{"meta":{"query_hash":"a1540bb49735","filters":{"venue":"Journal of Coastal Research"},"cohort_total":110,"direct_labels_cover":0,"predictions_cover":110,"exported":110,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a1540bb49735","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Coastal+Research"},"results":[{"id":"W126153728","doi":"","title":"RELATIONSHIP BETWEEN GRAIN SIZE AND HEAVY METALS IN SEDIMENTS FROM BEACHES ALONG THE COAST OF GUYANA","year":2003,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Sediment; Grain size; Heavy metals; Geology; Zinc; Vanadium; Mineralogy; Copper; Chromium; Nickel; Metal; Cadmium; Environmental chemistry; Oceanography; Metallurgy; Geomorphology; Chemistry; Materials science","score_opus":0.10849306232753073,"score_gpt":0.3635931570853403,"score_spread":0.2551000947578096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126153728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973143,0.0003557566,0.00016247909,0.0006603649,0.000053990665,0.0002040054,0.000018194902,0.0000015173598,0.0012293879],"genre_scores_gemma":[0.9978178,0.000060118782,0.0017602472,0.000024729008,0.000037757032,0.000004273454,0.0000011779597,0.000014043668,0.000279849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955545,0.0015463847,0.0006954975,0.0001852641,0.0016538763,0.00036446168],"domain_scores_gemma":[0.9951369,0.0041579427,0.00022670192,0.00026216885,0.000023047594,0.00019320463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009438505,0.000117511736,0.0002993795,0.000110235495,0.00013887377,0.00003290213,0.0003596372,0.00008029083,0.00045353046],"category_scores_gemma":[0.003935989,0.00008183417,0.000075996664,0.0004167053,0.0007304241,0.00028625858,0.00030055616,0.0007831461,0.000029869489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005458611,0.000108773835,0.99212265,0.00000679125,0.00002783021,0.000022472701,0.0008968154,0.00020080846,0.004341049,0.00008451043,0.00037353497,0.0017601985],"study_design_scores_gemma":[0.0005684041,0.00018665467,0.98178405,0.000044470868,0.000015685266,0.0000136727085,0.0012062787,0.000012112965,0.00865013,0.005714018,0.0017301297,0.000074390875],"about_ca_topic_score_codex":0.0011019527,"about_ca_topic_score_gemma":0.0008257602,"teacher_disagreement_score":0.0103385765,"about_ca_system_score_codex":0.00016337598,"about_ca_system_score_gemma":0.000054633678,"threshold_uncertainty_score":0.49658403},"labels":[],"label_agreement":null},{"id":"W1577478036","doi":"","title":"Sand Volume and Distribution on the Paraglacial Inner Continental Shelf of the Northwestern Gulf of Maine","year":2003,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Continental shelf; Oceanography; Shore; Bay; Geomorphology; Barrier island; Estuary; Sea level","score_opus":0.031238734574956822,"score_gpt":0.28373924220782265,"score_spread":0.2525005076328658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577478036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99556357,0.0002769576,0.000017789489,0.0014567473,0.00013047358,0.000121309626,0.000091306254,7.014455e-7,0.0023411557],"genre_scores_gemma":[0.99950135,0.00009200582,0.000008996911,0.000019333704,0.000038371552,2.8850374e-7,0.0000075014964,0.0000014472137,0.0003307036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768907,0.00092046685,0.0003210603,0.00008701136,0.0006966073,0.00028581146],"domain_scores_gemma":[0.9982718,0.0009996162,0.00016599821,0.00013878665,0.00034166937,0.000082089384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003168132,0.0000686725,0.00019342535,0.000082965074,0.00021198217,0.000018697534,0.00028522144,0.00007793989,0.00058088586],"category_scores_gemma":[0.00082885806,0.000033848282,0.00007254217,0.00027698878,0.0010544109,0.00007678734,0.000037526097,0.00064234994,0.000011662876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039327584,0.000038014117,0.99769276,0.000015394504,0.000026031843,0.000020464013,0.0001401085,0.00004383325,0.00011358692,0.0004729229,0.0005299507,0.00051366346],"study_design_scores_gemma":[0.0005093109,0.00064148346,0.9940716,0.000040956984,0.000006600903,0.00024683046,0.00044701248,0.00012846617,0.0014755505,0.0010505713,0.0013447885,0.000036841724],"about_ca_topic_score_codex":0.00014604621,"about_ca_topic_score_gemma":0.001763215,"teacher_disagreement_score":0.003937792,"about_ca_system_score_codex":0.0000016143314,"about_ca_system_score_gemma":0.0001676126,"threshold_uncertainty_score":0.6360293},"labels":[],"label_agreement":null},{"id":"W167475253","doi":"","title":"SPATIAL AND TEMPORAL CONSIDERATION FOR CALCULATING SHORELINE CHANGE RATES IN THE GREAT LAKES BASIN","year":2003,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Transect; Structural basin; Geology; Physical geography; Oceanography; Sampling (signal processing); Hydrology (agriculture); Geography; Geomorphology","score_opus":0.1035199790261265,"score_gpt":0.3468926956412115,"score_spread":0.243372716615085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167475253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958771,0.00025675693,0.00059052004,0.0016990416,0.00010869714,0.00028034038,0.000037991802,0.0000016963292,0.0011478981],"genre_scores_gemma":[0.99900967,0.00006661966,0.000553486,0.000072089744,0.00017065031,0.0000014022337,0.000022744622,0.0000020654018,0.00010128139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988153,0.00027578097,0.00023558922,0.00007893875,0.00038073055,0.0002136649],"domain_scores_gemma":[0.9987934,0.0008261944,0.00006421717,0.00004910422,0.00020332,0.00006376309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028405648,0.000060853465,0.0001220031,0.00013953478,0.00014575792,0.00011630914,0.00008002859,0.0000323567,0.00012595409],"category_scores_gemma":[0.00079529063,0.00003643726,0.000034829744,0.00015932329,0.00008833259,0.00020177187,0.000013283719,0.00025596368,0.0000012892132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003025984,0.000031677315,0.78550774,0.000039495466,0.000009159036,0.000120615536,0.0007991534,0.000107155014,0.00006150126,0.00053391134,0.0004606187,0.21202639],"study_design_scores_gemma":[0.0023819625,0.0025903273,0.84425753,0.00014777188,0.000014836943,0.0009647801,0.0045049875,0.10286213,0.00016774195,0.015727887,0.026133846,0.00024622516],"about_ca_topic_score_codex":0.0035685825,"about_ca_topic_score_gemma":0.11210377,"teacher_disagreement_score":0.21178018,"about_ca_system_score_codex":0.0000033882673,"about_ca_system_score_gemma":0.00009877592,"threshold_uncertainty_score":0.90409803},"labels":[],"label_agreement":null},{"id":"W1895578689","doi":"10.2112/jcoastres-d-15-00165.1","title":"Nonlinear Sea-Level Trends and Long-Term Variability on Western European Coasts","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK; Old Dominion University","keywords":"Atlantic multidecadal oscillation; North Atlantic oscillation; Tide gauge; Climatology; Ocean gyre; Oceanography; Pacific decadal oscillation; Sea level; Geology; Environmental science; Thermohaline circulation; Sea surface temperature; Subtropics; Fishery","score_opus":0.11996061374272735,"score_gpt":0.34084512691408075,"score_spread":0.2208845131713534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895578689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934436,0.000030580013,0.00011076863,0.001137413,0.00017487313,0.000048562884,0.00019474419,0.0000035751723,0.004855896],"genre_scores_gemma":[0.99791694,0.00005175756,0.00008590036,0.000032106644,0.00030274922,8.43255e-8,0.0000073942824,0.0000048807374,0.0015982167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973031,0.0006465137,0.00028308228,0.00017585648,0.0012340762,0.0003573375],"domain_scores_gemma":[0.99856484,0.0004273323,0.000110625544,0.00018087243,0.00038884403,0.00032745997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004505477,0.000104373066,0.00017613513,0.0002177928,0.00013834541,0.00010590011,0.00028629228,0.000033267064,0.00035480724],"category_scores_gemma":[0.00028635582,0.000060006532,0.000065585264,0.00020991883,0.00017415914,0.00022855811,0.00005268973,0.000344938,0.00016376695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018278949,0.00006736058,0.6381827,0.000010666444,0.000017196557,0.00009575617,0.000034458793,0.000002527703,0.00048431655,0.0000044486824,0.00020295948,0.3607148],"study_design_scores_gemma":[0.00069017,0.0010290504,0.9966966,0.00011574273,0.0000044356966,0.000044977794,0.000007871009,0.00001835107,0.00022799813,0.00027835806,0.0008108816,0.0000755825],"about_ca_topic_score_codex":0.0001424673,"about_ca_topic_score_gemma":0.0013407257,"teacher_disagreement_score":0.3606392,"about_ca_system_score_codex":0.0000081112985,"about_ca_system_score_gemma":0.00009827074,"threshold_uncertainty_score":0.38848904},"labels":[],"label_agreement":null},{"id":"W191401584","doi":"","title":"Sediment input to foredunes: description and frequency of transport events at Greenwich Dunes, Prince Edward Island, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foredune; Aeolian processes; Fetch; Sediment transport; Greenwich; Geology; Sedimentary budget; Hydrology (agriculture); Digital elevation model; Physical geography; Environmental science; Sediment; Geomorphology; Remote sensing; Geography","score_opus":0.022461583591853716,"score_gpt":0.2733881266293559,"score_spread":0.25092654303750217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W191401584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969005,0.0006594212,0.00026129623,0.0010211184,0.00012916395,0.00015809848,0.000053553435,0.0000017414939,0.00081510504],"genre_scores_gemma":[0.9989086,0.00013916145,0.00028084926,0.00007982147,0.00009393585,2.969367e-7,0.0000107105625,0.0000024907765,0.00048417997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799097,0.000076026154,0.0003424661,0.00012718329,0.001123766,0.0003396187],"domain_scores_gemma":[0.9990565,0.00008866805,0.00011498165,0.00008804845,0.00032000738,0.0003317735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009425653,0.00009232468,0.00020701175,0.00014704542,0.00011737229,0.000015430523,0.00020686521,0.000043533724,0.00014800736],"category_scores_gemma":[0.000082329745,0.00006869657,0.000038516988,0.00029043798,0.000045334622,0.00023932656,0.000014203653,0.00023711254,0.0000045107568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074021344,0.00005562202,0.9546649,0.0001679291,0.000033958022,0.00027394627,0.0005425692,0.0010809756,0.0019113652,0.000029394798,0.0024181125,0.03808103],"study_design_scores_gemma":[0.00044036747,0.0017063263,0.99333286,0.00014843924,0.000008474735,0.00015171635,0.00019148053,0.00030500005,0.0007869873,0.0010252305,0.0018083305,0.00009478376],"about_ca_topic_score_codex":0.14002062,"about_ca_topic_score_gemma":0.82112163,"teacher_disagreement_score":0.681101,"about_ca_system_score_codex":0.000024728271,"about_ca_system_score_gemma":0.00066628575,"threshold_uncertainty_score":0.8657061},"labels":[],"label_agreement":null},{"id":"W1933900608","doi":"10.2112/jcoastres-d-15-00041.1","title":"Nonlinear Change in Sea Level Observed at North American Tide Stations","year":2015,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tide gauge; Sea level; Elevation (ballistics); Climatology; Environmental science; Scale (ratio); Coastal sea; Acceleration; Oceanography; Geography; Geology; Physical geography; Meteorology; Cartography; Mathematics","score_opus":0.48663279213942134,"score_gpt":0.392044744273837,"score_spread":0.09458804786558433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1933900608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980809,0.00008062813,0.000008508896,0.00072582,0.00011808271,0.0001038387,0.0003095199,0.0000019067091,0.0005707873],"genre_scores_gemma":[0.99868214,0.000045625988,0.0006659986,0.000054359334,0.00019556741,6.0820105e-7,0.00006701545,0.0000031983789,0.0002854697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976172,0.00024122003,0.00025908355,0.000098821685,0.0014219256,0.00036176667],"domain_scores_gemma":[0.99857104,0.00014469416,0.0001247054,0.00010581141,0.00069297006,0.00036075537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017870682,0.000070516246,0.00017010368,0.00024211363,0.000088304936,0.000052952364,0.00024892174,0.000016427764,0.00007875197],"category_scores_gemma":[0.00029668346,0.000055930985,0.00004636299,0.00074042316,0.000112384805,0.0002697523,0.00003793878,0.00038633493,0.00015326614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015024825,0.000058401292,0.9705823,0.0000058247138,0.000009858974,0.00008886446,0.00044687305,0.0002496753,0.000031056952,0.0000016457338,0.0009567584,0.027418507],"study_design_scores_gemma":[0.0004425187,0.00062020775,0.9940628,0.00001720535,0.000002016431,0.0000112246635,0.000331286,0.0013076384,0.000050107003,0.00015324948,0.0029418166,0.000059920447],"about_ca_topic_score_codex":0.030027587,"about_ca_topic_score_gemma":0.38681403,"teacher_disagreement_score":0.35678643,"about_ca_system_score_codex":0.000026932994,"about_ca_system_score_gemma":0.00031952292,"threshold_uncertainty_score":0.97643155},"labels":[],"label_agreement":null},{"id":"W1958356532","doi":"","title":"Subannual Erosion and Retreat of Cohesive Till Bluffs, McNab's Island, Nova Scotia","year":2002,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bluff; Fetch; Geology; Erosion; Storm; Precipitation; Aeolian processes; Geotechnical engineering; Hydrology (agriculture); Geomorphology; Oceanography; Meteorology; Geography","score_opus":0.044603499828552974,"score_gpt":0.28639825225830096,"score_spread":0.241794752429748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1958356532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98559946,0.00067563786,0.000059499846,0.0004307977,0.00018995388,0.00010194485,0.00014857005,0.000003340596,0.012790808],"genre_scores_gemma":[0.9964916,0.0007224842,0.00021612545,0.000017145314,0.00013363102,5.1211472e-8,0.000011394444,0.0000041705453,0.002403377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806494,0.0001483404,0.00037448487,0.00013765102,0.0009333382,0.00034126814],"domain_scores_gemma":[0.9985129,0.0004241612,0.00016260687,0.00012233722,0.0005502399,0.00022770597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009989826,0.00010738478,0.0002587498,0.00030937704,0.000087010114,0.00006091088,0.0002333087,0.000069799724,0.0022946135],"category_scores_gemma":[0.00030460584,0.00007703525,0.00007829542,0.00038024702,0.00027747505,0.00030641883,0.00009495241,0.0005020963,0.000065862776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011697178,0.00016694315,0.6545743,0.00016859022,0.00007253126,0.0005427786,0.0010131755,0.00020186995,0.0025186422,0.00016713791,0.015385712,0.3240186],"study_design_scores_gemma":[0.00308839,0.0076395473,0.95378584,0.00041802772,0.000047821864,0.0016557608,0.0016856786,0.012384019,0.0019847187,0.0030953467,0.013763292,0.00045157905],"about_ca_topic_score_codex":0.0029727065,"about_ca_topic_score_gemma":0.031281065,"teacher_disagreement_score":0.32356703,"about_ca_system_score_codex":0.000006514174,"about_ca_system_score_gemma":0.00006815123,"threshold_uncertainty_score":0.9986174},"labels":[],"label_agreement":null},{"id":"W1963612984","doi":"10.2112/jcoastres-d-14-00059.1","title":"Mapping Coastal Information across Canada's Northern Regions Based on Low-Altitude Helicopter Videography in Support of Environmental Emergency Preparedness Efforts","year":2014,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environmental Studies Research Funds","keywords":"Shore; Intertidal zone; Videography; Geospatial analysis; Baseline (sea); Arctic; Geography; Preparedness; Geographic information system; Coastal management; Coastal geography; Environmental resource management; Physical geography; Oceanography; Environmental science; Remote sensing; Geology","score_opus":0.025687019909065717,"score_gpt":0.34478018870057914,"score_spread":0.3190931687915134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963612984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835356,0.000018762898,0.0004359882,0.004019843,0.00027264323,0.00024189634,0.000098500794,0.000004477673,0.011372275],"genre_scores_gemma":[0.9993858,0.00012648328,0.000039829923,0.00011368775,0.0001441731,0.000005854044,0.0000052700057,0.0000072752514,0.00017166251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966406,0.0003222615,0.0006394774,0.00010177719,0.0017597646,0.00053611526],"domain_scores_gemma":[0.99885976,0.00023571753,0.00033308222,0.00014359065,0.00021362735,0.0002142152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027009218,0.00010663512,0.00024310505,0.0002644776,0.0004841348,0.000028970186,0.00030750342,0.000067272515,0.00009851243],"category_scores_gemma":[0.0005155083,0.000089269866,0.00011783656,0.0004185721,0.00044439588,0.0003459709,0.000125843,0.0003718796,0.000005266362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012640848,0.0009702578,0.7301715,0.00036986853,0.00020197383,0.00012265064,0.18681642,0.0016694224,0.00036343496,0.0011128861,0.03191764,0.045019854],"study_design_scores_gemma":[0.0023269276,0.0011135505,0.6687929,0.00045330302,0.000011667884,0.000014232012,0.0911258,0.0003199436,0.00024680616,0.0007268385,0.2344406,0.00042741105],"about_ca_topic_score_codex":0.20130898,"about_ca_topic_score_gemma":0.8561137,"teacher_disagreement_score":0.65480465,"about_ca_system_score_codex":0.00022327578,"about_ca_system_score_gemma":0.0008561286,"threshold_uncertainty_score":0.80400956},"labels":[],"label_agreement":null},{"id":"W1972172410","doi":"10.2112/04-0188.1","title":"ICEM: Integrated Coastal Engineering Model","year":2005,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sediment transport; Sediment; Calibration; Environmental science; Geology; Sedimentary budget; Grid; Coastal engineering; Hydrology (agriculture); Oceanography; Geomorphology; Geotechnical engineering; Geodesy; Physics","score_opus":0.039255210834648176,"score_gpt":0.2929060121074801,"score_spread":0.2536508012728319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972172410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96741164,0.00023407521,0.010612927,0.0012051667,0.00031196643,0.00013372792,0.00015947543,0.000027847704,0.019903172],"genre_scores_gemma":[0.99176425,0.000121801975,0.004612484,0.00003470123,0.00032885233,2.4336845e-7,0.000025034753,0.000006825263,0.0031057901],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99791175,0.00007208017,0.00039505216,0.00012803302,0.0009995265,0.0004935397],"domain_scores_gemma":[0.998679,0.00025082126,0.00009168042,0.00012486047,0.0005290719,0.00032459415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015181634,0.00012519209,0.00020941946,0.00039818863,0.000107081505,0.000118376025,0.0003863385,0.0000651957,0.00064260326],"category_scores_gemma":[0.00033661528,0.000094449104,0.00010963194,0.00045508932,0.00008943958,0.00050311943,0.000087625114,0.0009202522,0.00010590414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005676119,0.000108625136,0.012617194,0.00004193762,0.000057217465,0.0002212026,0.00030134467,0.46383202,0.0018696517,0.0005606402,0.004222902,0.51559967],"study_design_scores_gemma":[0.00048500346,0.00043311284,0.011481029,0.000054843662,0.0000059654403,0.00028665792,0.00023902005,0.963431,0.00019825959,0.00048569098,0.02275631,0.00014310965],"about_ca_topic_score_codex":0.0007215114,"about_ca_topic_score_gemma":0.011754103,"teacher_disagreement_score":0.51545656,"about_ca_system_score_codex":0.000014135714,"about_ca_system_score_gemma":0.00037588252,"threshold_uncertainty_score":0.7036055},"labels":[],"label_agreement":null},{"id":"W1977623714","doi":"10.2112/jcoastres-d-10-00145.1","title":"Time-Series Modeling of Data on Coastline Advance and Retreat","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Autoregressive model; Series (stratigraphy); STAR model; Time series; Stochastic modelling; Geology; Meteorology; Econometrics; Autoregressive integrated moving average; Statistics; Mathematics; Geography","score_opus":0.12521965614509703,"score_gpt":0.3326668740626332,"score_spread":0.20744721791753615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977623714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97346514,0.0005384677,0.0008963497,0.0002782332,0.000124149,0.00010979675,0.00035882572,0.000006544561,0.02422249],"genre_scores_gemma":[0.994306,0.00082207203,0.0034591805,0.000009458567,0.00007982326,6.310227e-8,0.00003238507,0.0000038419594,0.001287175],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99865156,0.00008902374,0.00029890414,0.00013527084,0.0006040655,0.00022119893],"domain_scores_gemma":[0.9990072,0.00018619343,0.00010263928,0.00024305277,0.00031422812,0.00014666577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013234207,0.00007673777,0.00019174907,0.0001817691,0.00007358957,0.000022088343,0.0004247787,0.000033771343,0.00034736446],"category_scores_gemma":[0.00029982463,0.000054662272,0.000028067037,0.0001931634,0.00021412429,0.0006235098,0.00021140916,0.0003435126,0.000018963634],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008586225,0.0002933857,0.06366793,0.00020211183,0.00011529057,0.00051408255,0.00110007,0.007249509,0.00082101335,0.0006035139,0.0014707518,0.9153761],"study_design_scores_gemma":[0.002021309,0.010429547,0.057056006,0.00059431524,0.000041442534,0.0008435484,0.0025965595,0.90009415,0.00066182326,0.01650319,0.008703398,0.00045468143],"about_ca_topic_score_codex":0.00079254765,"about_ca_topic_score_gemma":0.0031266178,"teacher_disagreement_score":0.9149214,"about_ca_system_score_codex":0.0000024700062,"about_ca_system_score_gemma":0.000124021,"threshold_uncertainty_score":0.38033974},"labels":[],"label_agreement":null},{"id":"W1998416729","doi":"10.2112/1551-5036(2004)20[138:nmosra]2.0.co;2","title":"Natural Maintenance of Sand Ridges and Linear Shoals on the U.S. Gulf and Atlantic Continental Shelves and the Potential Impacts of Dredging","year":2004,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Shoal; Geology; Ridge; Oceanography; Barrier island; Dredging; Continental shelf; Beach ridge; Storm; Inlet; Headland; Shore; Seabed; Shoaling and schooling; Paleontology","score_opus":0.014973051494262549,"score_gpt":0.26860888762295304,"score_spread":0.2536358361286905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998416729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953592,0.0010273192,0.000029327819,0.0029663574,0.00007552031,0.00012672886,0.000034809513,0.0000011987466,0.00037957722],"genre_scores_gemma":[0.9978311,0.0019052537,0.00006949846,0.000030084635,0.00007804656,1.208321e-7,0.0000028954732,0.0000024885344,0.000080479906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987215,0.00014637438,0.00028366444,0.00009139243,0.0005277914,0.00022931948],"domain_scores_gemma":[0.9987741,0.0006980956,0.00016028102,0.00007829564,0.00019339597,0.00009582108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018510518,0.00008558668,0.0002316485,0.00010946194,0.00014624222,0.00006543947,0.00015939695,0.000028263936,0.000020663316],"category_scores_gemma":[0.0004599708,0.000039218754,0.00005420254,0.00012978476,0.0009813126,0.00014203791,0.00010819816,0.00040453472,4.4310312e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02638409,0.00033398558,0.6454482,0.000971246,0.0006997338,0.00064967293,0.0073581696,0.0038319284,0.046040263,0.00929713,0.0011783119,0.25780725],"study_design_scores_gemma":[0.004792235,0.0016357854,0.9732653,0.00055284466,0.00003656618,0.0010702361,0.0027371766,0.007224733,0.0018455862,0.0065232622,0.0001744612,0.00014183222],"about_ca_topic_score_codex":0.001953184,"about_ca_topic_score_gemma":0.0017532945,"teacher_disagreement_score":0.32781705,"about_ca_system_score_codex":0.000002674945,"about_ca_system_score_gemma":0.00008224096,"threshold_uncertainty_score":0.3615687},"labels":[],"label_agreement":null},{"id":"W2005520965","doi":"10.2112/jcoastres-d-11-00181.1","title":"Correlation of Tephra Marker Beds in Latest Pleistocene and Holocene Fill of the Submerged Lower Columbia River Valley, Washington and Oregon, U.S.A","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lethbridge College","funders":"Washington State University","keywords":"Tephra; Geology; Holocene; Radiocarbon dating; Pleistocene; Volcano; Sedimentary depositional environment; Tephrochronology; Paleontology; Quaternary; Geomorphology","score_opus":0.026339478076125654,"score_gpt":0.27395868006147267,"score_spread":0.247619201985347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005520965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664265,0.0015219768,0.0000031760437,0.0004368689,0.00016800639,0.00014472257,0.000017468252,0.0000010796273,0.0010640582],"genre_scores_gemma":[0.9989165,0.0005251398,0.00009405748,0.000010922679,0.000032081698,3.9764018e-7,0.0000038276908,0.0000028847412,0.0004141734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787617,0.0006614881,0.00038963434,0.00010028066,0.0005737486,0.00039867443],"domain_scores_gemma":[0.9983239,0.00087898126,0.0001927526,0.00012299015,0.0003289572,0.0001523904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041705244,0.00007276834,0.0002575171,0.00021710838,0.00012725113,0.000017246202,0.00021694394,0.00014812851,0.0005016702],"category_scores_gemma":[0.0007911338,0.000053712545,0.00004512195,0.0003886096,0.0009824298,0.00027413908,0.00008738879,0.00074319396,0.00000497976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005972995,0.000063325875,0.9968303,0.000048224494,0.000022668908,0.000014794875,0.00041674695,0.0000615275,0.00006969563,0.000022578943,0.00044913514,0.0014037243],"study_design_scores_gemma":[0.000620961,0.0003958328,0.99723226,0.00007484093,0.000007889949,0.00016355488,0.00016541297,0.0007065932,0.00009981881,0.000326213,0.00015765926,0.000048936632],"about_ca_topic_score_codex":0.0015355268,"about_ca_topic_score_gemma":0.0086868005,"teacher_disagreement_score":0.0071512735,"about_ca_system_score_codex":0.0000027820263,"about_ca_system_score_gemma":0.00012658535,"threshold_uncertainty_score":0.54929364},"labels":[],"label_agreement":null},{"id":"W2017473164","doi":"10.2112/jcoastres-d-10-00189.1","title":"Evolution of Coastal Defence Structures and Consequences for Beach Width Trends, Québec, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Coastal erosion; Progradation; Shore; Sedimentary budget; Erosion; Storm; Sediment; Breakwater; Beach nourishment; Geology; Oceanography; Coastal management; Accretion (finance); Sediment transport; Natural (archaeology); Geomorphology; Paleontology","score_opus":0.045502773510009226,"score_gpt":0.2776801769860167,"score_spread":0.2321774034760075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017473164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99330467,0.0009446648,0.0003995609,0.0004710133,0.0002552571,0.00011704071,0.0004980889,0.0000034895152,0.0040061967],"genre_scores_gemma":[0.99818057,0.00006792991,0.0011092289,0.000013803675,0.00006863636,4.2238645e-7,0.00001725542,0.0000030797057,0.0005390684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983868,0.00009557019,0.00035831792,0.0001285809,0.00070656557,0.00032414033],"domain_scores_gemma":[0.9985901,0.0003907999,0.00019772328,0.00008980327,0.0005172173,0.00021434198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007893279,0.00009871596,0.00021942993,0.00023073313,0.00014964865,0.000027703738,0.00026396575,0.000042871114,0.00028888596],"category_scores_gemma":[0.00031060659,0.00007235002,0.00005833361,0.00024752534,0.00048923976,0.00021660159,0.000052949465,0.00027532893,3.7325054e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002365218,0.00006587344,0.52583885,0.00016822568,0.00010743025,0.00015481972,0.0010268299,0.00033876707,0.001159957,0.0024893195,0.0059081027,0.46037662],"study_design_scores_gemma":[0.0009268036,0.0028458629,0.9673736,0.00007652291,0.000027308797,0.00049942534,0.0027285516,0.002464057,0.00082608016,0.013686598,0.008323364,0.00022182593],"about_ca_topic_score_codex":0.91472346,"about_ca_topic_score_gemma":0.992745,"teacher_disagreement_score":0.4601548,"about_ca_system_score_codex":0.000020553412,"about_ca_system_score_gemma":0.0022761764,"threshold_uncertainty_score":0.40378392},"labels":[],"label_agreement":null},{"id":"W2020065960","doi":"10.2112/08-1016.1","title":"Wave Transformation and Longshore Sediment Transport Evaluation for the Egyptian Northern Coast, via Extending Modern Formulae*","year":2009,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; Canada Excellence Research Chairs, Government of Canada","keywords":"Submarine pipeline; Sediment transport; Coastal engineering; Shore; Longshore drift; Port (circuit theory); Wave height; Geology; Oceanography; Sediment; Meteorology; Environmental