{"meta":{"query_hash":"6537cd006ecd","filters":{"venue":"NERC Open Research Archive (Natural Environment Research Council)"},"cohort_total":132,"direct_labels_cover":1,"predictions_cover":132,"exported":132,"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/6537cd006ecd","api":"https://metacan.xera.ac/api/v1/cohort?venue=NERC+Open+Research+Archive+%28Natural+Environment+Research+Council%29"},"results":[{"id":"W140684001","doi":"","title":"Weather image. Radarsat views a cyclone over the Labrador Sea","year":2002,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Methane Hydrates and Related Phenomena","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":"Cyclone (programming language); Climatology; Meteorology; Environmental science; Geography; Geology; Remote sensing; Computer science","score_opus":0.11334927211041956,"score_gpt":0.3284266661326612,"score_spread":0.21507739402224163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140684001","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":[0.27375054,0.0062779933,0.000102353355,0.019117761,0.0003292939,0.009144168,0.0001899807,0.000095295305,0.6909926],"genre_scores_gemma":[0.69351864,0.021890268,0.007888646,0.0014533955,0.00071546907,0.0011349572,0.000101709564,0.000335177,0.27296174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97636735,0.0049795415,0.00067994127,0.0019587842,0.0129716415,0.0030427338],"domain_scores_gemma":[0.9941367,0.002044628,0.00013409171,0.0026143293,0.00018202406,0.0008882406],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.026181899,0.0005733376,0.0005595527,0.0002057092,0.0026795496,0.001050067,0.005146719,0.00020750424,0.07542205],"category_scores_gemma":[0.0014137372,0.0003499394,0.0002436202,0.0013981842,0.0048655258,0.0010983404,0.0091994535,0.0052194963,0.025567945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004752027,0.0010462361,0.0013104891,0.00003938573,0.00018607266,0.00035125064,0.0049444335,0.0004261375,0.08736444,0.0010205797,0.8444936,0.05834216],"study_design_scores_gemma":[0.0015009067,0.00052155537,0.011342104,0.000057449193,0.00001596559,0.000035370478,0.0005368705,0.010952642,0.00058072695,0.00709851,0.9668281,0.0005297939],"about_ca_topic_score_codex":0.01207075,"about_ca_topic_score_gemma":0.0016773805,"teacher_disagreement_score":0.4197681,"about_ca_system_score_codex":0.0043472513,"about_ca_system_score_gemma":0.00020163567,"threshold_uncertainty_score":0.99998695},"labels":[],"label_agreement":null},{"id":"W1493183284","doi":"","title":"Space weather services for the offshore drilling industry","year":2001,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"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":"Drilling; Drill string; Drill; Directional drilling; Offshore drilling; Measurement while drilling; Submarine pipeline; Marine engineering; Geology; Petroleum engineering; Mining engineering; Engineering; Computer science; Mechanical engineering; Geotechnical engineering","score_opus":0.11308918607632658,"score_gpt":0.34390884429300767,"score_spread":0.2308196582166811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493183284","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":[0.43371347,0.0063520437,0.00092869694,0.039520115,0.0006145635,0.017767,0.00019596421,0.00012260313,0.5007856],"genre_scores_gemma":[0.8687765,0.008455654,0.0036780778,0.00051158364,0.0006361939,0.0018472833,0.000079503436,0.00016367759,0.1158515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98561,0.0015863832,0.00047799438,0.0015595498,0.008202432,0.0025636174],"domain_scores_gemma":[0.9941037,0.0031684947,0.00010735891,0.001719662,0.0002458804,0.00065487355],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.025892112,0.00042393434,0.0003933055,0.00015634266,0.002954496,0.0008383007,0.0044140657,0.00034023856,0.00912025],"category_scores_gemma":[0.0007410876,0.00026387605,0.00017318952,0.0010131103,0.0023354872,0.0007161766,0.0060032946,0.005138804,0.0025284304],"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":[0.007497533,0.0025260623,0.03261488,0.00033346986,0.0011708988,0.0005912079,0.018127188,0.05644411,0.23224868,0.014203587,0.46991333,0.16432905],"study_design_scores_gemma":[0.0011176898,0.00047259338,0.00715015,0.000083485254,0.000018037877,0.000023310455,0.0025425206,0.025568802,0.0006330513,0.013542725,0.9484472,0.00040039513],"about_ca_topic_score_codex":0.0068677543,"about_ca_topic_score_gemma":0.0020316532,"teacher_disagreement_score":0.47853392,"about_ca_system_score_codex":0.002930992,"about_ca_system_score_gemma":0.00035266776,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W151807541","doi":"","title":"Aquatic carbon and GHG export from a permafrost catchment; identifying source areas and primary flow paths","year":2014,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Climate change and permafrost","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":"","keywords":"Permafrost; Environmental science; Greenhouse gas; Hydrology (agriculture); Tundra; Drainage basin; Carbon cycle; Arctic; Dissolved organic carbon; Ecosystem; Ecology; Oceanography; Geology; Geography","score_opus":0.12217361045346475,"score_gpt":0.30549984874355124,"score_spread":0.18332623829008649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W151807541","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":[0.9639229,0.006083326,0.000035553905,0.0014262573,0.00014725086,0.001976309,0.0020139234,0.00003087104,0.024363605],"genre_scores_gemma":[0.9795754,0.010765583,0.0009917403,0.0003323479,0.00048406812,0.00010073381,0.0043742335,0.00004086867,0.0033350023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879401,0.002021415,0.00046675256,0.0015806208,0.0062068095,0.0017843127],"domain_scores_gemma":[0.9947256,0.0030660564,0.000089010595,0.0009672324,0.00020426084,0.0009478344],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013275052,0.00041204487,0.0005378859,0.000261066,0.0014298975,0.0013463632,0.0012732155,0.00014682698,0.002194581],"category_scores_gemma":[0.0010285703,0.00033812478,0.00007134326,0.0003341913,0.0016202924,0.000701853,0.001738294,0.0019834414,0.0003721234],"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":[0.0015538245,0.0002681311,0.62478626,0.00034140697,0.00018031146,0.0003679412,0.0140581755,0.000111156514,0.039727513,0.000054677497,0.018762382,0.2997882],"study_design_scores_gemma":[0.002260614,0.0009467504,0.7708042,0.00031781793,0.000031141357,0.000067178495,0.003500076,0.12452561,0.00024308925,0.0054498026,0.0910294,0.0008243161],"about_ca_topic_score_codex":0.09159157,"about_ca_topic_score_gemma":0.035948664,"teacher_disagreement_score":0.29896387,"about_ca_system_score_codex":0.00038114682,"about_ca_system_score_gemma":0.00047532134,"threshold_uncertainty_score":0.9999071},"labels":[],"label_agreement":null},{"id":"W1526685951","doi":"","title":"Strontium and strontium compounds","year":2010,"lang":"en","type":"book","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Coordination Chemistry and Organometallics","field":"Chemistry","cited_by":51,"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":"Health Canada; Ministry of Environment; Ministry of Health, Labour and Welfare","keywords":"Strontium; Chemistry; Organic chemistry","score_opus":0.11060791406648073,"score_gpt":0.33562895661338377,"score_spread":0.22502104254690303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526685951","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014857205,0.003107197,0.000045286786,0.0017481877,0.0002057293,0.0016826936,0.0011861967,0.000085522566,0.9904535],"genre_scores_gemma":[0.028149832,0.004366192,0.0012976987,0.000043651868,0.0015183,0.00050288165,0.0020010185,0.00026878933,0.96185166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9774667,0.0006896387,0.0009643003,0.0031477264,0.014748044,0.002983608],"domain_scores_gemma":[0.9902621,0.0029980107,0.00028630102,0.0031589426,0.0019167436,0.0013778945],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.016151203,0.0010641556,0.0012108871,0.00049224566,0.0021077537,0.0021274376,0.0056386767,0.0011402665,0.014555491],"category_scores_gemma":[0.0027520126,0.00101522,0.00031250753,0.0003083451,0.0050663375,0.000734426,0.012806656,0.018107576,0.000929694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009644354,0.00062718574,0.00006382481,0.0011516494,0.0005583255,0.0003561163,0.0005257032,0.000018811108,0.17894343,0.008859641,0.7949828,0.012948088],"study_design_scores_gemma":[0.001594921,0.00020825388,0.00014194989,0.00030489787,0.000042538857,0.00004872144,0.00029860044,0.0005866975,0.0035183185,0.014376053,0.9779075,0.0009715656],"about_ca_topic_score_codex":0.000623722,"about_ca_topic_score_gemma":0.0011411078,"teacher_disagreement_score":0.18292469,"about_ca_system_score_codex":0.008510579,"about_ca_system_score_gemma":0.0072396337,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W1588760108","doi":"","title":"EFSA GMO Panel guidance on the evaluation of potential adverse effects of GM plants on non-target organisms","year":2012,"lang":"en","type":"preprint","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Genetically Modified Organisms Research","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":false,"ca_institutions":"Impact","funders":"","keywords":"Genetically modified organism; Biotechnology; Genetically engineered; Risk assessment; Food safety; Risk analysis (engineering); Scientific evidence; Business; Biology; Economics; Management; Genetics","score_opus":0.2165907573759674,"score_gpt":0.346079066828138,"score_spread":0.1294883094521706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588760108","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":[0.97019655,0.0009379737,0.00002003088,0.0031512622,0.00035426696,0.011681565,0.00075179245,0.000021689882,0.012884862],"genre_scores_gemma":[0.99495405,0.0013324579,0.0005057395,0.00007096778,0.00049108977,0.0011650713,0.00035809603,0.000025223275,0.0010973316],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.95493406,0.01050676,0.0009716283,0.0020398467,0.029028619,0.002519102],"domain_scores_gemma":[0.98625773,0.008063718,0.00038727486,0.001665447,0.002896389,0.00072946405],"candidate_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.053021483,0.00072069466,0.0009588499,0.00023657463,0.0011103606,0.00032083734,0.007110938,0.0005719994,0.0031912636],"category_scores_gemma":[0.008137238,0.00030538498,0.0003562599,0.0007096083,0.0025577901,0.00021380464,0.012415328,0.0063799424,0.0008988739],"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":[0.0018731292,0.0016468043,0.00017601861,0.000274868,0.00024075467,0.00004605603,0.00072679826,0.0021028484,0.9446145,0.0006324155,0.012352415,0.035313375],"study_design_scores_gemma":[0.0025862984,0.005910937,0.29764768,0.0016905244,0.00009520701,0.00001008773,0.0012473344,0.0071321386,0.64127845,0.03399672,0.007186918,0.0012177379],"about_ca_topic_score_codex":0.0034671896,"about_ca_topic_score_gemma":0.00033649232,"teacher_disagreement_score":0.30333608,"about_ca_system_score_codex":0.002886137,"about_ca_system_score_gemma":0.0017767777,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W1666652448","doi":"","title":"Benchmarking terrestrial models. ENSEMBLES Deliverable 6.5","year":2010,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Atmospheric and Environmental Gas Dynamics","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":"Deliverable; Benchmarking; Work (physics); Banner; Carbon cycle; Meteorology; Water cycle; Timeline; Greenhouse gas; Operations research; Environmental science; Geography; Environmental resource management; Library science; Climatology; Engineering; Computer science; Systems engineering; Ecology; Management; Archaeology","score_opus":0.1036959062530516,"score_gpt":0.3191298178302563,"score_spread":0.2154339115772047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1666652448","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":[0.70224255,0.00025191557,0.0027345323,0.0014397313,0.0006629683,0.0041892044,0.000044190387,0.00009455225,0.28834033],"genre_scores_gemma":[0.92500955,0.0017554476,0.056902457,0.00019145502,0.0005407416,0.00059262506,0.000072895426,0.00013642195,0.01479839],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9807023,0.0015052912,0.000667212,0.0022758583,0.011751836,0.003097542],"domain_scores_gemma":[0.99536955,0.0012634394,0.00012626773,0.0020566147,0.00010083829,0.0010832717],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01913055,0.00058933976,0.00053125276,0.00010228861,0.0026292584,0.0008697025,0.004488783,0.00031045842,0.010097048],"category_scores_gemma":[0.00095066184,0.0005130826,0.00020245342,0.0007560231,0.0045688297,0.001822187,0.011465404,0.005929059,0.0028280776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028477588,0.002291987,0.011199759,0.000052282205,0.000219518,0.00070861966,0.0035274413,0.14731492,0.4132539,0.0073647257,0.18165798,0.22956109],"study_design_scores_gemma":[0.002673216,0.0010570281,0.01254609,0.00006397421,0.00002080621,0.000073269344,0.0009260799,0.306741,0.0008279393,0.05088353,0.6229736,0.0012134204],"about_ca_topic_score_codex":0.020260869,"about_ca_topic_score_gemma":0.0055664466,"teacher_disagreement_score":0.44131565,"about_ca_system_score_codex":0.0049499134,"about_ca_system_score_gemma":0.00054284686,"threshold_uncertainty_score":0.9997321},"labels":[],"label_agreement":null},{"id":"W1823630017","doi":"","title":"Alkaline magmatism and REE resources: a European overview, and links to Canada","year":2014,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European union; Rare earth; Business; Supply chain; Production (economics); China; International trade; Natural resource economics; Raw material; Earth science; Political science; Economics; Geology; Chemistry","score_opus":0.08845119831390696,"score_gpt":0.31563485858263285,"score_spread":0.22718366026872588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823630017","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":[0.28099465,0.009240139,0.0018897813,0.016728006,0.00032338948,0.0050782235,0.00025568277,0.00023431594,0.6852558],"genre_scores_gemma":[0.97101724,0.0074312584,0.0029195761,0.00076378795,0.0002535983,0.00020161735,0.000048432536,0.00009793913,0.017266536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992454,0.0013678758,0.0003622997,0.0007548289,0.004036748,0.0010242356],"domain_scores_gemma":[0.99698097,0.0011635748,0.000027994289,0.0006690075,0.00038083977,0.000777621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012449243,0.00025340173,0.00028767058,0.00023956144,0.00071902707,0.0006997563,0.0009021739,0.00008174287,0.00029388224],"category_scores_gemma":[0.0020346376,0.00022388609,0.000023959878,0.00036293425,0.0003915156,0.00034048563,0.0015825557,0.002253868,0.00021905448],"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":[0.00040260798,0.00011900979,0.00026273943,0.00059461297,0.0001274731,0.00016159071,0.004314668,0.0030663726,0.09303496,0.005462708,0.65521663,0.2372366],"study_design_scores_gemma":[0.00053949736,0.00021502843,0.008442496,0.00010178883,0.0000032350188,0.000018499517,0.00039449031,0.014522715,0.00033685146,0.0014503238,0.9737104,0.00026468],"about_ca_topic_score_codex":0.07743896,"about_ca_topic_score_gemma":0.3541142,"teacher_disagreement_score":0.6900226,"about_ca_system_score_codex":0.0010731642,"about_ca_system_score_gemma":0.0004187427,"threshold_uncertainty_score":0.97920597},"labels":[],"label_agreement":null},{"id":"W1910373374","doi":"","title":"Drawing Down N2O to Protect Climate and the Ozone Layer: A UNEP Synthesis Report","year":2013,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":72,"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":"Nitrous oxide; Ozone layer; Ozone depletion; Greenhouse gas; Environmental science; Montreal Protocol; Climate change; Ozone; Natural resource economics; Pollutant; Nitrogen oxide; Atmosphere (unit); Oxide; Layer (electronics); Environmental protection; NOx; Meteorology; Chemistry; Ecology; Economics; Geography","score_opus":0.2582638405000597,"score_gpt":0.33796032665493864,"score_spread":0.07969648615487895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910373374","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":[0.57577556,0.004695253,0.00024845442,0.09672865,0.00033129158,0.019121584,0.0009757028,0.000089391346,0.30203408],"genre_scores_gemma":[0.9732151,0.008653189,0.002405475,0.00081046374,0.00040504796,0.007834918,0.000043685497,0.00011638874,0.0065157088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99245197,0.0008673858,0.0011090811,0.0017742852,0.0012891114,0.0025081532],"domain_scores_gemma":[0.9937587,0.0030868282,0.00023860965,0.0018880143,0.00033043645,0.0006974081],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.044632867,0.00039018845,0.0008634884,0.0006019454,0.0020050562,0.0020917156,0.0022908705,0.00015313485,0.0023880082],"category_scores_gemma":[0.009381206,0.0003100037,0.00017832576,0.00058270723,0.0017918071,0.0009514474,0.0064628343,0.0021050181,0.0075805597],"study_design_candidate":"not_applicable","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":[0.0069058887,0.0015644454,0.018581187,0.0010401048,0.0012643662,0.0007933294,0.02598336,0.00058150006,0.015079592,0.5895358,0.2789596,0.059710864],"study_design_scores_gemma":[0.0035164708,0.0005930821,0.026707541,0.00024293902,0.000013967937,0.00016318372,0.0026426888,0.0113580255,0.00072661374,0.19759707,0.7552302,0.001208215],"about_ca_topic_score_codex":0.026827704,"about_ca_topic_score_gemma":0.001494463,"teacher_disagreement_score":0.4762706,"about_ca_system_score_codex":0.0024434493,"about_ca_system_score_gemma":0.00027353055,"threshold_uncertainty_score":0.9999352},"labels":[],"label_agreement":null},{"id":"W2123347642","doi":"","title":"RRS James Clark Ross, October 27, 2003-November 22, 2003. ACCLAIM: sea level measurements in the Drake Passage and Scotia Sea","year":2004,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Geology and Paleoclimatology Research","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":"","keywords":"Oceanography; Geology; Circumpolar star; Altimeter; Peninsula; Nova scotia; Geodesy; Geography; Archaeology","score_opus":0.1754420889947685,"score_gpt":0.32838177093212106,"score_spread":0.15293968193735255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123347642","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":[0.80624723,0.014074564,0.000035204113,0.014709208,0.00047333457,0.00828978,0.0009300725,0.000047493068,0.1551931],"genre_scores_gemma":[0.9858333,0.004718678,0.0014766685,0.00070607936,0.00017341303,0.00016177856,0.0006079489,0.0000342835,0.006287855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97515756,0.007184973,0.0007319565,0.001993603,0.010986107,0.003945779],"domain_scores_gemma":[0.9936774,0.0022333986,0.00010939651,0.0016064266,0.0015376161,0.0008357745],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.043474328,0.0006014727,0.0006990594,0.0006402886,0.0022751319,0.0010861898,0.0042288485,0.00043506172,0.0041547637],"category_scores_gemma":[0.0060213646,0.00041832196,0.00009810393,0.0026418818,0.005242672,0.001209084,0.0015589464,0.006843855,0.004077997],"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":[0.0010322566,0.0003479322,0.89622533,0.000062094754,0.0001301715,0.0005532656,0.0010927242,0.00056783855,0.00025205745,0.0004387079,0.09486898,0.004428618],"study_design_scores_gemma":[0.0033951367,0.0007985613,0.88079596,0.0001397929,0.00001605823,0.00016174423,0.001191887,0.00087988644,0.00019480812,0.008088895,0.103777006,0.000560286],"about_ca_topic_score_codex":0.04002956,"about_ca_topic_score_gemma":0.19012068,"teacher_disagreement_score":0.17958605,"about_ca_system_score_codex":0.00037254128,"about_ca_system_score_gemma":0.0039064107,"threshold_uncertainty_score":0.99995077},"labels":[],"label_agreement":null},{"id":"W2155435198","doi":"","title":"State of the eastern North Atlantic subpolar gyre: The Extended Ellett Line Programme Annual Report No. 1","year":2013,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Oceanographic and Atmospheric Processes","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":"Ocean gyre; Hydrography; Oceanography; Trough (economics); Geology; Cruise; Physical oceanography; Structural basin; Climatology; Geography; Fishery","score_opus":0.06165305013622644,"score_gpt":0.27770241554271374,"score_spread":0.2160493654064873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155435198","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":[0.97229046,0.0020709222,0.00004301852,0.005238547,0.00021367212,0.0051999297,0.00021781403,0.000031680058,0.014693967],"genre_scores_gemma":[0.9793198,0.002001016,0.00084066566,0.00014601741,0.00021074769,0.000114636576,0.00014858972,0.000022730645,0.017195787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9844605,0.0021141437,0.00068497885,0.0010821394,0.009491226,0.0021670137],"domain_scores_gemma":[0.99402434,0.0017424515,0.00022245648,0.001704449,0.0017711599,0.0005351478],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.013439747,0.0003624621,0.00042098926,0.00008199811,0.0016218048,0.0006960331,0.0044945707,0.00007766268,0.0019965644],"category_scores_gemma":[0.0031401997,0.00018273319,0.00018460462,0.0013046879,0.0038272724,0.00086506497,0.0017767908,0.0027180118,0.0015680967],"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":[0.0008348039,0.00052774313,0.7707528,0.00022461031,0.00026636783,0.0003393881,0.0018352447,0.0008110086,0.00062669296,0.00007358905,0.07167238,0.15203537],"study_design_scores_gemma":[0.0006856356,0.000993034,0.7313766,0.0000949444,0.000012934041,0.000061614344,0.0009488291,0.013350165,0.000092591225,0.0046390695,0.24739864,0.0003459577],"about_ca_topic_score_codex":0.057273656,"about_ca_topic_score_gemma":0.018356675,"teacher_disagreement_score":0.17572626,"about_ca_system_score_codex":0.00015236516,"about_ca_system_score_gemma":0.001751781,"threshold_uncertainty_score":0.99967796},"labels":[],"label_agreement":null},{"id":"W2257360493","doi":"","title":"Evolution of the Scotia Sea region: relevance to broad-band seismology","year":2001,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":11,"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; Context (archaeology); Seismology; Plate tectonics; Nova scotia; Tectonics; Mantle (geology); Geophysics; Oceanography; Paleontology","score_opus":0.10217039309065765,"score_gpt":0.29671879771875825,"score_spread":0.1945484046281006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257360493","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":[0.8653865,0.0035352402,0.00013844745,0.024151703,0.000276315,0.0033332605,0.000117505006,0.000024624804,0.10303644],"genre_scores_gemma":[0.98367554,0.0012757299,0.00032111446,0.00023445496,0.00018854534,0.000039096347,0.00001897496,0.0000071451864,0.0142394025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98924893,0.0022270095,0.00036330477,0.0010044733,0.005555205,0.0016010804],"domain_scores_gemma":[0.99564856,0.0022486295,0.0000699882,0.0009448335,0.0006543213,0.0004336912],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006963896,0.00023902701,0.0003842868,0.00013777896,0.0013214967,0.00014888722,0.002623493,0.00010154488,0.0012329242],"category_scores_gemma":[0.0037126108,0.00013907767,0.00012763338,0.0012013095,0.00264818,0.00030141807,0.0015705384,0.0017699475,0.0032526667],"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":[0.004765291,0.0006700449,0.6503608,0.00011491636,0.00017716092,0.0003662866,0.001342811,0.0110953245,0.0050921044,0.004925706,0.18024479,0.14084476],"study_design_scores_gemma":[0.00038323793,0.00091087027,0.6499189,0.000052819512,0.000003933907,0.000021532389,0.00025278603,0.00090490497,0.00017933562,0.034712706,0.3124913,0.00016767264],"about_ca_topic_score_codex":0.052865192,"about_ca_topic_score_gemma":0.020921458,"teacher_disagreement_score":0.14067708,"about_ca_system_score_codex":0.0004243034,"about_ca_system_score_gemma":0.00055667805,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W2263272016","doi":"10.22498/pages.21.1.43","title":"Sea ice in the paleoclimate system. 1st Sea Ice Proxies (SIP) Working Group workshop, Montreal, Canada, 7-9 March 2012","year":2013,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Arctic and Antarctic ice 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":"Sea ice; Paleoclimatology; Oceanography; Geology; Climatology; Arctic ice pack; Cryosphere; Group (periodic table); Climate change","score_opus":0.0656515769417968,"score_gpt":0.2690766271445362,"score_spread":0.20342505020273938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263272016","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":[0.6299505,0.006607795,0.00013465867,0.03058335,0.0007136793,0.017416624,0.0009558251,0.00011040583,0.31352714],"genre_scores_gemma":[0.990085,0.0025632873,0.00097115815,0.00035129904,0.00035407467,0.00043575856,0.00052674924,0.000037295475,0.0046753595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97655416,0.005278013,0.0007803918,0.0015973669,0.012007903,0.0037821613],"domain_scores_gemma":[0.9896145,0.0072619184,0.00015050524,0.0016364949,0.00055220915,0.00078435615],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.025920125,0.0005662157,0.00062660297,0.0003753045,0.0026818065,0.0016984186,0.0050501814,0.00019235557,0.0023843546],"category_scores_gemma":[0.0013392539,0.00038035234,0.00012847378,0.0012890989,0.0017674188,0.001492878,0.0016034016,0.0050499155,0.0012124875],"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":[0.0023580121,0.00078315363,0.5316759,0.0010069599,0.00040879176,0.0022351546,0.007243763,0.0045142667,0.0004855902,0.0029652705,0.30121905,0.14510413],"study_design_scores_gemma":[0.0012526432,0.00044280442,0.77597326,0.00053096464,0.000021659564,0.00009760494,0.023741717,0.0731586,0.000005488682,0.0023507995,0.121638425,0.00078605977],"about_ca_topic_score_codex":0.90931726,"about_ca_topic_score_gemma":0.9586777,"teacher_disagreement_score":0.36013448,"about_ca_system_score_codex":0.0017274147,"about_ca_system_score_gemma":0.002712723,"threshold_uncertainty_score":0.9998648},"labels":[],"label_agreement":null},{"id":"W2613516707","doi":"","title":"Groundwater, geothermal modelling and monitoring at city-scale : reviewing European practice and knowledge exchange : TU1206 COST sub-urban WG2 report","year":2017,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Resource (disambiguation); Urban planning; Groundwater; Scale (ratio); Geothermal gradient; Environmental resource management; Geography; Business; Environmental science; Civil engineering; Engineering","score_opus":0.13276394839440028,"score_gpt":0.345625212522337,"score_spread":0.21286126412793674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613516707","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":[0.7416875,0.017720673,0.00195351,0.001420603,0.0004106409,0.004986905,0.000041033563,0.00013254888,0.23164658],"genre_scores_gemma":[0.96581805,0.023952756,0.0026226193,0.000017485445,0.00062673725,0.00028889455,0.000030958756,0.0001338638,0.006508628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904039,0.0021870548,0.0006098283,0.0014223168,0.0034480465,0.0019288852],"domain_scores_gemma":[0.9950335,0.0012199444,0.00012276007,0.0020713313,0.0008145099,0.00073793886],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.029931411,0.00047656824,0.00055074814,0.00023358504,0.0039288164,0.0023125724,0.0017075975,0.00013763306,0.00011446552],"category_scores_gemma":[0.0024311289,0.00042226622,0.000090422785,0.00017200071,0.0017657011,0.0024824627,0.007306161,0.0029373816,0.00007717034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003989026,0.0015937361,0.115948126,0.0076362668,0.0014615679,0.00799111,0.053186245,0.006471426,0.12585336,0.0015714588,0.0876324,0.5866653],"study_design_scores_gemma":[0.0015074756,0.0003592808,0.049987614,0.00045044773,0.000037133363,0.00034922897,0.001494128,0.019335654,0.0013080968,0.0023600217,0.92196107,0.0008498358],"about_ca_topic_score_codex":0.0019999254,"about_ca_topic_score_gemma":0.00041650355,"teacher_disagreement_score":0.83432865,"about_ca_system_score_codex":0.004208972,"about_ca_system_score_gemma":0.0003422441,"threshold_uncertainty_score":0.9998229},"labels":[],"label_agreement":null},{"id":"W2765668115","doi":"10.13140/rg.2.2.26976.08963","title":"Estimating GIC from a single observatory at high and mid-latitudes","year":2017,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","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":"Geomagnetically induced current; Geomagnetic storm; Space weather; Earth's magnetic field; Meteorology; Latitude; Geology; Storm; Bay; Grid; Climatology; Magnetic field; Geodesy; Geography; Physics; Oceanography","score_opus":0.1167590438198565,"score_gpt":0.33113666949277065,"score_spread":0.21437762567291416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765668115","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":[0.9259724,0.0005656343,0.00047002672,0.0012931396,0.00023168429,0.0018266421,0.00031692188,0.000025872803,0.06929767],"genre_scores_gemma":[0.96201396,0.00010860548,0.022468206,0.000039283506,0.00059167296,0.00028537776,0.00021778152,0.000067707915,0.014207399],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99152654,0.0008387492,0.00039545458,0.0013475482,0.004326326,0.0015653777],"domain_scores_gemma":[0.9955442,0.0013069031,0.00016941334,0.001945872,0.0004929662,0.0005406358],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005874492,0.00037460236,0.00045876557,0.00006370667,0.004328036,0.0020172915,0.0027240606,0.000099102646,0.0032750713],"category_scores_gemma":[0.00076011976,0.00032795567,0.000102483806,0.00011042339,0.0020634735,0.0011221556,0.009396975,0.0018972106,0.00056571985],"study_design_candidate":"not_applicable","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":[0.0023263814,0.0023026466,0.13661925,0.00022256398,0.0010250447,0.00037827692,0.003750226,0.0013141175,0.34201944,0.05041156,0.09787511,0.36175537],"study_design_scores_gemma":[0.0074894005,0.001797722,0.26611584,0.0005909718,0.00006541537,0.0000073507263,0.0017197999,0.07464627,0.0061999643,0.25871268,0.38061237,0.0020421979],"about_ca_topic_score_codex":0.035751548,"about_ca_topic_score_gemma":0.0028354947,"teacher_disagreement_score":0.35971317,"about_ca_system_score_codex":0.0016577082,"about_ca_system_score_gemma":0.0007252883,"threshold_uncertainty_score":0.99991727},"labels":[],"label_agreement":null},{"id":"W2765693573","doi":"","title":"Five