{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9fb5a47508d4","filters":{"venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)"}},"results":[{"id":"W2306383182","doi":"","title":"A study on the effects of e-navigation on reducing vessel accidents","year":2015,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis; National Council for Scientific Research; Ministry of Oceans and Fisheries; European Commission","keywords":"Forensic engineering; Engineering","authors":[{"name":"Sun-Bae Hong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231004450047215,"gpt":0.1951254302550091,"spread":0.182815385754537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000442289,0.0005709902,0.0007181681,0.00115804,0.0006504238,0.0001740029,0.001591288,0.0001536094,0.00005975255],"category_scores_gemma":[0.0001955599,0.0005514761,0.0004018806,0.002290182,0.0005969037,0.0007373584,0.00068615,0.000929483,0.00005943266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819456,"about_ca_system_score_gemma":0.0001545635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004066264,"about_ca_topic_score_gemma":0.0001925122,"domain_scores_codex":[0.9967363,0.0005742816,0.000587397,0.00058362,0.0009532424,0.0005651005],"domain_scores_gemma":[0.9954425,0.002187138,0.0003178146,0.001315748,0.0003856159,0.0003512617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0116656,0.02059685,0.1988317,0.003631476,0.009061628,0.01197603,0.01047981,0.02562852,0.005370807,0.3623131,0.2953491,0.04509532],"study_design_scores_gemma":[0.03786746,0.008644107,0.3559189,0.01199894,0.004849956,0.0004191862,0.02261273,0.01505853,0.03735291,0.005794226,0.4904663,0.00901671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3646302,0.00007887771,0.0001419156,0.0006268183,0.0006935386,0.001708664,0.0001332288,0.0004472646,0.6315395],"genre_scores_gemma":[0.9457808,0.000009051597,0.0000593603,0.00005603688,0.00007419598,0.000002412868,0.00006451068,0.00006257762,0.05389111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5811505,"threshold_uncertainty_score":0.9996937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2211378826","doi":"","title":"The Arctic sea routes: marine environmental impacts on effect of the climate change and opening of the passages for international shipping traffic","year":2008,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Climate change; Arctic; The arctic; International shipping; Environmental science; Marine transportation; Oceanography; Business; Environmental protection; Transport engineering; International trade; Engineering; Geology","authors":[{"name":"Mohamed A. Essallamy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01580046225862198,"gpt":0.2162064316678556,"spread":0.2004059694092337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004704879,0.0002893205,0.0004306683,0.0002760307,0.003787857,0.00007992682,0.001498861,0.00008825748,0.00002545273],"category_scores_gemma":[0.0002534,0.0001967106,0.0004626611,0.0006543352,0.003743246,0.0004801949,0.001905957,0.0003870755,0.000001542607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869768,"about_ca_system_score_gemma":0.0001045384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666966,"about_ca_topic_score_gemma":0.004745706,"domain_scores_codex":[0.9977278,0.0005680004,0.0003215503,0.0003333978,0.0005559293,0.0004933538],"domain_scores_gemma":[0.9960014,0.002778637,0.0004637085,0.0005233162,0.0001072913,0.0001256761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002388902,0.0005672714,0.9127963,0.0003105652,0.001190639,0.00009733402,0.005011588,0.00007958222,0.00006591855,0.05801689,0.005774091,0.01370087],"study_design_scores_gemma":[0.00361239,0.0005243639,0.7634207,0.001070758,0.000851825,0.00005534687,0.006150482,0.0004079213,0.0004869878,0.0005132609,0.2221306,0.0007753965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5103163,0.0003115211,0.00001342395,0.01930742,0.0009960885,0.003001141,0.0007357643,0.0001011128,0.4652173],"genre_scores_gemma":[0.9587203,0.0002695209,0.00003150304,0.00006435252,0.0001071893,0.000001969396,0.00001021195,0.00001892184,0.040776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4484041,"threshold_uncertainty_score":0.998968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130330773","doi":"","title":"A