science; Geography; Geomorphology; Engineering","score_opus":0.06393664307133089,"score_gpt":0.3276463201470962,"score_spread":0.2637096770757653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020065960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92338187,0.0006112098,0.070031345,0.0032667771,0.0001748797,0.00086401275,0.00008065179,0.0000075747876,0.0015816635],"genre_scores_gemma":[0.9991141,0.0002065919,0.00032622268,0.000045184646,0.00014791302,0.0000018151894,0.00006343893,0.000003511761,0.00009124906],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979791,0.000080626116,0.00036083176,0.000110778084,0.0011464879,0.00032214314],"domain_scores_gemma":[0.9988206,0.0002584352,0.00010743314,0.000090229594,0.00057577674,0.00014750614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034027086,0.00010128199,0.00014918942,0.00016421292,0.00031720987,0.00007481598,0.00015575966,0.000047761347,0.00008797786],"category_scores_gemma":[0.000057030433,0.00006276516,0.00009786395,0.0001738607,0.000067755995,0.00047985322,0.000008305271,0.00031622278,0.0000018336629],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050947326,0.000028283079,0.003668455,0.000021908028,0.00002288197,0.000007650686,0.0012826547,0.005340973,0.00019075135,0.000043092146,0.000032819135,0.9888511],"study_design_scores_gemma":[0.0011532566,0.0015499635,0.19927506,0.000050251118,0.00004880584,0.00021068977,0.0008714431,0.77934504,0.000098737844,0.015898187,0.0013844825,0.00011407394],"about_ca_topic_score_codex":0.00034598843,"about_ca_topic_score_gemma":0.020757437,"teacher_disagreement_score":0.988737,"about_ca_system_score_codex":0.00001797609,"about_ca_system_score_gemma":0.0001649994,"threshold_uncertainty_score":0.9971112},"labels":[],"label_agreement":null},{"id":"W2020129286","doi":"10.2112/jcoastres-d-10-00160.1","title":"Analysis of Shoreline Changes (1959–2004) in Point Pelee National Park, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"National Ocean Service; National Oceanic and Atmospheric Administration; Met Office","keywords":"National park; Shore; Accretion (finance); Physical geography; Oceanography; Geography; Hydrology (agriculture); Environmental science; Geology; Archaeology","score_opus":0.07740149366720983,"score_gpt":0.3027511308868573,"score_spread":0.22534963721964746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020129286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826027,0.0002487335,0.000050018214,0.000704261,0.00014322052,0.00006674939,0.0002428719,0.0000015626329,0.015939875],"genre_scores_gemma":[0.99906504,0.00014637176,0.0001937605,0.000036860194,0.00006626643,2.2610274e-7,0.000043504067,0.0000021128571,0.0004458638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976514,0.00013138299,0.00039573704,0.000104081024,0.0014245919,0.00029282126],"domain_scores_gemma":[0.99849904,0.00030232585,0.00014562283,0.00008430641,0.00080318656,0.0001655383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021155123,0.00007480544,0.0002695011,0.00094127195,0.000040795458,0.000015288506,0.0002964606,0.00003576067,0.0020480577],"category_scores_gemma":[0.00039585287,0.000057594556,0.00008123991,0.0013125854,0.00009281336,0.00012473196,0.000056068107,0.00037103027,0.0000028166357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008076673,0.00014985794,0.8963735,0.000040803698,0.00036637115,0.0003910509,0.0005473022,0.005062579,0.00009353311,0.00018597071,0.0030730562,0.09290827],"study_design_scores_gemma":[0.00028817038,0.000426865,0.9781121,0.000026790782,0.000029309753,0.00002971752,0.0006906372,0.017604288,0.00005574782,0.0008160986,0.001838988,0.0000812784],"about_ca_topic_score_codex":0.62249285,"about_ca_topic_score_gemma":0.99384856,"teacher_disagreement_score":0.37135577,"about_ca_system_score_codex":0.000027683758,"about_ca_system_score_gemma":0.0010390591,"threshold_uncertainty_score":0.99886423},"labels":[],"label_agreement":null},{"id":"W2036746736","doi":"10.2112/si_62_1","title":"LIDAR Technology Applied in Coastal Studies and Management","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Institut national de la recherche scientifique","keywords":"Geomatics; Lidar; Shore; Remote sensing; Environmental resource management; Geography; Coastal management; Cartography; Environmental planning; Oceanography; Environmental science; Geology","score_opus":0.08203015178679549,"score_gpt":0.3556295767676055,"score_spread":0.27359942498081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036746736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94535494,0.00017276837,0.00021853356,0.0006158505,0.000033745688,0.0001767182,0.0000012635526,0.0000074005306,0.053418804],"genre_scores_gemma":[0.9929585,0.0006225523,0.005906856,0.0000137266725,0.000016532438,0.000002219898,1.1959703e-7,0.0000067824726,0.0004727321],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889153,0.000048545335,0.00023540673,0.0001309258,0.00044679927,0.0002468062],"domain_scores_gemma":[0.9996245,0.00005617107,0.000066360095,0.00013707916,0.000041550014,0.00007435902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011279777,0.000063895415,0.0001389803,0.0002995866,0.000079935955,0.000011371381,0.00018988893,0.000042344396,0.000045789424],"category_scores_gemma":[0.000049379752,0.000050724684,0.000019645862,0.00054123584,0.0005644336,0.0000683354,0.00046492685,0.00035532558,0.00006155181],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061487587,0.0006902111,0.052188512,0.0001406343,0.00019063798,0.0009298765,0.00913824,0.00006452552,0.046834078,0.013118766,0.0069853365,0.8691043],"study_design_scores_gemma":[0.003374311,0.0015493552,0.7365295,0.00041678388,0.000038964597,0.00081149704,0.052170124,0.00013696129,0.027418502,0.12555096,0.05146053,0.00054249243],"about_ca_topic_score_codex":0.00007888782,"about_ca_topic_score_gemma":0.00045387822,"teacher_disagreement_score":0.8685618,"about_ca_system_score_codex":0.000053355627,"about_ca_system_score_gemma":0.000012183034,"threshold_uncertainty_score":0.20796789},"labels":[],"label_agreement":null},{"id":"W2042349702","doi":"10.2112/06-0660.1","title":"The Use of Multipolarized Spaceborne SAR Backscatter for Monitoring the Health of a Degraded Mangrove Forest","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; Western University; Nipissing University","funders":"","keywords":"Mangrove; Synthetic aperture radar; Remote sensing; Backscatter (email); Environmental science; Diameter at breast height; Basal area; Leaf area index; Crown (dentistry); Forestry; Geology; Geography; Ecology; Biology; Materials science","score_opus":0.15750815280490227,"score_gpt":0.356813732164858,"score_spread":0.19930557935995574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042349702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947305,0.0001396104,0.0019585672,0.0022089928,0.00018503117,0.00065183395,0.000036204878,0.000002484243,0.00008679716],"genre_scores_gemma":[0.9958452,0.00035590207,0.002959104,0.000012179457,0.00009626262,0.0000074014715,0.000001089801,0.000018902392,0.0007039497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971812,0.00033423657,0.0006699642,0.00012356228,0.0012067993,0.00048428905],"domain_scores_gemma":[0.99677175,0.0020432558,0.00050682505,0.0003292286,0.00019356252,0.00015534888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030422609,0.00010777462,0.00029246704,0.00008682709,0.00042737383,0.000042211454,0.000559823,0.00004823321,0.00001980411],"category_scores_gemma":[0.0007450048,0.000058188903,0.00019543398,0.00031994554,0.0004830858,0.0002409939,0.00040182544,0.00042816406,0.000007557871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004317266,0.00051932334,0.90773934,0.00025700047,0.00021625687,0.000044877506,0.0039651,0.003476061,0.030902596,0.0001837347,0.015144917,0.033233523],"study_design_scores_gemma":[0.0051409286,0.003830888,0.9095307,0.0005458761,0.000026424834,0.0005311646,0.0038012946,0.019853162,0.0071791625,0.0010799386,0.04815506,0.0003253856],"about_ca_topic_score_codex":0.0016958292,"about_ca_topic_score_gemma":0.0038757126,"teacher_disagreement_score":0.03301014,"about_ca_system_score_codex":0.00017477835,"about_ca_system_score_gemma":0.00013172491,"threshold_uncertainty_score":0.3287057},"labels":[],"label_agreement":null},{"id":"W2066349955","doi":"10.2112/si73-134.1","title":"The Relationship between Marine Biodiversity Conservation and Poverty Alleviation in the Strategies of Rural Development in China","year":2015,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Oak Ridge National Laboratory","keywords":"Poverty; China; Biodiversity; Sustainable development; Environmental planning; Biodiversity conservation; Rural poverty; Environmental resource management; Business; Economic growth; Geography; Ecology; Economics; Biology","score_opus":0.10528492820800388,"score_gpt":0.3274974229688612,"score_spread":0.2222124947608573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066349955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880754,0.000011455093,0.00007319288,0.0047016367,0.000015271093,0.00012915,9.616961e-7,6.1749836e-7,0.0069923266],"genre_scores_gemma":[0.99964094,0.000029193117,0.00009859191,0.000013570982,0.0000085904885,0.0000012832719,0.0000026718792,0.000001010195,0.00020417062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986802,0.00023964245,0.00024202556,0.000043192744,0.00067093136,0.00012401906],"domain_scores_gemma":[0.99937254,0.00039034605,0.00009662735,0.00006376852,0.00003927699,0.00003743219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040182425,0.00004064001,0.0000700759,0.00008149487,0.000094940624,0.000050900628,0.00019046017,0.000017921091,0.000017374965],"category_scores_gemma":[0.0003356443,0.000023029423,0.000013140158,0.00030442566,0.00013059232,0.00027329513,0.00090970204,0.00023105668,0.0000052655582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008669815,0.000032355292,0.97606283,0.0000063389557,0.000003319722,0.0000038077214,0.0013844097,0.00009605104,0.000022390013,0.0008091208,0.0013844506,0.020108199],"study_design_scores_gemma":[0.00037586284,0.0001000963,0.9815869,0.000012534259,0.0000014259225,0.0000027446174,0.005531665,0.000034895107,0.0000130926655,0.009751607,0.0025658316,0.000023355784],"about_ca_topic_score_codex":0.0025281196,"about_ca_topic_score_gemma":0.009946408,"teacher_disagreement_score":0.020084843,"about_ca_system_score_codex":0.00010389454,"about_ca_system_score_gemma":0.00006869926,"threshold_uncertainty_score":0.5550329},"labels":[],"label_agreement":null},{"id":"W2082049024","doi":"10.2112/jcoastres-d-11-00198.1","title":"Elevation-Dependent Multiscale Analysis of a Complex Intertidal Zone","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Transportation","keywords":"Elevation (ballistics); Geology; Intertidal zone; Digital elevation model; Estuary; Geomorphology; Beach morphodynamics; Physical geography; Oceanography; Sediment transport; Geometry; Sediment; Geography; Remote sensing; Mathematics","score_opus":0.06556668101440978,"score_gpt":0.35994451813136036,"score_spread":0.2943778371169506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082049024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888931,0.00002874274,0.0066423286,0.0001376516,0.000105676285,0.000102870596,0.000033153352,0.0000033763063,0.004053091],"genre_scores_gemma":[0.99777675,0.000017762506,0.00078976975,0.000009175134,0.000069720154,0.000002002057,0.000006978267,0.000010186145,0.0013176466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696344,0.00023856133,0.00063538476,0.00011052312,0.0016054204,0.00044667657],"domain_scores_gemma":[0.99875593,0.00030288025,0.00029616928,0.0002147003,0.00015509917,0.00027520477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030474109,0.00009296078,0.00034086875,0.00047703122,0.000081072045,0.000030843363,0.00038653144,0.00005193864,0.0026227145],"category_scores_gemma":[0.00025622192,0.00007430282,0.00020254432,0.0011841196,0.00016477806,0.00040076283,0.00054616446,0.00034903685,0.00013902802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028436122,0.00060657476,0.9040183,0.00002892564,0.0004416899,0.000021294312,0.0011690062,0.0035757395,0.07152616,0.000081285725,0.0016531524,0.016593497],"study_design_scores_gemma":[0.0005979192,0.00033241362,0.9654976,0.000037126258,0.00012163403,0.0000677811,0.0009705132,0.028269239,0.001243205,0.00006298786,0.0026733524,0.00012623848],"about_ca_topic_score_codex":0.0008657031,"about_ca_topic_score_gemma":0.0054763122,"teacher_disagreement_score":0.07028296,"about_ca_system_score_codex":0.00021620264,"about_ca_system_score_gemma":0.000027577042,"threshold_uncertainty_score":0.99828905},"labels":[],"label_agreement":null},{"id":"W2100418448","doi":"10.2112/00-000.1","title":"Field Study of Beach Water Content as a Guide to Wind Erosion Potential","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"","keywords":"Geology; Precipitation; Water content; Shore; Erosion; Hydrology (agriculture); Geomorphology; Geotechnical engineering; Meteorology; Oceanography; Physics","score_opus":0.0771511831311826,"score_gpt":0.3471638834926749,"score_spread":0.2700127003614923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100418448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998128,0.00012988446,0.000105946274,0.00037244664,0.00013473256,0.00017201646,0.000004867443,0.0000012740954,0.0009508064],"genre_scores_gemma":[0.99873716,0.00004272761,0.000104600986,0.000034754783,0.000110127854,1.6356856e-7,0.0000018756226,0.0000023690325,0.00096621196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979137,0.00015081007,0.00039986792,0.00009362884,0.0011717618,0.00027024126],"domain_scores_gemma":[0.9988009,0.00018481434,0.00008885194,0.000103349936,0.0006265629,0.00019552094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012674221,0.00006452036,0.00021957468,0.00021609309,0.00011215806,0.00001659365,0.00028063284,0.000039953,0.00054806104],"category_scores_gemma":[0.00030324046,0.00003802711,0.000066238375,0.00018648144,0.000062937994,0.00015112912,0.000055448385,0.00028282183,0.000036038033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015710317,0.0018514628,0.70330507,0.00035494388,0.00027950262,0.0037834654,0.018213434,0.017378433,0.13408378,0.000011982258,0.0409294,0.06409819],"study_design_scores_gemma":[0.0045956457,0.08056081,0.7250219,0.00042565874,0.000039706465,0.0013722739,0.014860773,0.0014391843,0.16634794,0.0003398065,0.0046809763,0.00031533622],"about_ca_topic_score_codex":0.003937145,"about_ca_topic_score_gemma":0.0006949528,"teacher_disagreement_score":0.07870934,"about_ca_system_score_codex":0.0000031687432,"about_ca_system_score_gemma":0.00012982062,"threshold_uncertainty_score":0.60008836},"labels":[],"label_agreement":null},{"id":"W2103025676","doi":"","title":"Variation in Surface Sediment Deposition on Salt Marshes in the Bay of Fundy","year":2001,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Bay; Salt marsh; Marsh; Sediment; Tidal range; Geology; Hydrology (agriculture); Oceanography; Accretion (finance); Deposition (geology); Environmental science; Sedimentary budget; Estuary; Sediment transport; Geomorphology; Wetland; Ecology","score_opus":0.03372079998492615,"score_gpt":0.31624972914161575,"score_spread":0.2825289291566896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103025676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934396,0.000017411918,0.00034794703,0.00081835204,0.000063615946,0.00018638537,0.0000035554856,0.0000012235105,0.0051219026],"genre_scores_gemma":[0.99956584,0.000082389066,0.00015827434,0.000021080481,0.000029120542,0.0000019247514,0.00000130714,0.0000061842497,0.00013389648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997399,0.0005036287,0.00043222657,0.00010575495,0.0012959264,0.00026350218],"domain_scores_gemma":[0.9991731,0.0004450013,0.00014356153,0.00014321525,0.000039988783,0.000055141038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004551193,0.0000677887,0.00014089889,0.00015453102,0.00004736716,0.000034476983,0.00029111482,0.000047564707,0.0001826458],"category_scores_gemma":[0.00014433352,0.000046753397,0.000043348165,0.0006316969,0.000054722033,0.00021554639,0.00013116225,0.00042325968,0.00003649676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018554414,0.0015062871,0.82496727,0.00006481988,0.000019635336,0.00056472287,0.0040193684,0.095757976,0.057498634,0.0003518488,0.0006452441,0.012748744],"study_design_scores_gemma":[0.0007572702,0.0008631094,0.9844795,0.00016143973,0.0000024903497,0.00011632182,0.00081388897,0.010896515,0.0004805463,0.0010329876,0.00032782144,0.00006811683],"about_ca_topic_score_codex":0.0011000615,"about_ca_topic_score_gemma":0.014947303,"teacher_disagreement_score":0.15951222,"about_ca_system_score_codex":0.00031848653,"about_ca_system_score_gemma":0.000036849044,"threshold_uncertainty_score":0.8340946},"labels":[],"label_agreement":null},{"id":"W2105516620","doi":"10.2112/si70-066.1","title":"Coastal impacts of marine renewables: perception of breaker characteristics by beach water users","year":2014,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Buoy; Tourism; Renewable energy; Oceanography; Surf zone; Recreation; Geography; Wave height; Rip current; Environmental science; Perception; Shore; Engineering; Geology; Archaeology; Political science","score_opus":0.017805463562256273,"score_gpt":0.2722461405214953,"score_spread":0.25444067695923905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105516620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942274,0.000016996557,0.00032270106,0.00027790252,0.0001794608,0.000091966576,0.00032526898,0.0000039821166,0.004554336],"genre_scores_gemma":[0.9974623,0.00023064327,0.00027909514,0.000017987686,0.00015189342,1.8389231e-7,0.00036963602,0.0000077849445,0.001480519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728614,0.00025563006,0.0006816778,0.00014099859,0.001170078,0.00046547895],"domain_scores_gemma":[0.9981744,0.0002850772,0.00027281017,0.00018896114,0.0007997402,0.0002789976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002517533,0.00013770875,0.00039767523,0.00030621502,0.00008243182,0.00004995019,0.0003481951,0.00008798683,0.0012653051],"category_scores_gemma":[0.0003232693,0.00009110438,0.00013546835,0.00022718101,0.00029204905,0.0003169021,0.00016505555,0.0003896841,0.000013848714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022422494,0.0002658768,0.5064547,0.00035048832,0.000092435366,0.000037079528,0.00072233006,0.0002642128,0.080338515,0.00002956622,0.005553918,0.40364864],"study_design_scores_gemma":[0.002126597,0.0066073807,0.9511626,0.0002713583,0.0000496521,0.0003623016,0.0018410123,0.010948693,0.0059619886,0.0017922305,0.018498134,0.00037806417],"about_ca_topic_score_codex":0.0066847247,"about_ca_topic_score_gemma":0.008076697,"teacher_disagreement_score":0.4447079,"about_ca_system_score_codex":0.000009791218,"about_ca_system_score_gemma":0.00014269205,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W2106616416","doi":"","title":"Topography and flooding of Coastal Ecosystems on the Yukon-Kuskokwim Delta, Alaska: Implications for Sea-Level Rise","year":2001,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecotype; Floodplain; Delta; Sea level; Flooding (psychology); Ecosystem; Environmental science; Storm surge; Physical geography; Hydrology (agriculture); Flood myth; Storm; Oceanography; Ecology; Geology; Geography; Biology","score_opus":0.21797929031053362,"score_gpt":0.3690513652544774,"score_spread":0.15107207494394378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106616416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878154,0.000601841,0.00010879104,0.0034016506,0.00013317687,0.00028955948,0.005473109,0.000002990519,0.0021734831],"genre_scores_gemma":[0.9981414,0.0011886071,0.000062474464,0.000050797622,0.00029136083,0.000002979497,0.00010914934,0.000005528488,0.00014767394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845874,0.00017058794,0.0003674773,0.00012704966,0.0005108379,0.00036529874],"domain_scores_gemma":[0.99720156,0.0017821038,0.00017095437,0.00016390478,0.00049187057,0.00018963365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022987376,0.000099227254,0.00020962064,0.00029687537,0.00035140262,0.00010276637,0.000298346,0.0000558567,0.000552509],"category_scores_gemma":[0.00023208123,0.00006171491,0.0001265063,0.00040305438,0.00017592659,0.00017565256,0.000034498567,0.00032009245,0.000010585628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080646103,0.000107529966,0.94908917,0.00008859325,0.000090652626,0.000023407967,0.00089650165,0.0001379254,0.0024961797,0.00045361972,0.014776955,0.031032983],"study_design_scores_gemma":[0.0014814776,0.002538816,0.9461655,0.0003365898,0.00003455026,0.00051944435,0.0050344663,0.0034623905,0.0009541297,0.0034859846,0.035748217,0.00023842325],"about_ca_topic_score_codex":0.0017165613,"about_ca_topic_score_gemma":0.04020137,"teacher_disagreement_score":0.038484808,"about_ca_system_score_codex":0.000004632012,"about_ca_system_score_gemma":0.00010365827,"threshold_uncertainty_score":0.97731245},"labels":[],"label_agreement":null},{"id":"W2107337467","doi":"10.2112/04-0419.1","title":"Seasonal Quantification of Coastal Processes and Cliff Erosion on Fine Sediment Shorelines in a Cold Temperate Climate, North Shore of the St. Lawrence Maritime Estuary, Québec","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Rimouski","funders":"","keywords":"Cliff; Erosion; Sediment; Coastal erosion; Oceanography; Temperate climate; Storm; Environmental science; Shore; Context (archaeology); Estuary; Weathering; Hydrology (agriculture); Geology; Geomorphology; Ecology","score_opus":0.04168717633942332,"score_gpt":0.2856309100990539,"score_spread":0.24394373375963058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107337467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982739,0.00023970735,0.000017352453,0.0006727158,0.00006745715,0.00020411165,0.00036985803,0.000002448397,0.00015244905],"genre_scores_gemma":[0.9986307,0.0009859378,0.00009309835,0.000013046447,0.000051502262,0.0000011978099,0.0000443923,0.000004558127,0.00017558534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777335,0.00017128096,0.0005375013,0.00016561343,0.0010762675,0.00027600772],"domain_scores_gemma":[0.998258,0.00051457674,0.00023339668,0.0001372388,0.0007390433,0.00011774121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000472,0.00011880712,0.00025774413,0.00019369814,0.00014908357,0.000026661537,0.0002905148,0.000048675833,0.000058623573],"category_scores_gemma":[0.00046974304,0.00007594077,0.00005678097,0.0006095457,0.00042555778,0.00016805436,0.00013881412,0.00040813212,0.0000018175521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011275039,0.00022104634,0.9847875,0.00017674199,0.00001126092,0.000026974361,0.00025241624,0.002342119,0.0017641402,0.000032666787,0.00029136063,0.008966253],"study_design_scores_gemma":[0.0005691801,0.0014058213,0.9891709,0.00032324472,0.000006342653,0.00007739088,0.00029747357,0.006292337,0.0014489952,0.000038816448,0.00028058872,0.00008891684],"about_ca_topic_score_codex":0.011378863,"about_ca_topic_score_gemma":0.45193285,"teacher_disagreement_score":0.440554,"about_ca_system_score_codex":0.000009645654,"about_ca_system_score_gemma":0.00092378346,"threshold_uncertainty_score":0.99520445},"labels":[],"label_agreement":null},{"id":"W2109262195","doi":"10.2112/06-0811.1","title":"Evidence for Holocene Marine Transgression and Shoreline Progradation Due to Barrier Development in Iskele, Bay of Izmir, Turkey","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Haifa; Geological Society of America","keywords":"Progradation; Marine transgression; Geology; Intertidal zone; Oceanography; Bay; Longshore drift; Wetland; Shore; Sea level; Shoal; Barrier island; Sediment transport; Facies; Sediment; Geomorphology; Structural basin; Ecology","score_opus":0.19629444780140703,"score_gpt":0.37704603795982383,"score_spread":0.1807515901584168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109262195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959667,0.00035216933,0.00049653254,0.0014562596,0.00007388448,0.000373925,0.000010777639,0.0000030634285,0.0012666885],"genre_scores_gemma":[0.9943757,0.00036142863,0.002903387,0.00003404538,0.00018347829,0.000023054516,0.000006537783,0.000009269054,0.0021031194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983459,0.00013102345,0.00053488044,0.00013480317,0.0005657949,0.00028758327],"domain_scores_gemma":[0.99838203,0.00040736416,0.00009729724,0.00007960351,0.00089039665,0.00014330428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575267,0.0000916923,0.0002662579,0.00046888483,0.0001709139,0.000022730801,0.00017209581,0.000040450777,0.00039105982],"category_scores_gemma":[0.00045823606,0.00006902365,0.000049859045,0.00011172246,0.0003344926,0.00024346622,0.00016678817,0.00027963493,0.0000019443592],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008926551,0.0007361907,0.017452067,0.0007256224,0.000088915825,0.00048218993,0.052116252,0.000044697146,0.005491831,0.0086292215,0.004388734,0.9009177],"study_design_scores_gemma":[0.013604203,0.026403505,0.36836058,0.007535551,0.000068898335,0.0019288363,0.012506714,0.0018738722,0.08913053,0.023778154,0.45326844,0.00154072],"about_ca_topic_score_codex":0.00024588156,"about_ca_topic_score_gemma":0.0035392381,"teacher_disagreement_score":0.899377,"about_ca_system_score_codex":0.000026856764,"about_ca_system_score_gemma":0.00028158425,"threshold_uncertainty_score":0.42818308},"labels":[],"label_agreement":null},{"id":"W2109408526","doi":"10.2112/08-1125.1","title":"Sediment Transport on Roberts Bank: A Sandy Intertidal Flat on the Fraser River Delta","year":2010,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Intertidal zone; Sediment transport; Beach morphodynamics; Geology; Tidal range; Bed load; Storm; Storm surge; Current (fluid); Oceanography; Submarine pipeline; Sediment; Bedform; Shore; Longshore drift; Delta; Accretion (finance); Hydrology (agriculture); River delta; Wind wave; Geomorphology; Estuary; Geotechnical engineering; Physics","score_opus":0.027919614386413653,"score_gpt":0.28236622663372996,"score_spread":0.2544466122473163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109408526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769947,0.000015286649,0.000051417428,0.00262957,0.00058414275,0.00014044355,0.00006088327,0.0000053596955,0.019518211],"genre_scores_gemma":[0.997646,0.00003974241,0.000069666945,0.0002627001,0.00032043038,5.9968914e-7,0.000015514983,0.0000053452404,0.0016400354],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976932,0.00013449341,0.000304073,0.00015191588,0.0013102974,0.00040602774],"domain_scores_gemma":[0.998557,0.00063921255,0.00008663547,0.00021064267,0.00024725788,0.00025926385],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017937111,0.00012793111,0.00016677675,0.00020933078,0.00021297419,0.000072093564,0.0004734079,0.000069494,0.003713937],"category_scores_gemma":[0.00017836082,0.00006888631,0.00014016664,0.00023088351,0.0002326512,0.00016230463,0.00004572737,0.0015583438,0.00014787052],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008242633,0.000587057,0.27115574,0.0000598681,0.00023648038,0.0019465685,0.001927636,0.0025567377,0.0029044033,0.0030784865,0.028084543,0.67921984],"study_design_scores_gemma":[0.0020865982,0.0062970305,0.8328685,0.00024596366,0.000027902728,0.0002563786,0.0007722843,0.00834377,0.0029358354,0.007933451,0.13781954,0.00041272995],"about_ca_topic_score_codex":0.0015528096,"about_ca_topic_score_gemma":0.027566317,"teacher_disagreement_score":0.67880714,"about_ca_system_score_codex":0.000007430902,"about_ca_system_score_gemma":0.00017330071,"threshold_uncertainty_score":0.9971968},"labels":[],"label_agreement":null},{"id":"W2111314385","doi":"10.2112/si_69_6","title":"The Physical Condition of South Carolina Beaches 1980–2010","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Overwash; Barrier island; Inlet; Beach nourishment; Coastal erosion; Shore; Berm; Shoal; Plage; Geology; Longshore drift; Erosion; Oceanography; Hydrology (agriculture); South carolina; Salt marsh; Marsh; Accretion (finance); Littoral zone; Sediment transport; Wetland; Sediment; Geomorphology; Ecology; Geotechnical engineering","score_opus":0.03483224236067817,"score_gpt":0.2987842848703789,"score_spread":0.2639520425097007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111314385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932145,0.00009297152,0.000041981973,0.0007849813,0.00019651839,0.00010557529,0.000040211537,0.0000027353537,0.005520514],"genre_scores_gemma":[0.9981161,0.00005788838,0.00005632798,0.00000867767,0.00025813864,4.883803e-7,0.000010276761,0.0000025478994,0.0014895896],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99833363,0.00016249876,0.00026319822,0.00007381867,0.0008743299,0.00029253622],"domain_scores_gemma":[0.99833,0.0006718129,0.00015111553,0.00012070522,0.00057475554,0.00015162147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010638275,0.00006829147,0.00015552323,0.00011299872,0.00018715722,0.000080577156,0.0003249055,0.000033258046,0.00021611177],"category_scores_gemma":[0.00029311716,0.00003790489,0.00010712143,0.00021957635,0.00035152675,0.00024814927,0.00006368495,0.00052437425,0.00008764894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060203293,0.00019362409,0.19837454,0.00009130061,0.0001264723,0.00006197493,0.002627044,0.00082469074,0.0036329378,0.0018356576,0.007116095,0.78451365],"study_design_scores_gemma":[0.0005258021,0.0015016302,0.95411855,0.00004496735,0.000012206675,0.000095683834,0.0028840485,0.013607372,0.00063512934,0.022345193,0.00411323,0.00011619527],"about_ca_topic_score_codex":0.0020857104,"about_ca_topic_score_gemma":0.0020784896,"teacher_disagreement_score":0.7843974,"about_ca_system_score_codex":0.0000040735968,"about_ca_system_score_gemma":0.00015879067,"threshold_uncertainty_score":0.3152984},"labels":[],"label_agreement":null},{"id":"W2114392124","doi":"10.2112/03-0136.1","title":"Deposition