.00007398553,0.0002853195,0.00007426189,0.0005028106,0.0002362548],"domain_scores_gemma":[0.9986444,0.0003244132,0.00004252509,0.00009005289,0.0007076716,0.0001909526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001191394,0.0001736982,0.009922939,0.0002396098,0.00152551,0.00003773084,0.0006066241,0.006431498,0.08491918,0.0009111897,0.8175257,0.0775872],"study_design_scores_gemma":[0.00497183,0.002718565,0.08260396,0.000283693,0.0006386756,0.0002750638,0.002737255,0.563318,0.04455288,0.03808676,0.2587039,0.001109464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107816,0.0007591488,0.08097594,0.002226395,0.00009058858,0.0007931177,0.00004518239,0.00003024894,0.004297792],"genre_scores_gemma":[0.9966055,0.0002725902,0.000810574,0.00001929368,0.0000795872,0.00003850813,0.00005566444,0.00001144945,0.002106857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5588218,"threshold_uncertainty_score":0.6206048,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440212,0.00008555966,0.0001431092,0.00008383903,0.00001076469,0.00001509753,0.0001114806,0.00006023614,0.0002746175],"category_scores_gemma":[0.000230446,0.00006913141,0.00002487697,0.0001809111,0.00001285513,0.0000497776,0.0000435303,0.000325061,0.00005143784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001244679,"about_ca_system_score_gemma":0.00001324464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002966988,"about_ca_topic_score_gemma":0.0005591626,"domain_scores_codex":[0.9994149,0.00002642507,0.000122458,0.00009949267,0.0001413986,0.0001953482],"domain_scores_gemma":[0.9992775,0.0004566389,0.000003577099,0.0001634372,0.00002081438,0.00007805055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002529832,0.00008180823,0.01651029,0.001257487,0.00004678722,0.00002966378,0.004799132,0.1524257,0.3188641,0.004409065,0.0003525308,0.5009704],"study_design_scores_gemma":[0.00193456,0.001935404,0.01471583,0.0002049802,0.000008243495,0.000002684126,0.0007321677,0.1419596,0.8137081,0.00009819167,0.0240416,0.0006586691],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557509,0.000002988596,0.0000435399,0.00004449595,0.00007425422,0.0001545001,0.000002188121,0.00005396143,0.04387313],"genre_scores_gemma":[0.9993873,9.677766e-7,0.00006409617,0.00004388309,0.00003195959,0.00001872181,8.592055e-7,0.00001522847,0.0004369896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5003117,"threshold_uncertainty_score":0.300687,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008569983,0.0001750235,0.000285672,0.0004001508,0.0002901184,0.0001144189,0.001281445,0.00009960015,0.0001897406],"category_scores_gemma":[0.0006182412,0.00008083531,0.000158759,0.001173688,0.0006411519,0.0001329637,0.0005415812,0.002130246,0.00001058485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009402278,"about_ca_system_score_gemma":0.0001116015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003190667,"about_ca_topic_score_gemma":0.01427949,"domain_scores_codex":[0.9958235,0.000450375,0.0005857431,0.0001407928,0.002099258,0.0009003077],"domain_scores_gemma":[0.9973099,0.001568178,0.0001122841,0.0004074671,0.0004592901,0.0001429196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006593072,0.002364234,0.2488863,0.002084176,0.001107135,0.01455149,0.03488517,0.008781544,0.3591975,0.004653989,0.01645252,0.3004429],"study_design_scores_gemma":[0.00218406,0.001375805,0.878392,0.0004773757,0.00002911007,0.002941774,0.06631625,0.001069669,0.01759191,0.0002993977,0.02894854,0.0003740711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932457,0.001257926,0.0001177219,0.001590204,0.0001467845,0.0003133936,0.00001365881,0.00001001458,0.003304565],"genre_scores_gemma":[0.9981213,0.001327791,0.00001445591,0.00002691105,0.000328892,0.000009143374,0.000001970186,0.00002519038,0.0001443681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6295058,"threshold_uncertainty_score":0.9254979,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001357644,0.0001399046,0.0001436466,0.00008998001,0.00009763119,0.0000421451,0.0002174096,0.00002156904,0.00002461044],"category_scores_gemma":[0.0000196003,0.0001101653,0.00003993796,0.00009156125,0.0000194901,0.00008461533,0.00002870825,0.0002028302,6.770963e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005694018,"about_ca_system_score_gemma":0.0000113966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003607092,"about_ca_topic_score_gemma":0.00003362729,"domain_scores_codex":[0.9990732,0.000002863472,0.0002251692,0.0001878303,0.0003721796,0.000138761],"domain_scores_gemma":[0.9996954,0.00002704871,0.00005744798,0.00005170604,0.0001251005,0.00004328509],"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":[0.002063703,0.0001051869,0.03547107,0.003472456,0.001067363,0.00001445395,0.009381631,0.06468594,0.08344498,0.7743788,0.0008304068,0.02508406],"study_design_scores_gemma":[0.003259176,0.001246274,0.5976852,0.0003587703,0.0001087339,0.00004589885,0.01220526,0.3540823,0.02220932,0.007147018,0.0008887675,0.0007632591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975915,0.000005592839,0.0001295943,0.0002130027,0.0002517836,0.0004184205,0.0001827829,0.00006404767,0.001143296],"genre_scores_gemma":[0.9997053,0.000006776824,0.00007930783,0.00001029056,0.00002847813,0.00004713131,0.00002281594,0.0000151991,0.00008475913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7672318,"threshold_uncertainty_score":0.4492412,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002592639,0.00008824894,0.0003273944,0.0002902645,0.00007745237,0.00002982133,0.00007852504,0.00004756268,0.000020001],"category_scores_gemma":[0.00006935219,0.00006783989,0.0001528281,0.0005381675,0.00003165435,0.0002553794,0.000003488129,0.0001849487,9.041829e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009277726,"about_ca_system_score_gemma":0.0000321706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133398,"about_ca_topic_score_gemma":0.003648691,"domain_scores_codex":[0.9990615,0.00004827384,0.0004794076,0.00008508113,0.0002200479,0.0001057018],"domain_scores_gemma":[0.9991919,0.0001903871,0.000180385,0.00007420776,0.000318408,0.00004472979],"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":[0.004277496,0.0001303091,0.0167862,0.0001224187,0.008158799,0.00004567632,0.01049724,0.7344664,0.04472471,0.0003491799,0.00002733992,0.1804143],"study_design_scores_gemma":[0.009509954,0.0001894705,0.5499004,0.0005089375,0.004620065,0.000001810329,0.009825354,0.3991157,0.005179283,0.02054387,0.0002604563,0.0003447527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980848,0.00118268,0.1002279,0.0000610425,0.0001336425,0.0001357885,0.00001050085,0.000007387941,0.0001563041],"genre_scores_gemma":[0.997734,0.0009281915,0.001242493,0.000008576488,0.00003394471,0.000003993064,0.00002552933,0.000006682857,0.00001659882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5331141,"threshold_uncertainty_score":0.276643,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003585831,0.000341622,0.0003671531,0.000123855,0.0005892542,0.0007214949,0.00119408,0.0002557329,0.004107947],"category_scores_gemma":[0.0003864102,0.0003534346,0.0001959089,0.000102482,0.0001512059,0.0003815315,0.0009366806,0.0007541931,0.005269