unconventional fuels: geology and environment","year":2014,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Methane; Coal; Synthetic crude; Unconventional oil; Fossil fuel; Petroleum engineering; Geology; Waste management; Coal mining; Natural gas; Mining engineering; Enhanced coal bed methane recovery; Environmental science; Asphalt; Engineering","score_opus":0.09782203398311314,"score_gpt":0.3113008350699302,"score_spread":0.2134788010868171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765693573","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":[0.56193626,0.014205186,0.010463048,0.022545347,0.0007490937,0.009237243,0.00032788576,0.0011658922,0.37937003],"genre_scores_gemma":[0.97399354,0.009178559,0.0060875136,0.00005531675,0.00015563011,0.0008124533,0.000089787114,0.000069377056,0.009557835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919795,0.0010941179,0.00040059513,0.0010323875,0.004069298,0.0014241452],"domain_scores_gemma":[0.99655557,0.0016794004,0.000040029525,0.0011362687,0.00022687213,0.00036188806],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013106955,0.00030597014,0.00035730263,0.00041121725,0.00077289774,0.00032359778,0.0016810092,0.00018970025,0.00091337995],"category_scores_gemma":[0.0017333322,0.0002731792,0.00006827098,0.000265275,0.0022755547,0.00034195292,0.002606141,0.0023716856,0.001279252],"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":[0.00058664865,0.00062006083,0.0023698627,0.00044319892,0.00048346026,0.000113535694,0.0029252563,0.0076747416,0.10245133,0.108589984,0.3219015,0.45184043],"study_design_scores_gemma":[0.0012175083,0.0006915086,0.011228789,0.00006426439,0.0000072712614,0.000026853784,0.0010870744,0.033976458,0.002084032,0.07623157,0.87290066,0.00048402668],"about_ca_topic_score_codex":0.00037397837,"about_ca_topic_score_gemma":0.00012092144,"teacher_disagreement_score":0.55099916,"about_ca_system_score_codex":0.0015488751,"about_ca_system_score_gemma":0.0001918635,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W2767422578","doi":"","title":"Spatial distribution and dynamics of carbon-14 in a wetland ecosystem","year":2014,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Atomic Energy of Canada Limited","keywords":"Wetland; Ecosystem; Environmental science; Spatial distribution; Distribution (mathematics); Environmental resource management; Carbon fibers; Ecology; Geography; Remote sensing; Computer science; Biology; Mathematics","score_opus":0.03779449219654749,"score_gpt":0.2911503222035342,"score_spread":0.2533558300069867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767422578","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":[0.9444478,0.00008963275,0.00029104002,0.0014539484,0.00006813883,0.0017564443,0.00020113915,0.000011160934,0.051680688],"genre_scores_gemma":[0.9977074,0.00057170144,0.00023803787,0.000016951157,0.000064746746,0.00020941932,0.00021715875,0.000024517489,0.00095005106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904991,0.0023215453,0.0005015046,0.0010686954,0.004225534,0.0013836307],"domain_scores_gemma":[0.9972931,0.0013426827,0.00009320646,0.0007656999,0.00012217854,0.00038309573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019419694,0.00025020883,0.00047766397,0.00017501318,0.00040077668,0.00015873363,0.0012980276,0.00015604032,0.00048450462],"category_scores_gemma":[0.0017454927,0.0002052807,0.000055126286,0.0004441954,0.0014260124,0.00027197567,0.0041978103,0.0015384931,0.00010425281],"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":[0.0031897535,0.0014709205,0.8239077,0.000289676,0.000106581494,0.00021756862,0.0018951793,0.0013655509,0.04374344,0.008547952,0.019542221,0.095723495],"study_design_scores_gemma":[0.003774326,0.0019342484,0.66391647,0.00013990658,0.000009472672,0.00003355177,0.00035993807,0.2197027,0.00046756337,0.015944734,0.093190685,0.0005263951],"about_ca_topic_score_codex":0.024515899,"about_ca_topic_score_gemma":0.11614442,"teacher_disagreement_score":0.21833715,"about_ca_system_score_codex":0.0038456654,"about_ca_system_score_gemma":0.00022810229,"threshold_uncertainty_score":0.9999784},"labels":[],"label_agreement":null},{"id":"W2966576554","doi":"","title":"Onset and development of the Drake Passage and Scotia Sea gateways and its influence on global ocean circulation and climate (IODP proposal)","year":2016,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Arctic and Russian Policy Studies","field":"Social 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":"Oceanography; Peninsula; Geology; Circumpolar star; Nova scotia; Geography; Archaeology","score_opus":0.09806113780376159,"score_gpt":0.3643095837777283,"score_spread":0.26624844597396674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966576554","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":[0.9738641,0.0008624902,0.000003936425,0.015383798,0.000023563814,0.0019854582,0.00013670971,0.000010462046,0.0077294786],"genre_scores_gemma":[0.9922874,0.0066044247,0.00040930804,0.000062100306,0.00003835664,0.000043244167,0.0000024560668,0.000012650659,0.00054003985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99227756,0.0017766324,0.00029490705,0.00074147247,0.0038554838,0.0010539524],"domain_scores_gemma":[0.99768054,0.0012165242,0.00008315402,0.00032303596,0.0002972962,0.00039943727],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01166654,0.00020238258,0.0002557112,0.0000951884,0.0030708916,0.0002691498,0.0005982894,0.00008866127,0.000026132117],"category_scores_gemma":[0.002589684,0.000114189424,0.000022632788,0.00024424904,0.0050704055,0.00044742838,0.0033220577,0.0005645653,0.000024126884],"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":[0.0018410562,0.00042490638,0.6551856,0.00057061145,0.00032339417,0.000056662226,0.06267959,0.000011127456,0.011903493,0.09051246,0.009892088,0.16659902],"study_design_scores_gemma":[0.0009028526,0.00021182673,0.95960367,0.00035305513,0.0000071918694,0.000007359849,0.0029432354,0.00006486234,0.000303383,0.011726393,0.023652412,0.0002237803],"about_ca_topic_score_codex":0.0025508157,"about_ca_topic_score_gemma":0.007891668,"teacher_disagreement_score":0.30441806,"about_ca_system_score_codex":0.0010741301,"about_ca_system_score_gemma":0.001347651,"threshold_uncertainty_score":0.998227},"labels":[],"label_agreement":null},{"id":"W3186671858","doi":"10.5281/zenodo.5101133","title":"IPBES-IPCC co-sponsored workshop report on biodiversity and climate change","year":2021,"lang":"en","type":"report","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"National Centre for Biological Sciences; Wageningen University and Research; Directorate for Biological Sciences; Pontifícia Universidade Católica do Rio de Janeiro; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Universitat Autònoma de Barcelona; Senckenberg Biodiversität und Klima Forschungszentrum; Universiteit Stellenbosch; Universität Leipzig; University of California, San Diego; Chiba University; Helmholtz-Zentrum für Umweltforschung; Macquarie University; Fisheries and Oceans Canada; Pontificia Universidad Católica de Chile; Environment and Climate Change Canada; Universidade de São Paulo; Ikerbasque, Basque Foundation for Science; Haramaya University; Institució Catalana de Recerca i Estudis Avançats; Indian Institute of Science; Chinese Research Academy of Environmental Sciences; University of Cape Town; University of Aberdeen; Institut de Recherche pour le Développement","keywords":"Biodiversity; Climate change; Environmental resource management; Environmental science; Geography; Political science; Ecology; Biology","score_opus":0.4437857653628326,"score_gpt":0.4297317582052393,"score_spread":0.014054007157593307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186671858","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24560681,0.006441965,0.0000046888545,0.009798699,0.0010947736,0.0138738295,0.005544981,0.00016403363,0.7174702],"genre_scores_gemma":[0.26547438,0.58132774,0.0018740385,0.0016801171,0.0037059654,0.005048381,0.01421696,0.00084059546,0.12583183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9577159,0.0045328443,0.0011384339,0.0048288917,0.02712659,0.0046573333],"domain_scores_gemma":[0.9900324,0.003363926,0.00044629638,0.0038473778,0.00039015754,0.0019198945],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.055865105,0.0013279535,0.0015727093,0.0006559957,0.0032612665,0.0015923422,0.003726056,0.00084040285,0.018879702],"category_scores_gemma":[0.006888391,0.0011733357,0.00044533287,0.0010581147,0.005742848,0.0013353958,0.023162453,0.008035869,0.007958644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00272034,0.0013858193,0.02024692,0.00038729698,0.00032511938,0.0151764965,0.00208645,0.000040941606,0.008009929,0.00003008965,0.89666146,0.05292915],"study_design_scores_gemma":[0.0013384167,0.0010337994,0.09527408,0.0007421094,0.0000611498,0.00068574154,0.0016174575,0.0001250857,0.00043582526,0.00027920995,0.8970605,0.001346627],"about_ca_topic_score_codex":0.020314416,"about_ca_topic_score_gemma":0.006167798,"teacher_disagreement_score":0.5916384,"about_ca_system_score_codex":0.025037084,"about_ca_system_score_gemma":0.0012657931,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W57366752","doi":"","title":"Methodology for construction of Vulcan model of the Saltby Volcanic Formation, DGSM Nottingham-Melton project","year":2005,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Banting and Best Diabetes Centre, University of Toronto; Department for International Development; Staatssekretariat für Bildung, Forschung und Innovation; British Geological Survey","keywords":"Borehole; Geology; Visualization; Situated; Horizon; Volcano; Geological survey; Seismology; Computer science; Geophysics; Paleontology; Artificial intelligence; Geometry","score_opus":0.34404166387766494,"score_gpt":0.3771556411962077,"score_spread":0.033113977318542764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57366752","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":[0.8675175,0.0024209109,0.060245037,0.018152472,0.00028947063,0.011743917,0.0020998467,0.000055161945,0.037475735],"genre_scores_gemma":[0.923451,0.0006509451,0.07379044,0.00006056648,0.000102337915,0.000067546374,0.00011152037,0.000008194254,0.0017574244],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9911006,0.0026071316,0.0006334928,0.00065855857,0.003993735,0.0010064532],"domain_scores_gemma":[0.995305,0.002511999,0.0002050349,0.0007414207,0.0010705187,0.00016602113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023915682,0.00018965662,0.0004385928,0.00029556995,0.0009411624,0.000116965384,0.0018689878,0.00012011239,0.00040356905],"category_scores_gemma":[0.0045876186,0.00011779816,0.00017818624,0.00060307153,0.001870563,0.0004260988,0.0005941054,0.0011279172,0.00004343032],"study_design_candidate":"simulation_or_modeling","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":[0.0023733792,0.00034527978,0.0059732315,0.00036173483,0.00023972332,0.0000025918146,0.0033056182,0.43129706,0.061024062,0.009225102,0.013543966,0.47230825],"study_design_scores_gemma":[0.0008535812,0.00078344607,0.0035790775,0.000063106694,0.000024795716,0.00000825734,0.0009867208,0.91395074,0.0069601354,0.03430605,0.038279098,0.00020496469],"about_ca_topic_score_codex":0.010675776,"about_ca_topic_score_gemma":0.01640883,"teacher_disagreement_score":0.4826537,"about_ca_system_score_codex":0.00028258254,"about_ca_system_score_gemma":0.0015454814,"threshold_uncertainty_score":0.9959122},"labels":[],"label_agreement":null},{"id":"W6894160237","doi":"10.5285/a32f775b-34dd-4f31-aafa-f88450eb7a90","title":"Hydraulic and hydrological data from surface and subsurface soils across the Thames catchment, UK, 2021","year":2022,"lang":"en","type":"dataset","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Soil water; Hydraulic conductivity; Infiltrometer; Infiltration (HVAC); Hydrology (agriculture); Loam; Water content; Soil test; Soil horizon","score_opus":0.23285197734547794,"score_gpt":0.4090488510880069,"score_spread":0.176196873742529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894160237","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046323046,0.0220325,0.0000015705576,0.005794009,0.00022115084,0.008927019,0.91527176,0.000044618006,0.0013843122],"genre_scores_gemma":[0.011675584,0.07482127,0.000363172,0.00029582586,0.00046484184,0.0013238379,0.9064762,0.00029842873,0.0042808293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9301793,0.022603618,0.00144164,0.008215292,0.031012245,0.006547919],"domain_scores_gemma":[0.9630061,0.020132147,0.00052037026,0.0135442875,0.0008261278,0.0019710094],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.101091884,0.001812094,0.0020857377,0.00042427154,0.008389744,0.0058453875,0.024576323,0.0007592423,0.042452004],"category_scores_gemma":[0.011903546,0.0012919626,0.00022190038,0.0016301896,0.0152411675,0.0016246606,0.1542744,0.023539744,0.004389964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028282735,0.0006997008,0.00037328442,0.000111868096,0.0007412605,0.0010811996,0.0009607514,0.00028260387,0.003791336,0.000029916457,0.9873556,0.0017442298],"study_design_scores_gemma":[0.0025098815,0.0010806066,0.0036458864,0.00014385003,0.00009784845,0.000086232554,0.0027703673,0.0022850821,0.00006496189,0.002711768,0.98324144,0.001362055],"about_ca_topic_score_codex":0.13870504,"about_ca_topic_score_gemma":0.04299761,"teacher_disagreement_score":0.12969808,"about_ca_system_score_codex":0.007098456,"about_ca_system_score_gemma":0.0045036892,"threshold_uncertainty_score":0.9994624},"labels":[],"label_agreement":null},{"id":"W6921732557","doi":"10.1016/j/dsr2.2004.06.005","title":"A comparison of net and acoustic estimates of krill density in the Scotia Sea during the CCAMLR 2000 Survey","year":2004,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Krill; Sampling (signal processing); Biomass (ecology); Range (aeronautics); Antarctic krill; Spatial distribution; Nova scotia","score_opus":0.14771050461489713,"score_gpt":0.39339636088728097,"score_spread":0.24568585627238385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921732557","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":[0.65355456,0.037494354,0.00007490656,0.0013846478,0.0002822693,0.04001341,0.010961646,0.00014268109,0.25609154],"genre_scores_gemma":[0.9667779,0.0032859172,0.000756983,0.000018722489,0.00015078537,0.00041214246,0.00047883866,0.0007577664,0.027360896],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.96090406,0.013519557,0.0012957713,0.0021243542,0.019099759,0.003056512],"domain_scores_gemma":[0.98445,0.009962115,0.0005771241,0.0035321654,0.0010088168,0.00046981926],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","open_science","insufficient_payload"],"category_scores_codex":[0.060447782,0.00091262895,0.0017785034,0.0013551096,0.0008566275,0.00059472676,0.007199071,0.00043060628,0.0012392583],"category_scores_gemma":[0.009583837,0.00056788157,0.00019721198,0.0019166649,0.010414366,0.00033421777,0.008385022,0.007716576,0.0008855118],"study_design_candidate":"observational","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":[0.009541867,0.0045309137,0.20404267,0.0036365914,0.0013240703,0.00054417556,0.015198158,0.005932024,0.08006581,0.00061615306,0.6722353,0.0023322566],"study_design_scores_gemma":[0.006110927,0.0017849966,0.9052877,0.00344359,0.000110802706,0.00007658193,0.004006735,0.0062286174,0.0022535487,0.0029777843,0.06628224,0.0014364893],"about_ca_topic_score_codex":0.16178451,"about_ca_topic_score_gemma":0.26208988,"teacher_disagreement_score":0.701245,"about_ca_system_score_codex":0.0054697394,"about_ca_system_score_gemma":0.004476866,"threshold_uncertainty_score":0.9998924},"labels":[],"label_agreement":null},{"id":"W6962801698","doi":"10.15468/e6f3my","title":"Records of Boeckella poppei (Mrazek, 1901) (Calanoida: Centropagidae) obtained during Ukrainian Antarctic Expeditions","year":2023,"lang":"en","type":"dataset","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pleistocene; Glacial period; Zooplankton; Copepod; Biogeography; Last Glacial Maximum","score_opus":0.15292837145475527,"score_gpt":0.3750647542973485,"score_spread":0.2221363828425932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962801698","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011328928,0.0012615662,0.0000020862353,0.0019293086,0.000857919,0.01185838,0.96605605,0.00022592589,0.0064798156],"genre_scores_gemma":[0.0078342855,0.023799896,0.0006490942,0.000069342794,0.0021682691,0.0044516535,0.9441974,0.0009886621,0.015841363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92382157,0.015121654,0.003026594,0.0061007533,0.04265286,0.0092766],"domain_scores_gemma":[0.97318625,0.009369058,0.0010067933,0.009003052,0.0043657133,0.0030691058],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.055019423,0.002251608,0.003108545,0.0051050987,0.004365534,0.0017791442,0.015619594,0.001179207,0.0056753773],"category_scores_gemma":[0.027015643,0.002128197,0.0009923327,0.0050065215,0.009232485,0.0016286204,0.028361375,0.020235782,0.06617555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0043708123,0.0018664242,0.00009267654,0.0014612109,0.0009139271,0.0025014656,0.0011272178,0.00011700858,0.031864505,0.000059511087,0.9548075,0.0008177388],"study_design_scores_gemma":[0.0047464655,0.0019870019,0.008057872,0.0017306699,0.00013376951,0.00010415001,0.0019203838,0.00032799286,0.0006639295,0.001365476,0.97698134,0.001980961],"about_ca_topic_score_codex":0.080580615,"about_ca_topic_score_gemma":0.02764303,"teacher_disagreement_score":0.060500175,"about_ca_system_score_codex":0.027721759,"about_ca_system_score_gemma":0.0112230675,"threshold_uncertainty_score":0.9992571},"labels":[],"label_agreement":null},{"id":"W6979811836","doi":"","title":"Air-surface exchange of gases and particles: poster proceedings","year":2001,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; National Park Service; Natural Sciences and Engineering Research Council of Canada; National Research Foundation; National Aeronautics and Space Administration; National Science Foundation","keywords":"Work (physics); Table (database); Field (mathematics)","score_opus":0.06645333830910449,"score_gpt":0.302988974373805,"score_spread":0.23653563606470052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979811836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06105969,0.020575939,0.00042804805,0.0010844903,0.00025979846,0.0068546836,0.0013919738,0.00025431902,0.90809107],"genre_scores_gemma":[0.2768739,0.08807315,0.011750855,0.00008648567,0.00074279436,0.00063212134,0.0005374108,0.001755833,0.6195475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99175054,0.00026691778,0.00040773724,0.00092451967,0.005344045,0.0013062286],"domain_scores_gemma":[0.99782515,0.0006494033,0.00006526962,0.00056709937,0.0004820329,0.00041102775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005075912,0.0004292715,0.0005508107,0.000416007,0.00023672447,0.00028729433,0.0013295688,0.00020924502,0.001149357],"category_scores_gemma":[0.00040003622,0.00038933856,0.00008547032,0.0004814933,0.0010844916,0.00023694501,0.0024910434,0.0018705843,0.00018865628],"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":[0.00022619827,0.00031097245,0.0005630938,0.0014153911,0.00035729815,0.00012365996,0.00090619485,0.0032116212,0.022311933,0.0035110957,0.9451663,0.021896273],"study_design_scores_gemma":[0.001018548,0.0004649808,0.0014117048,0.00075971766,0.000017111248,0.000024628725,0.00037418716,0.105045184,0.00016775941,0.0030413268,0.8870397,0.00063514983],"about_ca_topic_score_codex":0.0022197363,"about_ca_topic_score_gemma":0.0011074576,"teacher_disagreement_score":0.28854358,"about_ca_system_score_codex":0.0013834941,"about_ca_system_score_gemma":0.00034794313,"threshold_uncertainty_score":0.9998559},"labels":[],"label_agreement":null},{"id":"W6979972671","doi":"","title":"Appetite for change: food system options for nitrogen, environment &amp; health. 2nd European Nitrogen Assessment special report on nitrogen &amp; food","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Sustainability; Food systems; Food processing; Reactive nitrogen; Agriculture; Food energy; Sustainable agriculture; Agricultural productivity","score_opus":0.3016581504863386,"score_gpt":0.4135524540723312,"score_spread":0.11189430358599262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979972671","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016835387,0.014183237,0.00454677,0.0108856065,0.0034208347,0.20974211,0.15034099,0.0032758985,0.601921],"genre_scores_gemma":[0.005238936,0.02006233,0.08703917,0.00055207056,0.039018705,0.14970754,0.052491467,0.028759593,0.61713016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9399997,0.012515218,0.003070111,0.007981443,0.027317243,0.009116258],"domain_scores_gemma":[0.98039025,0.0047774874,0.0017251212,0.008229889,0.0015263127,0.003350919],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.08277918,0.0027383761,0.0032022763,0.0039503495,0.004856153,0.0021586218,0.008576083,0.0008901951,0.0027202342],"category_scores_gemma":[0.0045350413,0.0026213946,0.0016319922,0.001642067,0.0031722386,0.0007110666,0.010746379,0.007904939,0.024361363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0029026999,0.0020372765,0.00022759104,0.001896579,0.0030416378,0.00033907476,0.000703654,0.00012759177,0.0013886122,0.010001617,0.97103083,0.0063028615],"study_design_scores_gemma":[0.005741817,0.0065385494,0.00022005221,0.0023783678,0.00015348766,0.00015099563,0.0008227157,0.0002043288,0.000083448846,0.00792539,0.97360057,0.0021802804],"about_ca_topic_score_codex":0.003823721,"about_ca_topic_score_gemma":0.027871853,"teacher_disagreement_score":0.097849526,"about_ca_system_score_codex":0.04474822,"about_ca_system_score_gemma":0.0063039353,"threshold_uncertainty_score":0.99954057},"labels":[],"label_agreement":null},{"id":"W6980109329","doi":"","title":"Attenuation of peak ground accelerations for recent UK earthquakes of magnitude ≤ 4.6 ML","year":2001,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Medical History and Research","field":"Arts and Humanities","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":"Magnitude (astronomy); Attenuation; Seismogram; Peak ground acceleration; Amplitude; Acceleration; Range (aeronautics); Earthquake magnitude; Moment magnitude scale","score_opus":0.3365187409293795,"score_gpt":0.37984582503364717,"score_spread":0.043327084104267666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980109329","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004720553,0.004901595,0.00015392812,0.0018512873,0.00041435097,0.007593752,0.0018720634,0.000034814228,0.9827061],"genre_scores_gemma":[0.0075723575,0.014523325,0.0013237686,0.000047822745,0.0014922117,0.0014587354,0.0011572994,0.00035283022,0.97207165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98257625,0.0022857354,0.00093282346,0.0012928445,0.011244791,0.0016675843],"domain_scores_gemma":[0.992348,0.002602379,0.00033583769,0.0015024106,0.0026794623,0.00053190044],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017535042,0.00047254222,0.00093381776,0.0012195812,0.001281174,0.00034621955,0.0027199879,0.00030647212,0.08146959],"category_scores_gemma":[0.003871883,0.0003778511,0.00026664895,0.00033408913,0.0063831825,0.0002976575,0.0018258891,0.0028227712,0.00053095416],"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":[0.00072341633,0.00080470165,0.00001448693,0.0007281566,0.0002700097,0.000029844574,0.0036368768,0.000008676469,0.00267025,0.059695046,0.8971692,0.03424939],"study_design_scores_gemma":[0.001372518,0.0015148295,0.000108080305,0.00056007394,0.000027772625,0.00000239654,0.0023324545,0.0001346309,0.00014285892,0.0038560696,0.989587,0.0003612782],"about_ca_topic_score_codex":0.01442661,"about_ca_topic_score_gemma":0.030506633,"teacher_disagreement_score":0.09241789,"about_ca_system_score_codex":0.0016239177,"about_ca_system_score_gemma":0.0027216272,"threshold_uncertainty_score":0.9998673},"labels":[],"label_agreement":null},{"id":"W6981137447","doi":"","title":"Discovery 2010: understanding the Scotia Sea food web","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","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":"Food security; Nova scotia; Food processing; Food supply","score_opus":0.24394982632097495,"score_gpt":0.3137427078142636,"score_spread":0.06979288149328866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981137447","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021387648,0.005596922,0.00008857781,0.0041026603,0.002775882,0.0042555616,0.0016768313,0.00010531616,0.98118436],"genre_scores_gemma":[0.046379376,0.003472133,0.00015899604,0.00029581314,0.0037530172,0.00049037515,0.000390358,0.0005769197,0.94448304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98124516,0.0031184703,0.0005508764,0.0019022633,0.010375266,0.0028079445],"domain_scores_gemma":[0.99383885,0.0024269156,0.0002300924,0.002541835,0.00042540938,0.0005368812],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01938327,0.0007385982,0.000775985,0.0011092362,0.004206184,0.0015701037,0.005800004,0.00045670648,0.032198455],"category_scores_gemma":[0.0014054172,0.0004926475,0.0003097801,0.00022832137,0.023844182,0.0007698197,0.0063600284,0.011829443,0.0065955487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028546678,0.00019299527,0.000028560073,0.00011290989,0.00023715451,0.000095004434,0.010661503,0.0000013809523,0.00034789852,0.12332865,0.8640926,0.0006159049],"study_design_scores_gemma":[0.0008780726,0.00066011486,0.00006743606,0.00033772315,0.000028133936,0.000012420318,0.0051784357,0.0001249072,0.000008674454,0.018947339,0.9731745,0.0005822084],"about_ca_topic_score_codex":0.006643878,"about_ca_topic_score_gemma":0.26839036,"teacher_disagreement_score":0.26174647,"about_ca_system_score_codex":0.0041853264,"about_ca_system_score_gemma":0.0036487726,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W6981200238","doi":"","title":"The Distribution and Fate of Microplastic Pollution in Polar Environments: From the Canadian Arctic to the South Pole","year":2022,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Bone health and osteoporosis research","field":"Medicine","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":"Arctic; Distribution (mathematics); The arctic; Pollution; Polar","score_opus":0.06173897238797506,"score_gpt":0.32555622286152813,"score_spread":0.2638172504735531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981200238","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":[0.043760687,0.101047374,0.000095901385,0.509647,0.0018877635,0.09134071,0.040594827,0.000097488,0.21152821],"genre_scores_gemma":[0.7413724,0.022378014,0.00021270155,0.0015992944,0.0010145184,0.0030453233,0.0025921913,0.0005300091,0.22725554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9808901,0.0049454696,0.0006346184,0.0013069833,0.009657058,0.0025657539],"domain_scores_gemma":[0.99349916,0.002719352,0.00015612636,0.0022095866,0.00024574331,0.0011700217],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.022140771,0.0004310223,0.0005898899,0.0004838916,0.0031509127,0.000462344,0.0025764802,0.0002507904,0.0026082613],"category_scores_gemma":[0.0062880823,0.00023682667,0.00012237848,0.0009771242,0.0031377156,0.000097231255,0.004291896,0.0066296444,0.00046785563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022976347,0.00025493477,0.005912131,0.00015513042,0.00022503828,0.000107601496,0.0020719266,0.00003414333,0.0016839324,0.00084602315,0.9726299,0.013781606],"study_design_scores_gemma":[0.0012054342,0.00068567,0.0831744,0.00029563124,0.000022207983,0.000011230957,0.0021334246,0.00017268049,0.00002435658,0.00044490164,0.91162497,0.00020507044],"about_ca_topic_score_codex":0.73871416,"about_ca_topic_score_gemma":0.7784277,"teacher_disagreement_score":0.69761175,"about_ca_system_score_codex":0.012604301,"about_ca_system_score_gemma":0.0066344673,"threshold_uncertainty_score":0.9995752},"labels":[],"label_agreement":null},{"id":"W6981844189","doi":"","title":"Fluid flow rates and sediment pore-fluid interactions at the Carlos Ribeiro mud volcano (Gulf of Cadiz) (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","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":"Volcano; Sediment; Mud volcano; Hydrology (agriculture); Flow (mathematics)","score_opus":0.05226358901288433,"score_gpt":0.30765317030024175,"score_spread":0.25538958128735745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981844189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048319846,0.041615553,0.000010682892,0.005343781,0.0018516191,0.026361147,0.022720626,0.000094650044,0.8536821],"genre_scores_gemma":[0.06669886,0.02051178,0.00057298975,0.000108338514,0.00034477309,0.0008401249,0.0014425295,0.0003602151,0.9091204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.984359,0.0012710872,0.0009395986,0.0016225756,0.009969257,0.0018384361],"domain_scores_gemma":[0.99395394,0.0014557182,0.0003646965,0.0019537893,0.0013206906,0.0009511789],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034516803,0.00079809915,0.0013391966,0.0005348262,0.0008486438,0.00009024601,0.0013963687,0.00032907756,0.007929662],"category_scores_gemma":[0.0009850196,0.00056529616,0.00023894715,0.00041513974,0.00311896,0.00030453317,0.0037673693,0.0026735247,0.00013286469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0029045038,0.00055475597,0.00020614156,0.00029746146,0.0005984107,0.00070246833,0.00070356845,0.000015474392,0.07567505,0.000061058905,0.91368455,0.0045965537],"study_design_scores_gemma":[0.004475652,0.0023986436,0.0012805373,0.0011136151,0.00010790586,0.00011929411,0.0008136479,0.0001489259,0.015803505,0.00007389629,0.9731947,0.0004696663],"about_ca_topic_score_codex":0.32094565,"about_ca_topic_score_gemma":0.745513,"teacher_disagreement_score":0.42456734,"about_ca_system_score_codex":0.005818582,"about_ca_system_score_gemma":0.006902624,"threshold_uncertainty_score":0.99967986},"labels":[],"label_agreement":null},{"id":"W6982073868","doi":"","title":"Graveyard rocks: Lt John Irving’s memorial in the Dean Cemetery, Edinburgh","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"American Environmental and Regional History","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":"Firth; Inquest; Shore; New england","score_opus":0.13471425701460477,"score_gpt":0.32571226504233947,"score_spread":0.1909980080277347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982073868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007409029,0.0014595613,0.000037979687,0.004024734,0.0008338944,0.0061156778,0.00027306666,0.00015572127,0.98635846],"genre_scores_gemma":[0.020228455,0.010793384,0.0007819525,0.0005626125,0.0018228809,0.0022138832,0.0002175901,0.0013085577,0.9620707],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96840703,0.004148808,0.0007910167,0.0029358573,0.020379428,0.0033378669],"domain_scores_gemma":[0.9939364,0.0022818518,0.00026623553,0.0027310185,0.000057183952,0.0007273199],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.020295877,0.0009486107,0.00095838367,0.00080431794,0.0013756503,0.00035788378,0.008450298,0.0004734298,0.023657065],"category_scores_gemma":[0.0014093035,0.0006684157,0.00035183175,0.0015391915,0.013808767,0.0004512027,0.012125823,0.006294831,0.013663607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034416627,0.00047923578,0.00030083058,0.000028620283,0.00008100778,0.0006175627,0.0015508911,0.00022405581,0.0011007659,0.000101718855,0.9874842,0.007686913],"study_design_scores_gemma":[0.0010757105,0.000628705,0.0025916193,0.0002371137,0.000017833501,0.00002875584,0.0019806218,0.00025522898,0.000016322438,0.0022977872,0.9900764,0.0007938878],"about_ca_topic_score_codex":0.05621035,"about_ca_topic_score_gemma":0.034624707,"teacher_disagreement_score":0.025529368,"about_ca_system_score_codex":0.0127523625,"about_ca_system_score_gemma":0.0007090641,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W6986089312","doi":"","title":"The observation-based application of a Regional Thermohaline Inverse Method to diagnose the formation and transformation of Labrador Sea water from 2013-2015","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Scientific Computing and Data Management","field":"Decision 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":"Precipitation; Thermohaline circulation; Ocean gyre; Breakup; Stability (learning theory)","score_opus":0.31013934328365733,"score_gpt":0.4328321395636516,"score_spread":0.12269279627999424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986089312","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0120786475,0.004642032,0.41321394,0.41360116,0.0008087918,0.045186605,0.008966592,0.00015747549,0.101344764],"genre_scores_gemma":[0.3333379,0.013918456,0.22392477,0.0056103356,0.002805322,0.011113107,0.016936298,0.0013656936,0.3909881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9785714,0.004616002,0.0009709106,0.0011827768,0.013972919,0.00068598374],"domain_scores_gemma":[0.9865003,0.009571901,0.00033873666,0.0022933146,0.0010214879,0.00027421798],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.059378877,0.00025746744,0.00042461453,0.00049252866,0.00076980115,0.00078323163,0.0044898074,0.00010921463,0.00060309],"category_scores_gemma":[0.004132935,0.00012548912,0.000112607595,0.0010123821,0.0011539843,0.00040915358,0.002780784,0.0009691656,0.00032081737],"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":[0.0004356442,0.000085805244,0.000039405408,0.000044621316,0.00005385619,0.0000016857302,0.0025631704,0.0006590896,0.004134459,0.0010550674,0.8478134,0.14311378],"study_design_scores_gemma":[0.00051775505,0.00015700523,0.0008506393,0.00008900083,0.0000109785105,3.902142e-7,0.0014193458,0.12807566,0.00076102105,0.007991808,0.8599938,0.00013255772],"about_ca_topic_score_codex":0.021932743,"about_ca_topic_score_gemma":0.010948246,"teacher_disagreement_score":0.4079908,"about_ca_system_score_codex":0.00045392514,"about_ca_system_score_gemma":0.00048394955,"threshold_uncertainty_score":0.9845803},"labels":[],"label_agreement":null},{"id":"W6987009425","doi":"","title":"Role of high-flow extremes in aquatic carbon export from peatlands","year":2012,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Peat; STREAMS; Dissolved organic carbon; Hydrology (agriculture); Storm; Carbon cycle; Climate change; Total organic carbon; Particulate organic carbon","score_opus":0.10887400806272945,"score_gpt":0.332834206092933,"score_spread":0.22396019803020356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987009425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014764325,0.025221035,0.0000074208474,0.0003515176,0.00026040018,0.0108057875,0.0033104725,0.00015051529,0.9451285],"genre_scores_gemma":[0.41972572,0.010583031,0.0070796288,0.000025931091,0.001802178,0.0036019185,0.005421503,0.003529434,0.54823065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9497828,0.00909168,0.001597316,0.0036162485,0.03043511,0.0054768817],"domain_scores_gemma":[0.98819566,0.0038014406,0.00059573737,0.005271453,0.0006588593,0.0014768223],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.036803003,0.0014364746,0.00244341,0.0036366798,0.00041996536,0.0005307136,0.008148758,0.0009289454,0.017203027],"category_scores_gemma":[0.004512843,0.0012598182,0.00035162218,0.0018997538,0.0043517193,0.0006349349,0.010941185,0.0095117735,0.00546729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042961454,0.0036320942,0.010013007,0.0004113936,0.001141871,0.00065173896,0.0038051656,0.00009518477,0.12152704,0.001195004,0.81697357,0.036257807],"study_design_scores_gemma":[0.0047894195,0.00089011976,0.016898707,0.0019151466,0.00007402549,0.000010361254,0.0015854952,0.004188188,0.0014406041,0.014464251,0.9520752,0.001668526],"about_ca_topic_score_codex":0.24191432,"about_ca_topic_score_gemma":0.056879874,"teacher_disagreement_score":0.4049614,"about_ca_system_score_codex":0.0113102915,"about_ca_system_score_gemma":0.004818986,"threshold_uncertainty_score":0.99983853},"labels":[],"label_agreement":null},{"id":"W6988157389","doi":"","title":"The Weyburn CO2 monitoring project : economic modelling of CO2 sequestration : provisional report on the Great Plains Synfuels Plant (the CO2 source)","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Revenue; Production (economics); Natural gas; Carbon sequestration; Fossil fuel; Carbon credit; Futures contract; Economic impact analysis; Coal","score_opus":0.24991941537241075,"score_gpt":0.35914168997599366,"score_spread":0.10922227460358291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988157389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032715704,0.0065832115,0.00031155403,0.008556248,0.0011690601,0.059300415,0.0070466255,0.00040813,0.88390905],"genre_scores_gemma":[0.14349541,0.019869685,0.0008758559,0.000040737876,0.0033133086,0.0063276123,0.0011099516,0.002397111,0.8225703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95866716,0.00972262,0.0017725786,0.0031473483,0.02287935,0.0038109429],"domain_scores_gemma":[0.97978383,0.011915541,0.0011317873,0.0056133484,0.00096937746,0.0005861234],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.060378227,0.0013109337,0.0012375065,0.0010391811,0.0047549224,0.0022876651,0.0090356115,0.00056507206,0.0017186309],"category_scores_gemma":[0.0038885705,0.0007030164,0.0004906203,0.0008096576,0.0068914304,0.0005512359,0.005822442,0.010532053,0.0037381893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0028630951,0.00053625164,0.00019854611,0.0002081986,0.0009613188,0.0006561926,0.0017633253,0.03365397,0.0027176212,0.00406096,0.94831127,0.0040692342],"study_design_scores_gemma":[0.001117192,0.0010212366,0.00015187597,0.0014213431,0.000053425447,0.00014213823,0.0013767839,0.067077935,0.0006868321,0.0017581799,0.92436457,0.0008284985],"about_ca_topic_score_codex":0.020189602,"about_ca_topic_score_gemma":0.0029186863,"teacher_disagreement_score":0.11077971,"about_ca_system_score_codex":0.01241615,"about_ca_system_score_gemma":0.0069361716,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W6989771719","doi":"","title":"The case for underground gas storage (UGS) : a report submitted by the BGS to the House of Lords inquiry into European Union energy policy : gas supply and access","year":2004,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; Department for International Development; British Geological Survey","keywords":"Natural gas; Gas consumption; Economic shortage; Supply and demand; Energy supply; European union; Consumption (sociology); Electricity; Guard (computer science)","score_opus":0.12187681374560648,"score_gpt":0.38951396535375127,"score_spread":0.2676371516081448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989771719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038996972,0.0461177,0.0071129105,0.22123526,0.0017619376,0.10611447,0.012215601,0.0010661877,0.56537896],"genre_scores_gemma":[0.34034956,0.030930972,0.0010959184,0.00073314446,0.003757256,0.008547052,0.0016177515,0.0061770384,0.6067913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95474327,0.021274792,0.0014641797,0.0033583853,0.014890002,0.004269348],"domain_scores_gemma":[0.9819434,0.0075662206,0.0007814296,0.0067095486,0.001631673,0.0013676818],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science"],"category_scores_codex":[0.08449905,0.001310096,0.0011537174,0.001498144,0.0049723065,0.0038209136,0.012160375,0.00038328476,0.00035670854],"category_scores_gemma":[0.011685024,0.0007291705,0.0003654606,0.0026775121,0.011075826,0.0007477352,0.020938613,0.005453852,0.00044795027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019910424,0.00046258056,0.000028917077,0.00020699808,0.00064802705,0.0031719017,0.0041293222,0.00016297676,0.0045663,0.0041483506,0.93925864,0.04122493],"study_design_scores_gemma":[0.00222915,0.0012453626,0.00036551396,0.0004446027,0.00006135924,0.0011293066,0.003448544,0.0002484174,0.00024046183,0.0078149885,0.98196393,0.0008083499],"about_ca_topic_score_codex":0.2427199,"about_ca_topic_score_gemma":0.17288636,"teacher_disagreement_score":0.3013526,"about_ca_system_score_codex":0.011357153,"about_ca_system_score_gemma":0.0068549546,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W6989882441","doi":"","title":"Chemistry of newly-discovered hydrothermal vents in the East Scotia Sea (abstract of paper presented at Goldschmidt 2010 - Earth, Energy, and the Environment, 13-18 June 2010, Knoxville, TN)","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Hydrothermal vent; Hydrothermal circulation; Nova scotia; Seabed","score_opus":0.056043143089585246,"score_gpt":0.2983420695295296,"score_spread":0.24229892643994433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989882441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08338775,0.02374962,0.0000092920845,0.004858539,0.0006836602,0.023044914,0.013392337,0.00009551778,0.85077834],"genre_scores_gemma":[0.18784028,0.01638894,0.00039791316,0.000086756314,0.000674813,0.0018974746,0.0018370994,0.0017713242,0.7891054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9645666,0.006485667,0.0017818374,0.0030362792,0.02046393,0.003665672],"domain_scores_gemma":[0.9878674,0.0038184663,0.0010843973,0.005949128,0.00041259444,0.0008680169],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.03014995,0.0015193099,0.0020648895,0.00073459285,0.00086578715,0.0005924691,0.009398917,0.001089961,0.027800633],"category_scores_gemma":[0.0025482606,0.0009842544,0.0005651112,0.0010468662,0.01877916,0.0007615627,0.012684863,0.009244102,0.0018376089],"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":[0.007633151,0.0018895805,0.00082514953,0.0006747285,0.0008558229,0.00023242165,0.0012323153,0.00021132862,0.33393267,0.00028844713,0.6499505,0.0022738778],"study_design_scores_gemma":[0.01193551,0.00039471997,0.008674891,0.0011453115,0.00010133355,0.00006953697,0.00084016426,0.00081458664,0.007957131,0.0012820122,0.9656099,0.0011748825],"about_ca_topic_score_codex":0.075785324,"about_ca_topic_score_gemma":0.04975127,"teacher_disagreement_score":0.32597554,"about_ca_system_score_codex":0.0020076907,"about_ca_system_score_gemma":0.0017316863,"threshold_uncertainty_score":0.99975556},"labels":[],"label_agreement":null},{"id":"W6991230192","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: September 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.14801378592826206,"score_gpt":0.37114750491695125,"score_spread":0.2231337189886892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991230192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107615975,0.018914398,0.000022277336,0.0038875095,0.00056856836,0.0153556485,0.0057422607,0.00046234694,0.95493937],"genre_scores_gemma":[0.00082832866,0.0077071935,0.0033045996,0.0002453669,0.002182245,0.0056511196,0.0010526296,0.0049141743,0.97411436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9267378,0.012121319,0.001662681,0.006461276,0.043973003,0.009043929],"domain_scores_gemma":[0.98053086,0.004373285,0.00058878463,0.008527039,0.0026327341,0.0033473186],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.05852882,0.002371742,0.002443428,0.002797099,0.002007719,0.0026605746,0.014701005,0.0014214925,0.19746235],"category_scores_gemma":[0.0058380156,0.0018547291,0.0007691319,0.0014097214,0.009988836,0.0010843952,0.021211108,0.013119357,0.36046255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017594544,0.000890861,0.00016482394,0.00036009582,0.00053552503,0.0011177514,0.00021839002,0.000011933904,0.010240063,0.0014317464,0.97654504,0.00672429],"study_design_scores_gemma":[0.004104621,0.0014233944,0.0012791653,0.0016022976,0.000058904967,0.000027563807,0.00025964004,0.00012238577,0.00012618268,0.0033174856,0.98551714,0.0021612074],"about_ca_topic_score_codex":0.0131952735,"about_ca_topic_score_gemma":0.008753404,"teacher_disagreement_score":0.1630002,"about_ca_system_score_codex":0.021043198,"about_ca_system_score_gemma":0.0081868265,"threshold_uncertainty_score":0.9998749},"labels":[],"label_agreement":null},{"id":"W6991956767","doi":"","title":"Investigations into the effect of different land use on field-saturated hydraulic conductivity in the Eddleston Water catchment","year":2024,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"James Hutton Institute; Scottish Government","keywords":"Hydraulic conductivity; Woodland; Permeameter; Infiltration (HVAC); Hydrology (agriculture); Soil water; Soil texture; Surface runoff; Land use; Infiltrometer","score_opus":0.13007522350485395,"score_gpt":0.36777928508067254,"score_spread":0.23770406157581858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991956767","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":[0.4901523,0.005763614,0.0000058622213,0.028929839,0.00083404337,0.046615854,0.001503376,0.00024237037,0.42595273],"genre_scores_gemma":[0.7338683,0.00203323,0.00008544996,0.00024180407,0.0004765808,0.0056839054,0.00090047903,0.0010837754,0.25562647],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95602643,0.021575281,0.0008235943,0.0023893095,0.01659834,0.0025870611],"domain_scores_gemma":[0.9836551,0.011226219,0.0001908851,0.0041050413,0.00034661897,0.00047612458],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03768976,0.0010722311,0.0011807256,0.0015064116,0.0008274609,0.0014850574,0.005912136,0.000487393,0.0014369811],"category_scores_gemma":[0.005804448,0.00047002497,0.00031629967,0.0012728041,0.004476322,0.00039310902,0.0061562164,0.011828633,0.006725398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021247403,0.0006402906,0.0008435882,0.00057954335,0.000503699,0.00030754923,0.007739068,0.000120833975,0.03941352,0.00095196546,0.9447116,0.002063572],"study_design_scores_gemma":[0.002620181,0.004859885,0.0025861491,0.0024233884,0.00010189814,0.000017366547,0.00071721326,0.0006471024,0.021723786,0.0077140443,0.95567536,0.0009136439],"about_ca_topic_score_codex":0.07550272,"about_ca_topic_score_gemma":0.0397674,"teacher_disagreement_score":0.243716,"about_ca_system_score_codex":0.0056812703,"about_ca_system_score_gemma":0.00095188693,"threshold_uncertainty_score":0.9997752},"labels":[],"label_agreement":null},{"id":"W6996394438","doi":"","title":"R/V Pelagia PE399, 16th June to 8th July 2015, Southampton, UK to Reykjavik, Iceland. OSNAP Mooring Cruise Report.","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Koninklijk Nederlands Instituut voor Onderzoek der Zee","keywords":"Cruise; Mooring; Pacific ocean; Section (typography); Research vessel; Ocean observations","score_opus":0.142440907081437,"score_gpt":0.40811443705297584,"score_spread":0.2656735299715388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996394438","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080821844,0.0033493047,0.00042991358,0.00915563,0.0013070564,0.027453927,0.0063568037,0.0006104376,0.9505287],"genre_scores_gemma":[0.0052125487,0.0025923639,0.0060929577,0.00028471017,0.0032192543,0.0065481616,0.0011228146,0.004431642,0.9704955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9217082,0.008293009,0.002574506,0.009271476,0.04717891,0.010973863],"domain_scores_gemma":[0.97253585,0.0035612278,0.00086761545,0.0119150095,0.0037184716,0.0074018347],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.07245851,0.0028849123,0.003184854,0.006421846,0.002639345,0.0032950544,0.015825434,0.0013051971,0.044400554],"category_scores_gemma":[0.021096507,0.002332594,0.0007990192,0.0033469398,0.003951661,0.0009779187,0.032245908,0.013659291,0.28287438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0041849227,0.00068176194,0.00028059806,0.00026217787,0.00069126644,0.006751379,0.0015260961,0.00006803184,0.0384516,0.0004336749,0.9419476,0.0047208974],"study_design_scores_gemma":[0.0033571513,0.0013772085,0.0013082266,0.00273639,0.00007006822,0.0002331136,0.0005033379,0.00004690013,0.00066293305,0.0017680025,0.98506874,0.0028679338],"about_ca_topic_score_codex":0.034240324,"about_ca_topic_score_gemma":0.035726532,"teacher_disagreement_score":0.23847383,"about_ca_system_score_codex":0.025054779,"about_ca_system_score_gemma":0.009732477,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W6996856739","doi":"","title":"A thrust-stacked origin for inter-stratified till sequences : an example from Weybourne town pit, North Norfolk, UK","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; British Geological Survey","keywords":"Sequence (biology); Pleistocene; Palynology; Ice sheet; Quaternary; Deposition (geology); Ice stream; Glacial period","score_opus":0.36636393766110376,"score_gpt":0.39148278455051194,"score_spread":0.025118846889408186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996856739","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013667213,0.0041860975,0.00061859353,0.0006752438,0.0007726052,0.035843924,0.023897985,0.0006095213,0.9197288],"genre_scores_gemma":[0.09757254,0.005725656,0.02166248,0.00016492234,0.003154502,0.012095417,0.015084148,0.004263569,0.8402768],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95463485,0.007839,0.0018008872,0.0070978208,0.021468591,0.0071588797],"domain_scores_gemma":[0.98185456,0.004591475,0.000808405,0.0073513784,0.0023970953,0.0029971024],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.033421196,0.0022538693,0.0026064697,0.002494829,0.0021854495,0.002985091,0.01516687,0.0010818988,0.08056791],"category_scores_gemma":[0.0031770242,0.0018958894,0.00064634276,0.0016267092,0.00760272,0.0015479351,0.009509505,0.010660507,0.013062799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.006792863,0.001490309,0.00034650374,0.00021402795,0.0012112359,0.0005020508,0.0046585803,0.000022549102,0.013541929,0.0020845984,0.9557367,0.01339863],"study_design_scores_gemma":[0.005117824,0.003411149,0.0011311666,0.000786078,0.00010002284,0.000016602538,0.002183075,0.0012831069,0.00057966425,0.01240029,0.970802,0.0021890171],"about_ca_topic_score_codex":0.34701866,"about_ca_topic_score_gemma":0.36712632,"teacher_disagreement_score":0.08390533,"about_ca_system_score_codex":0.01163154,"about_ca_system_score_gemma":0.010188561,"threshold_uncertainty_score":0.99911356},"labels":[],"label_agreement":null},{"id":"W6996937800","doi":"","title":"SWIGS: A New UK Research Consortium to Study ‘Space Weather Impacts on Ground-based Systems’","year":2017,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Stakeholder; Space weather; Research council; Space (punctuation); Natural (archaeology); China; Power (physics); Geological survey; Stakeholder engagement","score_opus":0.24780078274825798,"score_gpt":0.4281097739714801,"score_spread":0.1803089912232221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996937800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037203073,0.006564599,0.00005864825,0.0043808343,0.0008898449,0.06815704,0.003525189,0.0005232854,0.91218024],"genre_scores_gemma":[0.15290196,0.0015614596,0.0011699604,0.00014844663,0.0026527862,0.008951018,0.00050083525,0.004664544,0.82744896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.861167,0.0367737,0.0018049367,0.00944968,0.07774624,0.013058425],"domain_scores_gemma":[0.9564663,0.011460859,0.00089398253,0.018416585,0.004894039,0.007868234],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.15556638,0.0030333595,0.0036863813,0.009678268,0.006748628,0.011130607,0.026324065,0.0014714309,0.016083535],"category_scores_gemma":[0.039244518,0.0025679073,0.0006866635,0.0037725228,0.0076161474,0.0009264487,0.023968343,0.025414942,0.111761466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.009050976,0.0042326218,0.0004769654,0.00039306158,0.0013267462,0.0030472712,0.0021009808,0.00021845574,0.012003743,0.0014082295,0.96259934,0.003141601],"study_design_scores_gemma":[0.008785991,0.011544359,0.0032517135,0.0046600066,0.000078305144,0.000034077537,0.0033696785,0.00038969287,0.0002986547,0.0010845264,0.96399534,0.0025076359],"about_ca_topic_score_codex":0.2557896,"about_ca_topic_score_gemma":0.061798625,"teacher_disagreement_score":0.19399098,"about_ca_system_score_codex":0.038898848,"about_ca_system_score_gemma":0.028424753,"threshold_uncertainty_score":0.9998249},"labels":[],"label_agreement":null},{"id":"W6997192952","doi":"","title":"The use of adjuvants in aquatic weed control: good idea or bad practice?&#13;\\n","year":2014,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Hectare; Glyphosate; Weed control; Weed; Aquatic ecosystem; Quarter (Canadian coin); Aquatic plant","score_opus":0.20596256605419233,"score_gpt":0.3923599290935225,"score_spread":0.1863973630393302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997192952","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006468718,0.010207756,0.00016113005,0.00690172,0.00064849976,0.04812464,0.00393368,0.00025374437,0.929122],"genre_scores_gemma":[0.029427981,0.015802376,0.0044232993,0.00029723975,0.0009098541,0.007437424,0.00052504765,0.0035383562,0.9376384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91512924,0.034684334,0.002285308,0.0037975193,0.037802093,0.0063014785],"domain_scores_gemma":[0.9356838,0.052557785,0.0012881696,0.0070646186,0.001963363,0.0014422631],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.103703246,0.0015559591,0.0025404575,0.002660772,0.0014795746,0.0023697403,0.011441403,0.0008775888,0.004899654],"category_scores_gemma":[0.106501594,0.0010103778,0.00043707428,0.0026116471,0.009164623,0.0015834259,0.010204086,0.0133504765,0.017967375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.016274564,0.001518537,0.00033138847,0.00027767642,0.0009826351,0.000709635,0.0004874995,0.00024042017,0.0077310824,0.0021516432,0.94747895,0.021815963],"study_design_scores_gemma":[0.007916253,0.0020856126,0.0022224088,0.0016238681,0.00007888489,0.000038736656,0.0006341424,0.008244769,0.00006271413,0.0017331191,0.97428936,0.0010701045],"about_ca_topic_score_codex":0.104742646,"about_ca_topic_score_gemma":0.17820382,"teacher_disagreement_score":0.07346118,"about_ca_system_score_codex":0.010490255,"about_ca_system_score_gemma":0.009446602,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W6998839823","doi":"","title":"Biologging in the global ocean observing system","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Ocean observations; Hydrography; Sampling (signal processing); Data quality; On board; Sea ice","score_opus":0.19014390949640467,"score_gpt":0.3842949531630685,"score_spread":0.19415104366666383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998839823","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019452085,0.00503753,0.000014605754,0.0017388762,0.0004842994,0.014005831,0.00255078,0.00032723736,0.9738956],"genre_scores_gemma":[0.29181325,0.006629873,0.007274785,0.00044219676,0.005115407,0.00557153,0.0027383189,0.005537094,0.6748775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9372578,0.019789511,0.0012691981,0.004432704,0.03041778,0.006832995],"domain_scores_gemma":[0.98619956,0.0045440295,0.00043736925,0.0067957584,0.00094480196,0.0010784587],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.11150594,0.0014512999,0.0016027477,0.001816139,0.002024889,0.0028573954,0.021135302,0.0011713792,0.0035446067],"category_scores_gemma":[0.008193739,0.0010050528,0.0003922585,0.003267923,0.005841713,0.0006236818,0.018228209,0.020513732,0.017903859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000742888,0.0005728486,0.0017311511,0.0005089985,0.00023730625,0.0015539378,0.000835724,0.000033267024,0.0038781925,0.013922312,0.9713775,0.0046059056],"study_design_scores_gemma":[0.0018811848,0.00043493227,0.003245012,0.00170636,0.00002306745,0.00012247966,0.0039153933,0.0012683253,0.000026113566,0.0030346932,0.98327214,0.0010702749],"about_ca_topic_score_codex":0.060988937,"about_ca_topic_score_gemma":0.06469898,"teacher_disagreement_score":0.29901809,"about_ca_system_score_codex":0.025852023,"about_ca_system_score_gemma":0.0055839038,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W7000464785","doi":"","title":"Field application of a model of proton and metal mixture bioavailability and effects","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Limiting; Table (database); Noise (video); Filter (signal processing)","score_opus":0.11379217354661815,"score_gpt":0.37203782736675145,"score_spread":0.2582456538201333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000464785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05095914,0.027996622,0.0013757657,0.0032471213,0.00021611444,0.15927921,0.011124484,0.00078459055,0.74501693],"genre_scores_gemma":[0.40362072,0.03808546,0.02014863,0.000085797314,0.0005702177,0.027612433,0.00075205293,0.0062983814,0.50282633],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9806187,0.0033108976,0.0007263198,0.0023835585,0.011353101,0.0016074368],"domain_scores_gemma":[0.9913777,0.004439735,0.00035325272,0.0024220515,0.0008219666,0.00058526284],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02629373,0.0006411132,0.0012653148,0.0012200363,0.000338827,0.00018185623,0.0022598759,0.00055771886,0.00028506172],"category_scores_gemma":[0.007159163,0.00052733085,0.00015446325,0.0009507211,0.0049601113,0.00032641867,0.0075074993,0.0038426607,0.0003544057],"study_design_candidate":"not_applicable","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":[0.0050219623,0.0013298724,0.0014912775,0.008651902,0.0009177842,0.0000510364,0.0013802034,0.00005888741,0.50988597,0.0040019713,0.42446193,0.042747185],"study_design_scores_gemma":[0.009251465,0.009196469,0.004830415,0.0044169514,0.00027250574,0.000025651294,0.0007490845,0.085808225,0.06678251,0.046268016,0.7696031,0.002795654],"about_ca_topic_score_codex":0.016011138,"about_ca_topic_score_gemma":0.0057383403,"teacher_disagreement_score":0.4431035,"about_ca_system_score_codex":0.0016055771,"about_ca_system_score_gemma":0.0014861916,"threshold_uncertainty_score":0.99971783},"labels":[],"label_agreement":null},{"id":"W7000596877","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: April 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.14588944879359206,"score_gpt":0.36306020032978875,"score_spread":0.2171707515361967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000596877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009950957,0.022899201,0.000022376242,0.005946567,0.0006035765,0.015792957,0.0059948503,0.0004957889,0.94814515],"genre_scores_gemma":[0.0011098704,0.013610933,0.003800062,0.00025398,0.0024144617,0.0056611695,0.0010803322,0.0049569313,0.96711224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9240087,0.012050681,0.0016900251,0.00662559,0.046292704,0.009332296],"domain_scores_gemma":[0.9797105,0.0045715407,0.00060904643,0.008987026,0.002660038,0.003461858],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.06365802,0.002390114,0.002494803,0.0030455338,0.002182003,0.0021414394,0.016805194,0.0014212701,0.1528615],"category_scores_gemma":[0.008400288,0.0018804859,0.00074187515,0.0014816491,0.010804971,0.0007700143,0.023380619,0.013541461,0.29956624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0020277842,0.0009195509,0.00013014117,0.00036191518,0.00048031955,0.0010726087,0.00027103513,0.000010712563,0.012988063,0.0018116101,0.96864706,0.011279169],"study_design_scores_gemma":[0.0042419448,0.0016420154,0.0012449457,0.0015644627,0.00005469954,0.000025037001,0.00029728463,0.00014806814,0.00014072457,0.004441613,0.9840341,0.0021650866],"about_ca_topic_score_codex":0.019202448,"about_ca_topic_score_gemma":0.007917287,"teacher_disagreement_score":0.14670475,"about_ca_system_score_codex":0.022581121,"about_ca_system_score_gemma":0.00931282,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W7000974693","doi":"","title":"How rising ocean temperatures are influencing our weather","year":2024,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Atmosphere (unit); Latitude; Ocean heat content; Sea surface temperature; Global warming; Atmospheric temperature; Climate change; Moisture; Air