and Long-Shore Transport of Dredge Spoils to Nourish Beaches: Impacts on Benthic Infauna of an Ebb-Tidal Delta","year":2006,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Benthic zone; Intertidal zone; Oceanography; Shoal; Deposition (geology); Benthos; Sediment; Delta; Inlet; Geology; Invertebrate; Environmental science; Shore; Ecology; Geomorphology; Biology","score_opus":0.033980297484052874,"score_gpt":0.32313807414009005,"score_spread":0.28915777665603715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114392124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793655,0.00017865498,0.00001937098,0.00039981666,0.00008639649,0.00016822739,0.00006737951,0.0000025688018,0.0011410161],"genre_scores_gemma":[0.99940556,0.00007928326,0.00011372268,0.000021243539,0.00016624422,5.056676e-7,0.0000727561,0.000003800355,0.00013688194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778336,0.00035556615,0.0004990378,0.00016304188,0.00075006176,0.00044893028],"domain_scores_gemma":[0.998491,0.00044074884,0.00014754735,0.00014079963,0.00044726065,0.00033268184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032375967,0.00010347621,0.00031058615,0.00054024503,0.00012362465,0.000023310964,0.0003008653,0.00016526943,0.00034875012],"category_scores_gemma":[0.00021243213,0.0000796544,0.0000727397,0.00033808156,0.00034652176,0.00024099236,0.00002898871,0.0006501535,0.000007413365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002087987,0.00017253132,0.98564255,0.0000805362,0.00003327019,0.00018011473,0.00028345434,0.0006997334,0.0009738348,0.000015711026,0.00033235876,0.009497892],"study_design_scores_gemma":[0.00048980355,0.0050614933,0.98945856,0.0000743655,0.0000085163565,0.00015701068,0.0002443541,0.00025552983,0.003832487,0.00028864568,0.000060885468,0.00006834717],"about_ca_topic_score_codex":0.0027995545,"about_ca_topic_score_gemma":0.02953972,"teacher_disagreement_score":0.026740164,"about_ca_system_score_codex":0.00000933626,"about_ca_system_score_gemma":0.00029255092,"threshold_uncertainty_score":0.98816866},"labels":[],"label_agreement":null},{"id":"W2116163678","doi":"10.2112/jcoastres-d-12-00102.1","title":"Evidence of Sea Level Acceleration at U.S. and Canadian Tide Stations, Atlantic Coast, North America","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":220,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Sea level; Oceanography; Climatology; Sea level rise; Acceleration; Series (stratigraphy); Environmental science; Geology; Geography; Climate change","score_opus":0.22577402232278007,"score_gpt":0.34683416407383644,"score_spread":0.12106014175105637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116163678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838805,0.00073752995,0.000034314926,0.00029994294,0.0000863396,0.00007829747,0.00013615318,7.5884776e-7,0.00023863376],"genre_scores_gemma":[0.9990308,0.00043449827,0.000264177,0.000028001572,0.00009538422,2.0109948e-7,0.00003347263,0.0000019862587,0.00011146951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830073,0.00016932326,0.00022919726,0.00006520396,0.0009011998,0.00033432906],"domain_scores_gemma":[0.9985982,0.00025422277,0.00012451234,0.000077614066,0.00052630494,0.00041913116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012408743,0.000057877813,0.00012787929,0.00021343029,0.00019446354,0.000049445298,0.00013740573,0.000021642622,0.00024676858],"category_scores_gemma":[0.00028938605,0.000046220983,0.000029950364,0.00027730092,0.0000987995,0.0004945777,0.000020278509,0.0002104361,0.00003999496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005957019,0.000014398646,0.96605843,0.000024669973,0.0000140648945,0.000009470856,0.00029157556,0.00010137289,0.0002796745,0.0000036627384,0.0018736504,0.03126948],"study_design_scores_gemma":[0.00011763682,0.00025178032,0.99731785,0.000059655016,0.00000587232,0.000029107427,0.00016094124,0.00020946744,0.00015963675,0.000070499584,0.0015711903,0.000046358073],"about_ca_topic_score_codex":0.31093186,"about_ca_topic_score_gemma":0.7790654,"teacher_disagreement_score":0.46813348,"about_ca_system_score_codex":0.000017358243,"about_ca_system_score_gemma":0.00042101156,"threshold_uncertainty_score":0.6936567},"labels":[],"label_agreement":null},{"id":"W2119807392","doi":"","title":"The Boulder Barricade at Cap a la Baleine, North Shore of Gaspe Peninsula (Quebec): Nature of Boulders, Origin and Significance","year":2002,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Geomorphology; Clastic rock; Shore; Erosion; Paleontology; Lithology; Peninsula; Ridge; Precambrian; Glacial period; Geochemistry; Oceanography; Archaeology; Sedimentary rock","score_opus":0.039375701720529614,"score_gpt":0.303100541645771,"score_spread":0.26372483992524137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119807392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863567,0.0069419253,0.000016004415,0.001634689,0.00005092421,0.00009619969,0.0000598231,0.0000021089086,0.004841661],"genre_scores_gemma":[0.99565643,0.0027521648,0.00013985862,0.000021115688,0.0000490005,3.9009984e-7,0.00000452836,0.0000019851068,0.0013745155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821436,0.00021090063,0.00036620532,0.0000915024,0.00084534864,0.00027167317],"domain_scores_gemma":[0.9977092,0.0013222719,0.00019324562,0.00010912958,0.000507428,0.00015868514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010579753,0.00008158352,0.0001934208,0.00012263434,0.0002255727,0.000061830266,0.00033529423,0.0001020618,0.0009747517],"category_scores_gemma":[0.00065552496,0.00004417419,0.000059524195,0.00045655103,0.00054979476,0.0002138841,0.00004269379,0.00074510294,0.000008370729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008110244,0.00011868975,0.9165859,0.00032608813,0.00010343207,0.0001191851,0.0016323354,0.0023236289,0.0005433817,0.0013296604,0.02122665,0.05487998],"study_design_scores_gemma":[0.00060383504,0.0011300049,0.91100454,0.00010003171,0.000016407563,0.00020467174,0.0014810208,0.002765487,0.00088569854,0.0018121399,0.079850495,0.00014564118],"about_ca_topic_score_codex":0.0007154355,"about_ca_topic_score_gemma":0.008733513,"teacher_disagreement_score":0.058623843,"about_ca_system_score_codex":0.000004720502,"about_ca_system_score_gemma":0.00011611918,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W2120072536","doi":"10.2112/si68-006.1","title":"Dynamic Considerations of Sea-level Rise with Respect to Water Levels and Flooding in Apalachicola Bay","year":2014,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Center for Sponsored Coastal Ocean Research; National Oceanic and Atmospheric Administration; Canadian Centre for Applied Research in Cancer Control","keywords":"Bay; Environmental science; Flooding (psychology); Water level; Context (archaeology); Inlet; Current (fluid); Sea level; Coastal flood; Oceanography; Hydrology (agriculture); Sea level rise; Geology; Climate change; Geography","score_opus":0.07449300985836728,"score_gpt":0.3298918325457846,"score_spread":0.2553988226874173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120072536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99573207,0.000074550284,0.00058901036,0.0024063583,0.000033108005,0.00013931496,0.000041684856,0.0000023116643,0.0009815801],"genre_scores_gemma":[0.99693316,0.000020541802,0.002839418,0.000028278508,0.000043401276,6.759058e-7,0.000002170572,0.000003875205,0.00012845965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975221,0.00048497473,0.00037108632,0.00015695114,0.0010054129,0.00045947058],"domain_scores_gemma":[0.9981808,0.00094776886,0.000040983687,0.00011630552,0.0003592368,0.00035492823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017586909,0.00008742842,0.0002567928,0.00045241893,0.00013939112,0.00010849918,0.0001745315,0.000053967236,0.00056961394],"category_scores_gemma":[0.0007320994,0.00004926832,0.00003677354,0.0003102584,0.00024098229,0.00020494482,0.00005424783,0.0006597603,0.000029844185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013129641,0.00009019828,0.9569195,0.00009093237,0.00003310269,0.00027462805,0.0006023819,0.0022766513,0.010812247,0.00040060276,0.00018621488,0.02700059],"study_design_scores_gemma":[0.00076767954,0.0018400649,0.988439,0.00010138176,0.000003114954,0.00014569573,0.00018719453,0.0033194656,0.0016065915,0.0030478234,0.00045631008,0.00008562794],"about_ca_topic_score_codex":0.0018241623,"about_ca_topic_score_gemma":0.070489906,"teacher_disagreement_score":0.06866574,"about_ca_system_score_codex":0.000010122556,"about_ca_system_score_gemma":0.0001447062,"threshold_uncertainty_score":0.9464712},"labels":[],"label_agreement":null},{"id":"W2121570894","doi":"10.2112/03-0058.1","title":"Dating Evidence for the Accretion History of Beach Ridges on Cape Canaveral and Merritt Island, Florida, USA","year":2005,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ridge; Geology; Peninsula; Cape; Accretion (finance); Mid-Atlantic Ridge; Oceanography; Paleontology; Archaeology; Geography","score_opus":0.16628491145607535,"score_gpt":0.37410789669608446,"score_spread":0.2078229852400091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121570894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859106,0.008158892,0.00009119762,0.0030842528,0.00031103272,0.00019030189,0.000026511761,0.0000015449594,0.0022256952],"genre_scores_gemma":[0.99673283,0.00095119874,0.00023050945,0.00005467912,0.00029278974,0.0000013868495,0.0000068536588,0.000002202232,0.0017275409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981449,0.00039359505,0.0003025665,0.00012626148,0.0006717256,0.00036091622],"domain_scores_gemma":[0.994147,0.005057739,0.0001408897,0.00012808746,0.00040591185,0.000120368844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047793607,0.00007452461,0.00019264813,0.00021614596,0.00022864429,0.000021583444,0.00034522297,0.00007968354,0.0006985598],"category_scores_gemma":[0.0016385178,0.0000468016,0.00005919644,0.00010534095,0.00051567523,0.00026470382,0.000030721658,0.00069893495,0.000016851238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011178908,0.000014129764,0.96962726,0.000046627658,0.000036762318,0.000017397859,0.0005027721,0.00073259877,0.00014249855,0.00009986615,0.011811768,0.015850425],"study_design_scores_gemma":[0.0010256286,0.002358973,0.94355464,0.00022823275,0.000026363892,0.00038488308,0.0006248597,0.016481875,0.0004250498,0.00041224028,0.034348562,0.00012868673],"about_ca_topic_score_codex":0.0014626157,"about_ca_topic_score_gemma":0.032219347,"teacher_disagreement_score":0.03075673,"about_ca_system_score_codex":0.000012620075,"about_ca_system_score_gemma":0.0005103122,"threshold_uncertainty_score":0.98544014},"labels":[],"label_agreement":null},{"id":"W2122321226","doi":"","title":"Spatio-temporal Dynamics of Root Mass Density in a Coastal Dune in Subarctic Quebec, Canada","year":2001,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Foredune; Biomass (ecology); Trampling; Substrate (aquarium); Abiotic component; Environmental science; Geology; Aeolian processes; Hydrology (agriculture); Ecology; Biology; Oceanography; Geomorphology; Grazing","score_opus":0.021120152519643224,"score_gpt":0.2760196540157582,"score_spread":0.25489950149611496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122321226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974414,0.00015290792,0.00011902709,0.0012039824,0.0001323148,0.00010618547,0.000027688615,0.0000014320308,0.00081507594],"genre_scores_gemma":[0.9992997,0.000073979405,0.00009555557,0.000015934784,0.00006300167,2.482026e-7,0.000027733633,0.000004030224,0.0004198244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974761,0.00026614682,0.0004946908,0.00012852729,0.001150855,0.00048367702],"domain_scores_gemma":[0.9987188,0.0004242494,0.00017435347,0.00010479256,0.00035969386,0.00021808998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018415791,0.00010113731,0.00030425965,0.00036172383,0.00005467654,0.00004004445,0.0002867591,0.00006489963,0.00046431427],"category_scores_gemma":[0.0004376771,0.00008454517,0.00004702933,0.00085643126,0.00012386157,0.00029602885,0.00003339426,0.0006864854,0.00000521574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000722557,0.000037681963,0.98381263,0.000082069164,0.0000077118375,0.0017924717,0.000101485784,0.0057791956,0.000019608155,0.00001735676,0.0003564955,0.007270764],"study_design_scores_gemma":[0.000680546,0.00031274924,0.94757915,0.00012992855,0.000002325774,0.00013674326,0.00082505867,0.048931148,0.00007297322,0.00083263766,0.00040431553,0.00009244694],"about_ca_topic_score_codex":0.95096314,"about_ca_topic_score_gemma":0.9999023,"teacher_disagreement_score":0.048939183,"about_ca_system_score_codex":0.00007876995,"about_ca_system_score_gemma":0.0022533142,"threshold_uncertainty_score":0.50839156},"labels":[],"label_agreement":null},{"id":"W2122396485","doi":"10.2112/04-0282.1","title":"The Role of Wave Erosion on Sloping and Horizontal Shore Platforms in Macro- and Mesotidal Environments","year":2007,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Geology; Cliff; Shore; Bay; Tidal range; Erosion; Geomorphology; Wind wave; Oceanography; Elevation (ballistics); Wave height; Coastal erosion; Estuary; Paleontology","score_opus":0.021880160876894324,"score_gpt":0.27168595913250776,"score_spread":0.24980579825561344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122396485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974184,0.0003759153,0.000025918047,0.0000881999,0.000051312694,0.00007442487,0.000014183369,6.517974e-7,0.0019510017],"genre_scores_gemma":[0.9989214,0.0008216644,0.000077645585,0.000004932517,0.000045117315,7.686797e-8,0.000003711875,0.0000021315923,0.00012333944],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987352,0.000033148848,0.00025974144,0.00008369327,0.0006119087,0.0002763473],"domain_scores_gemma":[0.9992545,0.00045511924,0.000075729484,0.000058368998,0.000030385163,0.00012586651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002078015,0.00006446741,0.00011635501,0.0001548271,0.000119956334,0.00004044041,0.000104671155,0.000039710103,0.000024578063],"category_scores_gemma":[0.000089849585,0.000037671685,0.00002588243,0.00011522088,0.00019273047,0.00014825044,0.00009296648,0.00041586172,0.0000014210075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095743436,0.000025216053,0.2879454,0.000009351055,0.000007983241,0.00007474269,0.00032478213,0.000036160334,0.0028098074,0.00025162954,0.000007644378,0.70754987],"study_design_scores_gemma":[0.0005347756,0.0015354707,0.98317796,0.0000795486,0.0000021360333,0.00014509026,0.0029857154,0.0033994438,0.0015038865,0.0049887314,0.0015808338,0.000066415174],"about_ca_topic_score_codex":0.0006098027,"about_ca_topic_score_gemma":0.012391172,"teacher_disagreement_score":0.7074835,"about_ca_system_score_codex":0.000008549088,"about_ca_system_score_gemma":0.00003479779,"threshold_uncertainty_score":0.6914565},"labels":[],"label_agreement":null},{"id":"W2126588046","doi":"10.2112/si54-015.1","title":"The Impacts of Pulsed Reintroduction of River Water on a Mississippi Delta Coastal Basin","year":2009,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Delta; River delta; Wetland; Hydrology (agriculture); Mississippi delta; Drainage basin; Structural basin; Environmental science; Coastal plain; Geology; Geography; Water resource management; Ecology; Geomorphology; Cartography","score_opus":0.01975256280796422,"score_gpt":0.3023856723314464,"score_spread":0.2826331095234822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126588046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99369264,0.000029640383,0.00017201577,0.0023782256,0.00016006369,0.00018655385,0.000022811011,0.0000035286653,0.0033545273],"genre_scores_gemma":[0.9985847,0.00008575677,0.00013647805,0.000016822163,0.00012402787,7.91908e-7,0.0000034747454,0.000012362229,0.0010355933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963495,0.0003608114,0.00071969396,0.00017449199,0.0018613866,0.0005341283],"domain_scores_gemma":[0.9985737,0.00028952988,0.00030533454,0.00035231188,0.00024921598,0.00022987815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037903213,0.00013670005,0.0003079627,0.00018689617,0.00020291326,0.000049525668,0.0005033654,0.000076342956,0.00029656736],"category_scores_gemma":[0.0005262702,0.000075439595,0.00017556321,0.0003730238,0.00039214513,0.00027915652,0.00025222858,0.0005360089,0.00004639059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0081672855,0.0012246604,0.018260455,0.00010533552,0.00014570133,0.00021821533,0.002405662,0.0071560596,0.80714995,0.00020029114,0.019893723,0.1350727],"study_design_scores_gemma":[0.0056956527,0.017611481,0.43741152,0.0009304377,0.00008050387,0.0012177898,0.0027255132,0.009947193,0.48125926,0.009526652,0.032889973,0.0007040287],"about_ca_topic_score_codex":0.00052842597,"about_ca_topic_score_gemma":0.0013326709,"teacher_disagreement_score":0.41915107,"about_ca_system_score_codex":0.00015522927,"about_ca_system_score_gemma":0.0000769797,"threshold_uncertainty_score":0.32472047},"labels":[],"label_agreement":null},{"id":"W2136073011","doi":"10.2112/05-0607.1","title":"Wetland Loss in World Deltas","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Delta; Indus; Nile delta; River delta; Niger delta; Hydrology (agriculture); Physical geography; Geology; Geography; Environmental science; Water resource management; Ecology; Geomorphology; Structural basin","score_opus":0.10040699240604187,"score_gpt":0.3354213135194543,"score_spread":0.23501432111341244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136073011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760226,0.00058091123,0.0000310329,0.00073229015,0.000068146896,0.000034680706,0.000007356594,0.000001964773,0.022521043],"genre_scores_gemma":[0.9982448,0.00048500075,0.00028161862,0.00003153147,0.000081121085,1.1832169e-7,0.0000035257763,7.8289594e-7,0.00087149395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987725,0.00010819425,0.0002498004,0.000051442297,0.0005710353,0.00024704935],"domain_scores_gemma":[0.9991627,0.00036305623,0.00005361859,0.000049264057,0.00024926718,0.00012214307],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012147813,0.00004211972,0.00011011899,0.00038595122,0.0001315509,0.000028645858,0.00020365205,0.000026611546,0.0023302983],"category_scores_gemma":[0.00027435916,0.00002680086,0.000032147076,0.00069882255,0.00014528578,0.0002971916,0.000015281375,0.00043460474,0.00015497711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013693044,0.000026698606,0.9809501,0.000011537983,0.0000037569525,0.00048309396,0.0001553884,0.0010108966,0.000009378743,0.000059580474,0.0022604237,0.014892223],"study_design_scores_gemma":[0.0002950719,0.00031247642,0.9678681,0.000028744898,6.1353177e-7,0.0005091231,0.00012993847,0.00034103895,0.00009232068,0.0034610552,0.026915688,0.000045841465],"about_ca_topic_score_codex":0.000517012,"about_ca_topic_score_gemma":0.009185184,"teacher_disagreement_score":0.024655266,"about_ca_system_score_codex":0.000002902511,"about_ca_system_score_gemma":0.00015569448,"threshold_uncertainty_score":0.9985817},"labels":[],"label_agreement":null},{"id":"W2143380823","doi":"10.2112/si_62_9","title":"Benthic Classifications Using Bathymetric LIDAR Waveforms and Integration of Local Spatial Statistics and Textural Features","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Institut National de la Recherche Scientifique","funders":"","keywords":"Benthic habitat; Cluster analysis; Bathymetry; Pattern recognition (psychology); Lidar; Statistics; Principal component analysis; Support vector machine; Geostatistics; Benthic zone; Spatial analysis; Computer science; Artificial intelligence; Remote sensing; Mathematics; Geography; Cartography; Spatial variability; Geology; Oceanography","score_opus":0.09511683994219643,"score_gpt":0.3428706667248489,"score_spread":0.24775382678265245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143380823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91843635,0.00007428773,0.066369,0.00012282065,0.000060077637,0.00018324007,0.000026564878,0.000002530555,0.014725127],"genre_scores_gemma":[0.9930495,0.00023043116,0.006267647,0.000004894432,0.00003302476,0.000001033615,0.0000024380754,0.0000071186896,0.00040390255],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834895,0.00013600918,0.00029716446,0.00011062695,0.0008803414,0.0002269004],"domain_scores_gemma":[0.99922943,0.00018281558,0.000121961995,0.000101796904,0.00019110873,0.00017289362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011330983,0.00007139541,0.00014187784,0.00025664998,0.00013978867,0.000051422518,0.00016373864,0.000053850705,0.0007798693],"category_scores_gemma":[0.00041410522,0.00004989732,0.0000225028,0.00041332506,0.0008503077,0.00029993517,0.0003258008,0.00055933476,0.000002654743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073058315,0.00022254797,0.08707097,0.00005107181,0.000030104065,0.00004867049,0.0014668923,0.000006843636,0.02001407,0.001253253,0.00060714834,0.8884978],"study_design_scores_gemma":[0.00076738565,0.0025806427,0.97394687,0.00004117136,0.000016547358,0.00026259848,0.0031786119,0.008504562,0.0063120313,0.0032552418,0.0009936499,0.00014068559],"about_ca_topic_score_codex":0.0028871805,"about_ca_topic_score_gemma":0.0010749231,"teacher_disagreement_score":0.88835716,"about_ca_system_score_codex":0.000072400864,"about_ca_system_score_gemma":0.00007467785,"threshold_uncertainty_score":0.8539022},"labels":[],"label_agreement":null},{"id":"W2143892474","doi":"10.2112/si73-064.1","title":"Investigation of the Movement Characteristics of West Guangdong Longshore Ocean Current System, China","year":2015,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"National Natural Science Foundation of China","keywords":"Current (fluid); Longshore drift; Monsoon; Oceanography; Geology; Tidal current; China; Movement (music); Ocean current; Shore; Climatology; Geography; Sediment transport; Geomorphology; Sediment","score_opus":0.06590490232917588,"score_gpt":0.3081619975863369,"score_spread":0.242257095257161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143892474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99235994,0.000042153843,0.00015615489,0.0006022782,0.00033181123,0.00023975059,0.000015901223,0.0000028269862,0.006249158],"genre_scores_gemma":[0.9994041,0.000029607925,0.00006777422,0.000008560792,0.00008017853,0.0000013300642,0.0000022383556,0.0000075820208,0.00039863552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706566,0.000210228,0.0005585651,0.00010373473,0.0018455761,0.00021622152],"domain_scores_gemma":[0.9988934,0.00004541202,0.00044315562,0.00023111663,0.00020377405,0.00018313368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495963,0.000087687426,0.00020008726,0.00009987068,0.00005993472,0.000025120778,0.00049403694,0.00002415155,0.00008056225],"category_scores_gemma":[0.00024433172,0.000055807486,0.00009081219,0.0004046595,0.00033250335,0.00016047255,0.0025590202,0.0003169683,0.00001258624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005039343,0.00053489883,0.69608796,0.0009546147,0.000098863384,0.00005726946,0.003877901,0.00083570345,0.02044185,0.003370666,0.031141376,0.24209496],"study_design_scores_gemma":[0.0006878306,0.00066064,0.98280954,0.0005178464,0.000025248852,0.000020443418,0.001691927,0.0006706009,0.006341864,0.002539266,0.003923788,0.00011099382],"about_ca_topic_score_codex":0.0005380984,"about_ca_topic_score_gemma":0.0001480553,"teacher_disagreement_score":0.2867216,"about_ca_system_score_codex":0.0002109781,"about_ca_system_score_gemma":0.000100387144,"threshold_uncertainty_score":0.31896356},"labels":[],"label_agreement":null},{"id":"W2148333079","doi":"10.2112/05-0473.1","title":"New Quartz Optical Stimulated Luminescence Ages for Beach Ridges on the St. Vincent Island Holocene Strandplain, Florida, United States","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Progradation; Geology; Beach ridge; Holocene; Optically stimulated luminescence; Ridge; Thermoluminescence dating; Shore; Accretion (finance); Aeolian processes; Oceanography; Barrier island; Coastal erosion; Coastal plain; Paleontology; Geomorphology; Archaeology; Quartz; Geography; Sedimentary depositional environment","score_opus":0.061394600075455906,"score_gpt":0.316344952396922,"score_spread":0.2549503523214661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148333079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164283,0.00057516684,0.0019104312,0.004992723,0.00019955945,0.0003051755,0.00015687593,0.000009615827,0.00020759388],"genre_scores_gemma":[0.9977086,0.00072538276,0.00033302474,0.00013989976,0.00042313727,8.6303174e-7,0.000110481065,0.0000076012434,0.00055100024],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975086,0.00018543038,0.00035984395,0.00018485171,0.0011674882,0.0005937794],"domain_scores_gemma":[0.99619,0.00251874,0.000120948825,0.00015385036,0.0006378092,0.00037864473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016702857,0.00015727482,0.0002597906,0.0002445748,0.0004869964,0.00012229683,0.00047498164,0.00007886321,0.0003502054],"category_scores_gemma":[0.0007514605,0.000089060544,0.00009867927,0.0005857486,0.0002698753,0.00021719764,0.000023098844,0.0006681358,0.000030652125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01948824,0.00052583637,0.10837135,0.0004970966,0.00047116363,0.0025584828,0.005100124,0.22160979,0.0006585874,0.000735508,0.5385267,0.101457104],"study_design_scores_gemma":[0.00972232,0.029129406,0.5220009,0.0012854332,0.0000970634,0.0015480089,0.0042410158,0.31917092,0.01140484,0.004330349,0.095890425,0.0011793383],"about_ca_topic_score_codex":0.00075945636,"about_ca_topic_score_gemma":0.00039094087,"teacher_disagreement_score":0.44263628,"about_ca_system_score_codex":0.000015881109,"about_ca_system_score_gemma":0.0003548375,"threshold_uncertainty_score":0.38345036},"labels":[],"label_agreement":null},{"id":"W2153287351","doi":"10.2112/06a-0010.1","title":"Topographic Steering of Alongshore Airflow over a Vegetated Foredune: Greenwich Dunes, Prince Edward Island, Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University; University of Guelph; University of Victoria","funders":"Core Research for Evolutional Science and Technology; Parks Canada","keywords":"Foredune; Geology; Geomorphology; Anemometer; Hydrology (agriculture); Oceanography; Wind speed; Aeolian processes; Geotechnical engineering","score_opus":0.011478234378981675,"score_gpt":0.25409306108489227,"score_spread":0.24261482670591059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153287351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99462533,0.0018016476,0.00012340465,0.00022849176,0.00020530024,0.00012457336,0.000056993023,0.0000042874217,0.0028299652],"genre_scores_gemma":[0.99895954,0.000096760254,0.00013809756,0.000017870909,0.00022493827,4.1114816e-7,0.000016911183,0.000006290634,0.00053920626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728626,0.00011970138,0.00044998858,0.00014505786,0.00148164,0.0005173742],"domain_scores_gemma":[0.99862355,0.00030063564,0.00020073703,0.00013874826,0.0005326987,0.00020361366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010846766,0.00012591231,0.0002877355,0.00026097105,0.00013211014,0.00005723901,0.0003852101,0.00006595317,0.00032007592],"category_scores_gemma":[0.00013442308,0.00009416862,0.00009521361,0.00074933923,0.00014507658,0.00027745723,0.000038525402,0.0005139837,0.000004508004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005951383,0.000055743032,0.95656145,0.00043061588,0.00007282868,0.0009397246,0.00010951102,0.0121471165,0.0005190829,0.00009766946,0.009451168,0.01901993],"study_design_scores_gemma":[0.00070893276,0.0006742126,0.9798666,0.00022551793,0.000012645997,0.00023350412,0.00019318942,0.0072181905,0.000707397,0.0008570903,0.009143987,0.00015870122],"about_ca_topic_score_codex":0.46258277,"about_ca_topic_score_gemma":0.9531469,"teacher_disagreement_score":0.49056408,"about_ca_system_score_codex":0.000011958731,"about_ca_system_score_gemma":0.0010233461,"threshold_uncertainty_score":0.54099596},"labels":[],"label_agreement":null},{"id":"W2159043787","doi":"10.2112/jcoastres-d-12-00176.1","title":"Predicting and Monitoring the Evolution of a Coastal Barrier Dune System Postbreaching","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Barrier island; Sediment transport; Geology; Bay; Oceanography; Inlet; Submarine pipeline; Erosion; Coastal erosion; Ridge; Delta; Tidal range; Beach morphodynamics; Sediment; Hydrology (agriculture); Geomorphology; Estuary; Shore; Paleontology; Geotechnical engineering","score_opus":0.0202101689621798,"score_gpt":0.2684840385413055,"score_spread":0.24827386957912567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159043787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948262,0.00040570664,0.00021081958,0.00020322845,0.0002916699,0.0001578314,0.00003528179,0.000006774516,0.0038625074],"genre_scores_gemma":[0.9991365,0.000046481033,0.00019316188,0.0000019342858,0.00029927303,6.414698e-7,0.0000022177862,0.0000041183534,0.00031565846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997968,0.00025767135,0.00040598234,0.00010561376,0.00093362096,0.00032911455],"domain_scores_gemma":[0.9983296,0.0006105016,0.00019694652,0.00011639896,0.0005559491,0.00019060801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023229795,0.00008951817,0.00018462702,0.00020715146,0.00029288253,0.0001332138,0.00025574226,0.000046593515,0.000063819054],"category_scores_gemma":[0.00038387344,0.000054477412,0.00006696023,0.00027253354,0.00018534812,0.00048925995,0.00014598526,0.00062409136,0.000008640863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013281195,0.000015185643,0.9104434,0.00009615899,0.000036891128,0.000027500684,0.0005211557,0.00047335157,0.0028481393,0.00016259031,0.00004800832,0.08519479],"study_design_scores_gemma":[0.00035441137,0.000565252,0.9420638,0.00028973297,0.000011620273,0.00052439567,0.014554764,0.040900853,0.00013190003,0.00041944103,0.000106593914,0.000077204924],"about_ca_topic_score_codex":0.02601365,"about_ca_topic_score_gemma":0.0036850073,"teacher_disagreement_score":0.085117586,"about_ca_system_score_codex":0.000018880386,"about_ca_system_score_gemma":0.0001901325,"threshold_uncertainty_score":0.9804722},"labels":[],"label_agreement":null},{"id":"W2162046949","doi":"10.2112/05-0564.1","title":"Measurement of Longshore Sediment Transport Rates in the Surf Zone on Galveston Island, Texas","year":2008,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Surf zone; Sediment transport; Longshore drift; Turbidity; Sediment; Geology; Particle-size distribution; Hydrology (agriculture); Environmental science; Soil science; Geomorphology; Particle size; Oceanography; Geotechnical engineering","score_opus":0.0717668966286434,"score_gpt":0.3016887527392479,"score_spread":0.2299218561106045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162046949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99086875,0.0002807764,0.00008620978,0.0007294963,0.00010650952,0.00016228564,0.000030416906,0.0000016290637,0.00773395],"genre_scores_gemma":[0.9990365,0.00039199274,0.0000483974,0.00003070712,0.00008342702,3.4092034e-7,0.000010669711,0.000002876502,0.00039508304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965745,0.00025583984,0.00042745224,0.00010800072,0.0023172689,0.0003169417],"domain_scores_gemma":[0.99899375,0.00023873925,0.000115056224,0.0001373165,0.00040710164,0.00010803114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003983433,0.00009795415,0.00021702683,0.00026508962,0.00009139093,0.000016125496,0.00036687384,0.000040171726,0.00033109693],"category_scores_gemma":[0.00011004063,0.000056271107,0.000103094164,0.00042039278,0.00018493821,0.00012493454,0.000017699493,0.000590548,0.000019166544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019764062,0.000490118,0.9390975,0.00008218005,0.000052832864,0.0011796724,0.0018230873,0.008163832,0.00026744636,0.00007592315,0.0018239622,0.044966996],"study_design_scores_gemma":[0.00077797665,0.002255594,0.9905588,0.0001345862,0.0000060512293,0.000220407,0.0008764115,0.0010837163,0.00034931567,0.00023886307,0.0034131883,0.00008510876],"about_ca_topic_score_codex":0.0038253297,"about_ca_topic_score_gemma":0.045029167,"teacher_disagreement_score":0.05146124,"about_ca_system_score_codex":0.00001426,"about_ca_system_score_gemma":0.0003408676,"threshold_uncertainty_score":0.97239655},"labels":[],"label_agreement":null},{"id":"W2163271585","doi":"10.2112/jcoastres-d-12-00162.1","title":"Assessing Coastal Squeeze of Tidal Wetlands","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Wetland; Marsh; Impervious surface; Environmental science; Coastal flood; Barrier island; Geology; Hydrology (agriculture); Salt marsh; Oceanography; Coastal management; Physical geography; Geography; Sea level rise; Shore; Ecology; Climate change","score_opus":0.04270129854789112,"score_gpt":0.3444708693333266,"score_spread":0.3017695707854355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163271585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968933,0.000016935925,0.0010765241,0.00035679433,0.00021101705,0.00018943072,0.000012057107,0.0000071326244,0.029197097],"genre_scores_gemma":[0.9973565,0.000025770352,0.0009965112,0.000012219057,0.00015000686,0.0000040818954,0.000003250707,0.000023494567,0.0014281835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961992,0.00028678053,0.0007569237,0.00018718891,0.0019871534,0.0005827793],"domain_scores_gemma":[0.99833196,0.0004010877,0.00036484163,0.0002621727,0.00030186356,0.00033806916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025600104,0.00014814606,0.00035716404,0.00024401785,0.00014953736,0.00022148892,0.00058220694,0.000101069905,0.0031431674],"category_scores_gemma":[0.0004119001,0.00011533509,0.00016287812,0.00057130767,0.00033754756,0.0012739953,0.00081288925,0.000707592,0.000400048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034232557,0.00079034496,0.6648273,0.00020518756,0.00011042943,0.00029472986,0.0008547772,0.0017460813,0.20370248,0.00023949126,0.023659496,0.103227355],"study_design_scores_gemma":[0.0029663614,0.0024146729,0.9438452,0.0005650998,0.000030022446,0.0011815822,0.004887429,0.019989425,0.009122477,0.0045674993,0.00983233,0.0005979143],"about_ca_topic_score_codex":0.0019190193,"about_ca_topic_score_gemma":0.002821437,"teacher_disagreement_score":0.27901787,"about_ca_system_score_codex":0.00014529414,"about_ca_system_score_gemma":0.00013508393,"threshold_uncertainty_score":0.9977681},"labels":[],"label_agreement":null},{"id":"W2166001796","doi":"10.2112/08-1090.1","title":"Reynolds Stress Estimates in a Tidal Channel from Phase-Wrapped ADV Data","year":2010,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"","keywords":"Reynolds stress; Geology; Reynolds number; Acoustic Doppler velocimetry; Turbulence; Channel (broadcasting); Geodesy; Mechanics; Physics; Laser Doppler velocimetry; Telecommunications; Engineering","score_opus":0.07899156385522134,"score_gpt":0.3978956257373765,"score_spread":0.3189040618821552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166001796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666274,0.00008732528,0.0002744879,0.0009096507,0.00016573226,0.000091192036,0.00013252447,0.0000062655304,0.0016700628],"genre_scores_gemma":[0.99891573,0.0000677838,0.000665732,0.000028578259,0.00013006036,0.0000023444334,0.000050073166,0.000010724807,0.00012897069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979646,0.000086697895,0.0003732893,0.0002461075,0.0009140118,0.00041525427],"domain_scores_gemma":[0.99895626,0.00034731967,0.00010097127,0.0003565187,0.000046541038,0.00019240001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020448656,0.000103120474,0.000205194,0.00015184835,0.00011014974,0.000041546617,0.0011452233,0.0001246187,0.0033693002],"category_scores_gemma":[0.000375096,0.00008275891,0.000032550426,0.00033775452,0.00042209594,0.00071039883,0.00037966046,0.0013057083,0.0001071449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034697177,0.0046297894,0.52222925,0.00007934128,0.00011715588,0.003179655,0.0030937844,0.0021518015,0.40042213,0.00007481346,0.012883898,0.04766867],"study_design_scores_gemma":[0.02450155,0.0060376124,0.55406666,0.0007103283,0.00012262019,0.0005007745,0.0027445164,0.068905696,0.22076601,0.0261455,0.09394296,0.0015557847],"about_ca_topic_score_codex":0.00073522364,"about_ca_topic_score_gemma":0.0057560964,"teacher_disagreement_score":0.17965612,"about_ca_system_score_codex":0.000019901358,"about_ca_system_score_gemma":0.0001003019,"threshold_uncertainty_score":0.9975417},"labels":[],"label_agreement":null},{"id":"W2169251919","doi":"10.2112/jcoastres-d-14-00120.1","title":"The Contributions to Storm Tides in Pacific Northwest Estuaries: Tillamook Bay, Oregon, and the December 2007 Storm","year":2014,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Oceanic and Atmospheric Administration","keywords":"Estuary; Storm surge; Tide gauge; Streamflow; Storm; Bay; Oceanography; Hindcast; Climatology; Environmental science; Extratropical cyclone; Geology; Sea level; Geography","score_opus":0.018901483860763808,"score_gpt":0.3073814440676436,"score_spread":0.2884799602068798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169251919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815139,0.0011877787,0.00023380853,0.013720567,0.00021320432,0.0002982186,0.000041964482,0.000004722776,0.0027858117],"genre_scores_gemma":[0.99841535,0.0007092894,0.000059567996,0.00007018079,0.00032635336,0.0000029191167,0.0000038089374,0.000003780165,0.00040872835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665904,0.0007720708,0.00043323427,0.00015832296,0.0012796221,0.000697734],"domain_scores_gemma":[0.9939867,0.0046082116,0.00007219174,0.00020937307,0.00066247117,0.0004610001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042416975,0.000111056965,0.00025335533,0.00017149418,0.00072487263,0.00036895843,0.0005259854,0.00006939765,0.0002776204],"category_scores_gemma":[0.0033283387,0.00004996249,0.00007939317,0.00053797744,0.001052032,0.00019021379,0.00009508216,0.0010455332,0.00014034443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016890201,0.000038874405,0.91227466,0.00001292999,0.000029661123,0.00004303593,0.00039214015,0.00020419061,0.000029889643,0.0047700577,0.0065069045,0.07400862],"study_design_scores_gemma":[0.0009567995,0.0005978879,0.83624905,0.000028018683,0.0000029042133,0.000055593573,0.0008044215,0.00057700404,0.000015369144,0.0040593315,0.15658382,0.00006976615],"about_ca_topic_score_codex":0.008717535,"about_ca_topic_score_gemma":0.3903037,"teacher_disagreement_score":0.3815862,"about_ca_system_score_codex":0.000024486999,"about_ca_system_score_gemma":0.0002473268,"threshold_uncertainty_score":0.9978835},"labels":[],"label_agreement":null},{"id":"W2184183029","doi":"10.2112/si65-006.1","title":"Metal contamination and potential toxicity of sediment from lock gate port in South Korea","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Ministry of Land, Transport and Maritime Affairs","keywords":"Contamination; Sediment; Environmental chemistry; Environmental science; Pollution; Chemistry; Geology; Ecology; Biology","score_opus":0.02870230190392329,"score_gpt":0.3006749899500418,"score_spread":0.2719726880461185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184183029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791795,0.00006579498,0.00051760295,0.0002837525,0.00007176593,0.00023493533,0.000010517408,0.000001548499,0.0008961122],"genre_scores_gemma":[0.99859977,0.000067541965,0.00096673315,0.000019179708,0.00004545553,0.0000050849403,0.0000018795005,0.000009641132,0.00028473907],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970235,0.00032729647,0.0005452061,0.00017670057,0.0016217565,0.00030552337],"domain_scores_gemma":[0.99925196,0.00013797844,0.00020968595,0.000154374,0.00004657691,0.00019943273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024850944,0.000097923534,0.000251111,0.00014527599,0.000046253113,0.000028416553,0.00022496507,0.00006770703,0.002069308],"category_scores_gemma":[0.00021121353,0.00007920854,0.000060838694,0.00017258112,0.00040257574,0.00038178868,0.00040889913,0.00041794125,0.00008624836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002550699,0.0007556119,0.16662735,0.000021489677,0.00007819135,0.00019105902,0.0029361958,0.0025957585,0.78841895,0.000027567248,0.0005918809,0.037500873],"study_design_scores_gemma":[0.0010648569,0.00057002174,0.9153073,0.000047423735,0.00001234282,0.000029287796,0.0012730984,0.0015338367,0.07847965,0.0012499952,0.00032335878,0.00010883764],"about_ca_topic_score_codex":0.00070843624,"about_ca_topic_score_gemma":0.00011345158,"teacher_disagreement_score":0.74867994,"about_ca_system_score_codex":0.0001821067,"about_ca_system_score_gemma":0.000034789733,"threshold_uncertainty_score":0.99884295},"labels":[],"label_agreement":null},{"id":"W2187023365","doi":"10.2112/si65-353.1","title":"Barrier shoreline evolution constrained by shoreface sediment reservoir and substrate control: The Miquelon-Langlade Barrier, NW Atlantic","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Shore; Barrier island; Progradation; Sediment transport; Oceanography; Sedimentary rock; Geomorphology; Sediment; Facies; Paleontology; Structural basin","score_opus":0.017418405876945986,"score_gpt":0.26192720351217047,"score_spread":0.24450879763522448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187023365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99012315,0.0013434872,0.0005319549,0.0052770427,0.00018674161,0.00040138714,0.00017936705,0.000010093309,0.0019467586],"genre_scores_gemma":[0.99772745,0.0003835539,0.00010888645,0.000102527,0.00018925071,0.0000022514141,0.000047203124,0.0000067268957,0.0014321541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973847,0.00042082634,0.00048501702,0.00019623688,0.0009367119,0.0005764608],"domain_scores_gemma":[0.99781346,0.00075806695,0.00014411219,0.00018130097,0.0006399395,0.00046309002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025021737,0.00016487935,0.0002634774,0.00016330564,0.00031194356,0.00025297192,0.00039474622,0.00009266754,0.0013766935],"category_scores_gemma":[0.00042910804,0.00009742013,0.00008828322,0.00027605405,0.0005578077,0.00038925826,0.00008347645,0.0008463698,0.00004842987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027262776,0.00023196521,0.786827,0.000186608,0.0004650928,0.000363757,0.00087384315,0.0028730382,0.021346694,0.0010411827,0.093004756,0.09005977],"study_design_scores_gemma":[0.0055169165,0.0042217425,0.74234766,0.00024514485,0.0000868094,0.0013389597,0.005283436,0.18983297,0.0004480375,0.015504246,0.03445695,0.0007171309],"about_ca_topic_score_codex":0.0075724497,"about_ca_topic_score_gemma":0.010269212,"teacher_disagreement_score":0.18695994,"about_ca_system_score_codex":0.000018353563,"about_ca_system_score_gemma":0.00031276955,"threshold_uncertainty_score":0.99953616},"labels":[],"label_agreement":null},{"id":"W2187174252","doi":"10.2112/si65-181.1","title":"Development and Application of a Geo-temporal Atlas for Climate Change Adaptation in Bay of Fundy Dykelands","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Department of Agriculture; Saint Mary's University","funders":"","keywords":"Intertidal zone; Bay; Marsh; Shore; Climate change; Coastal erosion; Geology; Salt marsh; Oceanography; Sea level; Physical geography; Geography; Wetland; Ecology","score_opus":0.07050129657719116,"score_gpt":0.31364998642955444,"score_spread":0.24314868985236326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187174252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777544,0.000097362186,0.0011776362,0.00015067786,0.000029870238,0.00030424644,0.000029217035,0.0000010520632,0.00043448812],"genre_scores_gemma":[0.9963034,0.00012177574,0.0034425114,0.000003897823,0.000035533423,0.000005649217,0.000036540274,0.0000019768925,0.00004872511],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99897605,0.000043033644,0.00036060144,0.00007088806,0.00036574312,0.00018367934],"domain_scores_gemma":[0.99917763,0.00018458984,0.00017405441,0.00004706799,0.00034107402,0.00007555314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011866727,0.000049686936,0.00014948813,0.0002450664,0.00003781447,0.000017571048,0.00009593175,0.00003346719,0.0000398768],"category_scores_gemma":[0.00006118413,0.00003769954,0.00002629814,0.00019240865,0.00005786906,0.00023436882,0.000038559385,0.00012210368,0.0000028893044],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003410208,0.000045974153,0.39490375,0.00019910997,0.00000853817,0.0000022100555,0.0009443811,0.00012419763,0.00032974343,0.0001558486,0.000018280682,0.60292697],"study_design_scores_gemma":[0.0006386615,0.0006043311,0.93654394,0.00006981802,0.0000025697582,0.000012597959,0.0011905339,0.057798024,0.00016428606,0.001172158,0.0017476924,0.000055366563],"about_ca_topic_score_codex":0.002259451,"about_ca_topic_score_gemma":0.022033215,"teacher_disagreement_score":0.6028716,"about_ca_system_score_codex":0.0000051678157,"about_ca_system_score_gemma":0.00009124829,"threshold_uncertainty_score":0.9958121},"labels":[],"label_agreement":null},{"id":"W2187376764","doi":"10.2112/1551-5036-36.sp1.352","title":"The distribution of Spartina anglica on estuarine mudflats in relation to wave-related hydrodynamic parameters.","year":2002,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Ulster University; Strong; Princeton University","keywords":"Spartina alterniflora; Spartina; Breaking wave; Population; Estuary; Wave model; Environmental science; Oceanography; Ecology; Geology; Marsh; Wave propagation; Biology; Geography; Wetland; Physics; Meteorology","score_opus":0.03859090273184541,"score_gpt":0.28752011435467856,"score_spread":0.24892921162283316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187376764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943676,0.000019737408,0.00012310341,0.0013506837,0.00010180342,0.00025145302,0.000008283829,0.0000040613063,0.0037732788],"genre_scores_gemma":[0.9990849,0.000064289845,0.000056966655,0.0000060832735,0.000015892008,0.0000040472996,0.0000043758905,0.000010441649,0.00075298914],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973571,0.00028584804,0.00066020625,0.00015756518,0.0011389308,0.00040035637],"domain_scores_gemma":[0.99877447,0.0005242709,0.00022608144,0.00024479374,0.00007250431,0.0001578604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025626998,0.00009883845,0.00019051225,0.00014269724,0.00014070758,0.000040816045,0.00028555858,0.00007158086,0.00013792068],"category_scores_gemma":[0.0009232178,0.0000689182,0.000080670885,0.000903576,0.00014277024,0.00018203162,0.00027764952,0.00059093593,0.00018115235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003310182,0.0024653631,0.23908426,0.000104890314,0.00014442981,0.0008063979,0.0037844735,0.33946043,0.02397859,0.0023601488,0.014402136,0.37009868],"study_design_scores_gemma":[0.0010611425,0.002156053,0.66263676,0.0002447653,0.0000076536835,0.00012622823,0.00026251693,0.328645,0.0005004465,0.0019643365,0.002223654,0.00017149176],"about_ca_topic_score_codex":0.0003827625,"about_ca_topic_score_gemma":0.0021354242,"teacher_disagreement_score":0.42355245,"about_ca_system_score_codex":0.00042103496,"about_ca_system_score_gemma":0.0000144193245,"threshold_uncertainty_score":0.28104025},"labels":[],"label_agreement":null},{"id":"W2255667184","doi":"10.2112/si65-030.1","title":"Predicting wave transmission past Reef Ball<sup>™</sup>submerged breakwaters","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breakwater; Coastal engineering; Hydraulics; Reef; Marine engineering; Ball (mathematics); Geology; Engineering; Oceanography; Geometry; Mathematics","score_opus":0.03140667014794122,"score_gpt":0.26458225258609913,"score_spread":0.23317558243815792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255667184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98169476,0.00013418068,0.00057342736,0.0018935914,0.00018373427,0.00023760858,0.000035611974,0.00001735161,0.015229725],"genre_scores_gemma":[0.9955444,0.0002331519,0.00079924765,0.0000413128,0.00041323644,0.0000010060554,0.000031031566,0.000008946852,0.0029276984],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99674505,0.00030314445,0.00056970457,0.00020493325,0.0014673714,0.0007098198],"domain_scores_gemma":[0.9981863,0.00030993606,0.00013833253,0.00016860923,0.0006141435,0.0005826776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018965729,0.00016015052,0.00026982347,0.00035895384,0.00029585863,0.00021854379,0.00040062107,0.00009639993,0.0036948875],"category_scores_gemma":[0.00017969418,0.0001104388,0.00016211573,0.00044654834,0.0001688231,0.00073260564,0.00008703796,0.0009814006,0.00016059187],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047186855,0.00008462386,0.14182916,0.00007707845,0.0000636731,0.00029870332,0.0009093542,0.0032040658,0.0015417314,0.00001888793,0.0060704825,0.8454304],"study_design_scores_gemma":[0.0020329778,0.0028358435,0.54662603,0.00038329847,0.00003027038,0.0013747663,0.0041275155,0.40309465,0.0004025534,0.0036243412,0.034978222,0.0004895418],"about_ca_topic_score_codex":0.0040206113,"about_ca_topic_score_gemma":0.0009767353,"teacher_disagreement_score":0.84494084,"about_ca_system_score_codex":0.000014289065,"about_ca_system_score_gemma":0.00019158046,"threshold_uncertainty_score":0.99721587},"labels":[],"label_agreement":null},{"id":"W2263164253","doi":"10.2112/si65-070.1","title":"Modelling beach-structure interaction using a Heaviside technique: application and validation","year":2013,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Heaviside step function; Breaking wave; Sediment transport; Shore; Jetty; Geology; Erosion; Meteorology; Forcing (mathematics); Longshore drift; Swash; Series (stratigraphy); Geomorphology; Climatology; Oceanography; Sediment; Mathematics; Physics; Wave propagation; Statistics","score_opus":0.05165025054210879,"score_gpt":0.33019229156331453,"score_spread":0.2785420410212057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263164253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89121455,0.000059779377,0.10775736,0.00018692166,0.00006539686,0.00021825278,0.000010353185,0.0000052103633,0.0004821979],"genre_scores_gemma":[0.99262685,0.00004703938,0.007105111,0.000008137102,0.00011896011,7.622226e-7,0.000023865181,0.0000030456533,0.00006626118],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896485,0.00009466876,0.00024090213,0.00009682268,0.00042993855,0.00017283465],"domain_scores_gemma":[0.9991869,0.00012929515,0.00011869249,0.000071311544,0.00038279063,0.00011106034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006485852,0.00006277836,0.0001018843,0.00024296956,0.00012757834,0.00014465272,0.00010247001,0.000049355254,0.00015196162],"category_scores_gemma":[0.000053566826,0.00004837102,0.000028692253,0.0002157339,0.000056449964,0.000686747,0.00003573663,0.000428983,0.000005828083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002536251,0.000040146107,0.03682585,0.00009456622,0.000029581845,0.000016808122,0.00031722718,0.2212378,0.049474835,0.00016629338,0.00023973791,0.69130355],"study_design_scores_gemma":[0.00015946638,0.00024106118,0.0070629194,0.000056204142,0.000006020832,0.00044721202,0.00035641933,0.9740206,0.0018554089,0.014808091,0.0008999248,0.000086641914],"about_ca_topic_score_codex":0.0046069375,"about_ca_topic_score_gemma":0.00041583763,"teacher_disagreement_score":0.7527828,"about_ca_system_score_codex":0.000011421087,"about_ca_system_score_gemma":0.000064755426,"threshold_uncertainty_score":0.69643426},"labels":[],"label_agreement":null},{"id":"W2268299365","doi":"","title":"Human Impact on the Sedimentary Regime of the Fraser River Delta, Canada","year":2000,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Delta; River delta; Intertidal zone; Oceanography; Estuary; Silt; Shoal; Sedimentary rock; Tidal irrigation; Hydrology (agriculture); Channel (broadcasting); Geomorphology; Paleontology","score_opus":0.03954255452064591,"score_gpt":0.3049826257287474,"score_spread":0.2654400712081015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268299365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98288494,0.00013802416,3.8585267e-7,0.0028197127,0.000045148445,0.000059495167,0.00006429199,7.018897e-7,0.013987295],"genre_scores_gemma":[0.99868417,0.000039355375,0.000008873303,0.00025305938,0.000061005638,1.2254584e-7,0.0000032464884,9.298253e-7,0.00094925036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845445,0.00020188735,0.00019994867,0.000044250715,0.0009008901,0.00019855548],"domain_scores_gemma":[0.9991346,0.00039627147,0.000078282465,0.000116484975,0.00018739658,0.000086955995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096905074,0.00005256421,0.000089355155,0.000041984644,0.00030916685,0.00002805958,0.00042253104,0.000023217683,0.018243225],"category_scores_gemma":[0.00008220737,0.000019763329,0.00006463722,0.00026875504,0.00018733594,0.00011736646,0.000015213008,0.00042011315,0.000024598905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079150946,0.00014411345,0.49588576,0.00004506529,0.00016990124,0.0001125753,0.00074862374,0.031504873,0.00008518987,0.000265309,0.36884716,0.101399936],"study_design_scores_gemma":[0.00018236118,0.0006504893,0.9726579,0.000045700497,0.000004390099,0.00002759046,0.00039884332,0.00022657162,0.0004914481,0.0026107498,0.022658799,0.000045149973],"about_ca_topic_score_codex":0.38567078,"about_ca_topic_score_gemma":0.32369792,"teacher_disagreement_score":0.47677216,"about_ca_system_score_codex":0.000008810362,"about_ca_system_score_gemma":0.0004263063,"threshold_uncertainty_score":0.9826542},"labels":[],"label_agreement":null},{"id":"W2278063773","doi":"10.2112/jcr-si50-165.1","title":"Innovative treatment by bioremediation of contaminated sediments from the Venice Lagoon, Italy: the Arsenale Vecchio case study.","year":2007,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Bioremediation; Geology; Contamination; Environmental science; Ecology; Biology","score_opus":0.04660353292695028,"score_gpt":0.3490128992037328,"score_spread":0.3024093662767825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278063773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974289,0.00007668325,0.00012910097,0.00092068844,0.00009446807,0.0004960689,0.000019824498,0.0000021628716,0.00083212246],"genre_scores_gemma":[0.9992253,0.0000590591,0.00004192685,0.00007122374,0.000052980962,0.000005990907,0.0000044622434,0.000007205744,0.0005318254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997172,0.00030709544,0.00046590116,0.00017095715,0.0015537599,0.00033027236],"domain_scores_gemma":[0.99879354,0.00051435246,0.0002880443,0.0002424065,0.000065475826,0.000096175296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004115126,0.00011196495,0.00015100616,0.00006307427,0.0003033272,0.00004552212,0.00046486608,0.000031179137,0.00024629402],"category_scores_gemma":[0.00008798712,0.000055307977,0.000052492353,0.0008166342,0.00053057336,0.00026617583,0.00036113753,0.00027365505,0.000052286243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062000594,0.0035740472,0.6769081,0.0000048617976,0.00035451504,0.0028120645,0.024211058,0.0002954746,0.14684938,0.00002313051,0.014463938,0.12988348],"study_design_scores_gemma":[0.0036697914,0.0060075824,0.77376914,0.000048625945,0.00007712693,0.00024070477,0.099521965,0.00015985146,0.08979016,0.000298551,0.026173836,0.00024265387],"about_ca_topic_score_codex":0.0050713476,"about_ca_topic_score_gemma":0.0024199688,"teacher_disagreement_score":0.12964082,"about_ca_system_score_codex":0.00035360572,"about_ca_system_score_gemma":0.000025227891,"threshold_uncertainty_score":0.7666394},"labels":[],"label_agreement":null},{"id":"W2294688799","doi":"","title":"Where the Bay Becomes the Sea - Video","year":2000,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Shoal; Salt marsh; Estuary; Transect; Oceanography; Ecosystem; Wetland; Marsh; Geology; Fishery; Environmental science; Geography; Ecology","score_opus":0.03688760668889052,"score_gpt":0.33147427111670846,"score_spread":0.29458666442781795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294688799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34261596,0.00015837913,0.00002072526,0.03226714,0.00007846248,0.00022687291,0.000004927777,0.000005130139,0.6246224],"genre_scores_gemma":[0.9110863,0.0016543494,0.00007370524,0.00025732638,0.00034026944,0.000008849346,6.0584057e-7,0.000017903141,0.086560674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626243,0.00060922623,0.00028626257,0.00012345813,0.002198794,0.0005198262],"domain_scores_gemma":[0.9985029,0.00081626454,0.00005541073,0.00035898498,0.000088960885,0.00017746814],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047527873,0.00008591065,0.00012794154,0.000048339465,0.0005257471,0.00022064152,0.0012469246,0.00004571663,0.09758991],"category_scores_gemma":[0.0003170812,0.000038948125,0.00011568011,0.00058845006,0.00086065993,0.00031784826,0.000557447,0.0012305237,0.0008468952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033904443,0.00011201441,0.14573215,0.000011751958,0.00003728097,0.00014927826,0.00059744064,0.00012021287,0.0002867983,0.00010311562,0.29880315,0.5537077],"study_design_scores_gemma":[0.0002208974,0.00029150047,0.051971044,0.000009606664,0.000002623132,0.00013370396,0.0004998639,0.00020356488,0.0001103163,0.0009165201,0.9455856,0.000054745648],"about_ca_topic_score_codex":0.00066080847,"about_ca_topic_score_gemma":0.0017231472,"teacher_disagreement_score":0.64678246,"about_ca_system_score_codex":0.00008501032,"about_ca_system_score_gemma":0.00009225802,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W2336306865","doi":"10.2112/jcoastres-d-15-00160.1","title":"Spatial