961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009047779,"about_ca_system_score_gemma":0.0001059157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108672,"about_ca_topic_score_gemma":0.0005984166,"domain_scores_codex":[0.9976891,0.00004187882,0.0003212713,0.0004293393,0.0005767895,0.0009416094],"domain_scores_gemma":[0.997577,0.0000826891,0.00008921206,0.001772288,0.0001087474,0.0003700348],"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":[0.0001042256,0.0002067114,0.02845791,0.0009504748,0.0003627817,0.0007037038,0.0005078106,0.0002575339,0.004795882,0.008858782,0.08939329,0.8654009],"study_design_scores_gemma":[0.001559012,0.0002862736,0.1064822,0.0003229814,0.00008212626,0.00003582964,0.0002246259,0.01792944,0.004986227,0.002319358,0.8646505,0.001121347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2679391,0.0008188091,0.0006694261,0.001923568,0.00127406,0.0004008279,0.00006341776,0.0002399975,0.7266707],"genre_scores_gemma":[0.8963893,0.0008160047,0.0001924329,0.00007022184,0.0009637576,0.00002533668,0.00001297551,0.00008280256,0.1014472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8642796,"threshold_uncertainty_score":0.9998918,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008025978,0.0004867447,0.0003997324,0.0001745688,0.0003857598,0.0002844086,0.0009566273,0.0001353182,0.0001101018],"category_scores_gemma":[0.00005774013,0.0003467429,0.0001425415,0.0005674775,0.000198169,0.0002227828,0.000930793,0.0009116788,0.00005318443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218153,"about_ca_system_score_gemma":0.00007776837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06523699,"about_ca_topic_score_gemma":0.3031361,"domain_scores_codex":[0.9972862,0.0001857192,0.0005182334,0.0004335308,0.0006419794,0.00093431],"domain_scores_gemma":[0.9986048,0.0003558379,0.00007355811,0.000761924,0.00008582914,0.0001180953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006068952,0.00008627489,0.7854325,0.000107937,0.00005332148,0.00005061335,0.0003897671,0.005325438,0.00003786647,0.0001192046,0.000520415,0.207816],"study_design_scores_gemma":[0.00111428,0.00007628772,0.893624,0.000056203,0.0000413872,0.00005941269,0.0004687794,0.01381225,0.00009427645,0.0007540297,0.08920793,0.0006911338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337519,0.0002923252,0.0001344601,0.001103564,0.0001436617,0.0005829574,0.00002180598,0.0001865956,0.06378268],"genre_scores_gemma":[0.9953363,0.0002318716,0.00004804508,0.0002290746,0.0006841345,0.0001110971,0.0001216926,0.0001157515,0.003122037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2378992,"threshold_uncertainty_score":0.9998984,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005932233,0.00003905261,0.00006073104,0.0003567254,0.00001573234,0.000003344515,0.0001371823,0.00002052824,0.00253927],"category_scores_gemma":[0.00001165277,0.0000404119,0.00001022412,0.0005508636,0.000006055031,0.00003814264,0.0001524734,0.00009647643,0.000006984047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007583261,"about_ca_system_score_gemma":0.00001330387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003172053,"about_ca_topic_score_gemma":0.00008768179,"domain_scores_codex":[0.9992213,0.00002404777,0.0001299419,0.00008720724,0.0004303371,0.0001072021],"domain_scores_gemma":[0.9997373,0.0000134765,0.000006863742,0.0001840185,0.00004240511,0.00001589779],"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":[0.00001734552,0.00005293412,0.002158351,0.00001534671,0.000008954948,0.00001235414,0.00003259065,0.519342,0.0009966152,0.0007476329,0.0003222451,0.4762936],"study_design_scores_gemma":[0.0005301314,0.0001289622,0.00522851,0.000003042122,0.000007347394,0.000001705981,0.0006783555,0.9845226,0.001690994,0.003959862,0.003186817,0.00006167182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948144,0.00001808034,0.0007219836,0.00002985735,0.00003750392,0.0002288456,0.000001526107,0.00006941371,0.05074883],"genre_scores_gemma":[0.9994478,0.000008901746,0.0002481399,0.000005261165,0.000002610016,0.00002856831,0.00001533278,0.000007085304,0.0002362741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4762319,"threshold_uncertainty_score":0.9983726,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002272015,0.00006414216,0.00009049478,0.00004168684,0.00003294841,0.00002849997,0.0001479102,0.00002154083,0.0004016711],"category_scores_gemma":[0.00001765134,0.00004330153,0.00003809286,0.0001033584,0.00004565204,0.00006407896,0.0000153087,0.00009206795,0.000001821593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000206667,"about_ca_system_score_gemma":0.00005337589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433061,"about_ca_topic_score_gemma":0.002340768,"domain_scores_codex":[0.9994298,0.0000213207,0.0001576412,0.00007866541,0.0001538637,0.0001587194],"domain_scores_gemma":[0.9996397,0.00009738622,0.000001666686,0.0001559034,0.00008232213,0.00002297598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000667534,0.001159719,0.03353806,0.003670147,0.0001990691,0.000002739339,0.01842766,0.01133776,0.02668004,0.5775205,0.07517186,0.2522257],"study_design_scores_gemma":[0.002432832,0.001176622,0.1544933,0.0001916773,0.00005530359,0.000004224933,0.01269935,0.5070935,0.0386669,0.004302891,0.2781276,0.0007557839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452666,0.0001362352,0.0683006,0.0006054197,0.0001760388,0.001024754,0.00009646599,0.00005649725,0.08433735],"genre_scores_gemma":[0.9989902,0.00005087283,0.0003295708,0.00001834753,0.00006880741,0.0002055056,0.00001811817,0.000008195828,0.000310398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5732176,"threshold_uncertainty_score":0.4398017,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002785881,0.0003336344,0.0005355023,0.0005057396,0.0003643534,0.00006018021,0.0007314192,0.0002706149,0.00008960993],"category_scores_gemma":[0.00005175223,0.0004763667,0.0002436867,0.0006681519,0.0001185427,0.003474869,0.0005010926,0.0004150418,0.00002691335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281862,"about_ca_system_score_gemma":0.0003604662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004265,"about_ca_topic_score_gemma":0.004923105,"domain_scores_codex":[0.9980429,0.00005348806,0.0003814583,0.0004042245,0.0005720064,0.0005459709],"domain_scores_gemma":[0.9985139,0.0001033134,0.0002988982,0.0005469871,0.0002685022,0.0002683509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01446206,0.001598874,0.3208516,0.02048526,0.001475678,0.001449904,0.1331044,0.09952752,0.08584967,0.001460731,0.1160546,0.2036797],"study_design_scores_gemma":[0.0275075,0.001414978,0.5386348,0.002115008,0.0005124813,0.0003227771,0.03516658,0.0268691,0.02539778,0.00218573,0.3361195,0.003753702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695505,0.00009501829,0.003860561,0.0001715798,0.0001373358,0.0008171996,0.00003076216,0.0001790606,0.02515793],"genre_scores_gemma":[0.9850675,0.00009981276,0.00161602,0.00002263299,0.00007498207,3.682863e-7,0.0001481838,0.00003057795,0.01293987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200649,"threshold_uncertainty_score":0.9997688,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