comparative study of the implementation of oil spill contingency planning in promoting ocean sustainability and governance : a case study of Ghana and Canada.","year":2020,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Corporate governance; Contingency plan; Business; Environmental planning; Contingency; Environmental resource management; Geography; Economics; Finance; Management","authors":[{"name":"Marvin Bang-gesina Ayoo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008642477797765545,"gpt":0.2012517554479682,"spread":0.1926092776502026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970386,0.0002475606,0.0005521957,0.0001653412,0.0003353553,0.00002913274,0.0005479882,0.00002697581,0.00003304958],"category_scores_gemma":[0.00003964096,0.000242855,0.00007756882,0.00115972,0.0005708991,0.0003215715,0.004838691,0.0002503997,8.828786e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741678,"about_ca_system_score_gemma":0.000122011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5343823,"about_ca_topic_score_gemma":0.7745159,"domain_scores_codex":[0.9980226,0.0003283463,0.0004877371,0.0004558221,0.0004353158,0.000270162],"domain_scores_gemma":[0.9985389,0.0003081316,0.0005497608,0.0003781082,0.00010387,0.0001212646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003597215,0.0009772968,0.9822682,0.0002390517,0.0001709123,0.001054191,0.008353016,0.0002553976,0.00004867252,0.0004550332,0.000229364,0.005589136],"study_design_scores_gemma":[0.004380047,0.001055592,0.7489657,0.0001597059,0.0004216258,0.00005367343,0.2415456,0.0009543795,0.0002106801,0.00009555871,0.001714028,0.000443353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678588,0.00002031298,0.00000379483,0.0003627067,0.00002201685,0.0009400119,0.0000805012,0.00001302648,0.03069881],"genre_scores_gemma":[0.9972953,0.000002046171,0.00002223787,0.00001031551,0.000004937775,5.684665e-7,0.000003173737,0.000009118162,0.002652339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401336,"threshold_uncertainty_score":0.9903339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1847698591","doi":"","title":"From sensors to sense making: Leveraging open-access scientific data to assess Arctic maritime risks","year":2015,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"The arctic; Computer science; Arctic; Sense (electronics); Data science; Computer security; Oceanography; Engineering; Geology","authors":[{"name":"Mark A. Stoddard","is_ca":false},{"name":"Mélanie Fournier","is_ca":false},{"name":"Laurent Étienne","is_ca":false},{"name":"Leah Beveridge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1167939533608433,"gpt":0.2796363910654904,"spread":0.1628424377046471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0005975983,0.0008590138,0.001067237,0.002917318,0.0009748577,0.002739541,0.008247234,0.0002421102,0.000126921],"category_scores_gemma":[0.000302215,0.001044567,0.0002778122,0.004896687,0.0007660922,0.003525167,0.01449198,0.001102409,0.0001314859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230076,"about_ca_system_score_gemma":0.0003099984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133358,"about_ca_topic_score_gemma":0.002943674,"domain_scores_codex":[0.9954376,0.0002631378,0.0006493361,0.001548843,0.0008980825,0.001203055],"domain_scores_gemma":[0.9938293,0.0009833443,0.0002035088,0.003606451,0.000527174,0.0008501916],"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":[0.003375875,0.002539442,0.07970043,0.001065479,0.004531113,0.01715024,0.001952653,0.1329994,0.002757637,0.05372764,0.6751511,0.02504902],"study_design_scores_gemma":[0.002177779,0.0001757581,0.01378633,0.0008947452,0.0006186412,0.0001596378,0.001911333,0.01648542,0.001303616,0.00119379,0.9588742,0.002418754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2918352,0.0003885961,0.01297008,0.00717175,0.005327472,0.004254688,0.007020748,0.005458606,0.6655728],"genre_scores_gemma":[0.9276657,0.000006217878,0.004785096,0.00008058763,0.000140879,0.000002390588,0.0004624905,0.000133789,0.06672283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6358305,"threshold_uncertainty_score":0.9992005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7007839377","doi":"","title":"Administration