temperature","score_opus":0.13301511464954452,"score_gpt":0.3704142689166164,"score_spread":0.23739915426707187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000974693","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011107546,0.045238204,0.000014242623,0.010226045,0.0009920591,0.015570725,0.0048627118,0.0010433076,0.92094195],"genre_scores_gemma":[0.042783767,0.005460071,0.0022018543,0.00015582815,0.003130264,0.0010501873,0.0004977236,0.006457467,0.9382628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9373667,0.009394833,0.0010784206,0.006589775,0.038287852,0.007282378],"domain_scores_gemma":[0.98760724,0.0013741903,0.0005361504,0.0063202702,0.0019647158,0.0021974456],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.04690442,0.0022920659,0.002245987,0.004791582,0.0020084053,0.012348273,0.01098047,0.0011860449,0.0032976468],"category_scores_gemma":[0.009798139,0.0018734687,0.0007164852,0.0030248812,0.0034987398,0.0014415556,0.02007117,0.023794267,0.05173454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00070540584,0.00041948745,0.00015310876,0.0008901881,0.00096793374,0.003011245,0.0012068801,0.000025722009,0.026391966,0.001182329,0.96356547,0.0014802512],"study_design_scores_gemma":[0.0016106409,0.0005693634,0.00026904646,0.004946041,0.000080253965,0.00009651379,0.0073222853,0.0003113491,0.00042142108,0.006452867,0.9759789,0.0019412976],"about_ca_topic_score_codex":0.011435478,"about_ca_topic_score_gemma":0.007326256,"teacher_disagreement_score":0.050240487,"about_ca_system_score_codex":0.021198113,"about_ca_system_score_gemma":0.00578327,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W7001137268","doi":"","title":"The impact of oestrogenic sewage discharges on fish&#13;\\npopulations","year":2009,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Fish <Actinopterygii>; Netting; Exclosure; Ectotherm; Population","score_opus":0.15862515634301225,"score_gpt":0.4133677830016762,"score_spread":0.254742626658664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001137268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006877295,0.0048080357,0.000009097148,0.0025367234,0.0001798999,0.015176728,0.009061427,0.00021120362,0.96113956],"genre_scores_gemma":[0.13062148,0.01477468,0.00068348134,0.000047899215,0.0010939877,0.0020147713,0.0020854508,0.0025394678,0.8461388],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95360494,0.009805957,0.0012654174,0.0030458602,0.027120072,0.005157783],"domain_scores_gemma":[0.98514926,0.0055789864,0.0006447141,0.005914883,0.0013146119,0.0013975184],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.036613055,0.0014235014,0.0015376494,0.0020270855,0.0028174338,0.0016060862,0.01049737,0.0006245703,0.008113646],"category_scores_gemma":[0.008413936,0.00089947577,0.0010365954,0.0020436605,0.0062764552,0.0005532044,0.0067179077,0.010399912,0.011620226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024510971,0.0011426484,0.0003484474,0.00006277786,0.0008899017,0.00012106326,0.000301041,0.0003204644,0.012192378,0.0026144607,0.9706898,0.00886594],"study_design_scores_gemma":[0.0023048855,0.0043397513,0.022647157,0.00089141267,0.00004728124,0.000021519865,0.00033362067,0.00095554534,0.00033806957,0.009799715,0.9571723,0.0011487898],"about_ca_topic_score_codex":0.03522448,"about_ca_topic_score_gemma":0.019356787,"teacher_disagreement_score":0.12374418,"about_ca_system_score_codex":0.01358759,"about_ca_system_score_gemma":0.0061888164,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W7001281470","doi":"","title":"Iodine in Sea Ice and the Polar Atmosphere","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Sea ice; Snow; Atmosphere (unit); Arctic; Firn; Iodine; Seawater; Arctic ice pack; Cryosphere","score_opus":0.1331264651694281,"score_gpt":0.34483924680414463,"score_spread":0.21171278163471652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001281470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080735073,0.026315182,0.000007701196,0.00246742,0.00015729471,0.014744121,0.0016390795,0.00013870091,0.95372313],"genre_scores_gemma":[0.017107904,0.035442926,0.0024607203,0.00018926972,0.000825439,0.003736024,0.0005180594,0.0027311929,0.9369885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94921327,0.017306643,0.0010912562,0.004038925,0.022943152,0.005406772],"domain_scores_gemma":[0.9872465,0.0051647,0.00035664157,0.004997568,0.00090438634,0.0013301843],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.08248761,0.0013742363,0.0018343831,0.00081455964,0.001511174,0.0015874043,0.0097824745,0.00077912235,0.024073282],"category_scores_gemma":[0.008250472,0.00092904636,0.00029771082,0.0020405434,0.015691547,0.0007008976,0.01974286,0.015337054,0.02430859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006169912,0.00059083937,0.00069064775,0.00024615173,0.00039474948,0.00062665227,0.0016108894,0.000011001837,0.0010248435,0.010441577,0.97242314,0.0057695927],"study_design_scores_gemma":[0.009041112,0.00052421505,0.0028183938,0.0008658405,0.000033657325,0.000046385143,0.0008989342,0.0009009036,0.00004166087,0.010438059,0.97337633,0.001014478],"about_ca_topic_score_codex":0.1699419,"about_ca_topic_score_gemma":0.089431204,"teacher_disagreement_score":0.080510706,"about_ca_system_score_codex":0.008397749,"about_ca_system_score_gemma":0.00424935,"threshold_uncertainty_score":0.9999008},"labels":[],"label_agreement":null},{"id":"W7003904193","doi":"","title":"Webportal","year":2012,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Radioecology; Interim; Schedule; Good practice","score_opus":0.23653239679905047,"score_gpt":0.3990779211301814,"score_spread":0.16254552433113095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003904193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000093392075,0.014226026,0.000019791469,0.00095197,0.0006162611,0.012276237,0.0031419331,0.00043628603,0.9682381],"genre_scores_gemma":[0.0051798816,0.008015819,0.004061165,0.00009032216,0.0033685302,0.003532108,0.0018019519,0.0050963354,0.9688539],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92469054,0.010751532,0.0012463398,0.0049044606,0.048699,0.009708124],"domain_scores_gemma":[0.983975,0.0030370953,0.00050171977,0.007360062,0.0017455452,0.0033805876],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.078797705,0.0018575923,0.002004621,0.0035618357,0.0020746663,0.0021372996,0.013773541,0.0012001513,0.103843644],"category_scores_gemma":[0.007157843,0.0016056099,0.00057471584,0.0022711724,0.0089838635,0.001192612,0.024675962,0.01801628,0.23741971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009317099,0.001243244,0.00022062392,0.00024775654,0.0006157589,0.00067320437,0.0005401133,0.000005934455,0.00847887,0.0064982655,0.9717929,0.008751631],"study_design_scores_gemma":[0.0022558186,0.0006438486,0.0007465715,0.00070706726,0.000049372466,0.000064880885,0.00045293602,0.00014986462,0.00019468868,0.0034625533,0.9895897,0.0016827243],"about_ca_topic_score_codex":0.023919586,"about_ca_topic_score_gemma":0.011370439,"teacher_disagreement_score":0.13357607,"about_ca_system_score_codex":0.018442472,"about_ca_system_score_gemma":0.008226807,"threshold_uncertainty_score":0.9994168},"labels":[],"label_agreement":null},{"id":"W7005784584","doi":"","title":"RV Knorr Cruise KN221-02, 9th July – 1st August 2014. OSNAP Mooring Cruise Report","year":2015,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","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":"Koninklijk Nederlands Instituut voor Onderzoek der Zee","keywords":"Cruise; Mooring; Section (typography); Marine research; Physical oceanography; Ocean observations","score_opus":0.11186907245999078,"score_gpt":0.36434263235192466,"score_spread":0.2524735598919339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005784584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017056542,0.020434396,0.000081954204,0.00064365385,0.0008201273,0.005095568,0.0007146671,0.000072000315,0.970432],"genre_scores_gemma":[0.005192243,0.012280148,0.0026215452,0.00009188673,0.0014668785,0.00086812826,0.0061915494,0.0005214507,0.9707662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98485005,0.0023666017,0.0007838199,0.0029489507,0.006636987,0.0024135727],"domain_scores_gemma":[0.99471104,0.00022174083,0.00030074615,0.0027183401,0.0010569171,0.0009911872],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.017288001,0.00083829765,0.00079790765,0.000630848,0.0008637824,0.0004788941,0.0031260883,0.0009903164,0.0029942396],"category_scores_gemma":[0.002398099,0.00073721015,0.0002314917,0.00042924506,0.002384869,0.000048511458,0.0075098905,0.003028977,0.0037579148],"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":[0.0008429552,0.0002858804,0.00020684011,0.00010170927,0.0003322632,0.00046689555,0.000078477686,0.000025335616,0.044611115,0.0000710798,0.94507414,0.007903307],"study_design_scores_gemma":[0.0013338592,0.0007384645,0.00076782156,0.0002173491,0.000020999056,0.00013958514,0.00012645098,0.00003351169,0.0030614561,0.0008992774,0.9918184,0.0008427876],"about_ca_topic_score_codex":0.0022368496,"about_ca_topic_score_gemma":0.0024213293,"teacher_disagreement_score":0.0467443,"about_ca_system_score_codex":0.0021310651,"about_ca_system_score_gemma":0.005072351,"threshold_uncertainty_score":0.9995079},"labels":[],"label_agreement":null},{"id":"W7005990418","doi":"","title":"RRS Discovery Cruise DY113, 3 February – 13 March 2020. Repeat hydrographic measurements on GO-SHIP lines SR1b and A23","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Hydrography; Cruise; Argo; Bathymetry; Transect; Ridge; Water mass; Ocean current; Circumpolar star; Nova scotia; Water column","score_opus":0.2083438532124709,"score_gpt":0.3630235601683891,"score_spread":0.1546797069559182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005990418","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006223979,0.02638034,0.000029683955,0.01056169,0.0007755218,0.030881384,0.0075085605,0.0007288697,0.91691],"genre_scores_gemma":[0.04904956,0.056087345,0.0029237503,0.00063529116,0.0037348445,0.006431079,0.0039825393,0.0063769133,0.8707787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92251956,0.014952491,0.0017335913,0.008123884,0.045660924,0.007009515],"domain_scores_gemma":[0.983748,0.0043053916,0.00063854514,0.006438743,0.0012438705,0.0036254572],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.045030594,0.0026948138,0.0027654117,0.0034936129,0.0025193724,0.004536008,0.0104637835,0.0011808665,0.005803961],"category_scores_gemma":[0.01183964,0.0023279162,0.000773445,0.0036913783,0.009273865,0.0016107636,0.020035917,0.017318513,0.019334918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006899949,0.0012413625,0.0017851433,0.0008518801,0.0013640441,0.0019085174,0.00047166558,0.00005022724,0.025132943,0.00044605523,0.94896764,0.010880578],"study_design_scores_gemma":[0.005387467,0.0036186248,0.011271899,0.0028455069,0.00012697387,0.00006331268,0.00052436726,0.00060359365,0.00048450433,0.0036393488,0.96880025,0.0026341318],"about_ca_topic_score_codex":0.02703159,"about_ca_topic_score_gemma":0.017829489,"teacher_disagreement_score":0.061228402,"about_ca_system_score_codex":0.009457812,"about_ca_system_score_gemma":0.0050287,"threshold_uncertainty_score":0.99877924},"labels":[],"label_agreement":null},{"id":"W7006167341","doi":"","title":"SMILE - sustainable mariculture in northern Irish lough ecosystems: assessment of carrying capacity for environmentally sustainable shellfish culture in Carlingford Lough, Strangford Lough, Belfast Lough, Larne Lough and Lough Foyle","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agri-Food and Biosciences Institute; Queen's University; Queen's University Belfast","keywords":"Mariculture; Aquaculture; Agriculture; Carrying capacity; Sustainable development; Sustainability; Shellfish; Context (archaeology)","score_opus":0.07583992670315869,"score_gpt":0.3153584950983669,"score_spread":0.2395185683952082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006167341","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":[0.670089,0.023942564,0.000087659864,0.0034547045,0.00038194316,0.039985415,0.006459775,0.0002304325,0.2553685],"genre_scores_gemma":[0.73124385,0.025965398,0.0017979243,0.00018999759,0.0010482003,0.002362979,0.0033544905,0.00014279423,0.23389436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98430264,0.002169061,0.0012693511,0.0029214933,0.0045293267,0.0048081493],"domain_scores_gemma":[0.99555933,0.0020279337,0.00051228947,0.00064303394,0.00069246703,0.00056494534],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011641593,0.001227144,0.0020352737,0.00043394117,0.0013583637,0.00050372543,0.002920968,0.0012925469,0.00058433437],"category_scores_gemma":[0.0010885287,0.0006323199,0.00038265306,0.0014784567,0.0023991072,0.00056018634,0.0043216883,0.0047912477,0.000029253833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008630259,0.007537115,0.03989297,0.007113554,0.002021452,0.0041417005,0.00574992,0.0006793614,0.2811023,0.0067489403,0.60693294,0.029449515],"study_design_scores_gemma":[0.0029711667,0.0047761933,0.018084541,0.0007778424,0.000056765646,0.000030583287,0.019382168,0.0002903392,0.0005215387,0.0043148356,0.9471536,0.0016404097],"about_ca_topic_score_codex":0.04400409,"about_ca_topic_score_gemma":0.11796761,"teacher_disagreement_score":0.3402207,"about_ca_system_score_codex":0.0060521625,"about_ca_system_score_gemma":0.00058261125,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W7006824877","doi":"","title":"Utilising conservative tracers and spatial surveys to identify controls on pathways and &#13;\\nDOC exports in an Arctic catchment&#13;\\n","year":2014,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council","keywords":"Permafrost; Vegetation (pathology); Soil water; Dissolved organic carbon; Carbon cycle; Terrestrial ecosystem","score_opus":0.1635395637525581,"score_gpt":0.38818674743162107,"score_spread":0.22464718367906297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006824877","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":[0.5211436,0.0058823307,0.00041849626,0.004599347,0.0007107151,0.059520558,0.007597991,0.00046765545,0.3996593],"genre_scores_gemma":[0.9458143,0.002542274,0.0005920439,0.00025173256,0.00047354036,0.002463702,0.0008120436,0.0016550238,0.045395333],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.94887364,0.022765657,0.001366072,0.005240713,0.017182067,0.0045718676],"domain_scores_gemma":[0.98582095,0.0065746526,0.00047382756,0.0032610104,0.0011088627,0.0027606832],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.080997825,0.0016322881,0.00224988,0.0033013085,0.0012548678,0.002570799,0.0034956061,0.0007067833,0.0026700548],"category_scores_gemma":[0.009171053,0.0015065275,0.00017983792,0.0010661241,0.0053648856,0.0009356912,0.006353034,0.0081175,0.0025352885],"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":[0.02112534,0.0050313575,0.061867032,0.0019501669,0.0016757234,0.0056466507,0.016191922,0.0004909746,0.16891363,0.0034163536,0.57835716,0.13533367],"study_design_scores_gemma":[0.014771484,0.008747399,0.5936019,0.0048543806,0.000082885286,0.00008239798,0.003571581,0.0042648544,0.0006244222,0.006709527,0.35890722,0.003781976],"about_ca_topic_score_codex":0.16401964,"about_ca_topic_score_gemma":0.33539256,"teacher_disagreement_score":0.5317348,"about_ca_system_score_codex":0.007833233,"about_ca_system_score_gemma":0.002397747,"threshold_uncertainty_score":0.99964243},"labels":[],"label_agreement":null},{"id":"W7007694281","doi":"","title":"Accessing the inaccessible: buoyancy-driven coastal currents on the shelves of Greenland and eastern Canada","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Current (fluid); Arctic; Shore; Fishing; The arctic; Submarine pipeline; Population","score_opus":0.18667926451954583,"score_gpt":0.3646075195140906,"score_spread":0.17792825499454476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007694281","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022920672,0.011654184,0.000015574198,0.0056605274,0.0004903448,0.015188975,0.006594945,0.000089712375,0.9373851],"genre_scores_gemma":[0.37085032,0.023520675,0.00034496837,0.00024041992,0.0011147503,0.0018477697,0.00054090755,0.002037729,0.59950244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9581797,0.008645046,0.0009168036,0.002419148,0.026526427,0.0033128846],"domain_scores_gemma":[0.98740137,0.00659311,0.00058048934,0.003601172,0.0009892391,0.0008346497],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.018071136,0.0010991475,0.0011987952,0.0009197888,0.0027276694,0.0013347819,0.009864272,0.0003285355,0.0029349017],"category_scores_gemma":[0.0047724405,0.0006197833,0.0001815364,0.0013520062,0.009208341,0.0005213147,0.014854266,0.00879099,0.00072804966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011280457,0.00032855096,0.0046028383,0.0002552781,0.00042784482,0.0002730652,0.000637046,0.00004742479,0.0011223234,0.00051656744,0.98043466,0.010226334],"study_design_scores_gemma":[0.0017213912,0.0005481077,0.013687492,0.0023464258,0.0000342063,0.000038956714,0.0010911996,0.0019848738,0.00013106038,0.00055088574,0.97707415,0.00079127407],"about_ca_topic_score_codex":0.717601,"about_ca_topic_score_gemma":0.8373806,"teacher_disagreement_score":0.34792966,"about_ca_system_score_codex":0.004231541,"about_ca_system_score_gemma":0.011484651,"threshold_uncertainty_score":0.9997019},"labels":[],"label_agreement":null},{"id":"W7007970774","doi":"","title":"Antarctica and the Earth System (1st Edition)","year":2025,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"British Antarctic Survey; Division of Ocean Sciences; Australian Antarctic Division; Natural Sciences and Engineering Research Council of Canada; Korea Institute of Marine Science and Technology promotion; Ministry of Oceans and Fisheries; Canada Research Chairs; European Commission; Scientific Committee on Antarctic Research; University of Southampton; Leverhulme Trust; Commonwealth Scientific and Industrial Research Organisation; Australian Government; Challenger Society for Marine Science; European Geosciences Union; National Aeronautics and Space Administration; Natural Environment Research Council; UK Research and Innovation; Shaanxi Administration of Traditional Chinese Medicine; National Science Foundation","keywords":"Earth system science; Wilderness; Earth (classical element); Planet; Global climate; Ocean current; Global change","score_opus":0.09550751398868201,"score_gpt":0.34382405849374104,"score_spread":0.24831654450505902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007970774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033762743,0.008976956,0.000074692776,0.0046212715,0.00046499507,0.015106669,0.0032310581,0.00028881407,0.96720177],"genre_scores_gemma":[0.010359097,0.014333623,0.0018544778,0.00017175268,0.0018542318,0.004301354,0.00070046855,0.00146601,0.96495897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9467726,0.01699485,0.0010286004,0.003865918,0.026948614,0.004389445],"domain_scores_gemma":[0.9827149,0.008955975,0.00034311382,0.0050219297,0.0017605909,0.001203513],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","open_science","insufficient_payload"],"category_scores_codex":[0.070750885,0.0012497936,0.0017625191,0.0020796459,0.0033416331,0.0030245783,0.008060715,0.0006434639,0.008280672],"category_scores_gemma":[0.008891148,0.0008375261,0.0003632128,0.0018006057,0.016431259,0.0006179183,0.019197028,0.012065691,0.020531366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0029534008,0.00029325925,0.000020093468,0.0006990963,0.000671738,0.0003390019,0.0003621934,0.000007103008,0.00081899326,0.08157452,0.9080497,0.0042108805],"study_design_scores_gemma":[0.0057465155,0.00038984825,0.00039045667,0.0021344093,0.00007918863,0.000062534906,0.0014455067,0.0013101604,0.00006429639,0.0048000617,0.98276216,0.00081488455],"about_ca_topic_score_codex":0.03708834,"about_ca_topic_score_gemma":0.009254058,"teacher_disagreement_score":0.07677446,"about_ca_system_score_codex":0.008388973,"about_ca_system_score_gemma":0.007432118,"threshold_uncertainty_score":0.99945736},"labels":[],"label_agreement":null},{"id":"W7008063035","doi":"","title":"ARES(2014)2425342 - 22/07/2014.&#13;\\nOrganisation and running of a scientific workshop to complete selected invasive alien species (IAS) risk assessments","year":2015,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"European Commission; Strong; University of Pittsburgh","keywords":"Risk assessment; Alien species; Parliament; Biodiversity; European commission; Impact assessment; Commission; Invasive species","score_opus":0.21993824916215185,"score_gpt":0.3881107647548008,"score_spread":0.16817251559264892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008063035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08140685,0.0065894965,0.00025615157,0.0014653465,0.0009603699,0.03812318,0.025055598,0.0005459182,0.8455971],"genre_scores_gemma":[0.117822595,0.0070236716,0.013507462,0.00007996064,0.0011079333,0.0023009127,0.0076687234,0.0031981086,0.84729064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9465163,0.009495406,0.0015137867,0.005116461,0.032635223,0.004722817],"domain_scores_gemma":[0.9814638,0.0044740653,0.0010254888,0.004682944,0.005763078,0.002590645],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.05653815,0.001558345,0.0021601114,0.0047716927,0.002496415,0.0036889378,0.0075155916,0.0007183508,0.013390066],"category_scores_gemma":[0.018063094,0.0014274364,0.00022778107,0.0041008643,0.008279581,0.0011650298,0.017945323,0.0080434745,0.01779253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0016007747,0.00059649465,0.0025794746,0.00034356996,0.0006657743,0.00011034052,0.0025576463,0.000120654375,0.09983356,0.00023672344,0.89010257,0.0012523924],"study_design_scores_gemma":[0.003532575,0.0016223748,0.01709637,0.0016911932,0.00010555765,0.00002489342,0.003169805,0.0008853405,0.0011432365,0.0022015003,0.96695375,0.0015733703],"about_ca_topic_score_codex":0.020292398,"about_ca_topic_score_gemma":0.040006734,"teacher_disagreement_score":0.09869032,"about_ca_system_score_codex":0.012506221,"about_ca_system_score_gemma":0.011558657,"threshold_uncertainty_score":0.99971646},"labels":[],"label_agreement":null},{"id":"W7009876662","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: December 2016","year":2017,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.1701551639739294,"score_gpt":0.3639391783948266,"score_spread":0.19378401442089718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009876662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013627164,0.028981432,0.000011051722,0.002357487,0.00062641135,0.015044353,0.004304533,0.00037506985,0.9481634],"genre_scores_gemma":[0.0012911415,0.01878076,0.0042985743,0.00018586207,0.0020059256,0.0053915605,0.0013793086,0.004495891,0.96217096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93126017,0.00980004,0.0013934661,0.0067009954,0.041835207,0.009010109],"domain_scores_gemma":[0.97704387,0.0034973645,0.0008230788,0.012829171,0.0025365867,0.003269927],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.060295414,0.0024015235,0.002598382,0.0025470501,0.004207521,0.0039686747,0.02203711,0.0015338094,0.074463114],"category_scores_gemma":[0.012765843,0.0020831802,0.0007906126,0.0009272119,0.012572428,0.00094278686,0.027530657,0.01645648,0.17027593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001773558,0.00093591027,0.00016027494,0.0003817687,0.00053967425,0.0015358079,0.00026627208,0.000020010077,0.0056666415,0.00078585086,0.9728325,0.015101715],"study_design_scores_gemma":[0.0037874044,0.001475631,0.0021679003,0.0022961514,0.00007143914,0.000029295079,0.00021040469,0.00030114636,0.00009914695,0.002777593,0.98459053,0.0021933536],"about_ca_topic_score_codex":0.04897436,"about_ca_topic_score_gemma":0.028622054,"teacher_disagreement_score":0.09581281,"about_ca_system_score_codex":0.017275205,"about_ca_system_score_gemma":0.0116858715,"threshold_uncertainty_score":0.9997624},"labels":[],"label_agreement":null},{"id":"W7010012863","doi":"","title":"Good practice in the design and use of large sluice boxes","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Sluice; Livelihood; Work (physics); Process (computing); Gold mining; Best practice","score_opus":0.24191865703023147,"score_gpt":0.3984386018921258,"score_spread":0.15651994486189436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010012863","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003075708,0.021515489,0.00023621372,0.004632928,0.0001214799,0.026721003,0.0027116297,0.000110853805,0.94364285],"genre_scores_gemma":[0.013245802,0.08082366,0.035381705,0.00044571178,0.00059059646,0.0041797864,0.00043542165,0.0027396102,0.8621577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9216194,0.03932002,0.0011401214,0.0032169288,0.030155584,0.004547926],"domain_scores_gemma":[0.961454,0.031750623,0.00051592616,0.004310816,0.001256608,0.00071203616],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","open_science","insufficient_payload"],"category_scores_codex":[0.10547941,0.0010347139,0.0013124516,0.0022073744,0.00096317206,0.0017749297,0.0071531488,0.000613276,0.0043381676],"category_scores_gemma":[0.03679601,0.00073430006,0.00019320096,0.002178523,0.0049675494,0.0017502875,0.009333562,0.010955311,0.0040570684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018575818,0.0020367221,0.00007435462,0.00022875327,0.00029640025,0.001039343,0.0030957775,0.000091369366,0.0036423416,0.0039428347,0.9801863,0.0035082202],"study_design_scores_gemma":[0.0025848646,0.0011579494,0.00074796897,0.0007442148,0.000047666923,0.000095484924,0.001950517,0.0019001227,0.000073754665,0.0011969997,0.9887772,0.00072324625],"about_ca_topic_score_codex":0.024389407,"about_ca_topic_score_gemma":0.0060903155,"teacher_disagreement_score":0.08148513,"about_ca_system_score_codex":0.003992703,"about_ca_system_score_gemma":0.0023270648,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W7010090602","doi":"","title":"Geochemical interactions between supercritical CO, and the Midale Formation. 11: Preliminary test experiments - initial fluid chemistry data","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"CO2 Sequestration and Geologic Interactions","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":"Supercritical fluid; Carbonate; Hydrothermal circulation; Silicate; Geochemical modeling; Mineral; Carbonate minerals; Bar (unit)","score_opus":0.23494000479987048,"score_gpt":0.4188790554525449,"score_spread":0.1839390506526744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010090602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002039332,0.0006826082,0.00010505998,0.00812881,0.00011326062,0.0037661705,0.001801661,0.000076355434,0.98328674],"genre_scores_gemma":[0.23229097,0.0039000246,0.002091373,0.0003271147,0.0013628349,0.0018258295,0.004777426,0.00034943072,0.753075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887436,0.0017021385,0.000608113,0.0016739735,0.0058791502,0.001393018],"domain_scores_gemma":[0.9925455,0.004287814,0.00007358863,0.002393486,0.00013520085,0.0005644137],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0069410983,0.00048728083,0.0005235589,0.00016011603,0.0013832427,0.0007926135,0.0040265373,0.00029917297,0.072143234],"category_scores_gemma":[0.004725795,0.00036024503,0.00010413565,0.00030685592,0.0068263486,0.0010373305,0.011528165,0.0038594604,0.0034517208],"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":[0.00026364095,0.00041205587,0.0002260286,0.000047915913,0.00005635046,0.00006681003,0.0005069964,0.000004562092,0.008570859,0.000114869435,0.988025,0.0017048962],"study_design_scores_gemma":[0.0015202981,0.00020792986,0.0005051857,0.00015419238,0.000029051871,0.000096812786,0.0008388893,0.0039348463,0.0012581821,0.0006990383,0.9903385,0.00041704],"about_ca_topic_score_codex":0.007344537,"about_ca_topic_score_gemma":0.0013480675,"teacher_disagreement_score":0.23025164,"about_ca_system_score_codex":0.0022268966,"about_ca_system_score_gemma":0.00029144943,"threshold_uncertainty_score":0.9999168},"labels":[],"label_agreement":null},{"id":"W7011946686","doi":"","title":"Numerical modelling of gas flow in a compact clay barrier&#13;\\nfor DECOVALEX-2019","year":2018,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Institut de Radioprotection et de SÛreté Nucléaire; Korea Atomic Energy Research Institute; Eidgenössisches Nuklearsicherheitsinspektorat; British Geological Survey; Japan Atomic Energy Agency; Nuclear Waste Management Organization; Natural Environment Research Council; U.S. Department of Energy","keywords":"Work (physics); Flow (mathematics); Advection; Current (fluid); Calibration; Range (aeronautics); Deformation (meteorology); Task (project management)","score_opus":0.2862715913423112,"score_gpt":0.36011731600720837,"score_spread":0.07384572466489714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011946686","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050576846,0.012078072,0.00014592953,0.0016823419,0.0007525046,0.0044704378,0.0006366625,0.00006742847,0.97966087],"genre_scores_gemma":[0.016481537,0.025606971,0.0010425055,0.00009308258,0.003112622,0.00041418764,0.00024116649,0.0004857911,0.95252216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835761,0.0023630802,0.00087065756,0.0019581546,0.008832878,0.0023990998],"domain_scores_gemma":[0.9953791,0.0010882078,0.0002449987,0.0015916723,0.0010220077,0.0006740017],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.014949449,0.0006404652,0.0012835372,0.0008396745,0.0016149423,0.00039003004,0.0024122065,0.00032859758,0.017633324],"category_scores_gemma":[0.0010555406,0.0005229793,0.00031556928,0.0004001263,0.004825907,0.00028013304,0.0014677448,0.0034430907,0.001806352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005015437,0.0005282964,0.00006779199,0.00047715523,0.00021208495,0.000035025227,0.022626743,0.00042822523,0.000054055246,0.0018271125,0.9705788,0.00266317],"study_design_scores_gemma":[0.0008505885,0.0011299462,0.000042187432,0.0003563883,0.000012670688,0.0000028777354,0.0040754215,0.004114942,0.000017735607,0.0027937267,0.9860845,0.00051898725],"about_ca_topic_score_codex":0.08170719,"about_ca_topic_score_gemma":0.026109783,"teacher_disagreement_score":0.055597402,"about_ca_system_score_codex":0.005821941,"about_ca_system_score_gemma":0.0020195362,"threshold_uncertainty_score":0.9997222},"labels":[],"label_agreement":null},{"id":"W7014158356","doi":"","title":"A one health priority research agenda for antimicrobial resistance","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Corporación colombiana de investigación agropecuaria; International Livestock Research Institute; Universiteit Antwerpen; Freie Universität Berlin; National Research Foundation; University of Pretoria; Universitat de Barcelona; Danmarks Tekniske