008265594,0.0001090569,0.0001093049,0.00006526437,0.00003393833,0.00004192751,0.0001902978,0.00004505531,0.9992801],"category_scores_gemma":[0.00001735113,0.0001095803,0.00004116785,0.0002025947,0.00001200709,0.00007063423,0.0000534668,0.0001410032,0.9996743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002701998,"about_ca_system_score_gemma":0.00001215517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003975499,"about_ca_topic_score_gemma":9.253619e-7,"domain_scores_codex":[0.9992445,0.0000121752,0.0001093737,0.0001269195,0.0001920281,0.0003149761],"domain_scores_gemma":[0.9995501,0.00002781044,0.000003522163,0.0002359607,0.00002225584,0.0001603245],"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":[0.00001794189,0.00001050914,2.14716e-8,0.00001213517,0.00001069638,0.000007789207,0.000006498912,0.000758275,0.00001581195,8.555406e-7,0.1067118,0.8924477],"study_design_scores_gemma":[0.0001186734,0.00005565034,0.000002637197,0.000007708638,0.000003574539,0.000003360198,5.95917e-7,0.00327806,0.0002301291,0.000009011776,0.9961566,0.000134015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001287977,0.0000564917,0.000003508987,0.00005971508,0.000001033686,0.0001058138,0.000006659782,0.0002567645,0.9993812],"genre_scores_gemma":[0.0001522778,0.000001062385,0.00004885511,0.000009327906,0.0001125733,0.00002154025,0.000009835045,0.00003170757,0.9996128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8923137,"threshold_uncertainty_score":0.4468553,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989906,0.0001816064,0.0002932308,0.0002681893,0.00007815789,0.00001709501,0.0003166706,0.0002463275,0.00008008818],"category_scores_gemma":[0.000007444537,0.0002223297,0.0001329404,0.0001250842,0.00002065866,0.00009512513,0.00003769579,0.0002002367,0.00005304159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290883,"about_ca_system_score_gemma":0.00004288652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555675,"about_ca_topic_score_gemma":0.01346258,"domain_scores_codex":[0.9991899,0.00001770039,0.00009782292,0.0001906578,0.0001997745,0.0003041269],"domain_scores_gemma":[0.9994523,0.00006030473,0.00005111444,0.0002030792,0.0001453333,0.00008785669],"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":[0.006645559,0.000304088,0.0001533893,0.06079983,0.00304048,0.0004293258,0.3034588,0.05490294,0.08308116,0.003716319,0.1620764,0.3213917],"study_design_scores_gemma":[0.002615593,0.0008031157,0.0004503885,0.001810823,0.0004572323,0.000009547673,0.7420871,0.1238178,0.1025519,0.0001506097,0.02359548,0.001650427],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9134393,0.0004504911,0.06575541,0.00006779707,0.0009347752,0.001465713,0.00008853253,0.000541979,0.01725604],"genre_scores_gemma":[0.1535582,0.00009310237,0.006861572,0.000001204857,0.00005839792,0.00000189097,0.0002416044,0.00006788089,0.8391162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8218601,"threshold_uncertainty_score":0.9066343,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004249435,0.00009404602,0.0001472976,0.00001745751,0.0001892159,0.00003140894,0.0002781505,0.00004145362,0.000002347711],"category_scores_gemma":[0.00003051018,0.00007480342,0.0001056252,0.00003259538,0.0000377765,0.00006009569,0.0001429899,0.00007934638,0.000001841352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190464,"about_ca_system_score_gemma":0.00004767365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000287485,"about_ca_topic_score_gemma":0.0002480919,"domain_scores_codex":[0.9991983,0.000009820801,0.0002486302,0.0001056175,0.0002991719,0.0001384417],"domain_scores_gemma":[0.9993462,0.00004743504,0.00009885841,0.0003523096,0.0001248591,0.00003031774],"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":[0.0004526266,0.00170393,0.2717929,0.01416512,0.004381352,0.000003902568,0.09605062,0.09204178,0.01705409,0.05067908,0.0168231,0.4348514],"study_design_scores_gemma":[0.0005247507,0.00006902457,0.03509488,0.0001072849,0.00002023987,2.736653e-7,0.005302971,0.9503799,0.007950919,0.0004358088,0.00001651932,0.00009744125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696229,0.000002184658,0.02475012,0.00007341491,0.00004791055,0.0006359507,0.00002191288,0.00003217251,0.004813496],"genre_scores_gemma":[0.9958363,0.000004376164,0.003718311,0.000003915336,0.00002234815,0.00007896704,0.00003452933,0.00001794477,0.0002833387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8583381,"threshold_uncertainty_score":0.3050395,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004933918,0.000157941,0.0002265815,0.0001020998,0.00003000974,0.00006853606,0.0002515305,0.00006137963,0.008908336],"category_scores_gemma":[0.00002280025,0.0001380538,0.00009539995,0.0001477421,0.00004631563,0.0001776307,0.0001182098,0.0001574221,0.001455322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003683627,"about_ca_system_score_gemma":0.00003571346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889385,"about_ca_topic_score_gemma":0.0005054947,"domain_scores_codex":[0.9989722,0.0000186724,0.0002158499,0.0001632238,0.000287734,0.0003422909],"domain_scores_gemma":[0.9993765,0.00005675929,0.00002266241,0.0003260041,0.00004724365,0.0001708467],"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":[0.0000520806,0.0001145886,0.134588,0.0004358919,0.0007167622,0.00007667766,0.003948262,0.001936351,0.06556752,0.003724904,0.5143649,0.274474],"study_design_scores_gemma":[0.002864677,0.0003462685,0.4492094,0.0002764262,0.0001419854,0.000003306905,0.005217893,0.02612296,0.2958042,0.01931261,0.1988236,0.001876655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645142,0.0002393694,0.002625579,0.0003211705,0.0001659323,0.0002159734,0.000007791783,0.0001862283,0.3317237],"genre_scores_gemma":[0.9404076,0.000115455,0.001049225,0.0000253406,0.0001775741,0.00001380504,0.00002245353,0.00003250187,0.058156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3155413,"threshold_uncertainty_score":0.9993222,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008340889,0.0001070762,0.0001096438,0.00005041893,0.00003316031,0.00004117097,0.0001875294,0.00004415273,0.9985289],"category_scores_gemma":[0.00001659236,0.000107531,0.00004107064,0.0001994243,0.0000128992,0.00006903763,0.00005189553,0.0001376681,0.9976236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734543,"about_ca_system_score_gemma":0.00001218003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004079777,"about_ca_topic_score_gemma":8.90424e-7,"domain_scores_codex":[0.9992519,0.00001228798,0.0001085227,0.00012516,0.0001904093,0.0003117252],"domain_scores_gemma":[0.999555,0.00002777449,0.000003469812,0.0002342248,0.00002128775,0.000158267],"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":[0.00001522038,0.00000898457,3.439597e-8,0.00001046224,0.000009402445,0.000006502307,0.000005230818,0.0008812703,0.00003659871,0.000001048122,0.2763555,0.7226698],"study_design_scores_gemma":[0.000117342,0.00005315558,0.000007938553,0.000007587145,0.000003532914,0.000003540663,5.460965e-7,0.004591682,0.0002128331,0.00001218721,0.994858,0.0001316552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003375693,0.0000752241,0.000003154303,0.0000565435,0.000001