of EU (+ FTA) and other Fleets Involved in Aquaculture of Salmonids","year":2018,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","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":"Ministry of Defense","keywords":"Aquaculture; Scope (computer science); Administration (probate law); Fish <Actinopterygii>; Marine species; Fish stock","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00908596740256062,"gpt":0.1856490924751801,"spread":0.1765631250726195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002246117,0.0003198672,0.000557798,0.0006191763,0.0003668411,0.00004058332,0.0008663968,0.000166048,0.001355874],"category_scores_gemma":[0.00006461328,0.0003424056,0.0001911383,0.001411974,0.003561458,0.0007593582,0.001289767,0.0003651061,0.00002371375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492217,"about_ca_system_score_gemma":0.00008204056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530348,"about_ca_topic_score_gemma":0.02822925,"domain_scores_codex":[0.9980443,0.0002522521,0.0004563496,0.0005000684,0.0003534784,0.000393562],"domain_scores_gemma":[0.9983582,0.000392242,0.0004017441,0.0005691871,0.0001210177,0.0001576217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002062084,0.00157,0.9336113,0.0001711476,0.0002753609,0.0003803851,0.0004454021,0.00002827987,0.003318672,0.0435962,0.01174059,0.002800595],"study_design_scores_gemma":[0.002847966,0.0008934881,0.6358629,0.0002867938,0.0002740519,0.00006433482,0.001220027,0.0003098221,0.008143048,0.001270874,0.3480253,0.0008013728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3113523,0.00002930117,0.00001868229,0.0004834267,0.00008465105,0.0003627412,0.000148949,0.000039178,0.6874808],"genre_scores_gemma":[0.9001205,0.00001243864,0.0003286782,0.00006894024,0.00002796507,3.666748e-7,0.00003262316,0.00001740448,0.09939108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5887682,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008391561","doi":"","title":"Chapter 11 - Arctic governance","year":2021,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Arctic; Livelihood; The arctic; Corporate governance; Administration (probate law)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01262644729440336,"gpt":0.2085658379731019,"spread":0.1959393906786986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002873742,0.0004716345,0.0007064365,0.0005496602,0.003222328,0.000262705,0.001513888,0.0001692221,0.0009413386],"category_scores_gemma":[0.0002250915,0.0005369264,0.0006359004,0.002157895,0.003214713,0.001196328,0.001687429,0.0006335349,0.0000918707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008088212,"about_ca_system_score_gemma":0.0005513043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009437732,"about_ca_topic_score_gemma":0.05198386,"domain_scores_codex":[0.9965035,0.0005069046,0.0004329757,0.0007759295,0.0008354731,0.0009452663],"domain_scores_gemma":[0.9964645,0.001184014,0.0003902712,0.0009625397,0.0005471341,0.0004515677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002466079,0.0005158368,0.04957948,0.00009634443,0.0004652082,0.002229512,0.001004532,0.00001325717,0.00004141862,0.9189811,0.02389651,0.002930227],"study_design_scores_gemma":[0.0009283843,0.00004694378,0.0270599,0.0002578193,0.0003132697,0.00005044586,0.003057672,0.00002521725,0.0001238204,0.002129264,0.9653572,0.0006501078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003376675,0.0003413963,0.0001221887,0.01757042,0.0003877409,0.0003959378,0.0002501414,0.000204179,0.9773513],"genre_scores_gemma":[0.5545998,0.0001545626,0.000207415,0.0001665599,0.0001350942,3.523748e-7,0.0000202947,0.00002531143,0.4446907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9414607,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058609087","doi":"","title":"Navigating the operational &amp; permitting requirements for shipping in the Canadian Arctic: a visualization tool for shipping companies","year":2015,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Visualization; Data visualization; Key (lock); Component (thermodynamics); Process (computing); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03646089887887881,"gpt":0.2682969111596911,"spread":0.2318360122808122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001014271,0.0003258527,0.0003688103,0.0004757238,0.002293054,0.0006629564,0.001406288,0.0000659543,0.0005416339],"category_scores_gemma":[0.0001936551,0.000295102,0.0002928743,0.001303771,0.0005301372,0.0004450922,0.0006074689,0.0005810023,0.000006826149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379783,"about_ca_system_score_gemma":0.0007912954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0528139,"about_ca_topic_score_gemma":0.1959292,"domain_scores_codex":[0.9973547,0.0004183078,0.0004718498,0.00047649,0.0006009575,0.0006776387],"domain_scores_gemma":[0.9961948,0.001981714,0.0002661721,0.0006018397,0.0007490867,0.0002064314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001214444,0.001147017,0.3065835,0.0004060813,0.000804144,0.000112813,0.004601276,0.001185416,0.0002391824,0.5992458,0.03152826,0.05293205],"study_design_scores_gemma":[0.004633109,0.0002217735,0.02537641,0.000793069,0.000362295,0.000017914,0.0122463,0.01692309,0.00008030584,0.002499734,0.9358452,0.001000797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09892328,0.0001152065,0.007449065,0.02371882,0.0005023765,0.008028824,0.001212153,0.0001524358,0.8598979],"genre_scores_gemma":[0.9434036,0.000001129705,0.0006856629,0.0001724099,0.0001541441,0.00001288949,0.000468547,0.00002678276,0.05507482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.904317,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991969718","doi":"","title":"Investigation of the preparedness of maritime education and training institutions (METIs) of seafarer’s top supplying countries in the introduction of the maritime autonomous surface ship (MASS)","year":2021,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Maritime Navigation and Safety","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":"Training (meteorology); Maritime industry; Preparedness; Maritime safety; Government (linguistics); Unmanned surface vehicle","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01274332309644429,"gpt":0.1894141359605791,"spread":0.1766708128641348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006294635,0.0004257953,0.0008028882,0.0006411424,0.0005940982,0.00009506378,0.001355184,0.0002124291,0.0001282863],"category_scores_gemma":[0.0002113383,0.0003889705,0.0004297466,0.003121975,0.002226993,0.000933813,0.0007454098,0.0007249311,0.00000118132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569869,"about_ca_system_score_gemma":0.001072907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132946,"about_ca_topic_score_gemma":0.002689353,"domain_scores_codex":[0.9966128,0.0007701328,0.0009757049,0.0005001658,0.0007142305,0.0004269916],"domain_scores_gemma":[0.996242,0.001062581,0.0006303835,0.001222163,0.0007175465,0.0001252536],"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":[0.001213062,0.001808102,0.4131857,0.004743178,0.001654179,0.0001502133,0.01243722,0.01779139,0.02111991,0.5032034,0.01178563,0.010908],"study_design_scores_gemma":[0.008187422,0.000434901,0.6195166,0.005455002,0.003182096,0.0006916809,0.0344907,0.01166285,0.06277709,0.00940943,0.2410494,0.003142906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7566898,0.0008421336,0.0004598524,0.004839889,0.001120852,0.002155048,0.001514094,0.0001754993,0.2322028],"genre_scores_gemma":[0.9877131,0.00006243214,0.0005240015,0.00004753764,0.00005882149,0.000002306728,0.0001587976,0.00003380917,0.0113992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.493794,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7045123717","doi":"","title":"Analysis of the pros and cons of the acquisition of training ships by METIs","year":2023,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"cons; Metis; Training (meteorology); Work (physics); Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01106638529910998,"gpt":0.1953605977607651,"spread":0.1842942124616551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003282327,0.0002759831,0.0006802455,0.001139021,0.0005725048,0.00005849436,0.001344945,0.00006860073,0.001990832],"category_scores_gemma":[0.00003717124,0.0002359018,0.0006638049,0.005296225,0.001804379,0.000173475,0.001964355,0.0003840687,0.000001918401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005330001,"about_ca_system_score_gemma":0.0002190748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538624,"about_ca_topic_score_gemma":0.001270313,"domain_scores_codex":[0.9976444,0.0004204375,0.0004959663,0.0004000976,0.0006514786,0.0003876533],"domain_scores_gemma":[0.996887,0.001141273,0.0005672764,0.0009271321,0.0003485173,0.0001288485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007529887,0.001306194,0.8164303,0.0004257451,0.005448091,0.00005291435,0.001219255,0.0002440451,0.01159883,0.1035238,0.02699648,0.03200144],"study_design_scores_gemma":[0.004592003,0.0003559638,0.7610103,0.0009036055,0.006866099,0.000009173791,0.01044327,0.005410428,0.01439699,0.001225767,0.1935771,0.001209289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3548199,0.00005539844,0.0001032235,0.002555179,0.0001116212,0.001113767,0.002231612,0.00005451115,0.6389548],"genre_scores_gemma":[0.8623176,0.000006379313,0.00003638125,0.00001188917,0.00001298606,8.552787e-7,0.00007901571,0.00001364558,0.1375212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5074977,"threshold_uncertainty_score":0.9989215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036186852","doi":"","title":"Approaches to teamwork and leadership training in maritime education and training institutions : a comparative analysis of the perspectives of seafarers towards teamwork and leadership across different regions","year":2019,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","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":"Teamwork; Training (meteorology); Work (physics); Management training","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.15758498165185,"gpt":0.2349501484837497,"spread":0.07736516683189976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002293536,0.0003378937,0.0008374025,0.000493683,0.000584246,0.00009254411,0.0006311236,0.0001495335,0.00003831255],"category_scores_gemma":[0.00005666693,0.0002166321,0.0002896826,0.002630738,0.001810322,0.0003997348,0.0007406286,0.0004364428,7.734649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877168,"about_ca_system_score_gemma":0.0001284181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171476,"about_ca_topic_score_gemma":0.02051795,"domain_scores_codex":[0.9978893,0.0003945015,0.0003598962,0.0006202631,0.0002541967,0.0004818217],"domain_scores_gemma":[0.9982299,0.0008917676,0.0002715967,0.0002761841,0.0001229557,0.0002076553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001971777,0.001861335,0.7643625,0.0004101098,0.002422062,0.00005820184,0.05934287,0.0003187385,0.002535964,0.1074473,0.0007042162,0.05856492],"study_design_scores_gemma":[0.000594563,0.0002257941,0.7635938,0.0003783616,0.0004116037,0.00002735118,0.2273472,0.0002613067,0.00007108428,0.0002258988,0.006428882,0.0004341328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466323,0.0004358544,0.000012095,0.002933883,0.00007417677,0.0006303841,0.0002700078,0.00003696105,0.04897436],"genre_scores_gemma":[0.9819446,0.00002778417,0.00008278913,0.00006123066,0.0000280239,0.000001475174,0.00005231324,0.000003895429,0.01779787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1680043,"threshold_uncertainty_score":0.997355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009802680","doi":"","title":"The feasibility analysis of the third Euro-Asia Continental Bridge","year":2009,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Concordia University; University of Toledo; North Carolina State University; University of Pennsylvania","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01204437229360253,"gpt":0.1803038822319252,"spread":0.1682595099383227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003835997,0.0004719577,0.0008143118,0.001272646,0.001799055,0.00042725,0.002571207,0.0001121311,0.0001098385],"category_scores_gemma":[0.00006340814,0.0003918292,0.001251583,0.004183324,0.00161559,0.001597571,0.001078925,0.000550635,0.00002464867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864765,"about_ca_system_score_gemma":0.000115468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185934,"about_ca_topic_score_gemma":0.01265299,"domain_scores_codex":[0.9974862,0.000115207,0.0006450115,0.0005903809,0.0004884809,0.000674693],"domain