Universitet; European Food Safety Authority; Chulalongkorn University; Public Health Agency; Indian Council of Agricultural Research; King Abdullah University of Science and Technology; University of Oxford; Alexandria University; University of Washington; Imperial College London; Mbarara University of Science and Technology; Universidade de São Paulo; World Health Organization; George Washington University; Indian Agricultural Research Institute; North-West University; Public Health Agency of Canada","keywords":"One Health; Leverage (statistics); Agriculture; Animal health; Stakeholder; Public health; Global health; Antibiotic resistance","score_opus":0.3317430199368074,"score_gpt":0.4439886350152151,"score_spread":0.11224561507840775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014158356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014679255,0.013956704,0.00019989064,0.026169239,0.0012817568,0.07380568,0.029402876,0.0019128061,0.85312426],"genre_scores_gemma":[0.0015270612,0.02897847,0.013985985,0.00022051894,0.0030569092,0.010682352,0.0020883474,0.009455582,0.9300048],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8917935,0.027231883,0.0023926722,0.009052503,0.054258626,0.015270818],"domain_scores_gemma":[0.96541727,0.015884742,0.0008103133,0.008839483,0.0058866087,0.0031616066],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.22751795,0.0018954771,0.0032681255,0.0066177486,0.006932859,0.0034167003,0.01614284,0.001355202,0.0036269724],"category_scores_gemma":[0.03592393,0.0019447897,0.0008268804,0.006416407,0.012378527,0.0010234305,0.023069242,0.02259887,0.040498264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0050483174,0.00183064,0.000019789439,0.0022103076,0.0007496286,0.00031906378,0.0012116999,0.000010614846,0.012299055,0.0063247145,0.9615259,0.008450247],"study_design_scores_gemma":[0.004891269,0.0017897944,0.0007306667,0.0046068295,0.000027382175,0.000009673764,0.00063840736,0.00020430367,0.00029849852,0.009273073,0.975844,0.0016860825],"about_ca_topic_score_codex":0.060678538,"about_ca_topic_score_gemma":0.21284601,"teacher_disagreement_score":0.19159402,"about_ca_system_score_codex":0.049210627,"about_ca_system_score_gemma":0.030291853,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W7014173557","doi":"","title":"Ocean redox during the Toarcian oceanic anoxic event: Constraints from chromium isotope ratios (abstract of paper presented at: 18th Annual V. M. Goldschmidt Conference Vancouver, Canada, July 2008)","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Anoxic waters; Chromium; Redox; Ocean chemistry; Stable isotope ratio; Isotope","score_opus":0.04555549572586797,"score_gpt":0.2892234582265497,"score_spread":0.24366796250068173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014173557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02280833,0.011199087,0.000008672786,0.0021203572,0.0014117362,0.029351683,0.09024341,0.00029446647,0.84256226],"genre_scores_gemma":[0.3562506,0.007909439,0.00029369004,0.000114542614,0.00092821906,0.0004777015,0.0021642284,0.001645742,0.6302158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9484314,0.0076469127,0.0022127249,0.004546646,0.03135225,0.0058100754],"domain_scores_gemma":[0.98452884,0.0035614797,0.0012280284,0.006052536,0.002620173,0.0020089236],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.014564363,0.0019939698,0.0023704835,0.0012329113,0.002796452,0.00066758523,0.011582051,0.0008845412,0.038166992],"category_scores_gemma":[0.005167942,0.0015877238,0.00049221254,0.001645425,0.013060118,0.0012552965,0.012623504,0.011091732,0.0035282124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0028720968,0.0007600205,0.0004327196,0.00032771766,0.001147969,0.0015662143,0.001372616,0.0001595365,0.039998315,0.000103109,0.95070493,0.00055476633],"study_design_scores_gemma":[0.0050099497,0.00057123904,0.014232813,0.0013847419,0.00006755411,0.000066303044,0.0020262534,0.0004469929,0.0021364426,0.0002908679,0.9721016,0.001665229],"about_ca_topic_score_codex":0.63151455,"about_ca_topic_score_gemma":0.8496413,"teacher_disagreement_score":0.33344227,"about_ca_system_score_codex":0.021096084,"about_ca_system_score_gemma":0.026105478,"threshold_uncertainty_score":0.99928033},"labels":[],"label_agreement":null},{"id":"W7018249446","doi":"","title":"Database of the iodine content of food and diets populated with data from published literature","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Iodine; Leafy vegetables; Fish <Actinopterygii>; Fish products; Food composition data; Food group; Food processing","score_opus":0.2645303387994576,"score_gpt":0.3550112937647028,"score_spread":0.09048095496524522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018249446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028645735,0.08948681,0.000041444226,0.0036944058,0.00054787984,0.03851699,0.3057506,0.00017816249,0.533138],"genre_scores_gemma":[0.20099016,0.024857998,0.013804022,0.00018907049,0.00076275837,0.0016024549,0.053670123,0.0044243773,0.69969904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96100134,0.008391251,0.0011589442,0.0039547193,0.022946602,0.0025471565],"domain_scores_gemma":[0.9820327,0.0021888718,0.0008127473,0.011901647,0.0021298353,0.00093418796],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.025899785,0.0011048192,0.0017504123,0.0012487939,0.00065533794,0.0011703369,0.013354466,0.0005476791,0.004474491],"category_scores_gemma":[0.010522548,0.0006651249,0.0001695546,0.002319729,0.007708675,0.0013797343,0.027303128,0.008262625,0.0002524566],"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":[0.003969858,0.0010473246,0.0009593405,0.00061298045,0.0012202758,0.00013674507,0.00047703125,0.000005723559,0.07229173,0.0011083364,0.91754806,0.00062262005],"study_design_scores_gemma":[0.00889677,0.002356958,0.0083246995,0.007087429,0.0001854666,0.000042235984,0.00070349034,0.0005880989,0.0028954737,0.0022880435,0.96533805,0.0012933009],"about_ca_topic_score_codex":0.02639807,"about_ca_topic_score_gemma":0.021651471,"teacher_disagreement_score":0.2520805,"about_ca_system_score_codex":0.002064433,"about_ca_system_score_gemma":0.0035939817,"threshold_uncertainty_score":0.99986655},"labels":[],"label_agreement":null},{"id":"W7019435374","doi":"","title":"Glaciated margins: the sedimentary and geophysical archive","year":2019,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Ice sheet; Sedimentary rock; Sedimentary depositional environment; Ground-penetrating radar; Cryosphere; Structural basin; Sedimentary basin","score_opus":0.10797341699668919,"score_gpt":0.34741717945898076,"score_spread":0.23944376246229157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019435374","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009473,0.008612741,0.000017259621,0.0048299152,0.0004110549,0.021129413,0.0044457936,0.00025845537,0.9593481],"genre_scores_gemma":[0.008275511,0.01107906,0.0016653372,0.00047636393,0.0017609408,0.0032413641,0.0020917845,0.0032607564,0.9681489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.947077,0.012939621,0.0009719381,0.0047697835,0.028580302,0.0056613656],"domain_scores_gemma":[0.984577,0.006846225,0.00040170705,0.0058009443,0.0008447754,0.0015293619],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.03265789,0.0016580072,0.001775997,0.0017932612,0.0022124804,0.0022152732,0.009977024,0.00063428615,0.0075363354],"category_scores_gemma":[0.0032733732,0.0011526714,0.00041142077,0.0015994603,0.011314114,0.00072534604,0.026084432,0.01535564,0.05325029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019115583,0.00081124465,0.00017026311,0.0002570021,0.00093198096,0.00033027082,0.0009934611,0.00001381281,0.01465988,0.00556653,0.9712546,0.0030994106],"study_design_scores_gemma":[0.003566673,0.0011658176,0.004084742,0.0008163261,0.00006881408,0.000040855284,0.0012927405,0.0014361741,0.00008373636,0.012061159,0.97411567,0.001267267],"about_ca_topic_score_codex":0.066008165,"about_ca_topic_score_gemma":0.0088932,"teacher_disagreement_score":0.057114962,"about_ca_system_score_codex":0.008071072,"about_ca_system_score_gemma":0.0048312596,"threshold_uncertainty_score":0.9996167},"labels":[],"label_agreement":null},{"id":"W7019459845","doi":"","title":"Geochemical interactions between supercritical CO2 and the Midale Formation. I: Introduction to fluid-rock interaction experiments","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Supercritical fluid; Lithology; Bar (unit); Work (physics); Geochemical modeling; Hydrothermal circulation; Range (aeronautics)","score_opus":0.16635633659788032,"score_gpt":0.39636113486776586,"score_spread":0.23000479826988554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019459845","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010362976,0.0051747398,0.0008484933,0.051848304,0.0012766134,0.030498771,0.0032693,0.00050828245,0.8962125],"genre_scores_gemma":[0.21089233,0.007962974,0.0041591274,0.00039829625,0.01003758,0.0105546145,0.0033576842,0.002455394,0.750182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97138506,0.0072442717,0.0011141857,0.002870534,0.014048442,0.0033374988],"domain_scores_gemma":[0.99009717,0.0041406825,0.00012000889,0.0028339084,0.0012883402,0.0015199078],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.017222153,0.00095917843,0.0011913144,0.001842912,0.0021277196,0.002063275,0.0033658587,0.00043537858,0.016019482],"category_scores_gemma":[0.010379997,0.0007284422,0.0002652172,0.0011890659,0.0034814011,0.0016149379,0.009068248,0.008248224,0.022315202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018646012,0.000434131,0.000040133003,0.000101304366,0.0002773719,0.000027178201,0.002093725,0.00003433803,0.042662174,0.0010018644,0.94917226,0.0022909187],"study_design_scores_gemma":[0.0031351983,0.00044139242,0.00015758707,0.0004142322,0.00005413694,0.000073332514,0.00259194,0.0025445772,0.003560943,0.0009544648,0.98534596,0.0007262205],"about_ca_topic_score_codex":0.00719312,"about_ca_topic_score_gemma":0.0015117269,"teacher_disagreement_score":0.20052937,"about_ca_system_score_codex":0.011918719,"about_ca_system_score_gemma":0.00072049716,"threshold_uncertainty_score":0.99951667},"labels":[],"label_agreement":null},{"id":"W7019806784","doi":"","title":"Information Sheet 7: Elodea canadensis (Canadian waterweed)","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Elodea canadensis; Fact sheet; Population; Key (lock); Fish <Actinopterygii>","score_opus":0.09017772133140183,"score_gpt":0.3286583524806136,"score_spread":0.23848063114921175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019806784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002968853,0.0009099585,0.000011656589,0.004209491,0.000606401,0.011534537,0.008220322,0.00025733272,0.9739534],"genre_scores_gemma":[0.015816592,0.0033676552,0.0034233318,0.0004705114,0.0015362353,0.003047272,0.007288034,0.0028630835,0.9621873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9496627,0.005467442,0.0013210204,0.002674766,0.03249319,0.008380899],"domain_scores_gemma":[0.9844699,0.0014639917,0.00040546744,0.0058573014,0.0028028204,0.0050005205],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.046173763,0.001589128,0.0015403647,0.007140685,0.0028867421,0.0042110854,0.011879761,0.0016619123,0.05476142],"category_scores_gemma":[0.008137578,0.0014079064,0.00037233645,0.0021576579,0.0055864374,0.0022602365,0.010006729,0.019853009,0.121927075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00045709938,0.00016666933,0.000071265036,0.00018678923,0.00034298774,0.0003458002,0.0009992578,0.000025157968,0.0036211032,0.0020627384,0.9721222,0.019598946],"study_design_scores_gemma":[0.0017258854,0.00043952576,0.0007341922,0.00046117607,0.000031830208,0.000045290224,0.00074345886,0.00073093147,0.00018346366,0.0023733752,0.99101484,0.0015160195],"about_ca_topic_score_codex":0.9302941,"about_ca_topic_score_gemma":0.963696,"teacher_disagreement_score":0.06716565,"about_ca_system_score_codex":0.03136971,"about_ca_system_score_gemma":0.026411148,"threshold_uncertainty_score":0.99968565},"labels":[],"label_agreement":null},{"id":"W7021105181","doi":"","title":"Model-observation and reanalyses comparison at key locations for heat transport to the Arctic: Assessment of key lower latitude influences on the Arctic and their simulation","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Argo; Arctic; Latitude; Climate model; Ocean heat content; Atmosphere (unit); The arctic; Precipitation; Climate change","score_opus":0.2821640987316134,"score_gpt":0.42401976396969226,"score_spread":0.14185566523807885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021105181","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":[0.2894648,0.014852911,0.045952637,0.19040187,0.0007025037,0.20721455,0.026869642,0.00066451234,0.22387657],"genre_scores_gemma":[0.9709437,0.0016631534,0.0045240032,0.0003102375,0.00018560569,0.0025055793,0.0006675509,0.00047069986,0.018729506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9839546,0.002932922,0.00091113953,0.0019214478,0.0088962335,0.0013836526],"domain_scores_gemma":[0.9880217,0.007978911,0.00029911177,0.001983487,0.0011477389,0.00056909723],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017117836,0.0007311746,0.0009891612,0.0006425559,0.0017516656,0.00054845127,0.0025238632,0.00024005733,0.00047863298],"category_scores_gemma":[0.0034052038,0.000424198,0.00019209925,0.0009156087,0.0025841526,0.00037695825,0.002235966,0.0027443112,0.00013925786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004914675,0.001222224,0.010717158,0.0011357187,0.0016723301,0.000012073287,0.010354687,0.71344006,0.025887486,0.010881575,0.21730505,0.0024569354],"study_design_scores_gemma":[0.0011398525,0.0015092788,0.032923337,0.0008687892,0.00010537626,0.0000017031421,0.0009465163,0.6057332,0.00013185147,0.0034303213,0.35264373,0.00056601776],"about_ca_topic_score_codex":0.0075333677,"about_ca_topic_score_gemma":0.021381993,"teacher_disagreement_score":0.68147886,"about_ca_system_score_codex":0.003611595,"about_ca_system_score_gemma":0.0015139999,"threshold_uncertainty_score":0.999821},"labels":[],"label_agreement":null},{"id":"W7022506468","doi":"","title":"Cobalt","year":2014,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Fusible alloy; Articular cartilage damage; Proteogenomics; Hyporeflexia; Liquation","score_opus":0.19528475754002467,"score_gpt":0.3934493669113401,"score_spread":0.19816460937131541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7022506468","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056035708,0.006139041,0.00008978345,0.0015664239,0.0004687758,0.0128198145,0.0023817648,0.00048873347,0.97598964],"genre_scores_gemma":[0.0033651623,0.0076366025,0.004187,0.00020430048,0.0024873384,0.003420984,0.0014594353,0.0050177337,0.97222143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91701365,0.016803049,0.0013090579,0.0060209488,0.050609935,0.008243355],"domain_scores_gemma":[0.9808144,0.00497914,0.0005229504,0.008508707,0.0023381482,0.0028366626],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.09243282,0.0018734208,0.0022714064,0.0035999762,0.0022855098,0.002844225,0.016853323,0.0011984335,0.061395362],"category_scores_gemma":[0.013650167,0.0016245204,0.0005521891,0.0023672904,0.010059249,0.000687951,0.025491308,0.017522363,0.26916397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001093385,0.000759241,0.000058348236,0.0003201511,0.00050128356,0.00050115614,0.0002782218,0.000022962722,0.008861993,0.008653567,0.9696668,0.009282925],"study_design_scores_gemma":[0.002905949,0.0011363112,0.00033984098,0.0010610614,0.000036335372,0.000041686184,0.00026572534,0.0007869633,0.00015539826,0.00849278,0.98311424,0.001663704],"about_ca_topic_score_codex":0.028013725,"about_ca_topic_score_gemma":0.017314542,"teacher_disagreement_score":0.20776859,"about_ca_system_score_codex":0.020591771,"about_ca_system_score_gemma":0.008420593,"threshold_uncertainty_score":0.99940103},"labels":[],"label_agreement":null},{"id":"W7024313371","doi":"","title":"A review of nickel mineralisation and ore potential in the Arthrath intrusion, Aberdeenshire","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; British Geological Survey","keywords":"Intrusion; Tectonics; Ordovician; Layered intrusion; Mineralization (soil science); Volcanogenic massive sulfide ore deposit; Country rock; Metamorphic rock","score_opus":0.13628052477117045,"score_gpt":0.3824352918150333,"score_spread":0.24615476704386283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024313371","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022270775,0.2335599,0.000024446352,0.007517674,0.0001864345,0.023873657,0.0020806247,0.00007984557,0.73045033],"genre_scores_gemma":[0.008114448,0.5866416,0.0032593536,0.0013312179,0.0011851251,0.002400732,0.0025881368,0.001812423,0.39266697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9574924,0.012268154,0.0014465954,0.0025853794,0.023193251,0.0030142162],"domain_scores_gemma":[0.9916812,0.0026040135,0.00051665487,0.0033083078,0.0012965641,0.0005932581],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.087195806,0.0008999761,0.001429586,0.0025202038,0.00067381444,0.0005205899,0.0053396504,0.00052708434,0.0046399725],"category_scores_gemma":[0.007968686,0.0006193195,0.00024520062,0.0025123223,0.0053878585,0.00045356964,0.0065085166,0.0077944873,0.0020759096],"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":[0.0007980648,0.00052738015,0.00017577132,0.0034573323,0.00013104745,0.00036975666,0.0008768081,0.0000056692083,0.0040248916,0.0022442862,0.9768613,0.0105276685],"study_design_scores_gemma":[0.0019702092,0.0006620308,0.0031727743,0.01458073,0.000039916496,0.00006208375,0.0007856487,0.00027454933,0.000033613145,0.0026624498,0.9751063,0.00064970634],"about_ca_topic_score_codex":0.020380542,"about_ca_topic_score_gemma":0.016884772,"teacher_disagreement_score":0.35308167,"about_ca_system_score_codex":0.0035766826,"about_ca_system_score_gemma":0.0027468689,"threshold_uncertainty_score":0.9996258},"labels":[],"label_agreement":null},{"id":"W7024403235","doi":"","title":"RSS Discovery Cruise 332, 21 Aug – 25 Sep 2008. Arctic Gateway (WOCE AR7)","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; Koninklijk Nederlands Instituut voor Onderzoek der Zee","keywords":"Cruise; Hydrography; Mooring; Hydrographic survey; Arctic; Current meter; Alkalinity","score_opus":0.11772100787703546,"score_gpt":0.36446295885300983,"score_spread":0.24674195097597437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024403235","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001191626,0.010290014,0.000067839865,0.0029356163,0.0011906693,0.020751998,0.0073881825,0.0005582913,0.9556258],"genre_scores_gemma":[0.016212618,0.013838181,0.0037280826,0.00022232985,0.0030349672,0.004913049,0.0026712983,0.0056076306,0.9497718],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91618556,0.013072402,0.0019788102,0.008221607,0.04941431,0.011127304],"domain_scores_gemma":[0.9748446,0.006217278,0.00087734853,0.011264066,0.0027466777,0.0040500285],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.060070302,0.003100102,0.0031553383,0.0047595664,0.0032769071,0.006342064,0.019255446,0.0020859586,0.04888016],"category_scores_gemma":[0.01693141,0.0026760988,0.0010510412,0.0033340221,0.014612029,0.002702503,0.029134426,0.03434185,0.08632668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002553568,0.0019942422,0.00028989412,0.00075501,0.0009351487,0.0019046685,0.000625267,0.000039678904,0.054870255,0.0024865,0.92794716,0.005598576],"study_design_scores_gemma":[0.004294338,0.0012289977,0.0016105082,0.0019165963,0.00009878019,0.00012457724,0.0005885099,0.00060584064,0.000778813,0.007512889,0.9783923,0.002847831],"about_ca_topic_score_codex":0.05722445,"about_ca_topic_score_gemma":0.04946849,"teacher_disagreement_score":0.058659036,"about_ca_system_score_codex":0.021570938,"about_ca_system_score_gemma":0.013813666,"threshold_uncertainty_score":0.9992095},"labels":[],"label_agreement":null},{"id":"W7024805259","doi":"","title":"A study into marine landscapes applied to habitat mapping","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Electronic and Structural Properties of Oxides","field":"Materials 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":"Marine protected area; Convention on Biological Diversity; Marine conservation; Context (archaeology); Habitat; European union; Marine habitats; Marine spatial planning; Habitats Directive; Biodiversity","score_opus":0.0979144651431711,"score_gpt":0.33354351059483495,"score_spread":0.23562904545166385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024805259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029846964,0.0021906223,0.000046782618,0.0013713561,0.00029129843,0.013040635,0.000103322454,0.00016738544,0.95294166],"genre_scores_gemma":[0.16882831,0.0015933954,0.013060822,0.0002560989,0.00071371766,0.0035972977,0.00014330032,0.0009409687,0.81086606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9766654,0.0031629887,0.0007370222,0.002998129,0.01293066,0.0035057964],"domain_scores_gemma":[0.9948962,0.0008796824,0.00016287246,0.002535868,0.00055574416,0.0009696761],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.022037284,0.00087453984,0.0011754485,0.0010721663,0.0014973226,0.0015705767,0.0059574684,0.00030167625,0.014575983],"category_scores_gemma":[0.0020726097,0.0006520602,0.00014668863,0.00083691825,0.0012517944,0.00031213975,0.011816961,0.003971658,0.007963501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000899309,0.00048434496,0.0001440457,0.00019240222,0.00017887689,0.00023511668,0.0019785613,0.000043232158,0.1401424,0.0012798164,0.8439733,0.010448596],"study_design_scores_gemma":[0.0016340663,0.001758667,0.00067514525,0.00022654471,0.000015670095,0.000013121049,0.0029297422,0.00003246912,0.0017518307,0.005271703,0.98471934,0.0009716915],"about_ca_topic_score_codex":0.0130103445,"about_ca_topic_score_gemma":0.02053432,"teacher_disagreement_score":0.14207555,"about_ca_system_score_codex":0.0050335918,"about_ca_system_score_gemma":0.0022266759,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W7024974969","doi":"","title":"TERIFIC project, 26 November – 10 December 2019","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Liquid Crystal Research Advancements","field":"Materials 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":"Nucleofection; Gestational period; Diafiltration; TSG101; Proteogenomics; Articular cartilage damage; Fusible alloy","score_opus":0.13981041574206438,"score_gpt":0.38196795597121663,"score_spread":0.24215754022915226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024974969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004025826,0.0045185518,0.00012749615,0.0025747826,0.00060038967,0.015040768,0.0026368632,0.0004430298,0.9736555],"genre_scores_gemma":[0.0014907984,0.006179625,0.009241075,0.00023359589,0.0013935411,0.0034575365,0.0006842895,0.0020109732,0.97530854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94798344,0.0065146745,0.0011949597,0.005197934,0.032772783,0.006336185],"domain_scores_gemma":[0.9896545,0.0018129041,0.0003946228,0.004633851,0.0014710249,0.0020331088],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.027220026,0.0014263281,0.0016332231,0.0015010568,0.0014787711,0.0030883716,0.011466982,0.00065057713,0.110612184],"category_scores_gemma":[0.008499483,0.0011874503,0.00035446236,0.0017566294,0.005154882,0.0012751616,0.02379069,0.0075007514,0.07840658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001575745,0.00049945747,0.000008334917,0.00031601512,0.00013878632,0.00059492025,0.00025139374,0.000009198198,0.22518815,0.00046149807,0.767632,0.0033244973],"study_design_scores_gemma":[0.0021495174,0.0015841974,0.00005572252,0.0006341438,0.000018254495,0.000023788132,0.00028564243,0.00025305964,0.004616111,0.0015881375,0.9875838,0.0012076298],"about_ca_topic_score_codex":0.01765164,"about_ca_topic_score_gemma":0.0051019015,"teacher_disagreement_score":0.22057204,"about_ca_system_score_codex":0.008415633,"about_ca_system_score_gemma":0.009567075,"threshold_uncertainty_score":0.99985236},"labels":[],"label_agreement":null},{"id":"W7028378984","doi":"","title":"Field deployments of a self-contained subsea platform for acoustic monitoringof the environment around Marine Renewable Energy structures. Poster presented at: International Conference on Ocean Energy, Halifax, Nova Scotia, Canada, November 4-6, 2014","year":2014,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Subsea; Marine energy; Tidal power; Sonar; Renewable energy; Software deployment; Installation","score_opus":0.07186966337891013,"score_gpt":0.3119132011485131,"score_spread":0.240043537769603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028378984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065224394,0.0017826679,0.0012659323,0.0071384707,0.0027249597,0.020393848,0.016567526,0.0002861243,0.943318],"genre_scores_gemma":[0.38876235,0.0019484076,0.000984553,0.00042507442,0.0014781521,0.0011602726,0.003986155,0.0016301754,0.5996249],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9697784,0.0021188266,0.0013898005,0.0031122982,0.02001013,0.003590507],"domain_scores_gemma":[0.9886078,0.0041997647,0.00087208743,0.0040143123,0.0012164081,0.0010896289],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.009210168,0.0014804008,0.0014940767,0.0011148136,0.000987276,0.0007588146,0.008213759,0.0006488997,0.012512596],"category_scores_gemma":[0.0016919685,0.0011345738,0.00037464953,0.00043965576,0.0018174371,0.00038158175,0.011961438,0.0031677275,0.00045769475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00630289,0.0007286412,0.0010474331,0.00022649347,0.0017959075,0.00011389616,0.0001440485,0.001670065,0.013121881,0.00229863,0.9715646,0.0009854954],"study_design_scores_gemma":[0.0053649493,0.0020699461,0.0009866612,0.0005355516,0.00011933907,0.000025080668,0.00028083142,0.010469387,0.0075925295,0.0030168854,0.9682378,0.0013010335],"about_ca_topic_score_codex":0.9163286,"about_ca_topic_score_gemma":0.9283902,"teacher_disagreement_score":0.38223994,"about_ca_system_score_codex":0.017925793,"about_ca_system_score_gemma":0.0050961166,"threshold_uncertainty_score":0.99979454},"labels":[],"label_agreement":null},{"id":"W7028590992","doi":"","title":"FDRI digital workshop: enabling reproducibility in hydrological research","year":2024,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"British Geological Survey; Cardiff University; University of Bristol; Cranfield University; University of Leeds; University of Oxford; University of Southampton; Trent University; University of Aberdeen; Newcastle University; Consortium of Universities for the Advancement of Hydrologic Science; Natural Resources Wales; Scottish Environment Protection Agency; James Hutton Institute; Nottingham Trent University; King's College London; Natural Environment Research Council; UK Research and Innovation; Queen Mary University of London","keywords":"Key (lock); Reproducibility; Measure (data warehouse); Reliability (semiconductor); Digital data","score_opus":0.3265586735517418,"score_gpt":0.439211242601276,"score_spread":0.11265256904953419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028590992","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008464614,0.012101291,0.000004541992,0.0057014674,0.0005540851,0.005794854,0.0003416034,0.00018636588,0.9744693],"genre_scores_gemma":[0.047873132,0.012039454,0.0003069141,0.00008146688,0.0027182873,0.0006636565,0.00014189033,0.0006590377,0.9355162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93530965,0.023344032,0.0011141881,0.008086777,0.02571132,0.0064340592],"domain_scores_gemma":[0.982764,0.007692936,0.0001395534,0.0066074976,0.0012460205,0.0015499893],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","open_science","insufficient_payload"],"category_scores_codex":[0.22549309,0.00070031616,0.0010188189,0.0025384268,0.0023227283,0.0033941437,0.007825333,0.0008982452,0.0087859295],"category_scores_gemma":[0.068935886,0.0006194286,0.0002976648,0.002964389,0.014243465,0.00079135416,0.013684429,0.018619545,0.019030131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00043581397,0.0006256225,0.00014558445,0.00022670953,0.00008271788,0.0012257897,0.007644641,0.000009754066,0.00019562908,0.027527945,0.95553035,0.006349463],"study_design_scores_gemma":[0.00046266275,0.0003489925,0.00009719852,0.00082565047,0.0000068544527,0.000005232742,0.004043396,0.00005433592,0.000008542612,0.0429101,0.9506399,0.00059714256],"about_ca_topic_score_codex":0.025333973,"about_ca_topic_score_gemma":0.02931472,"teacher_disagreement_score":0.1565572,"about_ca_system_score_codex":0.016018663,"about_ca_system_score_gemma":0.0074892957,"threshold_uncertainty_score":0.9996257},"labels":[{"model":"gemma","categories":["metaresearch","open_science"],"domain":"reproducibility","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"reproducibility","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W7028627723","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: May 2016","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Biomedical and Chemical Research","field":"Medicine","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.12850906043358865,"score_gpt":0.3676788774571612,"score_spread":0.23916981702357257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028627723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001503814,0.016186146,0.00001982207,0.027193258,0.0002601595,0.007695486,0.00096003374,0.00016863785,0.94736606],"genre_scores_gemma":[0.0015050314,0.028235445,0.0019506249,0.0006021223,0.0020793772,0.0020564338,0.00055777346,0.0010440216,0.9619692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.959291,0.0025881182,0.0010284715,0.003503662,0.028300917,0.005287874],"domain_scores_gemma":[0.9876251,0.0030583497,0.00019207368,0.003936711,0.001521822,0.0036659471],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.021764243,0.0011188668,0.0016963328,0.0012683437,0.00083831203,0.00053540245,0.0053917593,0.0012455431,0.13770238],"category_scores_gemma":[0.0065743886,0.0007366492,0.00053106307,0.0008496731,0.008386288,0.00019129596,0.009998341,0.010152069,0.04067522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019318523,0.0008835973,0.000105406325,0.00070653687,0.00030436474,0.0011104246,0.000063596795,9.518914e-8,0.020858882,0.00068082905,0.92220825,0.051146172],"study_design_scores_gemma":[0.0039647743,0.0020106884,0.000859225,0.0026075072,0.000044545835,0.000032158245,0.00012258647,0.00004251691,0.00054703094,0.0024972616,0.98644084,0.0008308489],"about_ca_topic_score_codex":0.0058875135,"about_ca_topic_score_gemma":0.0004529661,"teacher_disagreement_score":0.09702716,"about_ca_system_score_codex":0.0068537686,"about_ca_system_score_gemma":0.0072937794,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W7028739504","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: August 2017","year":2017,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.24173475657383933,"score_gpt":0.3382103303254721,"score_spread":0.09647557375163276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028739504","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011053751,0.0081768455,0.0000033005535,0.004564864,0.0007108189,0.0038489925,0.0010945654,0.000106702806,0.9813834],"genre_scores_gemma":[0.002639885,0.005897528,0.0003476899,0.00048053882,0.0032820394,0.0014507222,0.0005807529,0.00053520506,0.9847856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9803281,0.0027701363,0.0006405599,0.0026242107,0.010480792,0.003156201],"domain_scores_gemma":[0.99212384,0.0013713795,0.00034716498,0.004109576,0.0010517209,0.0009963015],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01581063,0.0009163445,0.0013380978,0.00094025314,0.00456113,0.0026696816,0.007957115,0.00057689735,0.20288338],"category_scores_gemma":[0.0025730184,0.0007300967,0.0004936116,0.00013277179,0.010458989,0.00040084106,0.007909627,0.0067580566,0.015461697],"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":[0.000359789,0.00047269018,0.00001793448,0.00019610865,0.00040665257,0.000514589,0.0012507605,0.000003069542,0.00016824524,0.019573918,0.9672045,0.0098317135],"study_design_scores_gemma":[0.0010465452,0.0007942375,0.00037947868,0.0004664148,0.00007670126,0.0000036232516,0.00049043517,0.00009615722,0.000006060556,0.004557003,0.99125785,0.0008254995],"about_ca_topic_score_codex":0.046289295,"about_ca_topic_score_gemma":0.07592214,"teacher_disagreement_score":0.18742168,"about_ca_system_score_codex":0.0022283471,"about_ca_system_score_gemma":0.002088632,"threshold_uncertainty_score":0.999515},"labels":[],"label_agreement":null},{"id":"W7029046373","doi":"","title":"How much metal can you get? Quantified mass balancing of base metal release during epidosite zone alteration in ophiolite-hosted VMS systems","year":2009,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Ocean Networks Canada Society; University of Victoria","funders":"British Geological Survey; University of Leicester; Institute of Materials, Minerals and Mining","keywords":"Nucleofection; Fusible alloy; Articular cartilage damage; Liquation; Diafiltration; TSG101","score_opus":0.09709726526938105,"score_gpt":0.3258147407271382,"score_spread":0.2287174754577571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029046373","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":[0.34263548,0.069560036,0.0009279124,0.009021455,0.0025189845,0.111371666,0.028166842,0.0013787292,0.4344189],"genre_scores_gemma":[0.59553635,0.004555034,0.0021571307,0.000025830532,0.0009361579,0.0022337635,0.0032976323,0.0019929213,0.38926515],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9422817,0.017484162,0.002163575,0.0049357074,0.027316922,0.005817891],"domain_scores_gemma":[0.987877,0.0023217034,0.0010822994,0.00506178,0.0018378278,0.0018193498],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.04758067,0.0018941533,0.003268649,0.005961393,0.0011442266,0.0023688017,0.006153159,0.000940528,0.0010578657],"category_scores_gemma":[0.008188839,0.001734105,0.0006083011,0.0032132973,0.0029082792,0.001529593,0.004974384,0.010219705,0.0013537556],"study_design_candidate":"bench_or_experimental","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":[0.0050473837,0.0014654145,0.00032043637,0.0018735662,0.0010601208,0.002932831,0.0012077997,0.0013387322,0.87623835,0.0019115173,0.10490499,0.0016988559],"study_design_scores_gemma":[0.040563773,0.007278311,0.014179456,0.019154826,0.0006690978,0.00045382485,0.012063095,0.09045674,0.083801374,0.0027001402,0.7174353,0.011244084],"about_ca_topic_score_codex":0.062690556,"about_ca_topic_score_gemma":0.019805968,"teacher_disagreement_score":0.79243696,"about_ca_system_score_codex":0.017221237,"about_ca_system_score_gemma":0.0043547545,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W7030127690","doi":"","title":"Mass balance of Devon Ice Cap, Canadian Arctic","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Antarctic sea ice; Snow; Glacier mass balance; Arctic ice pack; Glacier; Cryosphere; Sea ice; Arctic","score_opus":0.12667007121704132,"score_gpt":0.3620585960314377,"score_spread":0.23538852481439637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030127690","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020116089,0.008859182,0.000050146235,0.0009697641,0.00033917758,0.010584155,0.005663227,0.00012275403,0.97321045],"genre_scores_gemma":[0.03524497,0.007843381,0.0077535827,0.0001549718,0.0010859581,0.0013376529,0.0017942869,0.003330936,0.94145423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9431021,0.0073240106,0.0014388699,0.0042521614,0.035359118,0.008523694],"domain_scores_gemma":[0.9824472,0.0037190015,0.0005559714,0.0059216814,0.003365936,0.0039902],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.06689387,0.001518492,0.002007409,0.0073983804,0.0013794337,0.0009211377,0.012053257,0.0011433935,0.040422346],"category_scores_gemma":[0.01133378,0.0014199653,0.00043464833,0.003631319,0.008033925,0.0006388837,0.006347762,0.013416267,0.035796177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011443404,0.0004210569,0.0007875827,0.00068105734,0.0005654508,0.0012448844,0.00046947747,0.000047193906,0.02037093,0.0053258347,0.96498865,0.003953555],"study_design_scores_gemma":[0.0020464559,0.00076711905,0.0012372002,0.0015899659,0.000039700284,0.000035807952,0.000521869,0.00071395194,0.0005038179,0.004524504,0.9866915,0.0013281418],"about_ca_topic_score_codex":0.83364576,"about_ca_topic_score_gemma":0.7754414,"teacher_disagreement_score":0.05820434,"about_ca_system_score_codex":0.0416358,"about_ca_system_score_gemma":0.022928426,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W7033868389","doi":"","title":"SERPENT Cruise Reports 2007","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Bat Biology and Ecology 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":"National Oceanography Centre","keywords":"Serpent (symbolism); Cruise; General partnership; Ammunition; Remotely operated underwater vehicle","score_opus":0.16012701308390972,"score_gpt":0.33103093184554155,"score_spread":0.17090391876163183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033868389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004539338,0.012691146,8.0395364e-7,0.0047140713,0.00069551583,0.0051181614,0.00045385922,0.00015365584,0.97163343],"genre_scores_gemma":[0.011951801,0.044217803,0.00039462437,0.00033757958,0.0018421764,0.0013791826,0.000750267,0.00006661133,0.93906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9834417,0.0032386084,0.00068257743,0.0027391794,0.0067649125,0.0031330376],"domain_scores_gemma":[0.99516726,0.002276204,0.0002551597,0.0009341226,0.0006600307,0.0007071993],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.016231447,0.00071765995,0.001016214,0.00021031742,0.0025535945,0.00030270504,0.0032782904,0.00084539066,0.029161975],"category_scores_gemma":[0.0026831687,0.00031158153,0.0002764123,0.00067296,0.004594881,0.00021982027,0.008263428,0.0050737825,0.0054439693],"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":[0.0002869983,0.00043489368,0.0011295001,0.000029147615,0.00022532746,0.0013485451,0.0001082374,0.0000011348761,0.005076404,0.00015083974,0.97942483,0.01178413],"study_design_scores_gemma":[0.00031458202,0.0009345866,0.013693075,0.00014428592,0.000011808567,0.00012220713,0.00030399818,0.000011152156,0.000070810565,0.0016936406,0.98210543,0.0005944267],"about_ca_topic_score_codex":0.015525632,"about_ca_topic_score_gemma":0.030563138,"teacher_disagreement_score":0.032573495,"about_ca_system_score_codex":0.0021076985,"about_ca_system_score_gemma":0.000700047,"threshold_uncertainty_score":0.9999336},"labels":[],"label_agreement":null},{"id":"W7033951970","doi":"","title":"SNOMS Swire NOCS Ocean Monitoring System: Diary of the system development and installation on the MV Pacific Celebes in 2006 and 2007","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Usability and User Interface Design","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":"Tracking system; Climate system; Pacific ocean; Limiting; Data collection","score_opus":0.11950297614235542,"score_gpt":0.3091186209190205,"score_spread":0.18961564477666507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033951970","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":[0.12506856,0.011249183,0.0021686256,0.0028314618,0.0012755876,0.020598132,0.00024218598,0.00020686598,0.8363594],"genre_scores_gemma":[0.9377911,0.0011186601,0.0022553995,0.000016721764,0.00020367865,0.0002467748,0.000010707348,0.00015476451,0.05820221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865834,0.0032071401,0.00062335696,0.001367006,0.006987994,0.0012310954],"domain_scores_gemma":[0.99479645,0.0026616678,0.0001935723,0.0017925695,0.00029517608,0.00026058263],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.031515725,0.0004294745,0.00050932507,0.0006993035,0.0008400675,0.0006934835,0.003715899,0.00026052995,0.000040878364],"category_scores_gemma":[0.0007129231,0.00026183986,0.00006665847,0.00073150994,0.0013368488,0.00031806878,0.0052034026,0.0027557872,0.000076318494],"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":[0.0029340014,0.0024284925,0.03707828,0.012954453,0.0013007469,0.00093726144,0.04850639,0.001043274,0.017553315,0.14642963,0.55303746,0.17579672],"study_design_scores_gemma":[0.0028288327,0.001275366,0.05426551,0.01639857,0.000026131258,0.00007668987,0.019071756,0.023160703,0.009009947,0.0011952331,0.8707764,0.0019148535],"about_ca_topic_score_codex":0.0026822898,"about_ca_topic_score_gemma":0.00071267626,"teacher_disagreement_score":0.8127225,"about_ca_system_score_codex":0.0035850885,"about_ca_system_score_gemma":0.001093549,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W7034040255","doi":"","title":"Technicalities: Exploring the Labrador sea with autonomous vehicles","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Evolution and Paleontology Studies","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":"Nucleofection; TSG101; Gestational period; Articular cartilage damage; Hyporeflexia; Diafiltration","score_opus":0.20414651141022574,"score_gpt":0.318091338464826,"score_spread":0.11394482705460027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034040255","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057353586,0.010370855,0.000026079013,0.011062702,0.00020594068,0.0038809555,0.0009914093,0.00016958587,0.97271895],"genre_scores_gemma":[0.0708978,0.03037848,0.004395256,0.00083389314,0.0016493384,0.0010771495,0.00068690145,0.00034332703,0.88973784],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843306,0.003179826,0.00041206618,0.0016479951,0.008335828,0.0020936758],"domain_scores_gemma":[0.9943416,0.0031975417,0.00012971976,0.0014395985,0.00027426457,0.00061724253],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.010059855,0.0005578699,0.0006957409,0.00037965557,0.0019211641,0.00064752984,0.004148341,0.00021292342,0.009757032],"category_scores_gemma":[0.0014003887,0.00032578266,0.00012996739,0.0007600968,0.0053845006,0.00033678874,0.0015510778,0.0052514565,0.0038537413],"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":[0.0005561192,0.000065406326,0.006021408,0.00012371667,0.0003188369,0.00028946562,0.0011387418,0.000067621106,0.000030973355,0.00080794754,0.9636282,0.026951618],"study_design_scores_gemma":[0.00055787235,0.000761627,0.034512255,0.00022143555,0.000017438217,0.000019778165,0.0020871318,0.0006456529,0.000008001129,0.00089579885,0.9598432,0.00042980417],"about_ca_topic_score_codex":0.057290383,"about_ca_topic_score_gemma":0.27219638,"teacher_disagreement_score":0.214906,"about_ca_system_score_codex":0.0004430285,"about_ca_system_score_gemma":0.0018557227,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W7034396902","doi":"","title":"Three-dimensional gravity modelling of the Labrador Sea : Baffin Bay region","year":2013,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Mycorrhizal Fungi and Plant Interactions","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":"Bay; Continental margin; Margin (machine learning); Continental shelf; Marine geology","score_opus":0.1239599475667772,"score_gpt":0.28582403236579434,"score_spread":0.16186408479901715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034396902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032150496,0.009880033,0.00019593602,0.011307019,0.001237795,0.017238172,0.012629178,0.00017164204,0.91518974],"genre_scores_gemma":[0.056787435,0.01034282,0.0014693452,0.00018251353,0.0014555424,0.0008771643,0.0026455782,0.00009993487,0.92613965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.986824,0.002079405,0.00048593892,0.0013326525,0.0078071062,0.0014709267],"domain_scores_gemma":[0.9923893,0.005514515,0.00023300768,0.00079329737,0.00064301904,0.00042685916],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0064690663,0.0004655852,0.0005816366,0.00014429296,0.0011017827,0.0003825015,0.0038004406,0.00037622487,0.02896532],"category_scores_gemma":[0.0011519187,0.0001751562,0.0003014941,0.000743985,0.00054908777,0.00025663144,0.004311842,0.003871583,0.0031835304],"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":[0.0002495966,0.00026842952,0.0005733598,0.000048419508,0.00008207061,0.000026905762,0.000044555003,0.0002166993,0.011845372,0.0020056616,0.972299,0.012339926],"study_design_scores_gemma":[0.00015572183,0.00033845747,0.0012918698,0.000649676,0.000012979324,0.000022860791,0.00008116595,0.009271483,0.0002081268,0.0067019626,0.9808805,0.00038519973],"about_ca_topic_score_codex":0.14039709,"about_ca_topic_score_gemma":0.043668166,"teacher_disagreement_score":0.09672892,"about_ca_system_score_codex":0.0009036811,"about_ca_system_score_gemma":0.0004960072,"threshold_uncertainty_score":0.9984265},"labels":[],"label_agreement":null},{"id":"W7034710623","doi":"","title":"Uranium occurrence and behaviour in British groundwater","year":2006,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Anesthesia and Sedative Agents","field":"Medicine","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":"Natural Environment Research Council; Department for International Development; British Geological Survey; Drinking Water Inspectorate; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Limiting; Work (physics); Filter (signal processing); Table (database)","score_opus":0.11062994794076639,"score_gpt":0.3576609351943835,"score_spread":0.24703098725361713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034710623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03668142,0.011559222,0.00003681414,0.0019831136,0.00021814245,0.01338309,0.0007778592,0.00010837554,0.93525195],"genre_scores_gemma":[0.06409179,0.01073355,0.0011027886,0.0001822497,0.00053889846,0.0009646016,0.0013388338,0.00047300174,0.9205743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9840937,0.001985245,0.0005442113,0.0020755914,0.009104051,0.002197177],"domain_scores_gemma":[0.9967786,0.000581892,0.000102742124,0.0012308845,0.00062767114,0.000678206],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010029247,0.00052577554,0.00097597303,0.0009277354,0.00043181545,0.00069054903,0.0014728471,0.0004299624,0.0029470776],"category_scores_gemma":[0.0011769953,0.00049827964,0.00013221777,0.0005489395,0.002663038,0.00029142172,0.0028283491,0.005095124,0.0007863411],"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":[0.00041418447,0.00088217104,0.02248161,0.0002615384,0.00007482657,0.0033781498,0.00017598554,6.8199665e-7,0.00062629353,0.000096719945,0.9630793,0.00852858],"study_design_scores_gemma":[0.0025620905,0.000859267,0.12799248,0.0011685947,0.000023605106,0.00014109387,0.00028396022,0.000055372933,0.000035813042,0.00045142072,0.86593276,0.00049350836],"about_ca_topic_score_codex":0.079326585,"about_ca_topic_score_gemma":0.04003245,"teacher_disagreement_score":0.105510876,"about_ca_system_score_codex":0.0027774249,"about_ca_system_score_gemma":0.0015934949,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W7035955237","doi":"","title":"Additional soil gas monitoring at the Weyburn unit 2003 task 2.8 report","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Task (project management); Soil water; Soil gas; Petroleum; Unit (ring theory); Task group","score_opus":0.06785525250243807,"score_gpt":0.34950452880840094,"score_spread":0.28164927630596287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035955237","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027305423,0.005527162,0.00007178087,0.0006894693,0.000112845686,0.0035595703,0.003299716,0.000044527773,0.9864219],"genre_scores_gemma":[0.0003781018,0.013467156,0.0020155332,0.000101807665,0.0011858203,0.0022121058,0.014719818,0.000558497,0.9653612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97979736,0.0040736077,0.00073243125,0.0026222677,0.010685011,0.0020893281],"domain_scores_gemma":[0.9923212,0.0006578004,0.0003419936,0.0044592195,0.0016764662,0.00054331834],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01865477,0.00070631783,0.0006555481,0.0004940609,0.0013136496,0.00064872624,0.0039928486,0.0005500003,0.077598944],"category_scores_gemma":[0.008984741,0.00052881974,0.00032725424,0.0008172326,0.0029420916,0.000028547087,0.008057074,0.0037384434,0.0022426818],"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":[0.00016651317,0.00017912097,0.00007690572,0.00003323503,0.00036923165,0.0004889488,0.000023471217,0.000009566649,0.06353933,0.00003389212,0.9323006,0.002779135],"study_design_scores_gemma":[0.00040672804,0.00030981228,0.00011142291,0.00018278656,0.000026294549,0.00014351592,0.00011620128,0.000028501829,0.011542461,0.0003710639,0.9862093,0.00055194035],"about_ca_topic_score_codex":0.002684793,"about_ca_topic_score_gemma":0.0038762337,"teacher_disagreement_score":0.07535626,"about_ca_system_score_codex":0.0021885657,"about_ca_system_score_gemma":0.0033258873,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W7036068123","doi":"","title":"Air Pollutant and Deposition Monitoring Networks in Alberta; A Review and Recommendations for Potential Future Networks","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Proteogenomics; Triacetin; Liquation; Hyporeflexia","score_opus":0.0718759520022155,"score_gpt":0.34617294221446,"score_spread":0.2742969902122445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036068123","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":[0.0018991103,0.8941716,0.0026636955,0.025403462,0.00094826485,0.025458932,0.00078301877,0.000046597765,0.048625346],"genre_scores_gemma":[0.017233437,0.9049023,0.0034750402,0.0001927709,0.0015823608,0.0024883463,0.000659995,0.00023378312,0.06923201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522626,0.0008797378,0.00036222284,0.0012701488,0.0011623638,0.0010992856],"domain_scores_gemma":[0.99858505,0.00021309864,0.00010613887,0.0006350607,0.00019843885,0.00026222647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033915965,0.00039169207,0.0005259614,0.00021788229,0.0007024606,0.00013285036,0.00063975685,0.00035857232,0.0000771175],"category_scores_gemma":[0.0002974556,0.00034503936,0.00009621375,0.00020168234,0.000739448,0.000024096295,0.0022660305,0.0015563446,0.0000056673885],"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":[0.00057039724,0.00025268074,0.00069990347,0.00047605514,0.00027783183,0.00005829811,0.00009274074,0.00006842835,0.0022111826,0.00006320844,0.9387286,0.056500718],"study_design_scores_gemma":[0.0011241344,0.00060471933,0.002102094,0.0011518782,0.000050587034,0.000050532035,0.00019150351,0.00033636126,0.000072798925,0.000041990927,0.9938205,0.00045288255],"about_ca_topic_score_codex":0.0035801188,"about_ca_topic_score_gemma":0.005229273,"teacher_disagreement_score":0.05604784,"about_ca_system_score_codex":0.00044480598,"about_ca_system_score_gemma":0.0003403728,"threshold_uncertainty_score":0.99990016},"labels":[],"label_agreement":null},{"id":"W7036213512","doi":"","title":"Best available scientific information on the effects of deposition of heavy metals from long-range atmospheric transport","year":2006,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Advanced Text Analysis Techniques","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":"Deposition (geology); Heavy metals; Air pollution; Atmosphere (unit); Pollution","score_opus":0.0505802275379201,"score_gpt":0.30473740211399536,"score_spread":0.25415717457607523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036213512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059567373,0.012699324,0.15298577,0.0012827627,0.00053818914,0.021030087,0.0010044608,0.00032099313,0.8041817],"genre_scores_gemma":[0.16308805,0.010764967,0.16126686,0.00017013976,0.0004056439,0.003869604,0.0019765543,0.0006850329,0.65777314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814067,0.0021701627,0.0008301292,0.0013459577,0.013027409,0.0012196423],"domain_scores_gemma":[0.992224,0.0026781699,0.000500968,0.0034163308,0.0009459753,0.0002345873],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.011563132,0.0004942705,0.0008500299,0.00052698294,0.00066038396,0.000615124,0.006641552,0.000262827,0.0006245755],"category_scores_gemma":[0.0011423437,0.00035211694,0.00029029566,0.0017935757,0.0024879458,0.0013725847,0.0025076994,0.002176295,0.00067476026],"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":[0.0004495687,0.001390543,0.00030758005,0.0008887422,0.0005670452,0.000110292494,0.0008422519,0.00023080377,0.0284622,0.008406636,0.92682284,0.0315215],"study_design_scores_gemma":[0.0020680306,0.0031182852,0.002811332,0.003939868,0.00013387656,0.000005886312,0.0001356106,0.012870493,0.064712256,0.016961042,0.8919039,0.00133943],"about_ca_topic_score_codex":0.019895481,"about_ca_topic_score_gemma":0.003564708,"teacher_disagreement_score":0.15713131,"about_ca_system_score_codex":0.0017018898,"about_ca_system_score_gemma":0.0012310897,"threshold_uncertainty_score":0.99989307},"labels":[],"label_agreement":null},{"id":"W7036946353","doi":"","title":"DECOVALEX-2019 project: Task A - modElliNg Gas INjection ExpERiments (ENGINEER)","year":2018,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Eidgenössisches Nuklearsicherheitsinspektorat; Institut de Radioprotection et de SÛreté Nucléaire; Korea Atomic Energy Research Institute; Japan Atomic Energy Agency; Nuclear Waste Management Organization; U.S. Department of Energy","keywords":"Work (physics); Carbon oxide; Cabin pressurization; Limiting; Flow (mathematics); Production (economics)","score_opus":0.1459663272095653,"score_gpt":0.3443786947259898,"score_spread":0.19841236751642452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036946353","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035741732,0.004838499,0.00018818318,0.00049534894,0.000807713,0.0077248854,0.0006331404,0.00016477102,0.9815733],"genre_scores_gemma":[0.011388035,0.01152492,0.0044292,0.0000843858,0.001820282,0.00052014645,0.002546097,0.00030558123,0.96738136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97980714,0.0043045087,0.0006708902,0.0028235584,0.008535736,0.0038581525],"domain_scores_gemma":[0.9946466,0.001663247,0.0001861162,0.0020003282,0.00070343306,0.0008002588],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.02353477,0.0008073196,0.0009276295,0.0018441522,0.0017266602,0.00075342995,0.0046965866,0.000916505,0.053068247],"category_scores_gemma":[0.00150811,0.000657646,0.00021297582,0.0010883327,0.003510719,0.0005071852,0.0027987494,0.0052848333,0.02232495],"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":[0.0011946326,0.00023505822,0.0054229987,0.00012889608,0.00031466858,0.00019064204,0.00034856136,0.000672046,0.00017108073,0.00013168062,0.98292345,0.008266299],"study_design_scores_gemma":[0.0010722011,0.002114139,0.0020501602,0.00020470096,0.000014627363,0.000052708427,0.00028278294,0.037054133,0.000039169343,0.002173636,0.9542037,0.0007380454],"about_ca_topic_score_codex":0.07610965,"about_ca_topic_score_gemma":0.025785677,"teacher_disagreement_score":0.050323974,"about_ca_system_score_codex":0.0010723163,"about_ca_system_score_gemma":0.0035785872,"threshold_uncertainty_score":0.9995875},"labels":[],"label_agreement":null},{"id":"W7037169338","doi":"","title":"Cross borehole electromagnetic tomography : scoping study and literature review","year":2005,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; Department for International Development; British Geological Survey","keywords":"Electrical resistivity tomography; Borehole; Tomography; Resistive touchscreen; Electromagnetic field; Electromagnetic radiation","score_opus":0.08517785271489313,"score_gpt":0.398326805491063,"score_spread":0.31314895277616983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037169338","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007611757,0.47861776,0.0000021424746,0.00091523776,0.00010811123,0.029852249,0.0012058237,0.0002393516,0.48829815],"genre_scores_gemma":[0.0013958416,0.3885728,0.002055578,0.00022414961,0.0010962527,0.0054548234,0.0007745661,0.0022889958,0.59813696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94512635,0.012908599,0.0014260369,0.0057872846,0.028760213,0.0059915283],"domain_scores_gemma":[0.98833096,0.0020397373,0.00044338437,0.0054778415,0.001844271,0.0018637883],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.056352362,0.0017975875,0.0023492577,0.0032946256,0.002094892,0.004726438,0.008050897,0.0006740277,0.015981978],"category_scores_gemma":[0.0052948776,0.0015218686,0.00042199428,0.004252402,0.005602385,0.0010927089,0.014178509,0.01454977,0.006137101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086804543,0.0018371142,0.000380596,0.005200114,0.0005934374,0.0017073533,0.00094947405,0.0000025978627,0.0037198483,0.00022167692,0.9628674,0.021652369],"study_design_scores_gemma":[0.0033194732,0.0035714887,0.002970663,0.0445793,0.000088866575,0.0001294247,0.00024347022,0.000072297626,0.00003799501,0.0004236362,0.9429837,0.0015797208],"about_ca_topic_score_codex":0.0041090134,"about_ca_topic_score_gemma":0.009550578,"teacher_disagreement_score":0.10983881,"about_ca_system_score_codex":0.005531419,"about_ca_system_score_gemma":0.0037710841,"threshold_uncertainty_score":0.9994769},"labels":[],"label_agreement":null},{"id":"W7037945590","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: October 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.08961738144189066,"score_gpt":0.30338283377509156,"score_spread":0.2137654523332009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037945590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054828324,0.020502878,0.00027913865,0.001760875,0.0003519773,0.004090926,0.0008095007,0.0003166211,0.9718332],"genre_scores_gemma":[0.002368976,0.016402343,0.001870647,0.00009574779,0.0011329465,0.0014015163,0.00028682643,0.0012262418,0.9752148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97901636,0.0020104835,0.0007644412,0.0020161655,0.012867962,0.0033245597],"domain_scores_gemma":[0.9940054,0.0011987773,0.00010380606,0.0028754296,0.00062023243,0.0011963915],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.012068372,0.0009992274,0.0011854288,0.0011833357,0.0006098165,0.00074292714,0.0049170763,0.00062402483,0.06789249],"category_scores_gemma":[0.000914388,0.0007743016,0.000387396,0.00062140403,0.0019085064,0.00026342328,0.003415122,0.0047371774,0.025297815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017215371,0.0001461619,0.000058197944,0.00019896831,0.0003254135,0.00027486932,0.000120282086,0.000098818404,0.004470324,0.0003264589,0.9815851,0.012223285],"study_design_scores_gemma":[0.0010525348,0.0003916214,0.00033932246,0.00043683295,0.000039857572,0.0000039228994,0.00006722234,0.0020859875,0.00009600455,0.0012511488,0.99329144,0.0009441157],"about_ca_topic_score_codex":0.007629601,"about_ca_topic_score_gemma":0.004769467,"teacher_disagreement_score":0.042594675,"about_ca_system_score_codex":0.005197556,"about_ca_system_score_gemma":0.0010973908,"threshold_uncertainty_score":0.9994708},"labels":[],"label_agreement":null},{"id":"W7037991278","doi":"","title":"Groundwater impact of Danescourt Cemetery, Wolverhampton","year":2001,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Department for International Development; Queen's University; British Geological Survey","keywords":"Geological survey; Groundwater; Agency (philosophy); Natural (archaeology); Memorandum; Human health","score_opus":0.20530735995534935,"score_gpt":0.3480884025912668,"score_spread":0.14278104263591743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037991278","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072303414,0.0024831204,0.0000073387546,0.00082914974,0.00021128633,0.00486823,0.0017267811,0.000088481975,0.9174822],"genre_scores_gemma":[0.13410585,0.012548088,0.0008278871,0.0000613752,0.001559274,0.00058416504,0.0013746121,0.000108825065,0.8488299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98398983,0.0017025165,0.0006267077,0.0018548773,0.00924757,0.0025784709],"domain_scores_gemma":[0.9962234,0.0012791957,0.00023952298,0.0008859233,0.00063521095,0.0007367392],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.010550709,0.00070111844,0.00102287,0.00029187682,0.00066781574,0.00059937977,0.0041284002,0.00047638296,0.055185378],"category_scores_gemma":[0.00057959394,0.00028789465,0.0005329377,0.00086859125,0.0016415964,0.0003288809,0.0047425674,0.0030945765,0.0009447544],"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":[0.00040892453,0.0006656903,0.0024587435,0.00005734006,0.00022677811,0.00013439781,0.00011788284,0.000005507172,0.1314744,0.00008571264,0.8411295,0.023235125],"study_design_scores_gemma":[0.0005644515,0.0022845943,0.005232673,0.00039182894,0.000014906672,0.000023487632,0.00018418845,0.000079446756,0.0007094651,0.0014666377,0.9884408,0.0006074954],"about_ca_topic_score_codex":0.033891525,"about_ca_topic_score_gemma":0.014061977,"teacher_disagreement_score":0.14731133,"about_ca_system_score_codex":0.00271581,"about_ca_system_score_gemma":0.00062171416,"threshold_uncertainty_score":0.9999573},"labels":[],"label_agreement":null},{"id":"W7038399885","doi":"","title":"The