130548,0.0001064131,0.000007310747,0.0002588842,0.9991538],"genre_scores_gemma":[0.0004711585,0.000001470922,0.0000454385,0.000009996826,0.0001110495,0.00002157924,0.00001158732,0.00003140554,0.9992963],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7225381,"threshold_uncertainty_score":0.4384985,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002494542,0.0003267494,0.0003179099,0.0001677725,0.000132063,0.0001636571,0.0004490154,0.0002161468,0.003007665],"category_scores_gemma":[0.0001044656,0.0003444448,0.0001797552,0.0005006411,0.00006981927,0.000192662,0.0003770579,0.0007012735,0.005089861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119308,"about_ca_system_score_gemma":0.0002079694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866775,"about_ca_topic_score_gemma":0.0008839271,"domain_scores_codex":[0.9977257,0.00003315037,0.0003439175,0.0003959633,0.000582295,0.0009190229],"domain_scores_gemma":[0.9988517,0.00006627473,0.00003293889,0.0006218546,0.00008584584,0.0003413797],"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":[0.0002423613,0.0009424419,0.007706754,0.002657196,0.0007932728,0.002250697,0.004120393,0.03681629,0.01518129,0.04217781,0.0341605,0.852951],"study_design_scores_gemma":[0.005744574,0.001008052,0.0290395,0.0008231739,0.0001615342,0.0001574253,0.001201212,0.01168202,0.02777207,0.02024182,0.899518,0.002650658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4033695,0.002793571,0.006915566,0.002666363,0.001594697,0.0007069461,0.00007877095,0.0006335677,0.5812411],"genre_scores_gemma":[0.9644326,0.0005178757,0.0007078472,0.0001591863,0.0006623268,0.00002848016,0.00002449316,0.00009575485,0.03337146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8653575,"threshold_uncertainty_score":0.9999008,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008308655,0.0001058006,0.0001109016,0.0000639554,0.00003209302,0.00003982486,0.0001880206,0.00004461599,0.9994779],"category_scores_gemma":[0.00001681869,0.0001060634,0.00003955783,0.0001986154,0.0000118182,0.00006770841,0.0000521962,0.0001373646,0.9993349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669922,"about_ca_system_score_gemma":0.0000121125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004520532,"about_ca_topic_score_gemma":0.00000108222,"domain_scores_codex":[0.9992598,0.00001199957,0.0001072596,0.0001236008,0.000191852,0.0003054839],"domain_scores_gemma":[0.9995603,0.00002682504,0.000003449403,0.00023114,0.00002154913,0.000156768],"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":[0.00001338335,0.000007965081,1.34748e-8,0.000009635544,0.000009003475,0.00000614311,0.000005402302,0.0005763477,0.00001877414,7.370251e-7,0.3273053,0.6720473],"study_design_scores_gemma":[0.0001069237,0.0000520077,0.000006455572,0.000007786939,0.000003502861,0.000003083302,5.43931e-7,0.003132853,0.0002079715,0.000009071934,0.9963399,0.0001299686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002191158,0.00004646142,0.000002853421,0.00006344475,0.000001028536,0.0001009531,0.0000064385,0.0002526627,0.999307],"genre_scores_gemma":[0.0002363246,0.00000102492,0.00004647771,0.000009342297,0.0001139924,0.00001994844,0.000009583599,0.00003100693,0.9995323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6719173,"threshold_uncertainty_score":0.4325142,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001892462,0.0002199388,0.0002271446,0.0001187509,0.00007996695,0.0001228649,0.0003157997,0.0001453263,0.002880121],"category_scores_gemma":[0.00007994865,0.0002262486,0.0001183074,0.0003265317,0.00002719911,0.0001278421,0.0001268553,0.0004729343,0.002615107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006858518,"about_ca_system_score_gemma":0.00005912822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002293194,"about_ca_topic_score_gemma":0.00006624558,"domain_scores_codex":[0.9984044,0.00003118873,0.000232695,0.0002657133,0.0004028982,0.0006630626],"domain_scores_gemma":[0.9991712,0.00005406613,0.00002018798,0.0004606371,0.00005686818,0.0002370687],"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":[0.00004492047,0.000179916,0.001643775,0.0002169519,0.00008642933,0.0001926636,0.0004899076,0.0009312233,0.005225223,0.008982181,0.06738825,0.9146186],"study_design_scores_gemma":[0.001177091,0.0006684691,0.04736777,0.0001827147,0.00005199675,0.00003471993,0.0001909317,0.02695446,0.007710051,0.004943732,0.9097605,0.0009575529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1482779,0.001616978,0.001478717,0.002667086,0.0006741455,0.0003483161,0.00002394984,0.0003550134,0.8445579],"genre_scores_gemma":[0.9501644,0.0004505147,0.000237579,0.0002473221,0.0005368447,0.000005810175,0.00001292061,0.00003283088,0.04831182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.913661,"threshold_uncertainty_score":0.9981615,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001813768,0.0005985216,0.001076568,0.001259749,0.0001587533,0.0001119652,0.001156359,0.0003826231,0.0007041044],"category_scores_gemma":[0.0004096903,0.0004899224,0.0006823383,0.0009630562,0.0003018313,0.0004122487,0.0002696054,0.002221425,0.00003997523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075063,"about_ca_system_score_gemma":0.0004602775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001416808,"about_ca_topic_score_gemma":0.0006410101,"domain_scores_codex":[0.9953307,0.00008839109,0.00168349,0.0003367216,0.001472143,0.001088535],"domain_scores_gemma":[0.9971091,0.0002818111,0.0006401831,0.0006509866,0.0005502977,0.0007676851],"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":[0.003782734,0.001089446,0.07708111,0.003231518,0.002834665,0.006031546,0.006285797,0.06577259,0.02356236,0.004464706,0.01797125,0.7878923],"study_design_scores_gemma":[0.0195893,0.007506782,0.1348636,0.006421475,0.00150225,0.01306538,0.002834105,0.004277393,0.08147072,0.008046612,0.7161823,0.004240077],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600917,0.003174172,0.02873448,0.0009660444,0.002615541,0.0004031423,0.00009596693,0.00006930388,0.1038496],"genre_scores_gemma":[0.991483,0.0008493663,0.004453168,0.00009590408,0.00190309,0.000001412463,0.00002044101,0.00009363278,0.001100035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7836522,"threshold_uncertainty_score":0.9997553,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008830917,0.00103901,0.0009642327,0.0005355696,0.0005639567,0.0005167968,0.001306024,0.0006869697,0.02530159],"category_scores_gemma":[0.0005737958,0.001106511,0.0004762773,0.001239011,0.0005569636,0.0004618877,0.001041533,0.001383202,0.01839487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525742,"about_ca_system_score_gemma":0.0005544682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195277,"about_ca_topic_score_gemma":0.003440451,"domain_scores_codex":[0.9933762,0.0002236965,0.001047965,0.001292287,0.001520196,0.002539688],"domain_scores_gemma":[0.9958884,0.0003669224,0.0001708532,0.001959636,0.0004069503,0.001207231],"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":[0.0009322067,0.001141946,0.01002997,0.003580357,0.001479927,0.001670133,0.005562516,0.0004354119,0.06837938,0.005164803,0.2906676,0.6109558],"study_design_scores_gemma":[0.002142787,0.001