_scores_gemma":[0.9968911,0.0005518174,0.0007400708,0.001408607,0.000326689,0.00008174822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001363993,0.001019226,0.7052834,0.0001108103,0.002044235,0.0001911289,0.0001216077,0.0002899583,0.0002977563,0.2592756,0.02692291,0.003079434],"study_design_scores_gemma":[0.0009273859,0.00003102602,0.7302076,0.00007405553,0.001812226,0.000007374862,0.0003227424,0.0006274566,0.00008200846,0.0008589511,0.2646217,0.0004274635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2616808,0.00008998851,0.00005216274,0.004794487,0.000349696,0.000685037,0.0002649647,0.0001898767,0.731893],"genre_scores_gemma":[0.9087549,0.00001268909,0.0000193883,0.0002758832,0.0001252544,2.997864e-7,0.00008011962,0.00002186771,0.09070959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6470742,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6982458306","doi":"","title":"Improving the performance of multi-stakeholder partnerships for sustainable development in coastal areas : Sweden (Hanö Bay) as a case study","year":2025,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Stakeholder; Sustainability; Corporate governance; Sustainable development; Focus group; Situated; Coastal management; Stakeholder engagement; Collaborative governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06980030341674204,"gpt":0.3039033219295095,"spread":0.2341030185127675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006364011,0.0004113512,0.000596481,0.001095022,0.001440644,0.0001118651,0.001066953,0.0001854447,0.0001142245],"category_scores_gemma":[0.0001674498,0.0003979446,0.000286928,0.001871126,0.0009095297,0.0006819426,0.001347116,0.0009734649,0.000005490644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638117,"about_ca_system_score_gemma":0.0006259014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745713,"about_ca_topic_score_gemma":0.01185012,"domain_scores_codex":[0.9974406,0.0004250087,0.0005836581,0.0005686815,0.0002627034,0.000719322],"domain_scores_gemma":[0.9962255,0.002133481,0.0003381231,0.0005995277,0.0005058302,0.0001974884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01441372,0.01856029,0.822741,0.002448496,0.004145588,0.02016626,0.004033155,0.001128838,0.004129061,0.05652753,0.01354419,0.03816183],"study_design_scores_gemma":[0.01364913,0.0006969864,0.02197151,0.0004539255,0.001691039,0.0005139806,0.04732461,0.00630183,0.01546695,0.0001555684,0.8903541,0.001420384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796108,0.0001070592,0.0001095996,0.0005103746,0.000166107,0.002067751,0.0001031063,0.00008639084,0.1172389],"genre_scores_gemma":[0.7680403,0.000008517659,0.0001235002,0.00006216812,0.00002140775,0.00000730492,0.00003152613,0.00001916977,0.2316861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8768099,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2190715712","doi":"","title":"Container forecaster : quarter 3, 2014 annual review","year":2014,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","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":"Quarter (Canadian coin); Container (type theory); Computer science; Environmental science; Geography; Engineering; Archaeology","authors":[{"name":"Drewry Shipping Consultants","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01191547071399197,"gpt":0.2066729919885915,"spread":0.1947575212745995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005871105,0.0006404372,0.001045126,0.001105318,0.0009697099,0.0001816602,0.001391282,0.0002001097,0.0006117758],"category_scores_gemma":[0.0002101394,0.0006734422,0.0006794063,0.00138571,0.0006981454,0.001496893,0.0008315154,0.0006196799,0.00007797864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769339,"about_ca_system_score_gemma":0.0001639045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094267,"about_ca_topic_score_gemma":0.001506353,"domain_scores_codex":[0.9962922,0.0006535874,0.0007971469,0.0008092686,0.0007140845,0.0007336618],"domain_scores_gemma":[0.9949345,0.001760211,0.0006551289,0.001417791,0.0008711376,0.0003612501],"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":[0.001530203,0.001902411,0.01968889,0.002517908,0.001102549,0.0004808957,0.0007461145,0.001018828,0.00004034109,0.4281867,0.5