impact of surface flux anomalies on the mid-high latitude Atlantic Ocean Circulation in HADCM3. RAPID Project – The Role of Air-Sea Forcing in Causing Rapid&#13;\\nChanges in the North Atlantic Thermohaline Circulation&#13;\\nReport No. 1","year":2005,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Heat Transfer and Numerical Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council","keywords":"Thermohaline circulation; HadCM3; North Atlantic Deep Water; Forcing (mathematics); Heat flux; Shutdown of thermohaline circulation; Atlantic Equatorial mode; Convection","score_opus":0.07704263911801518,"score_gpt":0.33521080344160764,"score_spread":0.25816816432359246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038399885","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":[0.93611497,0.0044151535,0.00010832797,0.0009995158,0.0000970268,0.009234064,0.00015747073,0.000039172446,0.04883433],"genre_scores_gemma":[0.9928555,0.005354875,0.00018815587,0.000018365898,0.00018712542,0.00026267004,0.00014487817,0.00022005914,0.0007683909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.98565507,0.0059087602,0.0009981216,0.00081046234,0.0050689075,0.0015586715],"domain_scores_gemma":[0.99152994,0.006340114,0.00014556923,0.0016031049,0.00026408548,0.000117200616],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023357315,0.0005724151,0.00081902684,0.00061562797,0.00043771835,0.00022081945,0.0021002004,0.00023415158,0.00041057882],"category_scores_gemma":[0.0016421988,0.00028301743,0.00024035796,0.0014315031,0.001126939,0.00020764001,0.00052615174,0.0034249106,0.0000267773],"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":[0.0021425488,0.0012483641,0.2934199,0.0010117566,0.0011162139,0.00025889126,0.01825732,0.5994525,0.027043598,0.00052193867,0.017052956,0.03847403],"study_design_scores_gemma":[0.0016533419,0.0006638958,0.84454745,0.0012656034,0.00003223832,0.000020774813,0.0016592579,0.12553853,0.00037234096,0.00091593433,0.022607025,0.00072363287],"about_ca_topic_score_codex":0.09619351,"about_ca_topic_score_gemma":0.05750584,"teacher_disagreement_score":0.5511275,"about_ca_system_score_codex":0.0018488831,"about_ca_system_score_gemma":0.0008603779,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W7038632041","doi":"","title":"IUKWC Open Network members’ survey: summary report","year":2020,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Grassroots; Publication; Usability; Plan (archaeology); Quarter (Canadian coin); Yardstick; Collation","score_opus":0.27817128682660475,"score_gpt":0.4073640509729914,"score_spread":0.12919276414638664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038632041","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004033647,0.0076148007,0.000032919947,0.0038818477,0.0007618335,0.02570266,0.0066303876,0.0004232156,0.954912],"genre_scores_gemma":[0.00071992556,0.011169028,0.008151953,0.0003834573,0.003316811,0.0047523305,0.012491854,0.0058348137,0.95317984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.88743925,0.037464894,0.0023683289,0.010152397,0.051990274,0.01058485],"domain_scores_gemma":[0.972366,0.008629408,0.0011627738,0.010802957,0.0025407567,0.0044981437],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.17422944,0.002525084,0.0037662382,0.0018350912,0.0032353606,0.007160108,0.033367164,0.0014038231,0.04971461],"category_scores_gemma":[0.027957859,0.0022878964,0.00065806304,0.005117695,0.0080151325,0.0017043444,0.09143613,0.021762934,0.05518171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0043674204,0.0008002218,0.0009965794,0.00028133666,0.0014066262,0.010224776,0.00033904033,0.00016833897,0.0013168944,0.0012582806,0.9756207,0.003219808],"study_design_scores_gemma":[0.0032261366,0.0011466191,0.0034340923,0.001402695,0.00006132558,0.00017378239,0.00026944224,0.0009198947,0.000038681173,0.0034967978,0.98347336,0.0023572007],"about_ca_topic_score_codex":0.17100051,"about_ca_topic_score_gemma":0.12653224,"teacher_disagreement_score":0.14627159,"about_ca_system_score_codex":0.018811313,"about_ca_system_score_gemma":0.019137572,"threshold_uncertainty_score":0.9998926},"labels":[],"label_agreement":null},{"id":"W7039424227","doi":"","title":"Mapping hydrate stability zones offshore Scotland","year":2009,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Geology and Paleoclimatology Research","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":"","keywords":"Methane; Submarine pipeline; Hydrate; Carbon dioxide; Seabed; Natural gas; Clathrate hydrate","score_opus":0.137910006477245,"score_gpt":0.31874071055234043,"score_spread":0.18083070407509544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039424227","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007004689,0.012047417,0.000026192594,0.0031660567,0.00033037498,0.005608938,0.0007489008,0.0001367675,0.97093064],"genre_scores_gemma":[0.16750081,0.023002684,0.003929352,0.000295177,0.0012501501,0.0002778045,0.0030092269,0.00032391204,0.80041087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9702658,0.009153353,0.00081143744,0.00318326,0.011920879,0.0046652607],"domain_scores_gemma":[0.9912786,0.003660557,0.00021898109,0.002797246,0.0007699413,0.0012747037],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.03728626,0.00090750045,0.0013486346,0.00160516,0.0020395569,0.00089634594,0.0061457753,0.0009641784,0.06070734],"category_scores_gemma":[0.0031426174,0.0007246827,0.0002629574,0.001342023,0.0063029793,0.0004941404,0.0021652638,0.009419728,0.015510931],"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":[0.0009459193,0.0003025064,0.26346633,0.00031395737,0.00028103575,0.0009342791,0.0006803634,0.000046341214,0.00012800668,0.00034597286,0.71874976,0.013805564],"study_design_scores_gemma":[0.0012269645,0.0009892264,0.10165783,0.0004024787,0.000013032158,0.00007240549,0.0007277565,0.0012843175,0.000036174275,0.010866672,0.8818423,0.0008808247],"about_ca_topic_score_codex":0.017263195,"about_ca_topic_score_gemma":0.11127106,"teacher_disagreement_score":0.17051977,"about_ca_system_score_codex":0.00032617495,"about_ca_system_score_gemma":0.0034851083,"threshold_uncertainty_score":0.9995204},"labels":[],"label_agreement":null},{"id":"W7039534137","doi":"","title":"Model metadata summary report for the Ipswich-Sudbury LithoFrame 10-50 Model","year":2013,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Metadata; Product (mathematics); Work (physics); Metadata modeling; Data modeling; Point (geometry)","score_opus":0.2903907481148965,"score_gpt":0.40145193989969086,"score_spread":0.11106119178479434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039534137","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026055424,0.021730503,0.017989676,0.0061619068,0.00033579496,0.0421021,0.014517836,0.00046841925,0.8966677],"genre_scores_gemma":[0.00022366826,0.013410994,0.040979985,0.0002722727,0.0012582876,0.019653361,0.006408526,0.004314842,0.9134781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93600637,0.0060963603,0.0021704126,0.007209341,0.040075205,0.008442303],"domain_scores_gemma":[0.96700823,0.009847461,0.0010126885,0.015683066,0.003941611,0.00250692],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.09490714,0.0023913684,0.0026075495,0.0023690215,0.0037106152,0.005581666,0.022345014,0.0014267662,0.010950325],"category_scores_gemma":[0.018742055,0.0016786704,0.0010689725,0.0016063169,0.009107994,0.0027850408,0.030345814,0.0149883395,0.016497582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0023417294,0.00085563207,0.000005749741,0.00038861242,0.001526098,0.00037626078,0.00030165745,0.0069591543,0.010318006,0.008061665,0.96418595,0.004679495],"study_design_scores_gemma":[0.0015655181,0.00036754605,0.000017186325,0.00041848604,0.00012936398,0.000055810728,0.000206642,0.34537166,0.000046155063,0.013914669,0.6366895,0.0012174753],"about_ca_topic_score_codex":0.02647462,"about_ca_topic_score_gemma":0.006904272,"teacher_disagreement_score":0.3384125,"about_ca_system_score_codex":0.01360313,"about_ca_system_score_gemma":0.01617654,"threshold_uncertainty_score":0.9998696},"labels":[],"label_agreement":null},{"id":"W7040935314","doi":"","title":"Diatoms in Ottawa","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","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":"Fishing; Feature (linguistics); Shore; Perspective (graphical)","score_opus":0.08682878835458686,"score_gpt":0.34320339389758964,"score_spread":0.2563746055430028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040935314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025340283,0.0011614573,0.0005948015,0.000875058,0.00014061177,0.005111262,0.0007525168,0.000057051686,0.9910538],"genre_scores_gemma":[0.11035237,0.00072773616,0.0019721007,0.000025109188,0.0018999642,0.0022381267,0.0004627876,0.00081690255,0.8815049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9746198,0.0038546366,0.0008062699,0.0028653485,0.013228932,0.0046249772],"domain_scores_gemma":[0.99357617,0.0019110491,0.0001975144,0.0026407444,0.0005080483,0.0011664645],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013436346,0.00093155354,0.0012158775,0.0014946962,0.0007875234,0.00103694,0.005946616,0.00032487605,0.055470195],"category_scores_gemma":[0.0006317317,0.00081432034,0.00035106993,0.0013900698,0.00288917,0.0005062718,0.007929885,0.010475791,0.013360653],"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":[0.00016584144,0.0011910133,0.0014316582,0.000047447098,0.00017357239,0.00013758498,0.00020672,0.000036292353,0.00050353404,0.00807872,0.88249534,0.10553225],"study_design_scores_gemma":[0.0018801482,0.0004285753,0.0008675073,0.0004651628,0.000008822981,9.78845e-7,0.00051178376,0.0010696307,0.00017799938,0.005711194,0.98809826,0.0007799331],"about_ca_topic_score_codex":0.027540023,"about_ca_topic_score_gemma":0.001405776,"teacher_disagreement_score":0.110098965,"about_ca_system_score_codex":0.0033969048,"about_ca_system_score_gemma":0.0023484402,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W7041164342","doi":"","title":"ATES national tool","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Aquifer; Bedrock; Geothermal gradient; Groundwater; Alluvium; Geothermal energy; Permian","score_opus":0.2686291724220024,"score_gpt":0.4155918580644428,"score_spread":0.14696268564244042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041164342","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009705395,0.0029531098,0.0000118731805,0.0018989978,0.00045406993,0.010862338,0.005708652,0.0010709008,0.976943],"genre_scores_gemma":[0.0017433922,0.009049749,0.0023994867,0.00010301336,0.0020976753,0.004879679,0.0013299299,0.007082031,0.971315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9174574,0.007867932,0.0011452091,0.004850567,0.06252066,0.0061582015],"domain_scores_gemma":[0.98320436,0.0076077334,0.00037044668,0.00404338,0.0033822274,0.0013918735],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.08394092,0.0014353303,0.0014981942,0.004047108,0.002078502,0.0025123477,0.011159662,0.0008935959,0.032854047],"category_scores_gemma":[0.026341934,0.001272921,0.00047565426,0.003169808,0.0065395846,0.0009926677,0.020245291,0.012552832,0.25729296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00079509924,0.0005861634,0.00008393522,0.0001752555,0.0006051264,0.00056853384,0.00030133108,0.000054316883,0.0064832126,0.009814401,0.9743104,0.0062222397],"study_design_scores_gemma":[0.0020616646,0.0005536522,0.0010300932,0.0008468409,0.000019917963,0.000023161067,0.00028241536,0.00087417883,0.00013231196,0.018206963,0.9746364,0.0013323987],"about_ca_topic_score_codex":0.022656027,"about_ca_topic_score_gemma":0.02545345,"teacher_disagreement_score":0.22443889,"about_ca_system_score_codex":0.028434109,"about_ca_system_score_gemma":0.011746426,"threshold_uncertainty_score":0.99983966},"labels":[],"label_agreement":null},{"id":"W7042232166","doi":"","title":"Penobscottian type accretionary tectonics in southern Britain [abstract only]","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Ordovician; Gondwana; Laurentia; Diachronous; Continental margin; Tectonics; Inversion (geology); Plate tectonics; Passive margin","score_opus":0.16499297704623264,"score_gpt":0.3705585177721303,"score_spread":0.20556554072589764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042232166","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003118912,0.013620446,0.00000455699,0.0012108836,0.00029386935,0.012620659,0.0037189906,0.00031521323,0.9650965],"genre_scores_gemma":[0.01824652,0.022670692,0.0029134233,0.00010253777,0.0011239478,0.0013555508,0.0028060342,0.004158543,0.9466227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94595736,0.00808756,0.0014887393,0.0050804922,0.032607235,0.006778613],"domain_scores_gemma":[0.98745793,0.003381761,0.0004622122,0.00531938,0.00163297,0.0017457276],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.042335764,0.0017144219,0.0019265544,0.0043890504,0.0015603834,0.0012948614,0.0111938985,0.0013139654,0.037403326],"category_scores_gemma":[0.008834523,0.0016211433,0.00043414236,0.003381309,0.0068763252,0.0008069488,0.013186069,0.019265104,0.09706327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0025355574,0.0015425988,0.0005870774,0.00025663883,0.00034698742,0.0035709478,0.0016617457,0.000105197985,0.0086988425,0.0006998241,0.9710586,0.008936003],"study_design_scores_gemma":[0.0029855908,0.00093749067,0.004124602,0.0013107702,0.000017572489,0.0001651608,0.0018877164,0.00037926278,0.000047480444,0.0020721378,0.98441714,0.001655071],"about_ca_topic_score_codex":0.07850446,"about_ca_topic_score_gemma":0.07535821,"teacher_disagreement_score":0.059659947,"about_ca_system_score_codex":0.022371726,"about_ca_system_score_gemma":0.02191008,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W7042238989","doi":"","title":"Potential risks of induced seismicity from high volume hydraulic fracturing of shales in Northern Ireland","year":2021,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Induced seismicity; Hydraulic fracturing; Oil shale; Slip (aerodynamics); Magnitude (astronomy); Fluid pressure; Permeability (electromagnetism); Fault (geology); Northern ireland; Pore water pressure","score_opus":0.17525347733987584,"score_gpt":0.3708254493884655,"score_spread":0.19557197204858967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042238989","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":[0.7580529,0.009193186,0.00004294809,0.0007474026,0.00032214515,0.009255243,0.0064824633,0.00008783353,0.2158159],"genre_scores_gemma":[0.9202292,0.004024636,0.0013479764,0.000027021035,0.00060773286,0.00058546854,0.0023282948,0.0014478912,0.06940179],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9576705,0.009551563,0.0017797824,0.003629007,0.02390142,0.003467726],"domain_scores_gemma":[0.9901251,0.0024397166,0.00090412813,0.0041446313,0.0014861452,0.0009002383],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.021978218,0.0012052095,0.0025717986,0.0027003721,0.0004673779,0.00043538533,0.007044606,0.0010877668,0.01329269],"category_scores_gemma":[0.004923204,0.0011278682,0.00047629196,0.0019171209,0.0038431284,0.0004704822,0.013136783,0.011145539,0.0017311681],"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":true,"study_design_scores_codex":[0.010085829,0.0062767263,0.0460392,0.0018533166,0.003307825,0.004127725,0.0037918286,0.003969703,0.5311752,0.00020149334,0.36177197,0.027399182],"study_design_scores_gemma":[0.013175418,0.0026313367,0.4558175,0.008070348,0.00014542082,0.00003347844,0.0027636767,0.0065957946,0.017316334,0.00854523,0.48150662,0.0033988752],"about_ca_topic_score_codex":0.4971961,"about_ca_topic_score_gemma":0.17804827,"teacher_disagreement_score":0.51385885,"about_ca_system_score_codex":0.007597331,"about_ca_system_score_gemma":0.0061508347,"threshold_uncertainty_score":0.99948335},"labels":[],"label_agreement":null},{"id":"W7043099194","doi":"","title":"The Scottish Polar explorer William Speirs Bruce (1867–1921) and his thwarted ambitions in the Falkland Islands Dependencies","year":2023,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Longitude; Nova scotia; Whaling; Latitude; George (robot); North pole; Nautical mile; Section (typography)","score_opus":0.14711264510760752,"score_gpt":0.35309540231794456,"score_spread":0.20598275721033704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043099194","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065173465,0.027433354,0.000023704539,0.0115949,0.00070726615,0.028071487,0.00838617,0.00072756043,0.91653824],"genre_scores_gemma":[0.07643256,0.10367312,0.0005988552,0.00032011792,0.0016163342,0.009018156,0.0012784919,0.004921367,0.802141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9520178,0.012535201,0.0011041601,0.0033625257,0.025632307,0.005348047],"domain_scores_gemma":[0.98230386,0.011106743,0.00031900653,0.004549897,0.00082372886,0.0008967612],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","open_science","insufficient_payload"],"category_scores_codex":[0.061339486,0.0012708573,0.0011944497,0.0019366591,0.004209903,0.004212812,0.009349015,0.0006346766,0.0021687187],"category_scores_gemma":[0.009938787,0.0007863867,0.0003089195,0.0029456513,0.009462558,0.0009946473,0.009725265,0.012167411,0.009114002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073120254,0.00037298247,0.0012033856,0.00010634482,0.0003508337,0.00080678577,0.0040823626,0.000012094093,0.0022482886,0.0015772732,0.98417103,0.0043374286],"study_design_scores_gemma":[0.0023448085,0.0006485485,0.020867135,0.00087302347,0.000038048427,0.00008049151,0.006686101,0.00034226847,0.00004411396,0.007706572,0.95941395,0.00095494254],"about_ca_topic_score_codex":0.039994437,"about_ca_topic_score_gemma":0.32366267,"teacher_disagreement_score":0.28366822,"about_ca_system_score_codex":0.0069007166,"about_ca_system_score_gemma":0.0031211125,"threshold_uncertainty_score":0.99945873},"labels":[],"label_agreement":null},{"id":"W7043591982","doi":"","title":"A survey of building stone and roofing slate in Falkirk town centre","year":2013,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"SLATES; Plucking; Geological survey; Table (database); Town centre; Quarter (Canadian coin); Carboniferous; City centre","score_opus":0.16375548538851062,"score_gpt":0.37567474663676365,"score_spread":0.21191926124825303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043591982","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039721545,0.028883947,0.000045809866,0.0011271611,0.0002865181,0.024840863,0.005644106,0.0002019101,0.8992481],"genre_scores_gemma":[0.16249909,0.014947139,0.00548357,0.00003370987,0.0003202771,0.0011848253,0.0009715614,0.002699218,0.8118606],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95460796,0.014007602,0.0014177349,0.0038646292,0.02097854,0.005123514],"domain_scores_gemma":[0.9875451,0.0057450095,0.00052058965,0.0033245129,0.0015355775,0.0013292463],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","open_science","insufficient_payload"],"category_scores_codex":[0.07173539,0.0012279706,0.002094055,0.003704168,0.00066107896,0.0011115851,0.0059007914,0.0007353623,0.011988744],"category_scores_gemma":[0.01213113,0.00109479,0.00018672223,0.0024904092,0.005311906,0.00082398683,0.016327463,0.009455726,0.0028907778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015887268,0.0009000515,0.0067615965,0.00058477576,0.0004710676,0.0004177448,0.001384783,0.00009634831,0.041821618,0.0013541733,0.92179227,0.022826858],"study_design_scores_gemma":[0.0062019145,0.0009877553,0.07144842,0.004243545,0.000033171076,0.000024812145,0.0009639814,0.007525604,0.0006476358,0.0028905736,0.902862,0.0021705911],"about_ca_topic_score_codex":0.27496105,"about_ca_topic_score_gemma":0.10393391,"teacher_disagreement_score":0.17102714,"about_ca_system_score_codex":0.008334211,"about_ca_system_score_gemma":0.0036177603,"threshold_uncertainty_score":0.9999254},"labels":[],"label_agreement":null},{"id":"W7045546699","doi":"","title":"Antarctic Peninsula and the Scotia Sea","year":2015,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Peninsula; Nova scotia; Plan (archaeology); Cape; Population","score_opus":0.1512449177753675,"score_gpt":0.36916587487855756,"score_spread":0.21792095710319007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045546699","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036545785,0.025213813,0.000007982818,0.004500409,0.0003033162,0.016527334,0.0029695833,0.00021688562,0.9498952],"genre_scores_gemma":[0.012524792,0.014992872,0.0016754859,0.00019541863,0.001448108,0.001997014,0.0012013215,0.0029535887,0.9630114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93170446,0.01985155,0.0010057017,0.0041980906,0.037847586,0.0053926003],"domain_scores_gemma":[0.9830158,0.00614238,0.0003966416,0.0058472697,0.0023386998,0.002259247],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.1129162,0.0014879373,0.0019497747,0.0018749344,0.0021064805,0.0031066828,0.010469178,0.0006896666,0.010224294],"category_scores_gemma":[0.0154829705,0.00097541366,0.00030752897,0.0020203046,0.023778157,0.0007749168,0.025392672,0.014481207,0.046309106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.004617693,0.00038892476,0.00017353703,0.00023702376,0.0006104956,0.0004601667,0.0012795328,0.000012159675,0.0011788064,0.0034640983,0.9857494,0.0018281087],"study_design_scores_gemma":[0.00854825,0.00068454456,0.00036323248,0.0007012696,0.00007324572,0.000118479205,0.0009676499,0.0016111219,0.0000314052,0.0131253125,0.9726999,0.0010755988],"about_ca_topic_score_codex":0.07920226,"about_ca_topic_score_gemma":0.033888467,"teacher_disagreement_score":0.09743323,"about_ca_system_score_codex":0.011001973,"about_ca_system_score_gemma":0.00946902,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W7046196252","doi":"","title":"A compilation of parameters for a krill-fishery predator model of the Scotia Sea and Antarctic Peninsula (working paper version)","year":2006,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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 Oceanography Centre","keywords":"Krill; Peninsula; Nova scotia; Antarctic krill; Stage (stratigraphy); Predator","score_opus":0.13795802994995382,"score_gpt":0.33029382548888025,"score_spread":0.19233579553892644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046196252","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08709484,0.012683261,0.00085269386,0.0031356586,0.0007758358,0.0799369,0.052278563,0.0002662711,0.762976],"genre_scores_gemma":[0.69753444,0.0035953568,0.035549406,0.00012244114,0.0004943099,0.002287116,0.00317155,0.0029236474,0.25432172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97628826,0.0038123103,0.0010173351,0.0021621222,0.014473293,0.0022466816],"domain_scores_gemma":[0.99139714,0.0035876462,0.0006708043,0.00274392,0.0011224871,0.00047802879],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01905258,0.0008054366,0.0012948255,0.0011053848,0.0008331579,0.0004187825,0.0041301856,0.0004899845,0.00044274077],"category_scores_gemma":[0.0032946493,0.0006033079,0.00041249304,0.0009990272,0.005891715,0.000565865,0.0069724903,0.0035518112,0.00017443593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004309262,0.00078719633,0.0052470076,0.0011894176,0.00061593624,0.000012649033,0.00065766514,0.003967576,0.06779862,0.0007501839,0.913268,0.0013964718],"study_design_scores_gemma":[0.010045767,0.0017909881,0.0114442,0.005214684,0.00029712648,0.000022291371,0.0007617562,0.16543555,0.0030861893,0.011971594,0.7881108,0.0018190917],"about_ca_topic_score_codex":0.0130531415,"about_ca_topic_score_gemma":0.009220303,"teacher_disagreement_score":0.6104396,"about_ca_system_score_codex":0.004044788,"about_ca_system_score_gemma":0.0032329988,"threshold_uncertainty_score":0.9997785},"labels":[],"label_agreement":null},{"id":"W7046317819","doi":"","title":"A compilation of parameters for ecosystem dynamics models of the Scotia Sea-Antarctic Peninsula region","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Krill; Peninsula; Biomass (ecology); Antarctic krill; Ecosystem; Foraging; Marine ecosystem; Nova scotia; Predator","score_opus":0.10840959380285083,"score_gpt":0.32997371189156205,"score_spread":0.22156411808871124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046317819","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031372744,0.0006095057,0.0063097975,0.0015873174,0.00026339656,0.02084931,0.005415267,0.000025646068,0.9618025],"genre_scores_gemma":[0.3431643,0.0005890201,0.0062547512,0.000024171693,0.0003977466,0.0014778347,0.0015015734,0.0006052337,0.64598536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.982911,0.002362202,0.0010309916,0.001394692,0.01053415,0.0017669455],"domain_scores_gemma":[0.99208766,0.0029157114,0.00058551534,0.002474693,0.0015541638,0.00038225827],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015326893,0.0005441806,0.0009860179,0.0011377935,0.00050366763,0.0002374327,0.0042580655,0.0002445805,0.0121866865],"category_scores_gemma":[0.0005838386,0.00040978822,0.0004578033,0.00101309,0.0018742993,0.00011287176,0.00459483,0.0026323914,0.00008922729],"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":[0.0024916558,0.0013797334,0.0030038168,0.0018349141,0.0008805822,0.000015899252,0.00063209084,0.0008999146,0.0031592082,0.038373943,0.8907773,0.05655094],"study_design_scores_gemma":[0.004786408,0.0017048987,0.0013462713,0.002483307,0.00011907776,0.00000525062,0.0023099112,0.20781073,0.0013446255,0.016487258,0.7606041,0.0009981781],"about_ca_topic_score_codex":0.028869415,"about_ca_topic_score_gemma":0.010430769,"teacher_disagreement_score":0.34002703,"about_ca_system_score_codex":0.001243058,"about_ca_system_score_gemma":0.0027529413,"threshold_uncertainty_score":0.9998354},"labels":[],"label_agreement":null},{"id":"W7046522362","doi":"","title":"Direct nitrogen deposition. Revised January 2007","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Deposition (geology); Atmosphere (unit); Current (fluid); Nitrogen; Reactive nitrogen; Relation (database)","score_opus":0.0679066649585916,"score_gpt":0.3384602733208009,"score_spread":0.2705536083622093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046522362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007515591,0.004665265,0.000291492,0.0012455254,0.00025650673,0.01030244,0.0009630402,0.00011183111,0.98208874],"genre_scores_gemma":[0.0015397142,0.003137865,0.0036182385,0.00011647585,0.0023600503,0.0022011967,0.0013596254,0.00075118913,0.9849157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9665495,0.0042860685,0.0010499929,0.0031154961,0.02048568,0.004513238],"domain_scores_gemma":[0.9903866,0.0027180745,0.0002934577,0.003580929,0.0014304888,0.0015904391],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.029708013,0.0010797859,0.0012602841,0.00249843,0.001504537,0.0014409842,0.0061129,0.0004283649,0.5509978],"category_scores_gemma":[0.0009408546,0.0009629855,0.0004544744,0.0016223864,0.0026534444,0.00017382612,0.009996639,0.007219786,0.013679599],"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":[0.00045906907,0.0007035293,0.00031179137,0.00016286103,0.0003908877,0.00023900566,0.00010430438,0.0000026081527,0.0034029142,0.0022390417,0.8965631,0.095420904],"study_design_scores_gemma":[0.001877831,0.00056729955,0.00022470066,0.0006239403,0.000034280944,0.0000045994643,0.0004949539,0.0003068525,0.00073146145,0.0017065669,0.9924882,0.0009393356],"about_ca_topic_score_codex":0.04250973,"about_ca_topic_score_gemma":0.0018534092,"teacher_disagreement_score":0.53731817,"about_ca_system_score_codex":0.0017233609,"about_ca_system_score_gemma":0.0042085876,"threshold_uncertainty_score":0.9997954},"labels":[],"label_agreement":null},{"id":"W7047229015","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: March 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.07672308877905502,"score_gpt":0.33280126931323084,"score_spread":0.2560781805341758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047229015","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000071491944,0.0040411996,0.0000712692,0.0149746705,0.00034957926,0.0110568525,0.002147059,0.00011572107,0.96717215],"genre_scores_gemma":[0.0015297865,0.0027001705,0.0018261817,0.00011269203,0.0019857325,0.0046882043,0.00072125555,0.0009893598,0.98544663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96244156,0.004817157,0.0011671911,0.0037852565,0.022403006,0.0053858324],"domain_scores_gemma":[0.9884943,0.0028827477,0.0003089559,0.0047620926,0.001667593,0.0018843376],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.024321059,0.0013311014,0.0014228052,0.0015994983,0.0014204669,0.0014113644,0.008977259,0.00048953237,0.8078228],"category_scores_gemma":[0.00095195556,0.0010599493,0.0004809393,0.00085630245,0.004057926,0.00015171156,0.015710706,0.0073007164,0.035768922],"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":[0.00045730607,0.0006270449,0.00028939307,0.00017720941,0.00024500705,0.00015629013,0.0000970253,0.0000015161099,0.003166847,0.0034382034,0.88464504,0.10669914],"study_design_scores_gemma":[0.0027676437,0.0009926928,0.0011379152,0.00066818506,0.000027494243,0.0000022077795,0.00048131734,0.0001698771,0.00008724224,0.00293558,0.9895755,0.0011543586],"about_ca_topic_score_codex":0.039728016,"about_ca_topic_score_gemma":0.003069124,"teacher_disagreement_score":0.7720539,"about_ca_system_score_codex":0.0018906891,"about_ca_system_score_gemma":0.0055894046,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W7047355938","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: July 