199617,0.01065196,0.0005836232,0.000191393,0.0001709609,0.0009189522,0.0220679,0.03852811,0.001227434,0.920129,0.002188267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3930769,0.004057809,0.002484904,0.00193397,0.004660653,0.001736531,0.0003199249,0.001343319,0.590386],"genre_scores_gemma":[0.8962274,0.001161856,0.0006709589,0.0005387018,0.003326112,0.00009713525,0.0001252057,0.0002945285,0.09755813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6294614,"threshold_uncertainty_score":0.9991385,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001963236,0.0002676894,0.0002624113,0.000104271,0.0001062416,0.0001376812,0.0003781518,0.0001739408,0.05923872],"category_scores_gemma":[0.00003696926,0.0002792968,0.0001456851,0.000385476,0.00005726108,0.0001526732,0.0001307461,0.0005172972,0.0135698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007268527,"about_ca_system_score_gemma":0.00006990037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007128717,"about_ca_topic_score_gemma":0.0001506256,"domain_scores_codex":[0.9981051,0.00004684722,0.0002872942,0.0003252279,0.0004525144,0.0007830013],"domain_scores_gemma":[0.9990169,0.00007082347,0.00001556736,0.0005579442,0.00004345433,0.000295266],"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":[0.00004706024,0.00008534745,0.0008511354,0.0002357819,0.00008847541,0.0001503321,0.0002769912,0.0006818355,0.000945953,0.0009147408,0.03986797,0.9558544],"study_design_scores_gemma":[0.0006377615,0.0001362918,0.00889722,0.00009578224,0.00003117072,0.00002149401,0.00007343874,0.008801157,0.001754229,0.00101322,0.9780129,0.0005253387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2457422,0.001251818,0.00007495034,0.0005908398,0.0002984191,0.0002242508,0.00002824903,0.0002255206,0.7515637],"genre_scores_gemma":[0.742963,0.001942487,0.0001884341,0.0001550629,0.0005749858,0.0000200036,0.00001947139,0.00007153514,0.254065],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9553291,"threshold_uncertainty_score":0.9999659,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004824998,0.000308673,0.0003290505,0.0001649329,0.00007373394,0.000172115,0.0004771088,0.0002051588,0.001934433],"category_scores_gemma":[0.0002782587,0.0003157447,0.0001339509,0.000421709,0.00006608449,0.0002074527,0.0004933952,0.0006206803,0.006159629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658957,"about_ca_system_score_gemma":0.0002250592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223401,"about_ca_topic_score_gemma":0.0002778588,"domain_scores_codex":[0.9976386,0.00006879827,0.000331368,0.0003632956,0.0007289663,0.0008690063],"domain_scores_gemma":[0.998396,0.00008834586,0.00003477618,0.0006672773,0.0001705867,0.0006430168],"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":[0.0002171084,0.0003744813,0.01211277,0.0008645184,0.0003909834,0.0007652452,0.002728041,0.003355356,0.001935345,0.01159116,0.4599019,0.5057631],"study_design_scores_gemma":[0.001330904,0.0003347278,0.002906932,0.0001078897,0.00004602291,0.00003402118,0.0006006573,0.02357279,0.002151983,0.002595105,0.9656232,0.0006957748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1550311,0.002766961,0.001698369,0.001593338,0.001790293,0.0004670532,0.00005701375,0.0004292064,0.8361666],"genre_scores_gemma":[0.9206216,0.0002899043,0.0003635353,0.0001518949,0.000924157,0.00002750537,0.00002953249,0.00009190445,0.07749999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7655904,"threshold_uncertainty_score":0.9999295,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001669038,0.0002009489,0.000237305,0.00007549532,0.00008135556,0.0001545361,0.0002336617,0.0001451589,0.009962142],"category_scores_gemma":[0.0001811363,0.0002231088,0.0001375141,0.0004461899,0.00003322532,0.0001081867,0.0004268567,0.0005014007,0.003014219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007101156,"about_ca_system_score_gemma":0.0001747589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002795854,"about_ca_topic_score_gemma":0.000269893,"domain_scores_codex":[0.9983686,0.00005440327,0.0002337984,0.0003127167,0.0004196718,0.0006108449],"domain_scores_gemma":[0.9989843,0.00009643805,0.00001738572,0.0005441062,0.0001274152,0.000230334],"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":[0.0000605833,0.0003839293,0.01291843,0.001713883,0.0005236112,0.003709341,0.001086271,0.001570118,0.02586024,0.01742847,0.1309078,0.8038374],"study_design_scores_gemma":[0.0007610723,0.0001031781,0.0103814,0.0001605912,0.00004933713,0.00006561023,0.0004415446,0.0121594,0.02807888,0.001469728,0.9457082,0.0006210878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2080215,0.004692296,0.001818651,0.002669243,0.001524186,0.0002407633,0.00005875251,0.0002915957,0.780683],"genre_scores_gemma":[0.8786688,0.001132933,0.0003917102,0.0001711138,0.0005937213,0.00001495007,0.00003519407,0.00006265449,0.1189289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8148004,"threshold_uncertainty_score":0.997762,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004864756,0.0002936134,0.0004404997,0.001729264,0.0006502818,0.0005370177,0.0003843808,0.0003815742,0.0007350473],"category_scores_gemma":[0.00105712,0.0002671813,0.0002161576,0.001536047,0.000223122,0.0007644734,0.0001932933,0.003181528,0.0001973088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064417,"about_ca_system_score_gemma":0.0007605718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005803925,"about_ca_topic_score_gemma":0.00005969252,"domain_scores_codex":[0.9951056,0.0005657976,0.0009301938,0.000346412,0.002155302,0.0008966849],"domain_scores_gemma":[0.9974167,0.0001926043,0.0002476288,0.0003144996,0.001157957,0.0006705525],"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":[0.001004851,0.0004986781,0.001025636,0.001170786,0.0004774196,0.0003111834,0.002046568,0.0102811,0.02814427,0.00491326,0.002735868,0.9473904],"study_design_scores_gemma":[0.0298916,0.01603869,0.09349443,0.003357976,0.0002783598,0.004856547,0.008527443,0.03832545,0.2041797,0.04293926,0.5550444,0.003066099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814923,0.01761364,0.04419184,0.02195149,0.003440476,0.003774212,0.00004304273,0.0001975315,0.02729548],"genre_scores_gemma":[0.9838277,0.01055674,0.0002611302,0.00003897587,0.001388448,0.00003887484,0.000003419651,0.00006551381,0.003819156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9443243,"threshold_uncertainty_score":0.9999781,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001426176,0.000225019,0.000242683,0.0001259267,0.0001535259,0.00005059399,0.0003195746,0.0001478961,0.004388659],"category_scores_gemma":[0.00009055778,0.0002353151,0.0001269844,0.000349493,0.00007587665,0.0001305148,0.0002814547,0.0004912391,0.004626627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006774452,"about_ca_system_score_gemma":0.00007980985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004053671,"about_ca_topic_score_gemma":0.00007777178,"domain_scores_codex":[0.9983289,0.00003402844,0.0002438282,0.0002709967,0.0004601734,0.0006620701],"domain_scores_gemma":[0.999112,0.00007773212,0.00002085969,0.0004782181,0.00006592496,0.0002453325],"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