and Temporal Sediment Dynamics in a Subarctic Salt Marsh (Gulf of St. Lawrence, Canada)","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec; Université du Québec à Rimouski","funders":"Parks Canada","keywords":"Salt marsh; Marsh; Geology; Sediment; Aeolian processes; Oceanography; Radiocarbon dating; Inlet; Estuary; Hydrology (agriculture); Geomorphology; Wetland; Ecology","score_opus":0.015775393143246032,"score_gpt":0.2688816371469845,"score_spread":0.25310624400373843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336306865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603206,0.000024901805,0.00071338646,0.0011949476,0.00013427022,0.00015594636,0.00007638157,0.0000018060556,0.0016663097],"genre_scores_gemma":[0.99917567,0.00006424074,0.000178828,0.000010119779,0.000038563696,0.0000022489244,0.000001718599,0.000012325498,0.00051627465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696547,0.00020859143,0.0005648697,0.00017193524,0.0016527547,0.0004363803],"domain_scores_gemma":[0.9989028,0.0003662255,0.00021479322,0.00016880676,0.00009527201,0.0002521047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070911,0.00011068809,0.00027407287,0.00017276518,0.000056953108,0.00002400127,0.00031419334,0.000057850186,0.0003416574],"category_scores_gemma":[0.00027277877,0.00007550693,0.000042344254,0.00032379868,0.00025026296,0.00021880044,0.00052103604,0.00031606457,0.0000056599306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034796537,0.000107767424,0.9673278,0.00005140825,0.000014907017,0.00022165642,0.000073141724,0.000053133368,0.0025876092,0.0001232262,0.0010318295,0.028059553],"study_design_scores_gemma":[0.0039240066,0.0020219774,0.96205676,0.0008759841,0.000015141295,0.00046584863,0.0014032809,0.019368492,0.0010446468,0.0036304763,0.004759527,0.00043384603],"about_ca_topic_score_codex":0.32296225,"about_ca_topic_score_gemma":0.9698617,"teacher_disagreement_score":0.64689946,"about_ca_system_score_codex":0.0011537474,"about_ca_system_score_gemma":0.0004456306,"threshold_uncertainty_score":0.6815462},"labels":[],"label_agreement":null},{"id":"W2340229010","doi":"10.2112/jcoastres-d-15-00172.1","title":"Monitoring Tidal Bores using Acoustic Tomography System","year":2017,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"State Key Laboratory of Satellite Ocean Environment Dynamics; National Natural Science Foundation of China","keywords":"Geology; Current (fluid); River mouth; Acoustic Doppler current profiler; Attenuation; Bay; Hydrology (agriculture); Geomorphology; Oceanography; Sediment; Geotechnical engineering","score_opus":0.07758565032835728,"score_gpt":0.376130698590867,"score_spread":0.2985450482625097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340229010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99369997,0.00015587584,0.0007050777,0.000105803156,0.0003193042,0.00005943258,0.0000022599754,0.0000065031627,0.004945782],"genre_scores_gemma":[0.9991512,0.00005015647,0.00039635785,0.0000031038705,0.00025470482,0.0000010770575,1.280524e-7,0.0000089593495,0.00013435236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981822,0.00008159095,0.00025976778,0.00012353905,0.0009908867,0.0003620109],"domain_scores_gemma":[0.9992419,0.00009587258,0.00018419036,0.00021935697,0.00008501459,0.00017368166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001730322,0.00008003271,0.00015957831,0.00012386958,0.00081430137,0.00012268932,0.0006469624,0.00007146963,0.00018436582],"category_scores_gemma":[0.00014591876,0.00006323428,0.000079558034,0.00012287094,0.00048473268,0.0005831413,0.00017515874,0.000498885,0.000040950687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028160174,0.000108065586,0.90245765,0.00009758174,0.000055339297,0.0009379472,0.00032077657,0.0050623636,0.085117385,0.00002731662,0.00028232834,0.0052516144],"study_design_scores_gemma":[0.0015030977,0.0010510588,0.9287127,0.0009474761,0.00007198399,0.0008588262,0.0016230142,0.003955289,0.05816106,0.00053001667,0.002235368,0.00035008581],"about_ca_topic_score_codex":0.00021656843,"about_ca_topic_score_gemma":0.00007019278,"teacher_disagreement_score":0.026956324,"about_ca_system_score_codex":0.00007178024,"about_ca_system_score_gemma":0.00005751732,"threshold_uncertainty_score":0.626303},"labels":[],"label_agreement":null},{"id":"W2512556606","doi":"10.2112/si75-159.1","title":"Sturgeon Bank, Fraser River Delta, BC, Canada: 150 Years of Human Influences on Salt Marsh Sedimentation","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Salt marsh; Delta; Coastal erosion; Sediment; River delta; Dredging; Erosion; Marsh; Flood myth; Geology; Hydrology (agriculture); Oceanography; Wetland; Shore; Geography; Ecology; Archaeology; Geomorphology","score_opus":0.043641225935340894,"score_gpt":0.31461821847033417,"score_spread":0.2709769925349933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512556606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736005,0.0001147007,0.000014066351,0.00054657715,0.00010372571,0.00005501397,0.000062778476,0.0000018022424,0.0017412835],"genre_scores_gemma":[0.9993909,0.00011483229,0.000074301664,0.000057656744,0.00006137966,2.5647643e-7,0.0000075194125,0.0000013430545,0.00029179075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981869,0.00013814424,0.00031404346,0.0000748503,0.0010613193,0.00022472859],"domain_scores_gemma":[0.9986094,0.0005906576,0.00015935919,0.00006974463,0.00043822342,0.0001325944],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009700249,0.00005677353,0.0001293619,0.00017477297,0.0001162899,0.000026354042,0.00022950028,0.000039821618,0.002634456],"category_scores_gemma":[0.00029315703,0.000032993357,0.00003520713,0.00023353117,0.00016332285,0.0003169086,0.00001759897,0.00019581935,0.000038929848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003566581,0.000058990714,0.7915619,0.000047226556,0.000045130888,0.00008647164,0.00026209053,0.00068809325,0.00088701205,0.00021601189,0.009878103,0.19591229],"study_design_scores_gemma":[0.0003512146,0.000930993,0.9886001,0.00008899563,0.0000035209746,0.000005995785,0.0003040992,0.00001862187,0.0016232745,0.002255449,0.005761958,0.000055805765],"about_ca_topic_score_codex":0.15947574,"about_ca_topic_score_gemma":0.36389202,"teacher_disagreement_score":0.20441629,"about_ca_system_score_codex":0.000013031978,"about_ca_system_score_gemma":0.00040400575,"threshold_uncertainty_score":0.99827725},"labels":[],"label_agreement":null},{"id":"W2513914784","doi":"10.2112/jcoastres-d-16-00057.1","title":"Influence of Potential Future Sea-Level Rise on Tides in the China Sea","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Estuary; Bay; Sea level rise; Oceanography; Coastal sea; Sea level; Amplitude; Geology; Environmental science; Yangtze river; China; Geography; Climate change","score_opus":0.025898595689363087,"score_gpt":0.2920631028288238,"score_spread":0.2661645071394607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513914784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936365,0.00008049632,0.00003769722,0.003302939,0.00010832464,0.00009048781,0.0001825816,0.0000018188778,0.002559154],"genre_scores_gemma":[0.9988472,0.000340004,0.000060984916,0.00003191429,0.00026210162,2.4366673e-7,0.0000035361936,0.000002548323,0.00045147867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977052,0.0003232551,0.00031616323,0.00010345206,0.0012320882,0.00031980543],"domain_scores_gemma":[0.9989131,0.00042131392,0.00012595484,0.00015730452,0.00026843583,0.00011388436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023105084,0.00008631673,0.00016077777,0.0002665264,0.00008749943,0.000040585048,0.0005576963,0.00005051689,0.00021425409],"category_scores_gemma":[0.00034131762,0.000039372804,0.000082675506,0.0003858081,0.00020027568,0.00028312212,0.00006521973,0.00052435946,0.00003095377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019277096,0.00017859846,0.42082772,0.00005749594,0.000030931245,0.0006041464,0.0005424588,0.0075249346,0.0015897463,0.00037836924,0.0026219848,0.5637159],"study_design_scores_gemma":[0.00046924752,0.00084350584,0.9933004,0.00010175559,0.0000027146743,0.0001222601,0.00027871624,0.00045104141,0.00013859411,0.0023920825,0.001841815,0.000057916885],"about_ca_topic_score_codex":0.0022234123,"about_ca_topic_score_gemma":0.009188108,"teacher_disagreement_score":0.57247263,"about_ca_system_score_codex":0.000007341971,"about_ca_system_score_gemma":0.00021800006,"threshold_uncertainty_score":0.512718},"labels":[],"label_agreement":null},{"id":"W2514528362","doi":"10.2112/si75-108.1","title":"Sediment Dynamics from Coast to Slope – Southern Canadian Beaufort Sea","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada)","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Environmental Studies Research Funds; ArcticNet; Imperial Oil Limited","keywords":"Oceanography; Continental shelf; Geology; Sediment transport; Sediment; Sedimentary budget; Upwelling; Storm surge; Coastal erosion; Arctic; Downwelling; Shore; Storm; Geomorphology","score_opus":0.07259711800202279,"score_gpt":0.31356978886996517,"score_spread":0.24097267086794238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514528362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672868,0.00016543652,0.00008823854,0.008608177,0.00046453098,0.00012873755,0.01783159,0.000003814953,0.005422666],"genre_scores_gemma":[0.9969833,0.0001458817,0.00008374689,0.00028404512,0.0005750553,4.2851218e-7,0.00025917595,0.0000072284815,0.001661133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978187,0.00014783668,0.00028842624,0.00014609566,0.000983081,0.0006158607],"domain_scores_gemma":[0.99787086,0.00045200638,0.00006738576,0.00016198459,0.00038960835,0.0010581808],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016132694,0.000102779704,0.00018123101,0.00036985896,0.00018679144,0.000109320055,0.00041043057,0.000068512134,0.015112654],"category_scores_gemma":[0.00018166903,0.000062445935,0.000072052775,0.00027417933,0.00008220709,0.00018570077,0.000041939835,0.00028772734,0.0014360145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025015706,0.000017988417,0.84150124,0.0000062603635,0.000036652265,0.0004056176,0.0009890561,0.000037668833,0.00071676663,0.000010099267,0.024651898,0.13137658],"study_design_scores_gemma":[0.0014524431,0.0017146019,0.75219923,0.00047861875,0.000019654337,0.0001855085,0.007886673,0.0012699188,0.0005403747,0.0013796093,0.23240548,0.00046785778],"about_ca_topic_score_codex":0.57578176,"about_ca_topic_score_gemma":0.9889566,"teacher_disagreement_score":0.4131748,"about_ca_system_score_codex":0.0000686382,"about_ca_system_score_gemma":0.0005883088,"threshold_uncertainty_score":0.9993415},"labels":[],"label_agreement":null},{"id":"W2515850627","doi":"10.2112/si75-181.1","title":"Three-Dimensional Numerical Simulation of Nonlinear Internal Waves in the St. Lawrence Estuary, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Seoul National University","keywords":"Estuary; Oceanography; Geology; Nonlinear system; Forcing (mathematics); Computer simulation; Physics; Climatology; Mechanics","score_opus":0.033464217428223184,"score_gpt":0.3016603024062907,"score_spread":0.2681960849780675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515850627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956223,0.0000636176,0.0014663925,0.0016951732,0.0001709667,0.00007571028,0.00010182813,0.0000011992591,0.000802864],"genre_scores_gemma":[0.9994367,0.000015879103,0.00026746799,0.00003364467,0.00011673407,1.213946e-7,0.000005488996,0.0000018908627,0.00012209713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786013,0.00015674734,0.00035511327,0.00008914725,0.0012915917,0.0002472817],"domain_scores_gemma":[0.99767953,0.0016755216,0.00012257737,0.00009966344,0.00032646122,0.00009625688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013916851,0.000067855915,0.00014632364,0.00012425525,0.00005508472,0.000021920694,0.0003825845,0.000026995287,0.00039038633],"category_scores_gemma":[0.00046164682,0.000032540767,0.000048018046,0.00027102194,0.00013508272,0.00017797989,0.00006704608,0.00033703106,0.0000046581363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011617908,0.000123894,0.48560286,0.000025326652,0.000029150126,0.00046429562,0.0001355389,0.036595725,0.0002471589,0.00012017958,0.0017448128,0.47374925],"study_design_scores_gemma":[0.0006568388,0.0008805035,0.77842563,0.00015694795,0.0000037869215,0.00014448845,0.00019291436,0.21219921,0.000056327444,0.0024496554,0.004737718,0.00009597374],"about_ca_topic_score_codex":0.33548424,"about_ca_topic_score_gemma":0.89459085,"teacher_disagreement_score":0.5591066,"about_ca_system_score_codex":0.000014969734,"about_ca_system_score_gemma":0.0007396616,"threshold_uncertainty_score":0.66894084},"labels":[],"label_agreement":null},{"id":"W2563084455","doi":"10.2112/si76-004","title":"Optimization of Data Collection and Refinement of Post-processing Techniques for Maritime Canada's First Shallow Water Topographic-bathymetric Lidar Survey","year":2016,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Community College","funders":"","keywords":"Bathymetry; Lidar; Turbidity; Waves and shallow water; Remote sensing; Geology; Oceanography; Wind speed; Hydrology (agriculture); Environmental science; Geotechnical engineering","score_opus":0.05388234022452164,"score_gpt":0.32264716212422595,"score_spread":0.2687648218997043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563084455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8811931,0.0001826501,0.10925556,0.0067809904,0.0000665603,0.0007225173,0.00034539466,0.000009963314,0.001443266],"genre_scores_gemma":[0.9846924,0.00020404831,0.014787663,0.0000079122,0.000018169269,0.0000011210951,0.00001685298,0.000008174913,0.00026363746],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986432,0.00009821525,0.0003337381,0.00013478349,0.00061010773,0.00017993362],"domain_scores_gemma":[0.99885243,0.00031631437,0.00014954078,0.00018750754,0.00041832388,0.0000758607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025403178,0.000055429467,0.00013697974,0.00022287102,0.00014213454,0.000022392289,0.00023983834,0.000039055787,0.000060995182],"category_scores_gemma":[0.00046183742,0.000034291323,0.000021749445,0.00047636803,0.00016925759,0.00019004518,0.00021552271,0.000088246416,2.429732e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013028737,0.00045862285,0.06397102,0.0002601789,0.000088753375,0.000008579534,0.00039913208,0.0006306068,0.20512521,0.0000148142535,0.017732706,0.7100075],"study_design_scores_gemma":[0.0027125885,0.004341008,0.57560503,0.0010944998,0.00008433969,0.00017991947,0.0006281091,0.0268857,0.33411995,0.0006220243,0.053124942,0.00060189946],"about_ca_topic_score_codex":0.094146535,"about_ca_topic_score_gemma":0.22612269,"teacher_disagreement_score":0.7094056,"about_ca_system_score_codex":0.0001026133,"about_ca_system_score_gemma":0.0001724115,"threshold_uncertainty_score":0.9118856},"labels":[],"label_agreement":null},{"id":"W2592160973","doi":"10.2112/jcoastres-d-16-00192.1","title":"Stability of Seabed Sediments in the Embayments of North Rustico, Prince Edward Island, Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Geological Survey of Canada; Acadia University","funders":"University of Southampton; Acadia University","keywords":"Estuary; Oceanography; Siltation; Geology; Sediment; Seabed; Benthic zone; Barrier island; Seagrass; Hydrology (agriculture); Eutrophication; Erosion; Silt; Shore; Geomorphology; Habitat; Ecology","score_opus":0.049682073545497425,"score_gpt":0.3064659713686882,"score_spread":0.2567838978231908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592160973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873324,0.000047966296,0.0000056745394,0.00035172902,0.00014218905,0.00012045926,0.00027613938,3.7468044e-7,0.011723074],"genre_scores_gemma":[0.99954355,0.000059013368,0.000026753985,0.000025159536,0.00005308656,2.4597577e-7,0.000015548196,0.00000122094,0.00027540966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774426,0.0003341781,0.0004413487,0.00009848622,0.001086689,0.0002950526],"domain_scores_gemma":[0.99845797,0.0005194806,0.0003524256,0.0002786203,0.00029793504,0.00009355625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023350567,0.00007273637,0.00024026523,0.00008614227,0.00012741686,0.00003126588,0.00088267867,0.000032025484,0.00033420132],"category_scores_gemma":[0.00057296426,0.000043060943,0.000045476972,0.00011985918,0.0002284673,0.0001523793,0.00010589807,0.00042175275,0.0000021693297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058500044,0.000055067838,0.9653441,0.000042540283,0.000024809891,0.00009542826,0.00012015004,0.000033569115,0.000103140366,0.0000071590493,0.00096031366,0.03262874],"study_design_scores_gemma":[0.00040535102,0.0005331884,0.9950765,0.000027244916,0.000004276674,0.000026149275,0.000291913,0.0001312902,0.00044372288,0.00009320091,0.0029247985,0.000042396605],"about_ca_topic_score_codex":0.6702868,"about_ca_topic_score_gemma":0.98303694,"teacher_disagreement_score":0.31275016,"about_ca_system_score_codex":0.000009609294,"about_ca_system_score_gemma":0.0009445645,"threshold_uncertainty_score":0.365927},"labels":[],"label_agreement":null},{"id":"W2606512005","doi":"10.2112/jcoastres-d-16-00150.1","title":"Competent<i>vs</i>. Observed Grain Size on the Seabed of the Gulf of Maine and Bay of Fundy","year":2017,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Bay; Seabed; Sediment; Geology; Grain size; Oceanography; Sediment transport; Geomorphology","score_opus":0.07725247793961633,"score_gpt":0.300124339366449,"score_spread":0.22287186142683268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606512005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130017,0.00008274759,0.000009387984,0.0031588383,0.00015791478,0.00014173845,0.0001499773,8.595959e-7,0.0049983896],"genre_scores_gemma":[0.9980836,0.00016735827,0.000081887956,0.000029780453,0.00005365443,1.4805893e-7,0.000001734281,0.0000029548992,0.0015789084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997912,0.0003133926,0.00040457686,0.00008834723,0.0010466771,0.000235001],"domain_scores_gemma":[0.99710244,0.0014617777,0.00048628869,0.00037823836,0.0004682915,0.000102952305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931552,0.00008478478,0.00027480192,0.000071311224,0.00024251752,0.000051092225,0.0008507001,0.000038393573,0.00026841133],"category_scores_gemma":[0.0017394109,0.000041127874,0.00013246128,0.00014821484,0.00077725825,0.00012642756,0.00027633156,0.00044297116,0.0000015565515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024895049,0.00020398559,0.9329362,0.00023977728,0.00014467223,0.000039153703,0.00059109356,0.00036161224,0.010159216,0.002058887,0.0015516217,0.049224272],"study_design_scores_gemma":[0.00058607815,0.0009795179,0.9909718,0.00014273718,0.000009520584,0.000024549072,0.00046117813,0.0012800844,0.0011385151,0.0033691078,0.0009910925,0.000045800793],"about_ca_topic_score_codex":0.0016045355,"about_ca_topic_score_gemma":0.008036936,"teacher_disagreement_score":0.058035612,"about_ca_system_score_codex":0.0000032184876,"about_ca_system_score_gemma":0.00017710567,"threshold_uncertainty_score":0.4484799},"labels":[],"label_agreement":null},{"id":"W2736200004","doi":"","title":"Spatial-temporal analysis of marine wildlife","year":2009,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Wildlife; Geography; Marine protected area; Environmental science; Fishery; Environmental resource management; Oceanography; Ecology; Geology; Biology; Habitat","score_opus":0.054725586839677876,"score_gpt":0.35744702114746135,"score_spread":0.3027214343077835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736200004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431317,0.00007757119,0.00024262886,0.0015123088,0.000034588258,0.00009248876,0.000004998932,0.0000033210251,0.0549004],"genre_scores_gemma":[0.99808496,0.0002872766,0.00056767056,0.00013157145,0.00006162726,4.994271e-7,0.0000017069611,0.00000478356,0.0008598851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971539,0.00016464273,0.00053262466,0.00013278559,0.0017036838,0.00031240503],"domain_scores_gemma":[0.99906105,0.00015259805,0.00026131383,0.00019281465,0.00015865646,0.00017354033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022234032,0.00009048828,0.00040971898,0.00029701734,0.00008005293,0.000022560584,0.00042787174,0.000036861533,0.006134036],"category_scores_gemma":[0.0004144856,0.0000699871,0.00023977942,0.0016643264,0.00019623706,0.00016977514,0.000655648,0.00035772752,0.000038647107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003230773,0.00033342233,0.7698207,0.0000105977715,0.00032545012,0.0001197633,0.00012749073,0.00038175078,0.0013672613,0.00006494951,0.014642582,0.21248297],"study_design_scores_gemma":[0.0002646594,0.0010178853,0.9760237,0.00001376694,0.000079818165,0.000010588885,0.00006851583,0.00056370697,0.00021876361,0.0004989946,0.021171996,0.000067643785],"about_ca_topic_score_codex":0.007566643,"about_ca_topic_score_gemma":0.011710256,"teacher_disagreement_score":0.21241534,"about_ca_system_score_codex":0.0001038366,"about_ca_system_score_gemma":0.000039963623,"threshold_uncertainty_score":0.99904203},"labels":[],"label_agreement":null},{"id":"W2774562848","doi":"10.2112/jcoastres-d-17-00105.1","title":"Does Astronomical and Geographical Information of Plutarch's <i>De Facie</i> Describe a Trip Beyond the North Atlantic Ocean?","year":2017,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Oceanography; Gulf Stream; Geography; Geology","score_opus":0.023588746162009774,"score_gpt":0.25930471275928946,"score_spread":0.23571596659727967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774562848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976775,0.00009158079,0.000042139767,0.0013294508,0.00005777584,0.00007196356,0.00003025401,0.0000010030668,0.0006983509],"genre_scores_gemma":[0.99913913,0.0006182943,0.00010291659,0.00002383441,0.00007311442,1.6098218e-7,0.000004410527,0.0000010397953,0.00003709798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988406,0.00008976781,0.0002516178,0.00005452361,0.0005203138,0.00024318644],"domain_scores_gemma":[0.9993435,0.00019458664,0.0001614346,0.00012123022,0.000057644174,0.000121614416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012286265,0.0000611441,0.00014262904,0.00007901086,0.00044635558,0.00015277571,0.0003325606,0.000027005222,0.00009828284],"category_scores_gemma":[0.0002197683,0.000028108025,0.000059531623,0.00005111373,0.00068511703,0.00047231762,0.00013395847,0.0003649659,0.000005835614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020872861,0.000012239141,0.9626029,0.000015956297,0.00002554238,0.00000462838,0.0003319864,0.00009534177,0.0000070580827,0.000010538386,0.0003843964,0.036300667],"study_design_scores_gemma":[0.00030362225,0.00033380082,0.98782927,0.00001319348,0.0000069488447,0.000023494471,0.000563205,0.0006106622,0.000015555495,0.0003265734,0.009937714,0.00003596515],"about_ca_topic_score_codex":0.0026719403,"about_ca_topic_score_gemma":0.003819949,"teacher_disagreement_score":0.036264703,"about_ca_system_score_codex":0.0000042216507,"about_ca_system_score_gemma":0.000048925227,"threshold_uncertainty_score":0.40391922},"labels":[],"label_agreement":null},{"id":"W2777221639","doi":"10.2112/jcoastres-d-17-00131.1","title":"Determining Beach User Knowledge of Rip Currents in Costa Rica","year":2017,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Rip current; Geography; Hazard; Fishery; Shore; Ecology","score_opus":0.20891564445721622,"score_gpt":0.5374646069893595,"score_spread":0.3285489625321433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777221639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868036,0.00056668563,0.000117847165,0.0005603676,0.00030129327,0.00012685198,0.0000043489817,0.0000014589317,0.009640774],"genre_scores_gemma":[0.99770194,0.00023274208,0.0003424859,0.000010217128,0.00019803144,0.0000017159547,0.000002464084,0.000007689324,0.0015026849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998202,0.00051467214,0.00054196955,0.0000952009,0.00036193308,0.00028419722],"domain_scores_gemma":[0.9980324,0.0005437964,0.00036035487,0.00026564117,0.0006651647,0.00013268141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069466047,0.000065891654,0.00036385265,0.00039835836,0.00014382359,0.000015674881,0.000285857,0.000109882385,0.0000876368],"category_scores_gemma":[0.0055431966,0.00005140092,0.00011602325,0.00010248777,0.00024138408,0.00020228761,0.00016665738,0.0010614437,0.000016457157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014971836,0.00047354095,0.869611,0.00016599568,0.000060633636,0.00017673476,0.00051993516,0.0000016950058,0.0064433194,0.00017418076,0.0072049396,0.113670826],"study_design_scores_gemma":[0.0021710636,0.0014375796,0.97764635,0.0012525069,0.000020636735,0.00016394386,0.00017436974,0.00016238091,0.0031239486,0.0011077456,0.012683493,0.00005600281],"about_ca_topic_score_codex":0.000029710814,"about_ca_topic_score_gemma":0.0000619156,"teacher_disagreement_score":0.11361482,"about_ca_system_score_codex":0.00005245597,"about_ca_system_score_gemma":0.00034687298,"threshold_uncertainty_score":0.6636124},"labels":[],"label_agreement":null},{"id":"W2914886734","doi":"10.2112/jcoastres-d-18-00056.1","title":"Detecting Indicator Taxa Associated with Benthic Organic Enrichment Using Different Video Camera Orientations","year":2019,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Benthic zone; Polychaete; Transect; Substrate (aquarium); Abundance (ecology); Oceanography; Environmental science; Ecology; Geology; Biology","score_opus":0.0444198508930473,"score_gpt":0.3190645809659348,"score_spread":0.27464473007288753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914886734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984809,0.00011324348,0.00004198236,0.00022612134,0.00023460967,0.00021067486,0.00001093588,0.00000589321,0.0006755979],"genre_scores_gemma":[0.9992047,0.000041450054,0.00006526398,0.00002972535,0.00009827603,7.1932357e-7,0.000016102767,0.000005212462,0.000538568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724436,0.0006693645,0.00034540228,0.00018534956,0.0009602379,0.0005953044],"domain_scores_gemma":[0.9976278,0.0013101605,0.00025550442,0.00013407784,0.0004191776,0.0002532959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027870308,0.00010998059,0.0002593757,0.00044899323,0.0003919825,0.0000752977,0.00034085623,0.0001229309,0.006584889],"category_scores_gemma":[0.00085892197,0.00007217529,0.000057507597,0.0005496589,0.0001973516,0.00020661825,0.00007749056,0.0012206403,0.00014902186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026132373,0.00006372876,0.99562067,0.0000124400685,0.00011241535,0.00006515753,0.00020726147,0.00017613864,0.0010703,0.000007056572,0.00006612704,0.0023373775],"study_design_scores_gemma":[0.0007330239,0.0017686856,0.9940579,0.000054175944,0.000012784274,0.000113702314,0.0009915467,0.0013251544,0.0006055819,0.00010296876,0.00014284578,0.00009161766],"about_ca_topic_score_codex":0.0002868579,"about_ca_topic_score_gemma":0.005590235,"teacher_disagreement_score":0.006435867,"about_ca_system_score_codex":0.00005277718,"about_ca_system_score_gemma":0.0005381945,"threshold_uncertainty_score":0.99432325},"labels":[],"label_agreement":null},{"id":"W2934344444","doi":"10.2112/jcoastres-d-18-00027.1","title":"Spatial and Temporal Variation of Surf Drownings in the Great Lakes: 2010–17","year":2019,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Geography; Population; Physical geography; Demography","score_opus":0.06974469667308826,"score_gpt":0.40693959122547246,"score_spread":0.3371948945523842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934344444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945559,0.00013341734,0.00018560822,0.0025838665,0.000121299694,0.00017895676,0.000002633039,9.211668e-7,0.0022374103],"genre_scores_gemma":[0.9977121,0.00007882633,0.00015332033,0.000056207413,0.00013216629,9.355709e-7,0.000004074145,0.0000037185148,0.0018586878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983095,0.000656346,0.0003586651,0.00006657931,0.00045915463,0.00014978192],"domain_scores_gemma":[0.9986554,0.00072139886,0.00017295308,0.00010104053,0.0003062047,0.00004301303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009123096,0.0000451789,0.00021928592,0.00022634621,0.000032927794,0.000007884226,0.00008423207,0.000086117936,0.00020267876],"category_scores_gemma":[0.0008997649,0.000027256707,0.000055235327,0.00015421314,0.00009354325,0.000117523115,0.00003219638,0.0006317396,0.0000075680305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025707239,0.00012770681,0.9704134,0.00011836863,0.00004482744,0.000066448214,0.0016150625,0.000004741987,0.013805676,0.00050742616,0.004224304,0.006501303],"study_design_scores_gemma":[0.00124148,0.0018100534,0.9918473,0.00022468109,0.000013417568,0.00021670996,0.00035233027,0.00018803452,0.00030839813,0.0023245863,0.0014448375,0.000028201794],"about_ca_topic_score_codex":0.0004112656,"about_ca_topic_score_gemma":0.00022063105,"teacher_disagreement_score":0.021433858,"about_ca_system_score_codex":0.000018025834,"about_ca_system_score_gemma":0.00016012612,"threshold_uncertainty_score":0.31619012},"labels":[],"label_agreement":null},{"id":"W2940848638","doi":"10.2112/jcoastres-d-11a-00021.1","title":"Reply to: Hugenholtz, C.H. and Barchyn, T.E., Discussion of: Sherman, D.J.; Li, B.; Farrell, E.J.; Ellis, J.T.; Cox, W.D.; Maia, L.P., and Sousa, P.H.G.O., 2011. Measuring aeolian saltation: A comparison of sensors.