341137,0.008671437],"study_design_scores_gemma":[0.003481227,0.0003173314,0.00207987,0.002026006,0.001338221,0.0000989192,0.0005751614,0.01271678,0.0000600516,0.008801186,0.9669648,0.001540471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0026632,0.0004824075,0.02345857,0.003119488,0.0004105016,0.001650263,0.0004533216,0.0005131071,0.9672492],"genre_scores_gemma":[0.5537648,0.0001892861,0.003333928,0.0004932891,0.0002320768,0.000001836482,0.0002925455,0.0001094286,0.4415828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5511016,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6981755292","doi":"","title":"Exploration of the contribution of maritime education and training to the growth of the maritime industry : a case study of Cameroon","year":2021,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"American History and Culture","field":"Business, Management and Accounting","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":"Training (meteorology); Maritime industry; Work (physics); Indian ocean; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01307348309541825,"gpt":0.185274615863878,"spread":0.1722011327684597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003726914,0.0003848759,0.0007434739,0.0006277694,0.0009916307,0.0001031491,0.00120926,0.0001756351,0.00009307428],"category_scores_gemma":[0.0002518159,0.0003143317,0.0004054803,0.003540372,0.001519281,0.001494649,0.001793154,0.0007162745,0.0000020187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214228,"about_ca_system_score_gemma":0.0004203065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007036139,"about_ca_topic_score_gemma":0.01248415,"domain_scores_codex":[0.9974121,0.0004005948,0.0006953358,0.0005029797,0.0006313615,0.0003575878],"domain_scores_gemma":[0.9959529,0.0004666966,0.001161576,0.001027069,0.001322648,0.00006911495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003280398,0.01212056,0.4627165,0.001798827,0.002793635,0.001446488,0.01055235,0.001085812,0.004281607,0.4459915,0.02972078,0.02421153],"study_design_scores_gemma":[0.01198594,0.00105016,0.2875321,0.004716486,0.00871041,0.00131642,0.31964,0.001148881,0.005760839,0.004989554,0.3497768,0.003372432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464371,0.0002582848,0.0001318641,0.003504016,0.0005197553,0.001948828,0.0002369931,0.0000683476,0.1468948],"genre_scores_gemma":[0.9754163,0.000006328012,0.00005582294,0.0001596663,0.0001015096,0.000002542813,0.00004075716,0.00002754488,0.02418952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441002,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2234703704","doi":"","title":"Transarctic routes : impact and opportunities for ports","year":2009,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Business; Computer science","authors":[{"name":"A. M. Abdul Rashid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.025153954378673,"gpt":0.2401696041076462,"spread":0.2150156497289732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003746612,0.0004522359,0.0006910551,0.001021173,0.003026669,0.0002678631,0.0009460792,0.0001544422,0.0001110303],"category_scores_gemma":[0.00009287297,0.0004667178,0.0005796169,0.000983251,0.002531589,0.0012601,0.0003620516,0.0003910931,0.000004313758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773077,"about_ca_system_score_gemma":0.0004472243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756658,"about_ca_topic_score_gemma":0.004581574,"domain_scores_codex":[0.9973926,0.0003379048,0.0003817463,0.0005598042,0.0004801028,0.0008478599],"domain_scores_gemma":[0.9971254,0.001271971,0.0002924957,0.000525739,0.0003035768,0.0004808233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002428707,0.001482758,0.03322838,0.0002661308,0.001610223,0.001766926,0.006466284,0.00003912215,0.00006182362,0.7862765,0.1011338,0.06523938],"study_design_scores_gemma":[0.001671427,0.000392205,0.03055049,0.0002389087,0.0006476829,0.00004840036,0.007071315,0.00009166405,0.00003548031,0.006520092,0.95184,0.0008922783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01005378,0.0005143046,0.0004037323,0.02776,0.000180989,0.001059249,0.0004790474,0.0002981203,0.9592508],"genre_scores_gemma":[0.7189549,0.0001908636,0.0002392622,0.0001894231,0.0001102346,5.867689e-7,0.00003154068,0.00002068668,0.2802625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8507063,"threshold_uncertainty_score":0.9997784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7047171490","doi":"","title":"Examining