":[0.0001997435,0.0006134794,0.01641416,0.001441304,0.0005952074,0.003615831,0.004398966,0.002925412,0.01123224,0.01022324,0.5030209,0.4453195],"study_design_scores_gemma":[0.0008348569,0.0001835605,0.0140086,0.00007103934,0.00002327671,0.0001155884,0.0001892453,0.01169504,0.003510435,0.0002277501,0.968583,0.0005576301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.258232,0.002119118,0.0004793036,0.0007409268,0.0006805959,0.0002595057,0.00002465921,0.0002721733,0.7371917],"genre_scores_gemma":[0.9106719,0.001188267,0.0001825282,0.00008335288,0.0005447777,0.0000152665,0.00001283867,0.00005702862,0.087244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.65244,"threshold_uncertainty_score":0.9965215,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008203411,0.00080868,0.001450292,0.0001576785,0.0001965679,0.0001826758,0.001106555,0.000493156,0.007887751],"category_scores_gemma":[0.0008185909,0.000634388,0.0006893536,0.0006591845,0.0002942674,0.0001927742,0.000854356,0.001412662,0.004376166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926588,"about_ca_system_score_gemma":0.0001167101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007023524,"about_ca_topic_score_gemma":0.0001018539,"domain_scores_codex":[0.9948023,0.0003384511,0.00128171,0.0009652964,0.0009447726,0.001667493],"domain_scores_gemma":[0.9975361,0.0004183355,0.0001561657,0.001211992,0.0002049714,0.0004724579],"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":[0.00003862048,0.0005319121,0.003047659,0.0176931,0.0001352164,0.0009566974,0.00001701722,0.0000491833,0.0003558057,0.04539277,0.09826115,0.8335209],"study_design_scores_gemma":[0.0007742974,0.0006939973,0.03836122,0.007256985,0.0005949502,0.0001812826,0.00003993749,0.0007483634,0.0005746037,0.008042004,0.9410915,0.001640892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0854743,0.5734708,0.0008877668,0.007423539,0.0007308016,0.002767088,0.000136155,0.001138299,0.3279712],"genre_scores_gemma":[0.5852161,0.403413,0.0005729045,0.001443169,0.0007840256,0.0001589268,0.0001773855,0.0001124311,0.008122065],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8428303,"threshold_uncertainty_score":0.9996107,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001400341,0.0003020284,0.0002894072,0.0001481621,0.00002779393,0.00004838642,0.0002829743,0.000225245,0.0005321584],"category_scores_gemma":[0.000006410309,0.000295199,0.0001347032,0.00001320179,0.00007417117,0.00003491348,0.00009313985,0.0005916285,0.000427612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005644901,"about_ca_system_score_gemma":0.0001050732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001056922,"about_ca_topic_score_gemma":0.00007650264,"domain_scores_codex":[0.998815,0.000006704128,0.0002258996,0.0002211948,0.0004424719,0.0002887398],"domain_scores_gemma":[0.999215,0.00001888536,0.00002757132,0.000438507,0.0000967526,0.0002032526],"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":[0.000002378772,8.796678e-7,7.924213e-7,0.0001086414,0.00005588026,0.00005583187,0.00002237479,0.000007241563,0.00005916904,0.01452773,0.001471061,0.983688],"study_design_scores_gemma":[0.00007296505,0.00003425902,0.000001077817,0.0001052085,0.00001733285,0.000008776643,0.000002299787,0.0001215996,0.00002645492,0.03985809,0.9594581,0.0002938119],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007529081,0.001759486,0.000009160942,0.000006916543,0.0001610051,0.0002250237,0.00004124819,0.0002150623,0.9975746],"genre_scores_gemma":[0.001431479,0.0002167127,0.0001121248,0.00002459921,0.0002259117,0.00002290602,0.0000245932,0.0000882322,0.9978535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9833942,"threshold_uncertainty_score":0.99995,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008019868,0.0001061648,0.0001070885,0.00004929791,0.00003314438,0.00004070541,0.0001874971,0.00004330726,0.9985127],"category_scores_gemma":[0.00001748416,0.0001068037,0.00004021662,0.0001964976,0.00001156763,0.00006896965,0.00005196993,0.0001371171,0.997624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002859524,"about_ca_system_score_gemma":0.00001353637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004277425,"about_ca_topic_score_gemma":0.000001011019,"domain_scores_codex":[0.9992608,0.00001173885,0.0001070538,0.0001245343,0.0001857711,0.0003100942],"domain_scores_gemma":[0.999556,0.00002820614,0.000003411297,0.0002332087,0.00002138357,0.0001578038],"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":[0.00001288714,0.000008557544,3.978635e-8,0.00001010691,0.000008968537,0.000006344298,0.000005204909,0.0006724428,0.00003851377,8.235035e-7,0.297593,0.701643],"study_design_scores_gemma":[0.0001004061,0.00005434004,0.00001033565,0.000007586917,0.000003484328,0.00000354813,5.336275e-7,0.004122193,0.0001911756,0.000008731642,0.9953669,0.000130819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004193769,0.00008062598,0.000002713353,0.00005164151,0.000001101041,0.0001019974,0.000007124466,0.0002580977,0.9990773],"genre_scores_gemma":[0.0004299378,0.000001437159,0.00004455531,0.00001003841,0.0001099702,0.00002090263,0.00001103653,0.00003122179,0.9993409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7015123,"threshold_uncertainty_score":0.4355329,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002637994,0.0003378233,0.0003288061,0.0001876725,0.0001286356,0.0001910741,0.000404311,0.0002190188,0.004066506],"category_scores_gemma":[0.00006132941,0.0003553873,0.0001797482,0.0004877874,0.00007067456,0.000165433,0.0003073773,0.0005750736,0.003994552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198429,"about_ca_system_score_gemma":0.00008457246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003737966,"about_ca_topic_score_gemma":0.0006994578,"domain_scores_codex":[0.9976287,0.0000534604,0.000414405,0.0003855778,0.0005745195,0.0009432849],"domain_scores_gemma":[0.9989607,0.0001081981,0.00004005863,0.0006009439,0.00008652993,0.0002036207],"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":[0.0001597098,0.0007936977,0.02901108,0.001585744,0.0003479786,0.001107846,0.0004831914,0.006958121,0.01723852,0.04734638,0.4981171,0.3968506],"study_design_scores_gemma":[0.001046915,0.0001824038,0.02863224,0.0001100526,0.00005418934,0.00003148664,0.0001182616,0.01702787,0.006785054,0.004151778,0.9409888,0.0008709615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1266899,0.002519819,0.002339098,0.000940243,0.0009195483,0.0004175222,0.00006186109,0.0004075993,0.8657044],"genre_scores_gemma":[0.8975788,0.0002751476,0.0003774081,0.00007864017,0.001193163,0.00002831527,0.00004839695,0.00009327103,0.1003269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7708889,"threshold_uncertainty_score":0.9998898,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002579681,0.0002006457,0.0001999322,0.0001073071,0.00008257938,0.0001316148,0.0003619223,0.0001999035,0.009237346],"category_scores_gemma":[0.0001559641,0.0002040902,0.0001053955,0.0002437052,0.00005502913,0.000123306,0.0002810641,0.001008334,0.004169963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002417982,"about_ca_system_score_gemma":0.00007445587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005