<i>In:</i>Roberts, T.M.; Rosati, J.D., and Wang, P. (eds.),<i>Proceedings, Symposium to Honor Dr. Nicholas Kraus,</i>Journal of Coastal Research, Special Issue No. 59, pp. 280–290","year":2011,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Philosophy; Humanities; Theology","score_opus":0.05275588362755097,"score_gpt":0.31971959219371765,"score_spread":0.2669637085661667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940848638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98636544,0.004837844,0.000052396746,0.0026818218,0.0005655771,0.0007588069,0.00010930613,0.0000074806676,0.0046213223],"genre_scores_gemma":[0.9895098,0.0052519552,0.001882377,0.00008639606,0.0015783038,0.0000029162643,0.0000075263524,0.000035974736,0.0016447067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993435,0.000561,0.0017154369,0.00053697365,0.00267927,0.0010723115],"domain_scores_gemma":[0.9940717,0.0007359182,0.00079827977,0.00025971563,0.002845353,0.0012889872],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007666832,0.00037770832,0.0011007912,0.0012260756,0.0003961643,0.000252499,0.00069369044,0.00021049177,0.00052731694],"category_scores_gemma":[0.0013044981,0.00027643013,0.00013794609,0.0009595832,0.00081969285,0.0010909778,0.00039462833,0.0016791634,0.000043987886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021319285,0.0010296954,0.50949776,0.0031772952,0.00035174197,0.0007842778,0.04785538,0.0014834767,0.034824733,0.00012277292,0.22524571,0.15430789],"study_design_scores_gemma":[0.009374682,0.032603525,0.58855844,0.0073007513,0.00020943327,0.0024778508,0.02655476,0.0072723427,0.047938075,0.002322522,0.27358282,0.0018048158],"about_ca_topic_score_codex":0.0029396145,"about_ca_topic_score_gemma":0.003038845,"teacher_disagreement_score":0.15250307,"about_ca_system_score_codex":0.00003559569,"about_ca_system_score_gemma":0.00050709845,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W2979407426","doi":"10.2112/jcoastres-d-19-00057.1","title":"Evolutionary Modeling of Inclined Dense Jets Discharged from Multiport Diffusers","year":2019,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Genetic programming; Froude number; Mixing (physics); Mechanics; Flow (mathematics); Work (physics); Mathematics; Computer science; Physics; Engineering; Mechanical engineering; Machine learning","score_opus":0.031264784002573064,"score_gpt":0.30268998064262337,"score_spread":0.2714251966400503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979407426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954833,0.00054134504,0.0023734544,0.00007308883,0.00035619063,0.00010758012,0.000029736764,0.000013249403,0.001022102],"genre_scores_gemma":[0.99823123,0.00012452393,0.0012653429,0.000004684284,0.00019677893,0.0000011425836,0.00000609529,0.000023707818,0.00014646644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99806017,0.000083374056,0.0004913759,0.00009437912,0.0009829428,0.00028774704],"domain_scores_gemma":[0.9989139,0.00025136466,0.000063760366,0.00018478467,0.0004276134,0.00015859568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311993,0.00010301029,0.00028455298,0.00028886535,0.000043163032,0.000020947531,0.00027427528,0.000089473775,0.00019066024],"category_scores_gemma":[0.00027878923,0.00008262398,0.00012810239,0.00017934649,0.000047746005,0.00021834257,0.00009143615,0.0006811426,0.000022057875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007230428,0.00011664183,0.014773769,0.00017777186,0.0002974873,0.00015304849,0.0014890769,0.690832,0.28375757,0.000111526424,0.0024501611,0.0051179067],"study_design_scores_gemma":[0.0014855741,0.00018938135,0.014611937,0.00021305162,0.000010519447,0.00003505127,0.00054914923,0.97572434,0.0048709405,0.001449196,0.0007111013,0.00014973596],"about_ca_topic_score_codex":0.00012161358,"about_ca_topic_score_gemma":0.000041948722,"teacher_disagreement_score":0.28489238,"about_ca_system_score_codex":0.00006043104,"about_ca_system_score_gemma":0.00013098709,"threshold_uncertainty_score":0.3369308},"labels":[],"label_agreement":null},{"id":"W2979870819","doi":"10.2112/jcoastres-d-18-00112.1","title":"Long-Term Eelgrass Habitat Change and Associated Human Impacts on the West Coast of Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Zostera marina; Habitat; Geography; Bay; Shore; Environmental science; Estuary; Seagrass; Intertidal zone; Ecosystem; Environmental change; Fishery; Ecology; Oceanography; Physical geography; Climate change; Biology; Geology","score_opus":0.06899064609686127,"score_gpt":0.29909489327784144,"score_spread":0.23010424718098016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979870819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98921883,0.00014583435,2.0236938e-7,0.0010136713,0.0001490659,0.00015088836,0.00013350899,0.0000015388501,0.009186479],"genre_scores_gemma":[0.9985416,0.00010161733,0.0000013416646,0.00012679839,0.000097885786,2.854346e-7,0.000026920807,0.0000029261107,0.0011006562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980842,0.00030865514,0.00027958126,0.00010449097,0.0008227656,0.000400302],"domain_scores_gemma":[0.99820834,0.0009739433,0.00020340152,0.0001196192,0.0003038516,0.0001908163],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017991489,0.00009471041,0.00023640384,0.00014065109,0.00014972169,0.000052396943,0.00029709813,0.000058641872,0.0009423706],"category_scores_gemma":[0.00031195732,0.000054121767,0.00004465925,0.00021122515,0.00012859268,0.00012882965,0.00006494256,0.00054908893,0.000012576269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002002625,0.000026565473,0.98782974,0.000029463132,0.000041576946,0.00011334383,0.00008263184,0.0000051721004,0.0009122211,0.000060130824,0.0025254847,0.008173381],"study_design_scores_gemma":[0.00032109063,0.0015358932,0.99677753,0.000102111226,0.0000037501131,0.00007286471,0.00029219704,0.000029576298,0.00024793958,0.00010631187,0.0004488491,0.00006190185],"about_ca_topic_score_codex":0.37488908,"about_ca_topic_score_gemma":0.9740124,"teacher_disagreement_score":0.5991233,"about_ca_system_score_codex":0.000012443835,"about_ca_system_score_gemma":0.00037851708,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W3011850987","doi":"10.2112/jcoastres-d-19-00142.1","title":"Evolutionary Prediction of the Trajectory of a Rosette Momentum Jet Group in Flowing Currents","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dimensionless quantity; Trajectory; Genetic programming; Jet (fluid); Momentum (technical analysis); Evolutionary algorithm; Mechanics; Reynolds number; Mathematics; Physics; Computer science; Machine learning; Mathematical optimization; Turbulence; Economics","score_opus":0.09353076414482987,"score_gpt":0.31902402440818395,"score_spread":0.2254932602633541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011850987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982867,0.000059907135,0.00009106419,0.00079420477,0.00012892218,0.000106473635,0.000016965318,0.0000027003066,0.0005130512],"genre_scores_gemma":[0.9997078,0.000016305457,0.0001725829,0.000021914197,0.000056979054,0.0000011970423,7.6660706e-7,0.0000057344023,0.000016696637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747103,0.00036758097,0.0004476363,0.00011251244,0.0013738672,0.00022737907],"domain_scores_gemma":[0.9994733,0.00015502197,0.00012530506,0.00009601525,0.00004602927,0.00010432876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015652447,0.0000625886,0.0001639765,0.00007968884,0.00006076894,0.0000069930015,0.00038047798,0.000048251928,0.0001719991],"category_scores_gemma":[0.00084430724,0.000041204985,0.00009989106,0.00065802154,0.000338248,0.00017853506,0.00036626688,0.0006290513,0.000007154197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005037674,0.00053347467,0.5452686,0.000079980935,0.00002636486,0.0000384099,0.0014663609,0.04314964,0.39768705,0.00002123887,0.005068566,0.006156533],"study_design_scores_gemma":[0.0010967184,0.0016024468,0.95039475,0.0003424848,0.0000094778125,0.000033996297,0.00017960939,0.03628949,0.0075600757,0.0007311954,0.0016808123,0.00007893207],"about_ca_topic_score_codex":0.0000698925,"about_ca_topic_score_gemma":0.000024339784,"teacher_disagreement_score":0.40512615,"about_ca_system_score_codex":0.00013857702,"about_ca_system_score_gemma":0.000047783284,"threshold_uncertainty_score":0.273295},"labels":[],"label_agreement":null},{"id":"W3029465383","doi":"10.2112/si95-245.1","title":"Attribution of Extreme Wave Height Records along the North Atlantic Coasts using Hindcast Data: Feasibility and Limitations","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hindcast; Climatology; Climate change; Counterfactual thinking; Maxima; Extreme value theory; Oceanic basin; Geography; Event (particle physics); Meteorology; Structural basin; Oceanography; Environmental science; Geology; History; Statistics; Physics; Mathematics; Psychology","score_opus":0.4927189316749786,"score_gpt":0.35790405320827,"score_spread":0.1348148784667086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029465383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968932,0.00065169984,0.0004359424,0.001512943,0.00013131837,0.00012653675,0.00010700431,0.0000023356058,0.00013900328],"genre_scores_gemma":[0.99796045,0.0005954321,0.0010566689,0.000027258968,0.00029299446,1.6357556e-9,0.000049249633,0.0000032318949,0.000014714716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997981,0.00039159835,0.00041871375,0.00016639254,0.00077949173,0.0002627765],"domain_scores_gemma":[0.99804235,0.0008552587,0.00021403143,0.00019434952,0.00048076728,0.00021322536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018693908,0.00008127877,0.00020215583,0.00008888565,0.00028478145,0.00009908908,0.00025515447,0.000039787927,0.00004400839],"category_scores_gemma":[0.0009477067,0.000049175836,0.000052481813,0.00044118115,0.00029594052,0.00040734163,0.00011628975,0.00052161893,0.000003489539],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054081914,0.00004733255,0.8970226,0.000114911236,0.00007395649,0.00020864107,0.0012490059,0.0014221516,0.0005155195,0.000016646201,0.00067854027,0.09810985],"study_design_scores_gemma":[0.0003405694,0.00043740188,0.8655609,0.00009114513,0.000022732434,0.00030289014,0.0011832064,0.13079274,0.00005112971,0.00011389917,0.0010332566,0.000070139555],"about_ca_topic_score_codex":0.0013828718,"about_ca_topic_score_gemma":0.014277287,"teacher_disagreement_score":0.12937059,"about_ca_system_score_codex":0.000009095287,"about_ca_system_score_gemma":0.00028896268,"threshold_uncertainty_score":0.79670614},"labels":[],"label_agreement":null},{"id":"W3031153237","doi":"10.2112/si95-095.1","title":"Long-term Variability in Inorganic Sediment Contributions to the Great Marsh, Massachusetts","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marsh; Transect; Sediment; Salt marsh; Spartina; Oceanography; Accretion (finance); Spartina alterniflora; Environmental science; Geology; Hydrology (agriculture); Bay; Wetland; Physical geography; Geomorphology; Ecology; Geography; Physics","score_opus":0.03828453375482554,"score_gpt":0.328414078174636,"score_spread":0.2901295444198105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031153237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523787,0.00035393707,0.0015789138,0.044065766,0.00018482529,0.00035270432,0.00012655072,0.000005776794,0.0009528297],"genre_scores_gemma":[0.9990584,0.00006130518,0.00004779429,0.0004324442,0.00032064857,8.329892e-7,0.000006799175,0.000002651959,0.00006907711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770045,0.000586964,0.00030663516,0.0001425294,0.00085134705,0.00041206536],"domain_scores_gemma":[0.9982165,0.00080976496,0.00006711359,0.00012384093,0.0003709821,0.0004118051],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004194737,0.0000812798,0.00017864084,0.00009874343,0.00015130278,0.00010347794,0.0004580029,0.00004908468,0.0011909945],"category_scores_gemma":[0.0020047287,0.00004924771,0.00005665015,0.00078511104,0.00008333988,0.00019277695,0.000075413074,0.00070239796,0.00022741582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071123877,0.000057627192,0.9480794,0.000090518624,0.0000334981,0.00041359934,0.00085660105,0.002385875,0.00035012438,0.000053796608,0.009332545,0.037635196],"study_design_scores_gemma":[0.00055078283,0.0010376129,0.9903344,0.00006913782,0.0000073106785,0.000076185934,0.0001545107,0.0026952187,0.00048626907,0.00059053255,0.003910426,0.000087632405],"about_ca_topic_score_codex":0.00024737715,"about_ca_topic_score_gemma":0.0021374235,"teacher_disagreement_score":0.046679754,"about_ca_system_score_codex":0.000026624059,"about_ca_system_score_gemma":0.0003753725,"threshold_uncertainty_score":0.99972206},"labels":[],"label_agreement":null},{"id":"W3040878964","doi":"10.2112/jcoastres-d-19-00181.1","title":"Numerical Modeling of Tsunami-Induced Scouring around a Square Column: Performance Assessment of FLOW-3D and Delft3D","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Square (algebra); Flume; Flow (mathematics); Water column; Geology; Numerical modeling; Numerical models; Computer simulation; Breakwater; Turbulence; Geotechnical engineering; Hydrostatic equilibrium; Hydrology (agriculture); Environmental science; Oceanography; Geography; Engineering; Mechanics; Meteorology; Simulation; Geometry","score_opus":0.06464161433020689,"score_gpt":0.3399254503675153,"score_spread":0.27528383603730844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040878964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410606,0.00031838415,0.014245354,0.00008656011,0.00006470649,0.00013445024,0.000004363752,0.000010941447,0.0010291674],"genre_scores_gemma":[0.99682945,0.00023098223,0.0027587907,0.000006295893,0.00014099672,0.0000023220332,7.9085373e-7,0.000025382822,0.0000050053695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99796593,0.00010753536,0.0005214817,0.0001101609,0.000980309,0.00031459416],"domain_scores_gemma":[0.9988941,0.0002233618,0.00009502825,0.000114858616,0.00043846873,0.00023421274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010835192,0.000116522984,0.0003905036,0.0002019662,0.000062448715,0.000040570027,0.0001867395,0.00007085636,0.000015373484],"category_scores_gemma":[0.00016083759,0.00010843924,0.00008331853,0.00037926773,0.00005017523,0.00028114129,0.000095342366,0.00078670616,0.0000015559693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021813503,0.00009302908,0.010292332,0.0018719725,0.00016234255,0.00011027001,0.00094007317,0.9027169,0.055335406,0.000041686555,0.0000531742,0.028164716],"study_design_scores_gemma":[0.0006663201,0.0010856315,0.0053873006,0.00043843698,0.000011497549,0.000040748553,0.00032267655,0.9864628,0.005448343,0.00002302986,0.000023360506,0.000089892375],"about_ca_topic_score_codex":0.000025944262,"about_ca_topic_score_gemma":0.000010218249,"teacher_disagreement_score":0.083745904,"about_ca_system_score_codex":0.000044782217,"about_ca_system_score_gemma":0.00018162905,"threshold_uncertainty_score":0.4422024},"labels":[],"label_agreement":null},{"id":"W3082015527","doi":"10.2112/jcr-si101-044.1","title":"The Burley Beach Blow and the Troelsbane","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Plage; Geology; Geography; Oceanography; Shore","score_opus":0.10000321984973291,"score_gpt":0.3972444123349554,"score_spread":0.29724119248522246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082015527","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2910439,0.020763228,0.00010270161,0.40069047,0.0014502979,0.0007582619,0.000034929555,0.000026098118,0.28513008],"genre_scores_gemma":[0.9901965,0.0016165372,0.000020606685,0.00041533448,0.0017235042,0.0000014785923,3.2609006e-7,0.0000062612985,0.0060194437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713886,0.0009286494,0.0002144209,0.000067891895,0.0013019062,0.00034829415],"domain_scores_gemma":[0.99744713,0.0014938762,0.00009057246,0.00008713016,0.00057883264,0.00030246182],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005330734,0.0000521776,0.00013483436,0.000033008007,0.001376621,0.00025956664,0.00045567527,0.000047840615,0.00006212845],"category_scores_gemma":[0.0032768333,0.000025911686,0.00010022426,0.0002363498,0.0018441932,0.00010464223,0.000080204256,0.0007772938,0.000009701458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001222108,0.000049554954,0.0005489161,0.000025122965,0.000106023916,0.00010502769,0.13903295,0.0000052825385,0.00033207363,0.388286,0.44218257,0.028104369],"study_design_scores_gemma":[0.00059228524,0.00014118683,0.00022163433,0.000010272952,0.000009139833,0.000014849183,0.024260892,0.00002300881,0.00003367995,0.003697866,0.97095984,0.00003532967],"about_ca_topic_score_codex":0.0005581225,"about_ca_topic_score_gemma":0.0012466769,"teacher_disagreement_score":0.6991526,"about_ca_system_score_codex":0.000057954603,"about_ca_system_score_gemma":0.00050726195,"threshold_uncertainty_score":0.99992347},"labels":[],"label_agreement":null},{"id":"W3082424249","doi":"10.2112/jcr-si101-047.1","title":"25 Years of Salt Marsh Research, Restoration, and Being Stuck in the Mud in the Bay of Fundy, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Mount Allison University","funders":"","keywords":"Bay; Salt marsh; Oceanography; Marsh; Fishery; Geology; Geography; Wetland; Ecology; Biology","score_opus":0.06203404927520041,"score_gpt":0.3383816418775821,"score_spread":0.2763475926023817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082424249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895429,0.00006749349,0.000004567417,0.0074359053,0.000017340546,0.0001312028,0.0000051896664,2.887424e-7,0.0027951081],"genre_scores_gemma":[0.9996055,0.00015312388,0.000031169926,0.00011647027,0.000043427463,0.0000021829856,8.1305126e-7,0.0000035409944,0.000043792686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679774,0.0010628343,0.00034381734,0.00009541304,0.001429391,0.00027078707],"domain_scores_gemma":[0.99843824,0.0012051224,0.00009024293,0.00011955018,0.00007215524,0.00007469228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069828904,0.000043570148,0.00014756843,0.00011172513,0.000066971385,0.00002464519,0.0005246571,0.00003492539,0.000077233024],"category_scores_gemma":[0.0010545527,0.000026669335,0.00002065945,0.0007064838,0.0003226673,0.000107390704,0.00023968884,0.0007201715,0.0000014061281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034681417,0.00012262234,0.95295066,0.00003740218,0.000010504472,0.0004677611,0.009038455,0.00024525798,0.0050250315,0.0004247669,0.026301088,0.0050296686],"study_design_scores_gemma":[0.00047313055,0.00063601934,0.9852585,0.000030727948,0.0000014199716,0.000026162397,0.0043684756,0.0001480116,0.00012328905,0.0010982498,0.0078044874,0.000031483447],"about_ca_topic_score_codex":0.07050393,"about_ca_topic_score_gemma":0.6636642,"teacher_disagreement_score":0.5931603,"about_ca_system_score_codex":0.000086790475,"about_ca_system_score_gemma":0.00028389785,"threshold_uncertainty_score":0.9356857},"labels":[],"label_agreement":null},{"id":"W3082657816","doi":"10.2112/jcr-si101-007.1","title":"Beach Freeze-up Investigations, Devon Island, Nunavut, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Oceanography; Archaeology; Geography; Barrier island; Shore","score_opus":0.12397088733554294,"score_gpt":0.315205091545113,"score_spread":0.19123420420957005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082657816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755308,0.0014395076,0.00002667292,0.015168448,0.00048572052,0.000105214094,0.003143049,0.00000383127,0.004096755],"genre_scores_gemma":[0.9969096,0.00024537434,0.000064560954,0.0009375146,0.0007829415,2.354953e-7,0.0006008545,0.000004386201,0.00045448547],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786663,0.0001776406,0.0003056942,0.000111491914,0.0011863738,0.00035216834],"domain_scores_gemma":[0.99852514,0.00039396604,0.000097926655,0.000085747895,0.00034823347,0.0005489811],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008072896,0.00008229506,0.00016726022,0.00009884375,0.0001908897,0.000103499784,0.00034676335,0.00004391727,0.00947354],"category_scores_gemma":[0.00052752026,0.0000634443,0.00004832841,0.00042587993,0.00010061419,0.00022880833,0.000031402717,0.00061755185,0.00007797502],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016285614,0.00000867033,0.59850997,0.00004493412,0.000021446625,0.00042458667,0.0009363715,0.00021053913,0.00094515627,0.000018042516,0.3936508,0.005066617],"study_design_scores_gemma":[0.0012515145,0.0012700526,0.29011774,0.0001407857,0.00001666569,0.00038576996,0.005374447,0.0046596066,0.0018128084,0.0008386676,0.69381374,0.00031818924],"about_ca_topic_score_codex":0.5327694,"about_ca_topic_score_gemma":0.99106485,"teacher_disagreement_score":0.45829546,"about_ca_system_score_codex":0.000014690604,"about_ca_system_score_gemma":0.001268781,"threshold_uncertainty_score":0.99143195},"labels":[],"label_agreement":null},{"id":"W3082944272","doi":"10.2112/jcr-si101-005.1","title":"Nearshore Bar Morphodynamics, Kouchibouguac Bay (1971-76)","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; University of Guelph","funders":"","keywords":"Beach morphodynamics; Bay; Geology; Oceanography; Bar (unit); Geomorphology; Sediment transport; Sediment","score_opus":0.06917240809160048,"score_gpt":0.3147104345616129,"score_spread":0.24553802647001244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082944272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95120734,0.00064624276,0.0012635087,0.010731173,0.00062216073,0.00023232882,0.0002353023,0.000028209315,0.035033748],"genre_scores_gemma":[0.99643826,0.00033723284,0.0010235786,0.00025689224,0.0006202343,2.1680547e-7,0.000040962324,0.000009193716,0.0012734391],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970738,0.00023999879,0.00048311596,0.00021278548,0.0014147491,0.00057551166],"domain_scores_gemma":[0.99810356,0.00036045228,0.00014540696,0.0001587144,0.0005270737,0.00070476526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013923342,0.00015175731,0.0003050799,0.00020247552,0.00019343653,0.00017957129,0.00064781326,0.00008071016,0.0025500746],"category_scores_gemma":[0.00065892225,0.00011694897,0.00017801825,0.0005953064,0.00022875676,0.0003917064,0.00017258081,0.0011602594,0.00038456346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028326695,0.00019697538,0.2670558,0.00034872146,0.00021277137,0.0045350054,0.0018799441,0.00985504,0.0019730604,0.0014615017,0.024536297,0.6851122],"study_design_scores_gemma":[0.0029660221,0.0075503774,0.44315794,0.00027762988,0.00005082951,0.001615401,0.0048829094,0.2596752,0.00024142668,0.008795084,0.26986346,0.0009237238],"about_ca_topic_score_codex":0.0007018002,"about_ca_topic_score_gemma":0.0033842,"teacher_disagreement_score":0.6841885,"about_ca_system_score_codex":0.000010898211,"about_ca_system_score_gemma":0.000411238,"threshold_uncertainty_score":0.9983617},"labels":[],"label_agreement":null},{"id":"W3095586774","doi":"10.2112/jcr-si112-074.1","title":"The Influence of Happiness Based on the Students of Neural Networks -An Empirical Study in Qinhuangdao","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Psychology; Empirical research; Construct (python library); China; Social psychology; Geography; Mathematics; Computer science; Statistics","score_opus":0.10935017359805299,"score_gpt":0.44443474227659646,"score_spread":0.33508456867854347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095586774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96759605,0.000039258695,0.025035862,0.006867214,0.000072001145,0.0003082332,6.408598e-7,0.0000110394185,0.00006969789],"genre_scores_gemma":[0.99923456,0.000016723181,0.0005130102,0.00018404622,0.000033053722,0.0000065407307,4.4374413e-8,0.00000630174,0.000005732529],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9961907,0.00069471484,0.000603803,0.00017950378,0.0020004362,0.00033082825],"domain_scores_gemma":[0.99605775,0.0022633143,0.00029093144,0.0006310064,0.0006689993,0.00008797722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034211373,0.00009785917,0.00024618403,0.00017206169,0.00013284829,0.0000925078,0.004673987,0.000070205446,0.0000021109008],"category_scores_gemma":[0.0029238535,0.000052329335,0.00006444575,0.0014744668,0.00035558353,0.00027227157,0.0013912952,0.0015739775,6.27746e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010496837,0.0015138942,0.2844468,0.000025921703,0.000057340134,0.00040055308,0.0029320805,0.6683664,0.00080765074,0.0029702832,0.00046409617,0.03696532],"study_design_scores_gemma":[0.0015421981,0.009919363,0.3656876,0.00011903724,0.0000047035096,0.000015075208,0.0032735579,0.61514515,0.0008249363,0.0031797073,0.00014997073,0.00013866159],"about_ca_topic_score_codex":0.000025715583,"about_ca_topic_score_gemma":0.00007695898,"teacher_disagreement_score":0.0812408,"about_ca_system_score_codex":0.00003721939,"about_ca_system_score_gemma":0.00017722198,"threshold_uncertainty_score":0.86855084},"labels":[],"label_agreement":null},{"id":"W3137169063","doi":"10.2112/jcoastres-d-20-00135.1","title":"Hydrodynamic Controls on the Particle Size of Resuspended Sediment from Sandy and Muddy Substrates in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flume; Sediment; Geology; Benthic zone; Turbulence; Drag coefficient; Dimensionless quantity; Drag; Hydrology (agriculture); Bay; Oceanography; Reynolds number; Bedform; Turbulence kinetic energy; Sediment transport; Geomorphology; Environmental science; Geotechnical engineering; Flow (mathematics); Physics; Mechanics","score_opus":0.0176383934841046,"score_gpt":0.2591872715919691,"score_spread":0.2415488781078645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137169063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972389,0.00026680608,0.0000014198482,0.0015324204,0.000039016955,0.000093826515,0.000027494343,0.000001014988,0.00079912244],"genre_scores_gemma":[0.99930257,0.00012966954,0.000017002061,0.00012057029,0.000015373786,0.0000029656337,0.0000016706092,0.000004657285,0.00040554593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820316,0.00025585244,0.00034253957,0.00014003372,0.00079922937,0.0002591807],"domain_scores_gemma":[0.9985526,0.0010927162,0.00008569025,0.0001050705,0.00005756171,0.00010632187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012131701,0.000049013925,0.00018538412,0.000008512029,0.00010249859,0.000059198366,0.00017905839,0.00004085629,0.0023816999],"category_scores_gemma":[0.00038704436,0.000049506172,0.000027175529,0.00020749905,0.00027601814,0.00010311158,0.000061717015,0.00040927774,0.0000025035288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029723565,0.00034159454,0.93294406,0.000013931065,0.000058819624,0.001794933,0.00032740925,0.0008693173,0.060098037,0.00001691784,0.0013970092,0.0018407283],"study_design_scores_gemma":[0.0014172818,0.0003180127,0.9779101,0.0000973174,0.00000924244,0.000044183365,0.0011223978,0.0005533813,0.016253453,0.0017136425,0.00048912596,0.00007185807],"about_ca_topic_score_codex":0.5256103,"about_ca_topic_score_gemma":0.99057823,"teacher_disagreement_score":0.4649679,"about_ca_system_score_codex":0.00007354548,"about_ca_system_score_gemma":0.0003126594,"threshold_uncertainty_score":0.99853027},"labels":[],"label_agreement":null},{"id":"W3177446860","doi":"10.2112/jcoastres-d-20-00144.1","title":"Effect of Lateral Spacing of Structures on Tsunami-Induced Scour","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Flume; Flow (mathematics); Geology; Flood myth; Magnitude (astronomy); Bridge scour; Geotechnical