the use of blended learning in maritime education and training","year":2021,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Blended learning; Training (meteorology); Experiential learning; Electronic learning; Active learning (machine learning); Higher education; Educational technology; Maritime industry; Teaching method","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02346252772931718,"gpt":0.2062858107899063,"spread":0.1828232830605892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000322218,0.0003831595,0.0006060945,0.001055353,0.0007498892,0.0002977972,0.0008220348,0.00008747928,0.003457593],"category_scores_gemma":[0.0001030099,0.00040725,0.000256477,0.002162772,0.0009471211,0.0005115976,0.001675239,0.0009088978,0.00000675949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136296,"about_ca_system_score_gemma":0.001008044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320661,"about_ca_topic_score_gemma":0.003512281,"domain_scores_codex":[0.9970597,0.0006567441,0.0005323933,0.0006395096,0.0005254172,0.0005862367],"domain_scores_gemma":[0.9961311,0.00208888,0.0003524648,0.0007735928,0.000435012,0.0002189284],"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":[0.0006833692,0.002086767,0.4070298,0.0002910135,0.0007041204,0.0006488748,0.001152405,0.0003286287,0.002162847,0.108422,0.01102192,0.4654683],"study_design_scores_gemma":[0.002593104,0.0001899949,0.1939926,0.0007529553,0.0003867417,0.00005613626,0.01175266,0.002414183,0.0006678957,0.0005966199,0.7857129,0.0008842665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1151306,0.0001756569,0.0002562309,0.002677288,0.0001646827,0.0007706043,0.000166797,0.00008391667,0.8805743],"genre_scores_gemma":[0.6847959,0.00001916181,0.0004642178,0.0000345585,0.00004601476,0.000001393792,0.0001019441,0.0000233592,0.3145135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.774691,"threshold_uncertainty_score":0.9998379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193356597","doi":"","title":"Research on the variation of ice condition in the key areas of the Arctic Northwest Passage","year":2014,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","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":"Arctic; Variation (astronomy); Key (lock); Physical geography; Geography; Climatology; Geology; Oceanography; Computer science","authors":[{"name":"Wei Jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01256936250177122,"gpt":0.1923979009893817,"spread":0.1798285384876105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328007,0.0002807101,0.0004089052,0.000720714,0.001210379,0.0001090663,0.002164901,0.0001110405,0.0002872814],"category_scores_gemma":[0.0002600941,0.0001922124,0.0003211433,0.002640876,0.002030404,0.000532924,0.0003933295,0.0009714607,0.00001959611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184784,"about_ca_system_score_gemma":0.000194449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01229138,"about_ca_topic_score_gemma":0.02936614,"domain_scores_codex":[0.9960001,0.001686256,0.0004364663,0.0004061246,0.000977041,0.0004940012],"domain_scores_gemma":[0.9909769,0.007060329,0.0004279303,0.001064801,0.0003678011,0.0001022441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095162,0.0008490584,0.7200842,0.000250148,0.000294135,0.0001563203,0.001363245,0.002657815,0.00004073511,0.2675156,0.00198333,0.003710286],"study_design_scores_gemma":[0.0008880649,0.000279849,0.9538157,0.0004165898,0.000205492,0.00003178529,0.00325512,0.003429063,0.00005083665,0.004161675,0.03314934,0.0003164875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.333245,0.0000293928,0.0001552109,0.005832307,0.0002530967,0.001018989,0.0005495916,0.00004083474,0.6588756],"genre_scores_gemma":[0.9823844,0.00001495322,0.00004995601,0.0001412597,0.0000514849,3.441129e-7,0.0001112953,0.0000099069,0.01723634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6491395,"threshold_uncertainty_score":0.9942859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}