776674,"about_ca_topic_score_gemma":0.000688652,"domain_scores_codex":[0.9985365,0.00002180358,0.000212873,0.0002509276,0.0003677716,0.0006101456],"domain_scores_gemma":[0.9989976,0.00009338716,0.00002027787,0.0005586373,0.00006864443,0.0002614227],"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":[0.00005356165,0.0001999893,0.01941236,0.0006312985,0.0001853403,0.0002856403,0.0006278955,0.0002033634,0.1169347,0.01990529,0.04200469,0.7995558],"study_design_scores_gemma":[0.0006179774,0.0001283774,0.02590393,0.00005174847,0.00002943499,0.00002660792,0.00009375031,0.01276868,0.01494716,0.001626143,0.9432287,0.0005774426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5887865,0.0002019526,0.0003762332,0.0006941844,0.001497568,0.0002156504,0.00002533133,0.0001867469,0.4080158],"genre_scores_gemma":[0.9546193,0.0001455273,0.0003376943,0.00007574844,0.0007747596,0.00001616196,0.00001122216,0.00005382703,0.04396579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9012241,"threshold_uncertainty_score":0.9966054,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240672,0.00004925691,0.00006899875,0.00008628942,0.00006740051,0.00003393887,0.00007741942,0.00003267517,0.0005548467],"category_scores_gemma":[0.0000581433,0.000055786,0.00001434588,0.0001917078,0.00003021774,0.0003482574,0.00001085855,0.00005837417,0.00001248426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002690571,"about_ca_system_score_gemma":0.00004492682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243155,"about_ca_topic_score_gemma":0.00184842,"domain_scores_codex":[0.9995185,0.00001530565,0.0001479687,0.00008407269,0.00009232682,0.0001418653],"domain_scores_gemma":[0.9996255,0.00005227103,0.000009626936,0.0001221215,0.0001523463,0.0000381104],"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":[0.00002928465,0.0001400362,0.0007416499,0.0002150778,0.00003058338,8.775658e-7,0.001805324,0.04232685,0.8729733,0.04958967,0.006174957,0.02597238],"study_design_scores_gemma":[0.0006678738,0.0002585623,0.009618057,0.00003586003,0.00001083782,0.000001034551,0.001029224,0.9045061,0.07175715,0.006729614,0.005192996,0.0001926879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417106,0.000007379293,0.08453891,0.0001559511,0.00009862675,0.0004527756,0.0001287536,0.00007250068,0.07283447],"genre_scores_gemma":[0.9958684,0.00001001776,0.003499304,0.00002326507,0.00008052309,0.00008510715,0.000132984,0.00001119292,0.0002891518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8621792,"threshold_uncertainty_score":0.6075182,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001635892,0.0002410194,0.0002378028,0.0001306289,0.00009243301,0.000136894,0.0002960408,0.0001561451,0.003672459],"category_scores_gemma":[0.00004231367,0.0002533493,0.0001319698,0.0003527904,0.00004935048,0.0001245269,0.0002261087,0.0004261795,0.003139032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008624828,"about_ca_system_score_gemma":0.00006220424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986887,"about_ca_topic_score_gemma":0.0005402185,"domain_scores_codex":[0.9982427,0.00003519462,0.0002905777,0.0002822097,0.0004371589,0.0007121688],"domain_scores_gemma":[0.9992409,0.0000782514,0.00002593264,0.0004415835,0.00006430951,0.0001489624],"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":[0.0001072731,0.0004641894,0.01878461,0.001190327,0.0002281248,0.0006974649,0.0003056733,0.008811555,0.01804688,0.04403582,0.4182,0.4891281],"study_design_scores_gemma":[0.0009713161,0.0001437112,0.02363091,0.00009735666,0.00004098401,0.00002250512,0.00009166815,0.01769112,0.01215631,0.003914695,0.9405308,0.0007086092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1876801,0.001447431,0.001812325,0.0007096438,0.0006907226,0.0002929343,0.00003928223,0.0003032001,0.8070244],"genre_scores_gemma":[0.9015415,0.0001784128,0.0002065257,0.00005313186,0.0009220567,0.00001756415,0.00003303472,0.00006162656,0.0969861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7138615,"threshold_uncertainty_score":0.9999919,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000227889,0.0002499662,0.0002929296,0.00009675453,0.0001027487,0.0001827249,0.0003056574,0.0001799421,0.009805353],"category_scores_gemma":[0.0002231007,0.0002761715,0.0001689316,0.0005107807,0.00004100613,0.0001478821,0.0005560882,0.0006202316,0.00304414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784709,"about_ca_system_score_gemma":0.0001976178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512537,"about_ca_topic_score_gemma":0.0003326801,"domain_scores_codex":[0.997998,0.0000731679,0.0002874703,0.0003880199,0.0005143988,0.0007389686],"domain_scores_gemma":[0.998763,0.0001155144,0.00002377167,0.0006701327,0.0001480038,0.0002795511],"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":[0.0001107616,0.000592984,0.02911956,0.003169629,0.0007977985,0.005212466,0.001681447,0.002321348,0.0331049,0.01710654,0.1338359,0.7729467],"study_design_scores_gemma":[0.001137736,0.0001693313,0.02100379,0.0002527768,0.0000763061,0.00008653901,0.0006063394,0.01847843,0.02693062,0.001912837,0.9284233,0.0009219185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.406648,0.004510419,0.002321713,0.00359689,0.001882868,0.0003688024,0.00008874925,0.0003896566,0.5801929],"genre_scores_gemma":[0.8762885,0.001159606,0.000355736,0.0001789187,0.0006541872,0.00001987642,0.00004414382,0.00007456367,0.1212245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7945874,"threshold_uncertainty_score":0.9999691,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002675016,0.0003218455,0.0003545214,0.0005712679,0.0004259848,0.0003652394,0.0006229372,0.0002776895,0.005630747],"category_scores_gemma":[0.000638845,0.0002368444,0.0001210758,0.0007148374,0.0004585976,0.0003093412,0.00103276,0.001209563,0.002543884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155028,"about_ca_system_score_gemma":0.0002316294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013444,"about_ca_topic_score_gemma":0.0001779104,"domain_scores_codex":[0.9953906,0.0004680699,0.0003521948,0.0005993741,0.001400966,0.001788812],"domain_scores_gemma":[0.9972497,0.0007902798,0.00002334054,0.0007751338,0.00031844,0.000843098],"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":[0.000340426,0.0002342499,0.05256965,0.001483734,0.000293537,0.0003289878,0.0009199752,0.000002581908,0.01603264,0.02064797,0.2417821,0.6653641],"study_design_scores_gemma":[0.001385823,0.0005982865,0.01193145,0.0004930894,0.00001547064,0.00004395668,0.0003456637,0.0008036652,0.004300914,0.00241052,0.9771011,0.0005700472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6141598,0.0116485,0.0003089391,0.009061129,0.0004761424,0.001037946,0.0003336997,0.000253437,0.3627205],"genre_scores_gemma":[0.8302928,0.009898672,0.00004500092,0.0000325935,0.0005767223,0.000007172216,0.000009994528,0.00009455705,0.1590425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.735319,"threshold_uncertainty_score":0.9982327,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003831501,0.0004165288,0.0004689544,0.0002289816,0.00009616004,0.0002142386,0.0006395679,0.0002941047,0.0156811],"category_scores_gemma":[0.0001057359,0.0004301486,0.0002361674,0.