engineering; Oceanography; Geography; Pier; Mechanics","score_opus":0.026061154587516885,"score_gpt":0.34907968406691947,"score_spread":0.32301852947940257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177446860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972148,0.00025573187,0.000047505273,0.00003052805,0.00024170784,0.000081880346,0.000005962122,0.0000072704506,0.0021146394],"genre_scores_gemma":[0.99961925,0.00005695767,0.00007140163,0.0000028883142,0.00014703523,7.1320807e-7,0.0000011282128,0.000022612332,0.00007801914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99777883,0.00039279275,0.00036494457,0.00008346186,0.001087622,0.0002923431],"domain_scores_gemma":[0.9982963,0.00090696773,0.0000866607,0.00018062833,0.0004094448,0.00011999614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018033776,0.00011377615,0.0003891907,0.0003376409,0.00003378088,0.00003327174,0.00018917299,0.00008531717,0.000058078545],"category_scores_gemma":[0.00059072825,0.000088274806,0.00016040853,0.0003581198,0.00004753441,0.00011220387,0.00006972832,0.000738236,0.0000052566884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005331309,0.000054302058,0.004278918,0.0010445409,0.00020049971,0.00063078664,0.00030066152,0.007101711,0.9509822,0.000255343,0.00034188124,0.034276035],"study_design_scores_gemma":[0.00094485824,0.0022020051,0.017934842,0.0005915342,0.000012010731,0.0001049365,0.00004377814,0.0006426478,0.9770913,0.00029870385,0.000060483268,0.000072862276],"about_ca_topic_score_codex":0.000018630824,"about_ca_topic_score_gemma":0.000029361137,"teacher_disagreement_score":0.03420317,"about_ca_system_score_codex":0.000032611213,"about_ca_system_score_gemma":0.000105181076,"threshold_uncertainty_score":0.35997424},"labels":[],"label_agreement":null},{"id":"W3185569920","doi":"10.2112/jcoastres-d-20-00150.1","title":"Loose and Limited Concepts: Using Coauthor Network Analysis to Identify Potential Gaps in the Understanding of Barrier Islands","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Storm; Coastal geography; Swash; Barrier island; Field (mathematics); Geography; Oceanography; Operations research; Geology; Geomorphology; Engineering; Shore","score_opus":0.07882856524271344,"score_gpt":0.37560659006696917,"score_spread":0.29677802482425575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185569920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113137,0.0005917269,0.0064218286,0.00046696994,0.00015542292,0.00008242617,0.000057723955,0.0000013811645,0.0010911716],"genre_scores_gemma":[0.99902636,0.00017724869,0.00043267506,0.000057798472,0.00014147822,1.1245785e-7,0.000016712129,0.0000025750376,0.00014504167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977059,0.0005134565,0.00040197175,0.0001342703,0.00090384297,0.00034060527],"domain_scores_gemma":[0.99870545,0.0005571575,0.00011702943,0.00012543348,0.00033343225,0.00016152186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029669143,0.00008034008,0.00027148312,0.00044880164,0.00016165474,0.00017092146,0.0002265655,0.000049564696,0.00033114007],"category_scores_gemma":[0.00036274065,0.00005550684,0.000119250806,0.002224611,0.0001484605,0.00018314175,0.00011845297,0.00044018967,0.0000013466951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014096564,0.00012058741,0.7974655,0.00009620228,0.0007254392,0.0023493893,0.0038503902,0.15939124,0.003160027,0.0006392804,0.0010251342,0.029767167],"study_design_scores_gemma":[0.0013404354,0.0008426226,0.8251485,0.00022381182,0.00029420108,0.00059247075,0.024957828,0.13420877,0.00012689631,0.010988948,0.0010134773,0.00026200368],"about_ca_topic_score_codex":0.0007147977,"about_ca_topic_score_gemma":0.014903199,"teacher_disagreement_score":0.029505163,"about_ca_system_score_codex":0.000014063354,"about_ca_system_score_gemma":0.00022733794,"threshold_uncertainty_score":0.83163345},"labels":[],"label_agreement":null},{"id":"W3206544456","doi":"10.2112/jcr-si100-beach-072.1","title":"Canada, British Columbia, Graham Island, Gulf of Alaska Coast","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology; Barrier island; Geography; Archaeology; Shore","score_opus":0.023741109931346992,"score_gpt":0.25496800097748096,"score_spread":0.23122689104613398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206544456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96369624,0.0008235104,0.000027151194,0.00045607396,0.00040162785,0.000064844375,0.00095928035,0.0000021637518,0.033569112],"genre_scores_gemma":[0.9742402,0.00047389066,0.00009055677,0.00010421235,0.00020719353,1.7447155e-7,0.000084144594,0.0000032889739,0.024796348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99750614,0.00031081957,0.00049095566,0.00015006296,0.001101054,0.0004409621],"domain_scores_gemma":[0.99788755,0.0005398298,0.00017217375,0.0001389352,0.0010044423,0.0002570679],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011208742,0.00006899055,0.00032206392,0.00007443597,0.00013835139,0.00015925225,0.00033433118,0.00007154002,0.0070425016],"category_scores_gemma":[0.0004764613,0.000079727695,0.00009141834,0.00041179534,0.0001553837,0.00013976246,0.00009122246,0.0005583564,0.000011185411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012963415,0.000058422724,0.49672702,0.000055410885,0.00006700004,0.003700087,0.00003147787,0.000082731145,0.00029088347,0.0000059691592,0.26224533,0.23660602],"study_design_scores_gemma":[0.0009820862,0.0010402128,0.65320367,0.00016733717,0.000013729654,0.005303183,0.0013534962,0.00013669502,0.0005429797,0.0009712168,0.3360844,0.00020100898],"about_ca_topic_score_codex":0.983165,"about_ca_topic_score_gemma":0.99986726,"teacher_disagreement_score":0.23640501,"about_ca_system_score_codex":0.000009371349,"about_ca_system_score_gemma":0.0031865013,"threshold_uncertainty_score":0.9938652},"labels":[],"label_agreement":null},{"id":"W3378117","doi":"10.1002/bms.1200150602","title":"The Influence of Coastal Morphology on Shoreface Sediment Transport under Storm Combined Flows, Canadian Beaufort Sea","year":2001,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sediment transport; Geology; Submarine pipeline; Oceanography; Storm surge; Downwelling; Sediment; Sedimentary budget; Storm; Current (fluid); Geomorphology; Upwelling","score_opus":0.026832760594753424,"score_gpt":0.28232613493818287,"score_spread":0.25549337434342945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3378117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920309,0.000077237324,0.000035316705,0.002366289,0.000260899,0.000189639,0.00020198058,0.000004564482,0.0048331586],"genre_scores_gemma":[0.9979444,0.0004480933,0.00004537487,0.00011336055,0.000085775544,7.2263896e-7,0.00004772826,0.000006794079,0.0013077521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970622,0.00019451338,0.00052131765,0.00016823555,0.0013325479,0.000721162],"domain_scores_gemma":[0.99791133,0.000541487,0.00014686715,0.00023298149,0.0005910597,0.00057624833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024987045,0.00015258283,0.00027098777,0.00033861984,0.0003608959,0.00004557135,0.0006101641,0.00009116653,0.00039413845],"category_scores_gemma":[0.00013626859,0.000099828576,0.000121953424,0.0004911961,0.00038645254,0.00020462633,0.00004614681,0.00085058773,0.000031153457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035498256,0.00019696528,0.7943804,0.00003310765,0.00017731516,0.0015367187,0.00043522415,0.112412676,0.00067956507,0.0009010934,0.0020304762,0.08366659],"study_design_scores_gemma":[0.0007521447,0.0023995172,0.9732931,0.00005322769,0.000012120396,0.00031423892,0.00083426596,0.0027583952,0.0000757428,0.001001661,0.018360866,0.00014468782],"about_ca_topic_score_codex":0.21833524,"about_ca_topic_score_gemma":0.9077996,"teacher_disagreement_score":0.6894644,"about_ca_system_score_codex":0.000040230803,"about_ca_system_score_gemma":0.001237364,"threshold_uncertainty_score":0.78686994},"labels":[],"label_agreement":null},{"id":"W4233713186","doi":"10.2112/1551-5036-28.2.ii","title":"COVER PHOTOGRAPH: WATERFRONT REDEVELOPMENT, VANCOUVER, BRITISH COLUMBIA, CANADA","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Cover (algebra); Archaeology; Geography; Geology; Civil engineering; Engineering","score_opus":0.018835788653773316,"score_gpt":0.2549867870155407,"score_spread":0.23615099836176737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233713186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920697,0.000049862687,0.000023821043,0.000039983373,0.0023946145,0.00012006167,0.000015943688,0.0000045392726,0.005281462],"genre_scores_gemma":[0.9952001,0.000055964614,0.00057008094,0.000039088372,0.00021273935,0.0000040652067,0.0000016251371,0.000013956443,0.0039023715],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9970849,0.0002002581,0.00038650862,0.00011706636,0.0015982904,0.0006129564],"domain_scores_gemma":[0.9991856,0.00009193125,0.0001468696,0.00012730477,0.00010091543,0.0003473293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023960934,0.00006919802,0.00017033912,0.000048945807,0.00022987131,0.00019140028,0.0002782035,0.000051091753,0.009040985],"category_scores_gemma":[0.00021206,0.00008594648,0.000053129468,0.0002663804,0.00023616508,0.0005671069,0.00028522182,0.00030883207,0.0000758641],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048027738,0.000048452304,0.4675608,0.0000060158377,0.000017268425,0.00006394194,0.000059370166,0.000008967039,0.007058428,2.479876e-7,0.5209645,0.0041639796],"study_design_scores_gemma":[0.00045528376,0.00008738664,0.6394077,0.000047976635,0.0000050812178,0.0005325062,0.00030951694,0.000003148771,0.0037393158,0.00008781527,0.35519227,0.00013197002],"about_ca_topic_score_codex":0.9041381,"about_ca_topic_score_gemma":0.99110436,"teacher_disagreement_score":0.17184693,"about_ca_system_score_codex":0.00059545273,"about_ca_system_score_gemma":0.00032880684,"threshold_uncertainty_score":0.99186486},"labels":[],"label_agreement":null},{"id":"W4246319661","doi":"10.2112/jcr-si101-fieldphoto19.1","title":"Stanhope Lane Beach, Prince Edward Island, Canada, October 1985","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geography; Beach nourishment; Archaeology; Plage; Fishery; Geology; Shore; Biology","score_opus":0.025740172835120124,"score_gpt":0.27447817124617585,"score_spread":0.24873799841105573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246319661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79598534,0.013317458,0.02530492,0.019940747,0.0034532463,0.000829584,0.00031250837,0.00030324172,0.14055297],"genre_scores_gemma":[0.9974265,0.0003336744,0.0003728145,0.00006196938,0.000706138,0.0000018898853,0.0000031245556,0.00003097284,0.0010628963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998216,0.00003847237,0.00031301787,0.000089278285,0.00094890257,0.0003943606],"domain_scores_gemma":[0.9991168,0.00017071649,0.00003185675,0.00010777933,0.0003023696,0.00027049414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004480234,0.00012308733,0.0002580386,0.000102526894,0.00005969601,0.000042330303,0.000286459,0.000038626225,0.00011242573],"category_scores_gemma":[0.0003390139,0.00010291793,0.000057430363,0.00029650572,0.000033943285,0.000099234865,0.00013982526,0.0008616216,0.000011892508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021447451,0.00004094588,0.00761771,0.0005775763,0.00043553766,0.0017234944,0.0010339356,0.026842894,0.0027639004,0.00039956105,0.9328457,0.025504252],"study_design_scores_gemma":[0.00057445274,0.00032877288,0.0073235705,0.00008853956,0.000011645616,0.00007225894,0.00035248237,0.0036631653,0.0016648881,0.00004663483,0.9856456,0.0002280035],"about_ca_topic_score_codex":0.0064050495,"about_ca_topic_score_gemma":0.12799205,"teacher_disagreement_score":0.2014412,"about_ca_system_score_codex":0.000105289735,"about_ca_system_score_gemma":0.00029476028,"threshold_uncertainty_score":0.9682561},"labels":[],"label_agreement":null},{"id":"W4247513748","doi":"10.2112/jcr-si101-fieldphoto15.1","title":"Wymbolwood Beach, Georgian Bay, Ontario, Canada, May-June 1982","year":2020,"lang":"es","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Georgian; Bay; Oceanography; Geology; Geography; Fishery; Biology","score_opus":0.03846951238259746,"score_gpt":0.27762443500168393,"score_spread":0.23915492261908647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247513748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90165365,0.0018766323,0.000077105564,0.045030203,0.0021384165,0.00040385246,0.0014396791,0.0000138107325,0.04736663],"genre_scores_gemma":[0.97963005,0.0005090614,0.00019440177,0.0004848516,0.0010641891,4.2090983e-7,0.00012362172,0.000018067058,0.017975362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938847,0.00043111114,0.00092340936,0.00037099633,0.0032224157,0.0011673718],"domain_scores_gemma":[0.9962256,0.0005914136,0.00034273128,0.00025441163,0.0009123894,0.0016734432],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018637192,0.00031905065,0.00063867547,0.00028756677,0.00041437778,0.00044168133,0.0011114437,0.0001583981,0.0064832275],"category_scores_gemma":[0.0005863499,0.00026611096,0.0002435324,0.0008488984,0.00030853672,0.00046378822,0.00041877336,0.0028680759,0.000102217215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003397762,0.00029312738,0.48339826,0.0005713371,0.00051236514,0.009965032,0.002532012,0.0024279074,0.00041332017,0.0006980757,0.25364658,0.24214423],"study_design_scores_gemma":[0.0010275159,0.0022303052,0.19122052,0.00021380368,0.000044225013,0.00044062914,0.0015509219,0.0029437102,0.00006689348,0.00032732784,0.7995641,0.00037003233],"about_ca_topic_score_codex":0.9720959,"about_ca_topic_score_gemma":0.9985749,"teacher_disagreement_score":0.5459176,"about_ca_system_score_codex":0.00014862392,"about_ca_system_score_gemma":0.010294882,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null},{"id":"W4313388893","doi":"10.2112/jcr-si100-rock-084.1","title":"Greenland (Denmark), Sermersooq Ice Cap, Labrador Sea Coast","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Ice caps; Oceanography; Sea ice; Groenlandia; Antarctic sea ice; Arctic ice pack; Ice sheet; Geomorphology; Glacier","score_opus":0.07476008714187798,"score_gpt":0.30333318646265167,"score_spread":0.2285730993207737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313388893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98579913,0.001050321,0.000048335085,0.0038868731,0.00044674316,0.00011719316,0.000101505524,0.0000052694313,0.008544599],"genre_scores_gemma":[0.9975743,0.00027813058,0.00010961788,0.0001248543,0.0002708569,0.0000011034207,0.00002006959,0.000002631568,0.0016183879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971879,0.0005034901,0.00028882758,0.00012973725,0.0014715556,0.0004184578],"domain_scores_gemma":[0.99883693,0.0004215454,0.00012596611,0.00009029942,0.00032009537,0.00020518391],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027652471,0.00008090156,0.00018536756,0.0001587962,0.00081469846,0.00007239588,0.00035073512,0.000029635723,0.008715182],"category_scores_gemma":[0.00024681696,0.00005790515,0.00008101629,0.00053884584,0.000120767385,0.00022252346,0.00014241786,0.0008141119,0.00015970368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001777197,0.00016809432,0.6553509,0.000044058626,0.00011184444,0.0012514225,0.0015511703,0.010981811,0.00021036791,0.00008876613,0.11382886,0.21463548],"study_design_scores_gemma":[0.0010313224,0.0036697192,0.774087,0.000017757224,0.000011448793,0.00051890203,0.013910454,0.002885433,0.00004297177,0.0018210212,0.20181367,0.00019030033],"about_ca_topic_score_codex":0.0039403248,"about_ca_topic_score_gemma":0.010234609,"teacher_disagreement_score":0.21444519,"about_ca_system_score_codex":0.000013968559,"about_ca_system_score_gemma":0.00013114407,"threshold_uncertainty_score":0.992191},"labels":[],"label_agreement":null},{"id":"W4313389149","doi":"10.2112/jcr-si100-rock-079.1","title":"Antarctica, South Georgia Island, Scotia Sea Coast","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology; Nova scotia; Barrier island; Geography; Archaeology; Shore","score_opus":0.03540774705631775,"score_gpt":0.3270736050212902,"score_spread":0.2916658579649724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313389149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98793304,0.00008880526,0.000115568386,0.0015968462,0.00022248534,0.00016638818,0.00008564311,0.0000057174143,0.009785536],"genre_scores_gemma":[0.9952148,0.000024612424,0.00015431267,0.000109337576,0.00013178898,0.0000057701122,0.0000049873047,0.00001797019,0.004336401],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511534,0.00086877187,0.00035075258,0.00020231048,0.0025413854,0.00092142884],"domain_scores_gemma":[0.99875337,0.00032350494,0.00012637638,0.00023124901,0.0000851112,0.00048036018],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0054061892,0.00010163899,0.00021487987,0.00026219356,0.000644482,0.00007382098,0.0008578077,0.000041372234,0.024489935],"category_scores_gemma":[0.0005546195,0.00008710141,0.000121760815,0.0006663838,0.00047780914,0.000285327,0.002070524,0.001824536,0.0011659847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021774971,0.00084901374,0.6927167,0.000028844772,0.00011220315,0.0026050499,0.0032300274,0.0019276862,0.024791153,0.00013293607,0.26033977,0.011089137],"study_design_scores_gemma":[0.0047088014,0.009555049,0.35917535,0.00003737488,0.000023137543,0.003922915,0.009930955,0.0018507182,0.0031694355,0.0046142912,0.6024454,0.0005665296],"about_ca_topic_score_codex":0.0011181612,"about_ca_topic_score_gemma":0.0047462224,"teacher_disagreement_score":0.3421057,"about_ca_system_score_codex":0.00052793074,"about_ca_system_score_gemma":0.00037994614,"threshold_uncertainty_score":0.99961174},"labels":[],"label_agreement":null},{"id":"W4313474594","doi":"10.2112/jcr-si100-flat-059.1","title":"Canada, Province of New Brunswick, Bay of Fundy Coast","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Oceanography; Fishery; Geology; Geography; Biology","score_opus":0.049159137720466324,"score_gpt":0.3018213400714245,"score_spread":0.2526622023509582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313474594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203104,0.0005090006,0.000007089527,0.0013533488,0.00025435214,0.00012765992,0.000072479575,0.0000012348644,0.005643774],"genre_scores_gemma":[0.991,0.000059618476,0.000064641914,0.00003779068,0.0001011859,2.166512e-7,0.00001193059,0.0000025495765,0.008722044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970014,0.0006229108,0.00047581148,0.000119139186,0.0013458782,0.00043485645],"domain_scores_gemma":[0.99808264,0.0008564121,0.00024762805,0.00015170006,0.00040772994,0.00025388808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038250487,0.000071397,0.00028721837,0.00028799407,0.00022338014,0.000008980063,0.00069077016,0.00004640262,0.008351345],"category_scores_gemma":[0.000545812,0.000057043246,0.00006975015,0.0004345232,0.00026881546,0.00009817297,0.00020386893,0.0009961465,0.0000058675387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010303227,0.00005517012,0.9453895,0.000041052237,0.000050034065,0.00022787027,0.00007087937,0.0007393424,0.0001221502,0.00010976151,0.040239684,0.011924237],"study_design_scores_gemma":[0.0005023111,0.002285931,0.9535382,0.0000115454,0.000004214136,0.00020549932,0.00072888465,0.00022636823,0.0004091301,0.00030346666,0.041725326,0.00005912441],"about_ca_topic_score_codex":0.7114003,"about_ca_topic_score_gemma":0.9827754,"teacher_disagreement_score":0.27137512,"about_ca_system_score_codex":0.00002465619,"about_ca_system_score_gemma":0.018488027,"threshold_uncertainty_score":0.99255514},"labels":[],"label_agreement":null},{"id":"W4313474801","doi":"10.2112/jcr-si100-flat-060.1","title":"Canada, Province of Québec, Hudson Bay Coast","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Oceanography; Geology; Geography; Environmental science","score_opus":0.030516520673753614,"score_gpt":0.26543882762773374,"score_spread":0.23492230695398014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313474801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94897336,0.00094699895,0.000023196886,0.003202456,0.00045324242,0.00016524801,0.0006875721,0.0000036931326,0.045544215],"genre_scores_gemma":[0.99103904,0.000050038303,0.00004490061,0.00009628064,0.000105056286,4.0278383e-7,0.000023238295,0.0000025177544,0.008638553],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745715,0.00039375274,0.00038523594,0.00010903797,0.0013082947,0.00034653998],"domain_scores_gemma":[0.9987148,0.0005205706,0.00020666576,0.000116415256,0.00027083606,0.00017073532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017647712,0.000073849355,0.00021953344,0.00018944018,0.00022292932,0.000017124768,0.00050480827,0.000023500786,0.004961147],"category_scores_gemma":[0.0002020506,0.00005715743,0.00005905675,0.00030073203,0.000109234206,0.00009934812,0.00015504839,0.0007175881,0.0000057683037],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020745117,0.00013367017,0.38420784,0.00009023043,0.00008550448,0.0018687483,0.0001686196,0.0026394036,0.0011972634,0.0002116744,0.23470767,0.37261486],"study_design_scores_gemma":[0.0005400343,0.002812655,0.11300879,0.000021415995,0.0000068460554,0.0008690716,0.0018935036,0.00057453226,0.0005540629,0.0002437973,0.8793334,0.00014189864],"about_ca_topic_score_codex":0.9805017,"about_ca_topic_score_gemma":0.9986955,"teacher_disagreement_score":0.6446257,"about_ca_system_score_codex":0.000026516604,"about_ca_system_score_gemma":0.007019929,"threshold_uncertainty_score":0.99860936},"labels":[],"label_agreement":null},{"id":"W4313474848","doi":"10.2112/jcr-si100-rock-087.1","title":"Canada, Ellesmere Island, Arctic Ocean Coast","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Arctic; The arctic; Geology; Geography","score_opus":0.05443111459080871,"score_gpt":0.2759901327883934,"score_spread":0.2215590181975847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313474848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842132,0.0005763273,0.000019476876,0.00979556,0.0004830054,0.0000874748,0.0001611343,0.0000025863367,0.0046612443],"genre_scores_gemma":[0.9985337,0.00012967916,0.00002204821,0.00024560248,0.0001575787,2.4276764e-7,0.000018620998,0.0000015571467,0.00089092413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771696,0.0002883368,0.00023010203,0.0000851202,0.001357749,0.0003217096],"domain_scores_gemma":[0.99911964,0.00030933373,0.00009044268,0.000064641164,0.00026395408,0.00015197103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014495371,0.000056071538,0.00013253564,0.000080611964,0.0006790251,0.00003662292,0.00026693055,0.000014329585,0.00557558],"category_scores_gemma":[0.0002190451,0.00003965658,0.000044702676,0.0003166793,0.00006496696,0.00008950613,0.0000869088,0.0006496253,0.000015647513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069196237,0.000070319904,0.45537564,0.000019993005,0.000063660205,0.00091879343,0.0004023901,0.026727905,0.000018236085,0.00010123769,0.4736176,0.04199224],"study_design_scores_gemma":[0.0006210949,0.0021606693,0.46278954,0.000014545303,0.0000062136537,0.00034142256,0.0106915515,0.0015200529,0.0000173123,0.0014701216,0.520231,0.00013645094],"about_ca_topic_score_codex":0.5599509,"about_ca_topic_score_gemma":0.95423263,"teacher_disagreement_score":0.39428172,"about_ca_system_score_codex":0.000027618064,"about_ca_system_score_gemma":0.0006064497,"threshold_uncertainty_score":0.99533343},"labels":[],"label_agreement":null},{"id":"W4367360892","doi":"10.2112/jcoastres-d-22-00019.1","title":"Using GIS and Multicriteria Analysis to Map Flood Risk Areas of the Tongo Bassa River Basin (Douala, Cameroon)","year":2022,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Flooding (psychology); Flood myth; Geography; Water resource management; Watershed; Drainage basin; Floodplain; Hydrology (agriculture); Structural basin; Cartography; Environmental science; Geology; Archaeology","score_opus":0.04562000915764762,"score_gpt":0.3549254360571966,"score_spread":0.309305426899549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367360892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972364,0.000052593063,0.00094013,0.0008115627,0.00013243707,0.00021789352,0.000038330632,0.0000020541586,0.0005686313],"genre_scores_gemma":[0.9957629,0.000045505643,0.0031776815,0.000045940455,0.000033063323,0.000004446255,8.61057e-7,0.000009626081,0.0009199981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966947,0.00070670317,0.00034656527,0.00018471497,0.001757733,0.00030962442],"domain_scores_gemma":[0.9991362,0.00015332579,0.0002131835,0.00026945156,0.000067972804,0.00015984141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029754173,0.00009552622,0.00023651043,0.00032560813,0.00041578215,0.00005783138,0.0005115676,0.00002036478,0.0016754341],"category_scores_gemma":[0.00014125124,0.000068522524,0.00015968144,0.0012284535,0.00024115044,0.00018400798,0.0021512,0.00045613886,0.000008269137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045122692,0.0006132555,0.87762976,0.000030334308,0.0008954918,0.00010377428,0.0033429575,0.05273035,0.028726673,0.00006417087,0.013326562,0.022085434],"study_design_scores_gemma":[0.00088293524,0.00060995604,0.9588398,0.000025656553,0.00039252156,0.000019451694,0.0038789404,0.013276821,0.0021530488,0.000293995,0.019459961,0.0001669611],"about_ca_topic_score_codex":0.004746444,"about_ca_topic_score_gemma":0.0012636225,"teacher_disagreement_score":0.08120998,"about_ca_system_score_codex":0.00020960861,"about_ca_system_score_gemma":0.00004526536,"threshold_uncertainty_score":0.9992372},"labels":[],"label_agreement":null},{"id":"W4386381185","doi":"10.2112/jcoastres-d-22-00076.1","title":"Sea-Level Evidence for a Significant Reduction of the Laurentide Ice Sheet in MIS 3, Georgia Bight, Southeastern United States","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ice sheet; Geology; Oceanography; Pleistocene; Sea level; Marine isotope stage; Continental shelf; Bay; Physical geography; Geography; Paleontology; Interglacial","score_opus":0.20823658797280128,"score_gpt":0.3824446065684591,"score_spread":0.1742080185956578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386381185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940121,0.0003080156,0.000034511286,0.0047934316,0.00024952026,0.00028187237,0.00013886002,0.000004879684,0.00017679018],"genre_scores_gemma":[0.99830574,0.00031263597,0.00008246054,0.000013695675,0.00007334951,0.0000025300715,0.00004029822,0.000003944534,0.0011653233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686563,0.0010426688,0.0004719834,0.00016474316,0.00088812545,0.00056682684],"domain_scores_gemma":[0.9958728,0.0029060666,0.0001794743,0.00018779367,0.00072152494,0.0001323638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006564004,0.000090816095,0.00023457558,0.00086873636,0.0002037189,0.00003672142,0.0006029524,0.0001043117,0.00026530548],"category_scores_gemma":[0.0017819151,0.000057299472,0.00010806539,0.0017783734,0.00051932374,0.00019554874,0.00005466665,0.00075902167,0.000059584752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001169232,0.000032141787,0.9906361,0.000119307864,0.00003269384,0.0000528983,0.0010868107,0.0037454471,0.00054750906,0.000024565727,0.0017495998,0.00080368965],"study_design_scores_gemma":[0.00074605504,0.00066756376,0.97477204,0.00034731172,0.000011151558,0.00015330872,0.0052494504,0.013059464,0.001366119,0.0029482325,0.00059078465,0.00008851366],"about_ca_topic_score_codex":0.001522918,"about_ca_topic_score_gemma":0.008028528,"teacher_disagreement_score":0.01586406,"about_ca_system_score_codex":0.000004085941,"about_ca_system_score_gemma":0.0005591948,"threshold_uncertainty_score":0.4480107},"labels":[],"label_agreement":null},{"id":"W4388050761","doi":"10.2112/jcoastres-d-22-00048.1","title":"Complexity, Variance, and Nonlinearity: A Multisite, Multiseasonal Study of Tidal Marsh Sedimentation Processes in the St. Lawrence Estuary, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Marsh; Salt marsh; Estuary; Sediment; Intertidal zone; Environmental science; Predictability; Oceanography; Sedimentary budget; Sediment transport; Physical geography; Geology; Hydrology (agriculture); Ecology; Geography; Wetland; Geomorphology","score_opus":0.060975240013774926,"score_gpt":0.3442143947017585,"score_spread":0.2832391546879836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388050761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99868315,0.000017460512,0.000032820102,0.00041805374,0.000062443694,0.00040594902,0.000081711645,0.0000033070962,0.0002950712],"genre_scores_gemma":[0.9995706,0.000038525995,0.0002035345,0.000015540661,0.00003654847,0.000009199775,0.000008719339,0.00000815694,0.000109172586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968218,0.00035181417,0.0004242262,0.00016981261,0.0019160324,0.000316304],"domain_scores_gemma":[0.9987065,0.00073804933,0.00016848235,0.0001359403,0.00014210437,0.00010892732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024372675,0.00009603855,0.00020381952,0.00013580311,0.00014561674,0.00006418297,0.00042001554,0.00002875749,0.00006608528],"category_scores_gemma":[0.0004030638,0.00007000514,0.000019669185,0.0012353978,0.0001694741,0.0002566228,0.00051945366,0.00040613345,0.0000051287325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029929573,0.00071566645,0.98369366,0.00015623523,0.000026134,0.0004988889,0.0030231618,0.0023692702,0.00051674,0.000016454778,0.0020163332,0.006668152],"study_design_scores_gemma":[0.0012609019,0.00063853164,0.9685439,0.00008837448,0.0000065742793,0.00008248963,0.008485421,0.020115612,0.000019912624,0.00021412752,0.000461084,0.00008310473],"about_ca_topic_score_codex":0.31561282,"about_ca_topic_score_gemma":0.9597975,"teacher_disagreement_score":0.6441847,"about_ca_system_score_codex":0.00013783875,"about_ca_system_score_gemma":0.00028465415,"threshold_uncertainty_score":0.6889446},"labels":[],"label_agreement":null},{"id":"W4390592694","doi":"10.2112/jcoastres-d-22-00095.1","title":"A