0005440379,0.00005629,0.0002802073,0.00060806,0.000873628,0.02339066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426812,"about_ca_system_score_gemma":0.0001413942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007958814,"about_ca_topic_score_gemma":0.0002026247,"domain_scores_codex":[0.9970595,0.00007275015,0.0004289591,0.0005513736,0.000755516,0.001131862],"domain_scores_gemma":[0.998269,0.0001792723,0.00005223898,0.001012298,0.0001144894,0.0003727566],"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":[0.0004044944,0.0006747621,0.1596457,0.004343287,0.001002337,0.0006810324,0.001974965,0.005552115,0.02023485,0.02551867,0.1784063,0.6015614],"study_design_scores_gemma":[0.00191758,0.0005926012,0.02914607,0.0003206994,0.00007042648,0.00002588181,0.0005083251,0.03637405,0.005711061,0.0012864,0.9227221,0.001324837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5134268,0.001098501,0.0003201402,0.0007549733,0.001527109,0.0006147663,0.00004930587,0.0002971233,0.4819113],"genre_scores_gemma":[0.8692835,0.0005125407,0.0001664756,0.000163328,0.0005685439,0.00002701188,0.0000357811,0.0001134742,0.1291293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7443157,"threshold_uncertainty_score":0.999815,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002980113,0.0005181696,0.0009367657,0.000427786,0.000280188,0.0001214516,0.001242786,0.0004004624,0.004233645],"category_scores_gemma":[0.0006430697,0.0003723314,0.0004937475,0.0005602142,0.0003302208,0.0004570616,0.0007004552,0.002184183,0.0005796882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762035,"about_ca_system_score_gemma":0.0002685791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001823378,"about_ca_topic_score_gemma":0.00011068,"domain_scores_codex":[0.995133,0.0008561435,0.001225376,0.0002600285,0.0008412403,0.00168419],"domain_scores_gemma":[0.9965544,0.0009910712,0.0005521682,0.0006523096,0.0005347292,0.0007153295],"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":[0.003212208,0.002481691,0.3131274,0.001300731,0.00606928,0.002648662,0.01408396,0.005333182,0.02103996,0.0179517,0.1896631,0.4230881],"study_design_scores_gemma":[0.008328486,0.006305297,0.6504886,0.0005986874,0.002477361,0.007431007,0.005184819,0.006036257,0.01028775,0.005289026,0.2949881,0.002584602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432393,0.004199674,0.0009379163,0.006517631,0.003670844,0.0004501615,0.00003331049,0.00006150063,0.04088962],"genre_scores_gemma":[0.9899191,0.001240394,0.000441233,0.0004102131,0.002849304,0.0000114904,0.00000581705,0.0001150097,0.005007401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4205035,"threshold_uncertainty_score":0.9998729,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006068986,0.00008451974,0.0002399388,0.000008153529,0.00006282759,0.00002515653,0.0002350981,0.00001595234,0.00008146528],"category_scores_gemma":[0.00003090567,0.00004895838,0.0001059373,0.0002023124,0.00002142014,0.00003032774,0.0001206159,0.00008332857,0.000004951577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002347857,"about_ca_system_score_gemma":0.00002455915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000221681,"about_ca_topic_score_gemma":0.0006322889,"domain_scores_codex":[0.9990594,0.0001701575,0.0003109958,0.0001109841,0.000214431,0.0001339952],"domain_scores_gemma":[0.9993003,0.0001123885,0.00003903124,0.0004216076,0.0001056836,0.00002099699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005914807,0.000705085,0.006487063,0.1183236,0.0009671014,0.00004092166,0.001221951,0.00006767141,0.01723624,0.6695139,0.00771582,0.1776615],"study_design_scores_gemma":[0.004765313,0.001408205,0.05942999,0.03181649,0.001442226,0.00006252685,0.02796123,0.001513639,0.4983576,0.0008554421,0.3707906,0.001596675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862793,0.03428151,0.0004056318,0.005156431,0.0005822059,0.01490544,0.000650299,0.000173361,0.05756584],"genre_scores_gemma":[0.9988561,0.0004987162,0.000009793775,0.00008727799,0.00001786926,0.0003182421,0.000009096345,0.00001551044,0.0001873908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6686584,"threshold_uncertainty_score":0.1996465,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253795,0.00004817785,0.0000578636,0.00008538678,0.0002118981,0.00008086324,0.0001040857,0.000009001902,0.0000360491],"category_scores_gemma":[0.00006026983,0.0000407661,0.00001337653,0.0004284036,0.000112822,0.0006891287,0.00008448397,0.00005745914,0.0001234191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523977,"about_ca_system_score_gemma":0.00001801262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536493,"about_ca_topic_score_gemma":0.00005487663,"domain_scores_codex":[0.9993502,0.00000285775,0.00006792672,0.0001034807,0.0002680221,0.0002074968],"domain_scores_gemma":[0.999763,0.00001729899,0.000005282954,0.00009438572,0.00008379985,0.00003619444],"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":[0.00001182097,0.00006064362,0.003167525,0.0001049792,0.00008327976,0.000004492922,0.002349934,0.04206277,0.03855113,0.007549737,0.09964547,0.8064082],"study_design_scores_gemma":[0.0001908966,0.00005353181,0.005496352,0.00001988231,0.000006071803,0.00000799285,0.002179511,0.02505023,0.03132008,0.0004384728,0.9350165,0.0002204495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7090098,0.003933766,0.001964711,0.0009196946,0.0009399962,0.0001320255,0.000002819666,0.0005311409,0.282566],"genre_scores_gemma":[0.9827151,0.000633608,0.0002778643,0.00001906322,0.0001192404,0.00001166212,2.031532e-7,0.000003769915,0.01621949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8353711,"threshold_uncertainty_score":0.1662393,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006876047,0.0005444296,0.0005184835,0.0002657247,0.0002073845,0.00021059,0.000647427,0.000367146,0.00877873],"category_scores_gemma":[0.0002485186,0.0005572738,0.0002831036,0.0006633467,0.0001144578,0.0005921937,0.0006068749,0.001052508,0.009480895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213601,"about_ca_system_score_gemma":0.0001199016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009649363,"about_ca_topic_score_gemma":0.0001208988,"domain_scores_codex":[0.996006,0.000116211,0.0005467188,0.0004474795,0.0008696171,0.002013974],"domain_scores_gemma":[0.9977184,0.0002145126,0.00007014622,0.0009760776,0.0001329936,0.0008879012],"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":[0.0001397123,0.0006501737,0.06973986,0.001699002,0.0006487877,0.0002567582,0.003323523,0.0004777982,0.006976705,0.01949814,0.1245434,0.7720462],"study_design_scores_gemma":[0.001257507,0.0002373361,0.03971638,0.0002072824,0.0001189177,0.00008015785,0.0007498049,0.005047572,0.006371123,0.0007158889,0.9441441,0.001353885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.35076,0.009363269,0.002048138,0.001970414,0.004572408,0.001066805,0.0001263947,0.000767858,0.6293247],"genre_scores_gemma":[0.9531519,0.0006698568,0.0003897826,0.0001960857,0.002891138,0.00005762654,0.00004736122,0.0001604558,0.0424358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8196008,"threshold_uncertainty_score":0.9996879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}