Generalized Semiautomated Method for Seabed Geology Classification Using Multibeam Data and Maximum Likelihood Classification","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Geology; Maximum likelihood; Seabed; Echo sounding; Python (programming language); Bathymetry; Backscatter (email); Remote sensing; Data mining; Computer science; Statistics; Mathematics","score_opus":0.2885191538855293,"score_gpt":0.45374389929131587,"score_spread":0.16522474540578658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390592694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6419915,0.00026233273,0.35266548,0.0030147391,0.00033174598,0.0008554836,0.00053534517,0.000058450594,0.0002849142],"genre_scores_gemma":[0.88358533,0.00045243223,0.11480023,0.00002816635,0.00029793105,0.0000033389692,0.00055853877,0.000016616132,0.00025738584],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99624294,0.00090794545,0.00055848074,0.00037071173,0.0011833525,0.0007365932],"domain_scores_gemma":[0.9960603,0.0018438451,0.00021535279,0.00042047558,0.0011366366,0.0003234012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009834298,0.00012730122,0.0002866763,0.0009423891,0.0003528039,0.00024223216,0.0007832047,0.00015945408,0.00012255134],"category_scores_gemma":[0.001458581,0.00010299285,0.000049928025,0.0010084469,0.0002189722,0.0004801994,0.00020353963,0.0005645968,0.000041398715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019259747,0.00013985843,0.04539795,0.00036777175,0.00026763446,0.00014582326,0.0007392034,0.0100858705,0.50983053,0.00006842691,0.011679172,0.41935176],"study_design_scores_gemma":[0.0010116575,0.00030719224,0.050903413,0.000028170733,0.000016618149,0.00012987475,0.0006038071,0.940017,0.0006979891,0.004350816,0.0018340714,0.000099384255],"about_ca_topic_score_codex":0.00073075324,"about_ca_topic_score_gemma":0.0007556513,"teacher_disagreement_score":0.92993116,"about_ca_system_score_codex":0.000030398314,"about_ca_system_score_gemma":0.0006587685,"threshold_uncertainty_score":0.41999266},"labels":[],"label_agreement":null},{"id":"W4392407775","doi":"10.2112/jcoastres-d-23-00069.1","title":"Morphological Response of Coral Reef Islands to the 2019 Extreme Positive Indian Ocean Dipole Event","year":2023,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Oceanography; Coral reef; Reef; Geology; Great barrier reef; Atoll; Coral reef organizations; Fringing reef; Event (particle physics); Indian ocean; Coral; Geography; Fishery; Coral reef protection; Biology; Physics","score_opus":0.06533234411816254,"score_gpt":0.34635652238182785,"score_spread":0.2810241782636653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392407775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99125206,0.00003751722,0.000023954435,0.006868557,0.00014897615,0.00019457452,0.000049871127,0.000005456383,0.0014190128],"genre_scores_gemma":[0.9891392,0.00005712288,0.000027402264,0.00004658013,0.000097219,0.000002398111,0.0000019445995,0.0000072739645,0.010620868],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99739975,0.00054088526,0.00035672632,0.00014055305,0.0011712121,0.0003908871],"domain_scores_gemma":[0.99878275,0.00062734634,0.00012240122,0.00017466074,0.0001213298,0.00017153111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004826695,0.000087614666,0.00020904558,0.0001731883,0.0002025503,0.000028216637,0.00045657973,0.00003895487,0.00037587062],"category_scores_gemma":[0.0009020325,0.000049569702,0.000107504566,0.00084274536,0.0002134294,0.00010186965,0.0013549968,0.00039296137,0.0005917917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076201134,0.00033614654,0.17204349,0.000019571891,0.00009609275,0.002016597,0.0049197893,0.0003047041,0.06454315,0.00005790959,0.7331358,0.014906639],"study_design_scores_gemma":[0.00036893162,0.0022673116,0.98123825,0.00006742494,0.0000049721875,0.00018298176,0.0017032655,0.00006523247,0.0016444237,0.00036572033,0.012009615,0.00008186247],"about_ca_topic_score_codex":0.00039353385,"about_ca_topic_score_gemma":0.00035456824,"teacher_disagreement_score":0.8091948,"about_ca_system_score_codex":0.00011070085,"about_ca_system_score_gemma":0.000056785415,"threshold_uncertainty_score":0.7606482},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Geology; East coast; Oceanography; Physical geography; Geography","score_opus":0.054152273049946714,"score_gpt":0.32751459906605457,"score_spread":0.2733623260161079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393333776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932457,0.0012579259,0.00011772186,0.0015902037,0.00014678448,0.00031339357,0.000013658814,0.000010014581,0.0033045653],"genre_scores_gemma":[0.99812126,0.0013277906,0.000014455906,0.00002691105,0.00032889197,0.000009143374,0.0000019701856,0.000025190377,0.00014436812],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9958235,0.000450375,0.00058574305,0.00014079279,0.0020992577,0.0009003077],"domain_scores_gemma":[0.99730986,0.0015681781,0.000112284055,0.0004074671,0.00045929008,0.00014291955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008569983,0.00017502345,0.00028567202,0.00040015078,0.00029011845,0.00011441887,0.0012814449,0.00009960015,0.00018974063],"category_scores_gemma":[0.0006182412,0.00008083531,0.000158759,0.001173688,0.00064115186,0.00013296372,0.00054158125,0.0021302463,0.000010584854],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065930723,0.002364234,0.2488863,0.0020841763,0.0011071347,0.014551494,0.034885168,0.008781544,0.35919747,0.0046539893,0.016452517,0.30044287],"study_design_scores_gemma":[0.0021840602,0.0013758054,0.87839204,0.00047737567,0.00002911007,0.002941774,0.06631625,0.0010696694,0.017591914,0.00029939774,0.028948542,0.0003740711],"about_ca_topic_score_codex":0.00031906675,"about_ca_topic_score_gemma":0.014279487,"teacher_disagreement_score":0.62950575,"about_ca_system_score_codex":0.00009402278,"about_ca_system_score_gemma":0.000111601454,"threshold_uncertainty_score":0.9254979},"labels":[],"label_agreement":null},{"id":"W4393341853","doi":"10.2112/jcr-si50-094.1","title":"Investigations into Ship Induced Hydrodynamics and Scour in Confined Shipping Channels","year":2007,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Marine engineering; Oceanography; Beach morphodynamics; Sediment transport; Engineering; Geomorphology; Sediment","score_opus":0.060926840163297226,"score_gpt":0.36017865782617975,"score_spread":0.2992518176628825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393341853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884137,0.00009324997,0.008492796,0.00034319115,0.00027085032,0.00009340281,0.0000020301907,0.000012802949,0.002277978],"genre_scores_gemma":[0.9985599,0.00005790345,0.0011417565,0.00001005987,0.000124914,0.0000016370631,0.0000023065268,0.000017847839,0.00008365736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987695,0.000052589192,0.00044967467,0.00007558601,0.00037004333,0.00028261438],"domain_scores_gemma":[0.9988677,0.0004783913,0.00004457295,0.00009477434,0.00033750464,0.00017705768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019571607,0.000081111204,0.00014557422,0.0010626778,0.000102027436,0.000093729985,0.00012440638,0.00007932486,0.00001809099],"category_scores_gemma":[0.0005816634,0.00008123868,0.000034965367,0.00061704725,0.000074039825,0.00036214534,0.000049657305,0.0008641761,0.0000046934647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001879182,0.00021696211,0.015641127,0.0002483961,0.0001505641,0.00028610227,0.006982984,0.53264385,0.39624077,0.02591531,0.0005164436,0.020969605],"study_design_scores_gemma":[0.00063083996,0.00019156863,0.020388747,0.0002835899,0.000004169503,0.00008480876,0.0013118626,0.96903205,0.0014061512,0.0060720784,0.00045413023,0.00014001121],"about_ca_topic_score_codex":0.000114448994,"about_ca_topic_score_gemma":0.0016388815,"teacher_disagreement_score":0.43638822,"about_ca_system_score_codex":0.00015330761,"about_ca_system_score_gemma":0.00010141226,"threshold_uncertainty_score":0.37544632},"labels":[],"label_agreement":null},{"id":"W4400263962","doi":"10.2112/jcoastres-d-23a-00013.1","title":"Biological Flora of Coastal Salt Marshes: Iva frutescens L.","year":2024,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salt marsh; Flora (microbiology); Marsh; Ecology; Geography; Environmental science; Biology; Wetland; Bacteria","score_opus":0.13418763380276663,"score_gpt":0.34395731629689735,"score_spread":0.20976968249413072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400263962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987186,0.0022815948,0.000010152299,0.0039202585,0.00053813256,0.00014891993,0.000103843005,0.000019560928,0.0031056518],"genre_scores_gemma":[0.9970027,0.0012632246,0.00012800761,0.00003711922,0.00087476894,0.000004435666,0.000001968113,0.0000016019801,0.00068617496],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977288,0.00032713337,0.0005474355,0.00022309225,0.000659017,0.0005144834],"domain_scores_gemma":[0.9972918,0.0017122295,0.00012424786,0.000055954784,0.0006236569,0.00019212448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208499,0.00014143791,0.00039251283,0.00008113681,0.00020158735,0.000090481364,0.00043908413,0.00015164592,0.00052521547],"category_scores_gemma":[0.0007197648,0.00004976041,0.00025927695,0.00064573175,0.00056340394,0.000173456,0.00037210152,0.00075394823,0.000058442194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015148335,0.0013563309,0.11758004,0.00021326549,0.00074623583,0.0017250871,0.00024017454,0.000008285325,0.6281017,0.001701813,0.07680502,0.17000718],"study_design_scores_gemma":[0.000530299,0.007878237,0.69173706,0.00044260806,0.00003053898,0.00040622943,0.0054466166,0.00007958182,0.0075127813,0.005210842,0.28035885,0.00036637546],"about_ca_topic_score_codex":0.00003637155,"about_ca_topic_score_gemma":0.0013246849,"teacher_disagreement_score":0.62058896,"about_ca_system_score_codex":0.000036038844,"about_ca_system_score_gemma":0.0000874125,"threshold_uncertainty_score":0.5750741},"labels":[],"label_agreement":null},{"id":"W4403982162","doi":"10.2112/jcoastres-d-24-00013.1","title":"An Evaluation of the Bagnold (1956) Theories for Sediment Transport in Northumberland Strait, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Sediment; Sediment transport; Oceanography; Geology; Geography; Geomorphology","score_opus":0.040453268330595066,"score_gpt":0.331324161394753,"score_spread":0.2908708930641579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403982162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626774,0.00025786678,0.00006560792,0.0005141266,0.00039383216,0.00023317325,0.00026917018,0.000001360172,0.0019971167],"genre_scores_gemma":[0.99959517,0.000027675651,0.00003318191,0.000008894585,0.00009245861,0.0000010882885,0.000020596848,0.000002525135,0.00021839101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978745,0.00017252417,0.0002902784,0.0000862165,0.0013799132,0.00019659093],"domain_scores_gemma":[0.99903065,0.00033346593,0.00005105525,0.00009099023,0.00041676388,0.000077097204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004005903,0.000057294266,0.00011499805,0.000113590715,0.0000604227,0.000033677625,0.00023498246,0.000025082483,0.0002172031],"category_scores_gemma":[0.00010104283,0.000033497126,0.00005707277,0.00029798487,0.000077170655,0.00017209751,0.00001080888,0.00026998972,3.798209e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058533467,0.000082346814,0.46202728,0.00023125173,0.00006573654,0.000068988884,0.0010877703,0.032653395,0.00029286023,0.0014800979,0.00061634136,0.5008086],"study_design_scores_gemma":[0.000567607,0.0006432788,0.9073417,0.00016621892,0.00002700758,0.000042574164,0.0013011869,0.07319412,0.0002196867,0.012605361,0.0038101072,0.00008116747],"about_ca_topic_score_codex":0.28631285,"about_ca_topic_score_gemma":0.9835674,"teacher_disagreement_score":0.69725454,"about_ca_system_score_codex":0.000025114867,"about_ca_system_score_gemma":0.0025052384,"threshold_uncertainty_score":0.71843964},"labels":[],"label_agreement":null},{"id":"W4405996172","doi":"10.2112/jcoastres-d-24a-00007.1","title":"Linking Marine Ecosystem Response to Shoreline Armor Removal and Large Dam Removals in the Elwha River and Nearshore, Washington, USA","year":2024,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dam removal; Shore; Environmental science; Ecosystem; Oceanography; Hydrology (agriculture); Fishery; Geology; Sediment; Ecology; Geomorphology; Geotechnical engineering","score_opus":0.031749355038943716,"score_gpt":0.33361077025473834,"score_spread":0.3018614152157946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405996172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983826,0.00019323935,0.00009166638,0.012623343,0.00014329937,0.00023811361,0.000006398368,0.000004969225,0.002872981],"genre_scores_gemma":[0.9967499,0.00073027075,0.0006684726,0.00030559304,0.0001056375,0.000005406495,7.6186666e-7,0.0000104833225,0.0014235028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975183,0.00064260303,0.00033661872,0.0002256252,0.0008778728,0.0003989663],"domain_scores_gemma":[0.998464,0.0012104283,0.000045627447,0.00014093144,0.000037139376,0.000101902544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015453595,0.00010231839,0.00019052922,0.0002767063,0.0002395266,0.00018634356,0.0003453691,0.00006065889,0.00024665045],"category_scores_gemma":[0.00082979363,0.000067047404,0.00003573643,0.00052169734,0.000197772,0.00026885464,0.001559951,0.0006990787,0.00006096909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010179066,0.00069810636,0.497704,0.0007231223,0.00036652526,0.021578288,0.032584965,0.00043416198,0.007886005,0.0044534863,0.28540322,0.13798907],"study_design_scores_gemma":[0.00060471904,0.0008251449,0.6835932,0.00026841942,0.000016361237,0.0005593176,0.002144316,0.0012791364,0.000051493174,0.001729738,0.30880076,0.00012740903],"about_ca_topic_score_codex":0.00007437052,"about_ca_topic_score_gemma":0.0066935015,"teacher_disagreement_score":0.18588921,"about_ca_system_score_codex":0.00009020193,"about_ca_system_score_gemma":0.000027738708,"threshold_uncertainty_score":0.5355938},"labels":[],"label_agreement":null},{"id":"W4406091876","doi":"10.2112/jcr-si113-175.1","title":"Linking Marine Ecosystem Response to the Removal of Shoreline Armor and Large Dams in the Elwha River and Nearshore Environment of Washington, USA: An Extended Summary","year":2024,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dam removal; Shore; Breakwater; Ecosystem; Ecosystem engineer; Fishery; Environmental science; Oceanography; Coastal engineering; Marine ecosystem; Coastal ecosystem; Geology; Ecology; Sediment; Biology; Geomorphology","score_opus":0.02880692322120181,"score_gpt":0.32326436057946506,"score_spread":0.29445743735826324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406091876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314415,0.00030408046,0.0000813652,0.005429591,0.00005950824,0.00024731932,0.000012193357,0.0000014999979,0.0007203121],"genre_scores_gemma":[0.99793637,0.0011729669,0.0003366633,0.00007684637,0.000044445824,0.0000050445633,0.0000011661474,0.0000074397076,0.00041903666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767965,0.000698484,0.00036276365,0.00017017484,0.0008343503,0.00025456096],"domain_scores_gemma":[0.99886435,0.0007999279,0.00007537415,0.00018088313,0.000016828111,0.00006260895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011480087,0.00008574258,0.00018656916,0.00015442574,0.00014378436,0.00004350074,0.0003841729,0.000045350196,0.0001328338],"category_scores_gemma":[0.00023800084,0.000048386166,0.000035879373,0.0002513694,0.00033174985,0.000190932,0.0013004376,0.00046452365,0.0000068511495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019819485,0.002643146,0.5126362,0.001226112,0.0007414771,0.007003655,0.07963558,0.0024105825,0.031854156,0.004542722,0.05934191,0.278145],"study_design_scores_gemma":[0.00052722933,0.0014562275,0.9182057,0.00019559903,0.00002360338,0.00016252988,0.0046394067,0.0016950178,0.00015956524,0.00084425806,0.07200932,0.00008157884],"about_ca_topic_score_codex":0.00008603715,"about_ca_topic_score_gemma":0.0037565513,"teacher_disagreement_score":0.4055695,"about_ca_system_score_codex":0.000055644614,"about_ca_system_score_gemma":0.000020463414,"threshold_uncertainty_score":0.3978792},"labels":[],"label_agreement":null},{"id":"W4406110545","doi":"10.2112/jcr-si113-139.1","title":"The First Managed Salt Marsh Restoration in New Brunswick, Canada: Lessons Learned","year":2024,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ducks Unlimited Canada; Mount Allison University","funders":"","keywords":"Salt marsh; Marsh; Geography; Oceanography; Environmental resource management; Wetland; Geology; Environmental science; Ecology; Biology","score_opus":0.12433626773637069,"score_gpt":0.33801844558589134,"score_spread":0.21368217784952065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406110545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7642696,0.0036768713,0.0000038293865,0.2282774,0.0005967233,0.00017497403,0.000005760247,0.00000903906,0.0029857806],"genre_scores_gemma":[0.99176174,0.0013473041,0.000010825171,0.00006612336,0.00048235263,0.000001567911,3.8185883e-7,9.3409005e-7,0.006328741],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985316,0.00020051922,0.00027999157,0.00012497937,0.00051767804,0.00034526267],"domain_scores_gemma":[0.99815905,0.001462744,0.000060291284,0.000039524162,0.00017493854,0.00010343905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016586,0.00007074565,0.00013539055,0.00003558689,0.0004647211,0.00019047305,0.0003069611,0.00005091761,0.00004609532],"category_scores_gemma":[0.0005373872,0.000023874863,0.000056416084,0.00055325055,0.00011314454,0.00013289983,0.00013154342,0.0006470392,0.000011014803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075147493,0.00015967256,0.11054963,0.00006714875,0.00021573414,0.0014590018,0.00017802413,0.00005706987,0.0038062686,0.0074907173,0.5894437,0.28582156],"study_design_scores_gemma":[0.00007734377,0.00019041424,0.53673494,0.000046174482,0.000002328649,0.000015048767,0.0009006279,0.000028732178,0.000037807396,0.0010799302,0.4608449,0.00004177705],"about_ca_topic_score_codex":0.109280705,"about_ca_topic_score_gemma":0.99772817,"teacher_disagreement_score":0.88844746,"about_ca_system_score_codex":0.00018050287,"about_ca_system_score_gemma":0.001211201,"threshold_uncertainty_score":0.8966507},"labels":[],"label_agreement":null},{"id":"W4406110550","doi":"10.2112/jcr-si113-143.1","title":"A Review of Geomorphological Salt Marsh Research Methodologies","year":2024,"lang":"en","type":"review","venue":"Journal of Coastal Research","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Salt marsh; Geology; Marsh; Environmental resource management; Oceanography; Geography; Environmental science; Wetland; Ecology","score_opus":0.6097968789109456,"score_gpt":0.5588111377446574,"score_spread":0.05098574116628818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406110550","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013126949,0.99134666,0.000032631815,0.00044923057,0.00031550447,0.00047795824,0.00022869048,0.000009895074,0.0071262806],"genre_scores_gemma":[0.00006815371,0.99709404,0.001778766,0.00003803233,0.00026591137,0.000005150745,0.000068307585,0.000008323791,0.0006733393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895527,0.005154976,0.0017646665,0.0003019032,0.0024543272,0.00077143835],"domain_scores_gemma":[0.9872205,0.009235224,0.0005495972,0.000295637,0.002411907,0.0002870965],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.037729982,0.0002700418,0.0020807048,0.0013005282,0.00019664255,0.00014927627,0.0014327064,0.000380616,0.0053621624],"category_scores_gemma":[0.0130963875,0.00013587445,0.0007259271,0.0030444933,0.00092297886,0.00023350243,0.00032666192,0.0042158556,0.00085343624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028919145,0.00002229251,0.0000129785885,0.1328033,0.000081847626,0.00025577596,0.000014051717,0.0000011921576,1.4010686e-7,0.0001178246,0.039291196,0.82737046],"study_design_scores_gemma":[0.000045504534,0.0011315752,0.000038869373,0.10387436,0.0001277836,0.0010289939,0.00009015306,0.0000036648605,9.68523e-7,0.005849037,0.88768977,0.000119322394],"about_ca_topic_score_codex":0.0001775656,"about_ca_topic_score_gemma":0.000080642596,"teacher_disagreement_score":0.84839857,"about_ca_system_score_codex":0.000020170623,"about_ca_system_score_gemma":0.0016975465,"threshold_uncertainty_score":0.99992454},"labels":[],"label_agreement":null},{"id":"W4410005205","doi":"10.2112/jcoastres-d-24-00036.1","title":"Segmentation and Classification of Pléiades Satellite Imagery for Complex Shoreline Proxy Delineation in the Western Canadian Arctic","year":2025,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; University of Calgary","funders":"","keywords":"Shore; Proxy (statistics); Geology; Arctic; Satellite imagery; Remote sensing; Physical geography; Satellite; Oceanography; Geography; Computer science","score_opus":0.08076596197637176,"score_gpt":0.37900462812203933,"score_spread":0.2982386661456676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410005205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98863477,0.00029504477,0.0027327398,0.006534795,0.000047546233,0.0005611486,0.00000936138,9.984942e-7,0.0011835897],"genre_scores_gemma":[0.9982821,0.0002691785,0.0009922651,0.00008291013,0.000021936818,0.00000872272,0.000012879,0.0000035144487,0.0003265243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887997,0.00020039215,0.00034021557,0.00008087863,0.00034080862,0.00015774847],"domain_scores_gemma":[0.99932903,0.00031199853,0.00010260124,0.00007345137,0.00012672292,0.00005619517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025253636,0.000046517594,0.00009554228,0.00021705081,0.00007793343,0.000044640263,0.000135788,0.000036649708,0.000034832905],"category_scores_gemma":[0.00019281587,0.000030499934,0.000024830062,0.0003606226,0.00013871097,0.00012819137,0.000030179062,0.00020912034,0.000002529497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007719474,0.0003061928,0.43783998,0.00032326957,0.00006354851,0.000016991033,0.004658485,0.002728527,0.2839061,0.0009218536,0.0029876973,0.26547542],"study_design_scores_gemma":[0.0011743096,0.00049257,0.9512987,0.00021329569,0.000023390241,0.000025066349,0.0029290104,0.023104617,0.002070558,0.004002787,0.014572152,0.000093501556],"about_ca_topic_score_codex":0.006562865,"about_ca_topic_score_gemma":0.022295814,"teacher_disagreement_score":0.5134588,"about_ca_system_score_codex":0.00013016046,"about_ca_system_score_gemma":0.00009556404,"threshold_uncertainty_score":0.99554473},"labels":[],"label_agreement":null},{"id":"W4413175321","doi":"10.2112/jcoastres-d-24-00060.1","title":"From Industry to Recreation: The Role of Land Use Changes in Shaping an Estuarine Urban Beach System","year":2025,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Estuary; Environmental planning; Geography; Environmental resource management; Coastal erosion; Oceanography; Environmental science; Geology; Ecology; Shore","score_opus":0.05976444024723071,"score_gpt":0.3205289695016511,"score_spread":0.2607645292544204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413175321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951812,0.00023658319,0.000031335418,0.0009292281,0.00011589831,0.00013134444,0.00005057292,0.000003514158,0.0033203238],"genre_scores_gemma":[0.99886453,0.000029198993,0.00017163744,0.00002503284,0.00018798307,7.2835314e-7,0.000024307068,0.0000020904054,0.0006944912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986402,0.00024155267,0.00027441396,0.00010697072,0.00052273006,0.0002141697],"domain_scores_gemma":[0.9988684,0.0005063668,0.00008169055,0.00015073088,0.00027181915,0.000120985394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014672875,0.00006725918,0.00017765595,0.00035448693,0.0000839872,0.00010100591,0.0003462751,0.000076976976,0.00008397013],"category_scores_gemma":[0.00028315428,0.000043767595,0.000029829263,0.000624013,0.00005709621,0.00021803218,0.00010535929,0.0006695197,0.0000028212453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000358037,0.000032507083,0.89304215,0.000022464417,0.000019940951,0.000034157973,0.00058911485,0.0009707997,0.0002927826,0.00017158351,0.00020169815,0.10426478],"study_design_scores_gemma":[0.00032856528,0.0005102947,0.97383595,0.00039170455,0.000007635592,0.000023930328,0.0063036033,0.0115565695,0.0003079013,0.0006874646,0.0059809866,0.00006539343],"about_ca_topic_score_codex":0.03768536,"about_ca_topic_score_gemma":0.12559123,"teacher_disagreement_score":0.10419939,"about_ca_system_score_codex":0.000012596197,"about_ca_system_score_gemma":0.0001918095,"threshold_uncertainty_score":0.96872276},"labels":[],"label_agreement":null},{"id":"W4417017190","doi":"10.2112/jcoastres-24a-00009","title":"Tracking Pre- and Post-Industrialization Changes in the Bay of Sept-Îles, Canada, Using Foraminifera as Bioindicators","year":2025,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Foraminifera; Bioindicator; Bay; Calcareous; Environmental change; Sediment; Carbonate","score_opus":0.05832280685006273,"score_gpt":0.349971964406323,"score_spread":0.29164915755626025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417017190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508774,0.0008046392,0.000011415941,0.0023469278,0.00011934972,0.00015013956,0.000018013823,7.6321834e-7,0.0014609856],"genre_scores_gemma":[0.9996023,0.00012383486,0.00003641071,0.00007839934,0.0000388333,2.9935364e-7,0.0000073597994,0.0000012562829,0.00011131358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788916,0.0008056903,0.0002885428,0.000095804106,0.0006132312,0.0003075429],"domain_scores_gemma":[0.9980987,0.0013227315,0.00011819614,0.00008734971,0.00030252044,0.0000705335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038483618,0.00006249901,0.00018504735,0.00052705954,0.00017692981,0.000040820305,0.0002946807,0.00011188345,0.00013217029],"category_scores_gemma":[0.0009857393,0.000041357147,0.00002265389,0.0006568087,0.00027908344,0.000108407155,0.000029848707,0.0006585724,0.0000011314492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025118288,0.000012932779,0.9956288,0.000039270475,0.000023146877,0.00009156713,0.00034471366,0.00014998754,0.000079678895,0.00013632556,0.00010299074,0.0031394246],"study_design_scores_gemma":[0.0003913662,0.00032395136,0.9945488,0.00009779942,0.000008670946,0.00018435522,0.0022713048,0.00077893713,0.00051131344,0.00034225202,0.0005024298,0.00003879683],"about_ca_topic_score_codex":0.06611402,"about_ca_topic_score_gemma":0.7970115,"teacher_disagreement_score":0.7308974,"about_ca_system_score_codex":0.0000064787764,"about_ca_system_score_gemma":0.0017769433,"threshold_uncertainty_score":0.9401048},"labels":[],"label_agreement":null},{"id":"W7131370100","doi":"10.2112/jcoastres-d-25-00021.1","title":"Assessing the Relationships Among Protected Areas, Disturbance, and Ecological Integrity on Newfoundland's Coastal Vegetated Dunes","year":2025,"lang":"","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Disturbance (geology); Trampling; Vegetation (pathology); Biodiversity; Sand dune stabilization; Boreal; Shore; Ecosystem; Natural (archaeology); Plant community","score_opus":0.09255861659851994,"score_gpt":0.3470567586598029,"score_spread":0.25449814206128296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131370100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96337944,0.0010115963,0.00017252465,0.004536329,0.0007274332,0.00064212515,0.00008650567,0.00001288515,0.029431148],"genre_scores_gemma":[0.992096,0.0007776502,0.00007503489,0.00009315771,0.00031944105,0.0000045589522,0.000054533317,0.0000064562696,0.0065731793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992572,0.003876015,0.0010413328,0.0004454507,0.0011964533,0.00086872146],"domain_scores_gemma":[0.99201363,0.0058209314,0.0004935097,0.00028711703,0.0010201298,0.00036467568],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008101568,0.00033540322,0.00062375446,0.00061789236,0.0017699853,0.0012223442,0.0007273898,0.0004277831,0.0003831998],"category_scores_gemma":[0.005215464,0.00019080439,0.00017595562,0.0014058232,0.0017763377,0.0007816205,0.00035661133,0.0062452955,0.000026429516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015320396,0.00026541247,0.90471154,0.00011117033,0.00017528962,0.00041224554,0.00020116271,0.0001506631,0.000121350546,0.00076274446,0.0014337817,0.090122595],"study_design_scores_gemma":[0.0008426315,0.0017599841,0.97685206,0.000571658,0.00004245412,0.00025270335,0.0020418698,0.0032898204,0.000029067574,0.0041796276,0.009948884,0.00018926551],"about_ca_topic_score_codex":0.008409747,"about_ca_topic_score_gemma":0.06459064,"teacher_disagreement_score":0.08993333,"about_ca_system_score_codex":0.000029087476,"about_ca_system_score_gemma":0.0011224566,"threshold_uncertainty_score":0.9998145},"labels":[],"label_agreement":null}]}