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.10306425764029872,"score_gpt":0.34505321955909185,"score_spread":0.24198896191879313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047355938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071131816,0.0056182276,0.000042665546,0.0048803017,0.00043235827,0.004404072,0.0011411108,0.00020445652,0.98256546],"genre_scores_gemma":[0.022719726,0.0014461711,0.001971618,0.00010503333,0.0019241872,0.0020071885,0.00039081447,0.0009613902,0.96847385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821319,0.0023353891,0.0006995212,0.0026717698,0.008680056,0.0034813534],"domain_scores_gemma":[0.9933701,0.0015038383,0.00019679544,0.0033422047,0.00076342566,0.00082361884],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013214106,0.000921995,0.0010827157,0.000918032,0.0010030471,0.000587021,0.005684616,0.0005223594,0.065037906],"category_scores_gemma":[0.0007050396,0.0007178793,0.00032668698,0.00048631636,0.003268196,0.00027230018,0.006646938,0.0064703077,0.031719312],"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":[0.00008332681,0.00033966487,0.0005591288,0.000079399586,0.00026227048,0.00009383051,0.00016789319,0.0000016546733,0.002320307,0.0054821093,0.9662023,0.024408096],"study_design_scores_gemma":[0.0015124971,0.0005365362,0.00017786445,0.0004778108,0.000024644854,0.000003885333,0.001324072,0.000027152242,0.00017825986,0.010051091,0.98487365,0.00081256265],"about_ca_topic_score_codex":0.023340607,"about_ca_topic_score_gemma":0.0010120972,"teacher_disagreement_score":0.033318598,"about_ca_system_score_codex":0.0021934132,"about_ca_system_score_gemma":0.0023110786,"threshold_uncertainty_score":0.9996951},"labels":[],"label_agreement":null},{"id":"W7047439106","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: January 2016","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.10547439486040634,"score_gpt":0.32363136046803775,"score_spread":0.21815696560763143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047439106","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004213324,0.028413998,0.00054161315,0.0009887306,0.0004433449,0.0057523116,0.00051847973,0.0006218179,0.9626776],"genre_scores_gemma":[0.0011439044,0.053105574,0.008520078,0.000120900564,0.0010867297,0.003228433,0.00023028045,0.001285162,0.93127894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98255587,0.0015895277,0.00069139904,0.001920375,0.00978504,0.003457813],"domain_scores_gemma":[0.9947629,0.0010554567,0.000111033354,0.0026357612,0.00056691427,0.0008679364],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014622535,0.00097048783,0.001036427,0.0011515728,0.000580881,0.0002981816,0.004466952,0.0007208712,0.015175744],"category_scores_gemma":[0.0010861856,0.0007661286,0.00025855363,0.00038393962,0.0023485294,0.00032328255,0.0032892956,0.005308385,0.008282763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023959015,0.00012608171,0.000047389054,0.00021292892,0.00018382081,0.00018562272,0.000059192826,0.000020054586,0.016443413,0.00045480859,0.9556107,0.026416404],"study_design_scores_gemma":[0.0011863242,0.00061423006,0.00031616515,0.0007654639,0.000020374344,0.000004981902,0.00005520627,0.00011674027,0.0005865996,0.0039815647,0.9914976,0.00085475325],"about_ca_topic_score_codex":0.00091551966,"about_ca_topic_score_gemma":0.00075086614,"teacher_disagreement_score":0.035886902,"about_ca_system_score_codex":0.005315491,"about_ca_system_score_gemma":0.0011513695,"threshold_uncertainty_score":0.999479},"labels":[],"label_agreement":null},{"id":"W7048759500","doi":"","title":"Managing radioactive waste safely : initial geological unsuitability screening of West Cumbria","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Radioactive waste; Interim; Government (linguistics); General partnership; Waste disposal; Local government; Geological survey","score_opus":0.09544424615546399,"score_gpt":0.35369891811315174,"score_spread":0.25825467195768775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048759500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019362549,0.0005521178,0.0008247614,0.0021006248,0.00022276893,0.0077193417,0.0010077445,0.00005480173,0.9855816],"genre_scores_gemma":[0.09549614,0.0010961305,0.009729611,0.000034627068,0.0021537514,0.002052755,0.0009754995,0.0006753517,0.88778615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97315633,0.004775894,0.0010756718,0.0027657922,0.014906763,0.0033195727],"domain_scores_gemma":[0.9900637,0.0037129442,0.00039946826,0.0031136042,0.0016596686,0.0010506151],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0250235,0.00090308086,0.001390802,0.001322192,0.0010349435,0.00069196883,0.0059650643,0.000469409,0.4420192],"category_scores_gemma":[0.0019760139,0.00078095373,0.00036581472,0.0011904651,0.005507753,0.000186957,0.0138584785,0.010901764,0.00094712095],"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":[0.0016004447,0.0013135631,0.0012040859,0.00031545135,0.000627347,0.00015566684,0.0005135104,0.0000301579,0.029343363,0.0066977968,0.5623725,0.39582613],"study_design_scores_gemma":[0.0026708967,0.0009533175,0.002082051,0.00048329224,0.000036860536,0.0000039974543,0.0023637242,0.0018688992,0.0012216108,0.0047590607,0.98268837,0.00086792925],"about_ca_topic_score_codex":0.0797601,"about_ca_topic_score_gemma":0.00718487,"teacher_disagreement_score":0.44107208,"about_ca_system_score_codex":0.00068093376,"about_ca_system_score_gemma":0.0035087992,"threshold_uncertainty_score":0.9998308},"labels":[],"label_agreement":null},{"id":"W7049239993","doi":"","title":"North American liaisons","year":2010,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Hyporeflexia; Emperipolesis; Hemopericardium","score_opus":0.07207405434888432,"score_gpt":0.3424474255241416,"score_spread":0.2703733711752573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049239993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009277451,0.0004383176,0.00006388729,0.0034129438,0.00024366977,0.007609489,0.0013441747,0.000101955135,0.98585784],"genre_scores_gemma":[0.008167555,0.0015289328,0.0029666405,0.000070743,0.0018064901,0.0028049387,0.000944124,0.0008272375,0.98088336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9699116,0.003200204,0.0007700584,0.0030709445,0.018754194,0.004293041],"domain_scores_gemma":[0.9905498,0.002080229,0.0003160896,0.004222282,0.0012322202,0.0015993702],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.014439819,0.0010008976,0.0012105559,0.0016315683,0.0014406141,0.0015941632,0.0080402,0.00023995436,0.48679665],"category_scores_gemma":[0.0010817219,0.00086879544,0.0003170944,0.001866592,0.0059185764,0.00012571308,0.013779362,0.013345637,0.010235709],"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":[0.00017557028,0.00057669944,0.0014871024,0.000056352186,0.00020465581,0.000073959396,0.00012704781,0.0000013494266,0.0015318923,0.0018553551,0.76806563,0.22584435],"study_design_scores_gemma":[0.0011776878,0.00069007516,0.004112455,0.00014105233,0.000019164787,0.0000021817457,0.0006087125,0.00025276066,0.00009494755,0.0006835828,0.99135375,0.0008636275],"about_ca_topic_score_codex":0.14217478,"about_ca_topic_score_gemma":0.123584256,"teacher_disagreement_score":0.47656095,"about_ca_system_score_codex":0.0008643276,"about_ca_system_score_gemma":0.0054081995,"threshold_uncertainty_score":0.9998594},"labels":[],"label_agreement":null},{"id":"W7052227841","doi":"","title":"Radioecology of temperate coastal sand dunes: A synthesis","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Environment and Climate Change Canada","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Proteogenomics; Durvalumab; Hyporeflexia; Fusible alloy","score_opus":0.08501560935672489,"score_gpt":0.322808286398236,"score_spread":0.2377926770415111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052227841","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006914525,0.0009214128,0.00006445505,0.0007744558,0.00016824146,0.006513517,0.0015650233,0.000041474283,0.98925996],"genre_scores_gemma":[0.027374987,0.0023073626,0.0016978907,0.000021717757,0.00062976417,0.0031220603,0.00032762944,0.00057520607,0.96394336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97802407,0.004714449,0.0009778127,0.002280256,0.010988315,0.0030150975],"domain_scores_gemma":[0.99170184,0.0030339556,0.00034421674,0.0027889863,0.001230541,0.0009004722],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.017721076,0.0008267206,0.0014304296,0.0015620247,0.00073436194,0.00044599499,0.005416892,0.0003595162,0.66642],"category_scores_gemma":[0.0012926968,0.00070391106,0.00034417887,0.00085369503,0.0043534744,0.00011365176,0.009521224,0.0046263086,0.003637518],"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":[0.00079242187,0.0010250717,0.0007954513,0.00025879208,0.00055930665,0.00008928948,0.00035307542,0.000001605444,0.013126731,0.0045610294,0.9130408,0.065396406],"study_design_scores_gemma":[0.0016103091,0.0009796338,0.00093650585,0.00045788175,0.000037691425,0.0000041239514,0.0010228817,0.00016321876,0.0019406726,0.0018437891,0.990335,0.000668292],"about_ca_topic_score_codex":0.08568917,"about_ca_topic_score_gemma":0.0092153,"teacher_disagreement_score":0.66278243,"about_ca_system_score_codex":0.00040985818,"about_ca_system_score_gemma":0.005158892,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W7052361129","doi":"","title":"Scientific work in the Falkland Islands by the Scottish National Antarctic Expedition, 1903 &amp; 1904","year":2017,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council; British Geological Survey","keywords":"Firth; Port (circuit theory); Work (physics); Nova scotia","score_opus":0.11538680707585813,"score_gpt":0.34079726388032605,"score_spread":0.22541045680446792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052361129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012828924,0.00478567,0.00009807042,0.0044456115,0.0004413711,0.005562904,0.0026612675,0.00007259703,0.9806496],"genre_scores_gemma":[0.12089067,0.01646088,0.001018513,0.00017392778,0.0015797234,0.0070046866,0.0042090006,0.00060016784,0.84806246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858213,0.0010912347,0.00035440913,0.0011039063,0.010097375,0.0015317862],"domain_scores_gemma":[0.9939295,0.0031638693,0.0000900103,0.002137271,0.00042774313,0.0002515881],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.017720884,0.00042168016,0.00036395396,0.000494901,0.0021130876,0.0031495974,0.005926004,0.00023061616,0.0011895512],"category_scores_gemma":[0.0027176777,0.00027672056,0.00010328505,0.00072799326,0.0028173781,0.00027594727,0.0016686158,0.004218692,0.0017739079],"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":[0.00003272635,0.00014336321,0.000049180406,0.00004591469,0.000060329483,0.000020694408,0.0004825926,0.00014578633,0.00041748967,0.00060765847,0.9955595,0.0024347787],"study_design_scores_gemma":[0.00051631196,0.000038586615,0.0008953935,0.00032209663,0.0000069282346,0.000009949961,0.00013899326,0.0005961947,0.00003804805,0.003932181,0.9931833,0.00032199547],"about_ca_topic_score_codex":0.0021658929,"about_ca_topic_score_gemma":0.011961866,"teacher_disagreement_score":0.1325872,"about_ca_system_score_codex":0.001984916,"about_ca_system_score_gemma":0.0010324814,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W7052878358","doi":"","title":"Synopsis of current three-dimensional geological mapping and modeling in Geological Survey organizations","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Liquation; Dysgeusia; Diafiltration; Articular cartilage damage","score_opus":0.2667060917362131,"score_gpt":0.32625058617142605,"score_spread":0.059544494435212925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052878358","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":[0.08164494,0.054420304,0.0119352685,0.0010411737,0.00039341315,0.01599766,0.001774972,0.00043368747,0.8323586],"genre_scores_gemma":[0.87571526,0.028444085,0.01079556,0.000036563615,0.0003557351,0.0016832122,0.00093464914,0.0007883988,0.08124655],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99264914,0.0010513706,0.0006106522,0.0010807065,0.0033029243,0.0013051963],"domain_scores_gemma":[0.9970906,0.0010595298,0.000054667038,0.00088869693,0.00050978037,0.00039675957],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0083014155,0.00040810235,0.0006686198,0.00056252314,0.00028908168,0.00012712357,0.0015435753,0.00033469548,0.0047994675],"category_scores_gemma":[0.002092459,0.00031855417,0.00005803454,0.00079034537,0.0014844736,0.000121903744,0.0037443077,0.003380748,0.00033495412],"study_design_candidate":"not_applicable","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":[0.0009932306,0.0031365429,0.01744845,0.0024747471,0.00072331616,0.00020234183,0.0012921547,0.06520914,0.00984402,0.032859087,0.7997692,0.06604777],"study_design_scores_gemma":[0.001116334,0.00040961246,0.014761124,0.00076763605,0.000015940894,0.000009884405,0.00010786997,0.6732211,0.000034977784,0.009745326,0.29886177,0.00094839494],"about_ca_topic_score_codex":0.010040207,"about_ca_topic_score_gemma":0.006423717,"teacher_disagreement_score":0.7940703,"about_ca_system_score_codex":0.0008116873,"about_ca_system_score_gemma":0.0004807057,"threshold_uncertainty_score":0.9999266},"labels":[],"label_agreement":null},{"id":"W7056294253","doi":"","title":"Direct Lagrangian measurements of the circulation of Labrador Sea water in the northern and eastern Atlantic, north of 38N (abstract of paper presented at ASLO/AGU Ocean Sciences Meeting, Honolulu, HI, 11-15 Feb 2002)","year":2002,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Lagrangian; Circulation (fluid dynamics); Water circulation; Ocean current; Thermohaline circulation; General Circulation Model","score_opus":0.0762046495065492,"score_gpt":0.28745087466440983,"score_spread":0.21124622515786062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056294253","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":[0.54997385,0.0008017651,0.0000018479043,0.0012180457,0.00004373401,0.005498529,0.00041679287,0.000006009458,0.44203943],"genre_scores_gemma":[0.92212194,0.00034736365,0.00007228311,0.000007466823,0.00007937099,0.0001191292,0.00010072753,0.00009554842,0.07705618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9826185,0.0027538436,0.000935221,0.0010054784,0.011454187,0.0012327825],"domain_scores_gemma":[0.996174,0.0010357081,0.00046460665,0.0014430104,0.0006975706,0.00018509857],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012414684,0.0004258509,0.0007736674,0.00062074367,0.00039230296,0.00013009501,0.0032952065,0.00012700056,0.024130529],"category_scores_gemma":[0.0004110926,0.00024181351,0.00021770946,0.00071686436,0.0032477514,0.00011560088,0.003547889,0.0012475915,0.000044405988],"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":[0.00047184993,0.0014324592,0.8454042,0.0008964726,0.0003838352,0.000011636922,0.0027870375,0.00024339303,0.050009187,0.00007094171,0.08008913,0.018199876],"study_design_scores_gemma":[0.005285201,0.0012015445,0.70033956,0.0023864529,0.00011101285,0.0000031913726,0.0029279904,0.0026761296,0.011499954,0.00017854774,0.2724586,0.00093180255],"about_ca_topic_score_codex":0.14270066,"about_ca_topic_score_gemma":0.0884621,"teacher_disagreement_score":0.3721481,"about_ca_system_score_codex":0.0002295979,"about_ca_system_score_gemma":0.0006433412,"threshold_uncertainty_score":0.9994648},"labels":[],"label_agreement":null},{"id":"W7056461518","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: February 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"High voltage insulation and dielectric phenomena","field":"Materials 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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.10215092454798372,"score_gpt":0.3398678552915599,"score_spread":0.23771693074357617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056461518","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057879207,0.011173901,0.00008078265,0.0039676153,0.00056332326,0.005763733,0.0011030855,0.00022798798,0.9765408],"genre_scores_gemma":[0.007339599,0.0059351632,0.0027807117,0.00036939,0.0013558001,0.0016784383,0.00027391134,0.00081426837,0.9794527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9719669,0.0039662654,0.00090169004,0.0029266407,0.016450372,0.0037881176],"domain_scores_gemma":[0.9922032,0.0020332548,0.00028015306,0.0031317435,0.0009711461,0.0013805178],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.024129087,0.0009034306,0.0010607046,0.0010513681,0.0012421277,0.0011256667,0.006239734,0.0005419773,0.12775613],"category_scores_gemma":[0.0027456447,0.0006826021,0.00023539265,0.0006111961,0.0029977246,0.00042217338,0.006313994,0.0035673592,0.058930386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004871135,0.00032282516,0.000044859524,0.00012008883,0.000052599928,0.00024328326,0.0001775438,0.000006336348,0.06959774,0.0018729902,0.9221747,0.004899924],"study_design_scores_gemma":[0.0016502561,0.0007614416,0.0010965003,0.0003926357,0.00001351714,0.000006841342,0.00010039243,0.0001055547,0.00055704993,0.004971212,0.989494,0.000850575],"about_ca_topic_score_codex":0.012626271,"about_ca_topic_score_gemma":0.001644363,"teacher_disagreement_score":0.06904069,"about_ca_system_score_codex":0.005660128,"about_ca_system_score_gemma":0.0037682597,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W7056997320","doi":"","title":"Grenville Foreland basin sedimentation in Scotland: structure, stratigraphy and sedimentology of the early Neoproterozoic Torridon and Morar group sequences","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Foreland basin; Fluvial; Rodinia; Sedimentary depositional environment; Supercontinent; Marine transgression; Basement; Unconformity; Geochronology; Facies","score_opus":0.051655800225852415,"score_gpt":0.2960872575782694,"score_spread":0.244431457352417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056997320","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":[0.24506533,0.0029036442,0.000026983456,0.0010355482,0.00018798788,0.012339993,0.0010446941,0.00001680369,0.737379],"genre_scores_gemma":[0.8801481,0.0018975197,0.0015578687,0.000040154497,0.00028784285,0.0011175969,0.00023187014,0.00024396642,0.114475064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98999006,0.0022569872,0.00054993236,0.0012910587,0.004677098,0.0012348552],"domain_scores_gemma":[0.997639,0.0005999916,0.00022865116,0.0010007161,0.00020581296,0.00032580228],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005155525,0.00045966322,0.00062584033,0.0007864491,0.00039224201,0.00031832198,0.0016299974,0.0002021348,0.033790473],"category_scores_gemma":[0.00012861901,0.00032547498,0.000089599045,0.0005516558,0.0027653202,0.000113377544,0.0031537178,0.0024419122,0.000021635415],"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":[0.0021961357,0.0012354017,0.25146607,0.0011106129,0.00094134896,0.00010006406,0.0042803553,0.0000069794087,0.06412592,0.037850328,0.42424667,0.21244013],"study_design_scores_gemma":[0.009245413,0.0039771027,0.32769728,0.0017413368,0.000078438905,0.00001256266,0.0035589358,0.0007689136,0.0026173112,0.052837186,0.59593946,0.0015260313],"about_ca_topic_score_codex":0.15791744,"about_ca_topic_score_gemma":0.029501222,"teacher_disagreement_score":0.6350828,"about_ca_system_score_codex":0.00019016778,"about_ca_system_score_gemma":0.0007403166,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W7057101269","doi":"","title":"Inter-laboratory trial of a unified bioaccessibility testing procedure","year":2009,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council","keywords":"Work (physics); Context (archaeology); Limiting; Field (mathematics)","score_opus":0.1492248131556506,"score_gpt":0.35267275810296095,"score_spread":0.20344794494731036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057101269","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001557678,0.0023814437,0.0003179022,0.00045510396,0.00019501767,0.012537395,0.0011867642,0.00036616717,0.9810025],"genre_scores_gemma":[0.14770456,0.008099539,0.025071688,0.000103755374,0.0024174748,0.0066135167,0.000947412,0.0021651287,0.80687696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882182,0.0014476355,0.00074185577,0.0014205787,0.0065740803,0.0015976565],"domain_scores_gemma":[0.99498326,0.0012683949,0.00012739703,0.0022757791,0.00081567274,0.0005294913],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013003211,0.0005663677,0.0008039247,0.0007842039,0.00035558396,0.00042301047,0.003701723,0.00041524513,0.0011732457],"category_scores_gemma":[0.0029547682,0.00048665013,0.00013419667,0.0014647802,0.0014905308,0.00028656307,0.0018394771,0.004197486,0.0004773081],"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":[0.0022881506,0.00063284964,0.000017280796,0.00058290944,0.00016502808,0.000038639155,0.00019963412,0.00014134955,0.02758311,0.00056790013,0.95361847,0.014164679],"study_design_scores_gemma":[0.009985891,0.0011477869,0.00022424952,0.0009119442,0.000023665338,0.0000030601739,0.00019090308,0.005400752,0.0016057574,0.003841187,0.9759182,0.0007466056],"about_ca_topic_score_codex":0.0022753875,"about_ca_topic_score_gemma":0.0012339187,"teacher_disagreement_score":0.1741256,"about_ca_system_score_codex":0.002684249,"about_ca_system_score_gemma":0.002606161,"threshold_uncertainty_score":0.99975854},"labels":[],"label_agreement":null},{"id":"W7058055495","doi":"","title":"Marine Radar Derived Current Vector Mapping at a Planned Commercial Tidal Stream Turbine Array in the Pentland Firth. Poster presented at: International Conference on Ocean Energy, Halifax, Nova Scotia, Canada, 4-6 Nov 2014","year":2014,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"High voltage insulation and dielectric phenomena","field":"Materials 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":"Natural Environment Research Council; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Current (fluid); Tidal current; Tidal power; Submarine pipeline; Radar; Ocean current; Bathymetry; Terrain; Buoy","score_opus":0.08486932061330514,"score_gpt":0.3118498976464198,"score_spread":0.22698057703311464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058055495","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07555587,0.0012455309,0.00012656176,0.018869072,0.0020891896,0.008289855,0.005407689,0.00010487137,0.8883114],"genre_scores_gemma":[0.7929615,0.0015321812,0.00028701735,0.00070095883,0.0014532966,0.00030455712,0.0054562264,0.00036449273,0.19693978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9807696,0.003549963,0.00078047137,0.0018136236,0.01103893,0.002047441],"domain_scores_gemma":[0.9954367,0.0016131757,0.00032152407,0.0015600662,0.00050106226,0.00056741777],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007476571,0.0007220826,0.00078625913,0.00074281974,0.000731577,0.00072076503,0.0046141096,0.00022190747,0.023606949],"category_scores_gemma":[0.0010549905,0.00052855274,0.00012027537,0.0004311878,0.001066056,0.00020481153,0.0038960257,0.0025303222,0.0013056031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024805837,0.00051225943,0.0013672776,0.000088918845,0.00008869309,0.00017355403,0.00049658766,0.000027526054,0.05232002,0.00069377065,0.9403865,0.0013643218],"study_design_scores_gemma":[0.0032099283,0.00059039413,0.013522715,0.00043867846,0.000010151998,0.000020617363,0.00013687892,0.0008226786,0.001732286,0.00033511815,0.9784528,0.000727736],"about_ca_topic_score_codex":0.549379,"about_ca_topic_score_gemma":0.86988324,"teacher_disagreement_score":0.7174056,"about_ca_system_score_codex":0.0074067847,"about_ca_system_score_gemma":0.0028105734,"threshold_uncertainty_score":0.9997709},"labels":[],"label_agreement":null},{"id":"W7060892046","doi":"","title":"Permeability measurements from a potential deep geological repository site","year":2017,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Permeability (electromagnetism); Oil shale; Hydraulic conductivity; Inflow; Pore water pressure; Relative permeability; Hydrostatic pressure; Radioactive waste","score_opus":0.11411054247983779,"score_gpt":0.33745364886342205,"score_spread":0.22334310638358426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060892046","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020403133,0.0016259626,0.00020037805,0.001308938,0.00038793962,0.0076460955,0.0009924415,0.00008159589,0.98571634],"genre_scores_gemma":[0.059168685,0.00073727657,0.0018928297,0.000036260168,0.0022134385,0.0021871342,0.0012261139,0.0004450958,0.93209314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9635668,0.006266242,0.0008438589,0.0038386928,0.021958627,0.0035257856],"domain_scores_gemma":[0.9896854,0.0013241584,0.00041656237,0.0056712613,0.0015297768,0.0013728433],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.020108676,0.0010225815,0.0012694733,0.0007354636,0.0028208941,0.002409418,0.008511994,0.00049867784,0.36926538],"category_scores_gemma":[0.001687376,0.0008635036,0.00047066202,0.00034103938,0.004668423,0.00020179393,0.017629534,0.0073843137,0.0046514343],"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":[0.00071662245,0.0010873049,0.0047908034,0.00008235605,0.00050740363,0.00028313103,0.00021564696,0.000010022868,0.019594774,0.00024395731,0.88938004,0.083087936],"study_design_scores_gemma":[0.0023345223,0.0005422149,0.009023048,0.00036661848,0.00004523812,0.0000030664705,0.00031289255,0.0014446715,0.00028839454,0.0024844012,0.9822838,0.0008711882],"about_ca_topic_score_codex":0.18239291,"about_ca_topic_score_gemma":0.010397706,"teacher_disagreement_score":0.36461395,"about_ca_system_score_codex":0.0016617643,"about_ca_system_score_gemma":0.0038382804,"threshold_uncertainty_score":0.99938154},"labels":[],"label_agreement":null},{"id":"W7061401055","doi":"","title":"Protecting the UK power grid from geomagnetic hazard","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Earth's magnetic field; Geomagnetic storm; Electric power system; Space weather; Geomagnetically induced current; Storm; Power transmission; Grid; Hazard","score_opus":0.06936479489486876,"score_gpt":0.3183861965971679,"score_spread":0.24902140170229914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061401055","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006623176,0.0023946073,0.00009131397,0.00420199,0.000419938,0.013275023,0.0011708057,0.00006277071,0.9777212],"genre_scores_gemma":[0.00997576,0.0008948364,0.0016424936,0.00012174439,0.0015701177,0.0048746024,0.00052798254,0.0006891629,0.9797033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9643955,0.009718911,0.0008827748,0.002980941,0.018118884,0.0039029957],"domain_scores_gemma":[0.98883194,0.0046168985,0.00029872442,0.0043192673,0.0009921945,0.00094099046],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.029945536,0.001025792,0.0009981453,0.00082334055,0.002905229,0.002174113,0.0074841995,0.0003336604,0.7049503],"category_scores_gemma":[0.00228744,0.00073181215,0.00037156063,0.0011104847,0.0031477811,0.000103367434,0.010420409,0.013584706,0.007869516],"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":[0.00021864568,0.00036608256,0.0003292511,0.000047307745,0.00032090538,0.000076796976,0.0003713509,0.0000047626927,0.0038628979,0.0016354764,0.94698673,0.0457798],"study_design_scores_gemma":[0.0015986857,0.00061459676,0.0008606384,0.0003542647,0.000025851541,0.000002655303,0.002146343,0.00023201192,0.00025185195,0.003779873,0.9893556,0.0007775758],"about_ca_topic_score_codex":0.09910178,"about_ca_topic_score_gemma":0.008818528,"teacher_disagreement_score":0.6970808,"about_ca_system_score_codex":0.0010737656,"about_ca_system_score_gemma":0.0041494425,"threshold_uncertainty_score":0.99956506},"labels":[],"label_agreement":null},{"id":"W7061858683","doi":"","title":"RSS Discovery DY053, 26th June to 23rd July 2016, King George V Dock, Glasgow to Reykjavick, Iceland. OSNAP Mooring Cruise Report","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; George (robot); Mooring; RSS; Section (typography)","score_opus":0.07177322208495718,"score_gpt":0.33977665790068445,"score_spread":0.2680034358157273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061858683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01765549,0.003035088,0.0031577342,0.0033750802,0.0021510432,0.012711981,0.0015802084,0.0006538728,0.9556795],"genre_scores_gemma":[0.026777513,0.004624766,0.003382446,0.00013389268,0.0019166574,0.0020517872,0.00025146003,0.0014080514,0.9594534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796765,0.0010636616,0.0011161534,0.0027351712,0.010940762,0.0044677616],"domain_scores_gemma":[0.9926589,0.001030192,0.00015445743,0.0035916257,0.00056258094,0.0020022497],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013041391,0.0011307875,0.0012620974,0.0015143909,0.0008635189,0.0018759739,0.004537882,0.0004932733,0.001924015],"category_scores_gemma":[0.0020347997,0.0009096905,0.0002824857,0.001094154,0.000687288,0.0010196228,0.0072158985,0.0043838085,0.008135242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048867584,0.00022035342,0.00030687783,0.00028677768,0.00032368745,0.0022979393,0.00035628618,0.0008642256,0.046136014,0.0004086788,0.9385374,0.009773072],"study_design_scores_gemma":[0.0010438947,0.00032568382,0.00098629,0.0013184662,0.000022960081,0.00005334074,0.000098120945,0.0012723849,0.0010833616,0.0006900202,0.9918559,0.0012495735],"about_ca_topic_score_codex":0.0067543085,"about_ca_topic_score_gemma":0.00815596,"teacher_disagreement_score":0.053318493,"about_ca_system_score_codex":0.007407223,"about_ca_system_score_gemma":0.0014999239,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W7064700993","doi":"","title":"Bumble bees (Apidae: Bombus) and hover flies (Syrphidae) from the summits of the Gaspésie National Park, Québec","year":2025,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Q & T Research; Université de Sherbrooke; Espace pour la vie; Université du Québec à Rimouski","funders":"","keywords":"Overwintering; Population; Larva; Habitat; Ectotherm","score_opus":0.08125879367352606,"score_gpt":0.3102634681860293,"score_spread":0.22900467451250323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064700993","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":[0.9254744,0.0108250035,0.000070244154,0.0097801685,0.0001737927,0.0024907656,0.0002849157,0.00004603851,0.050854657],"genre_scores_gemma":[0.99280787,0.0034770232,0.00017192974,0.00014124755,0.000108513275,0.0002714708,0.00001780911,0.000032789467,0.0029713628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920601,0.00094266696,0.00038143786,0.00060926186,0.0049091605,0.0010973588],"domain_scores_gemma":[0.99541837,0.0029695032,0.00004012946,0.0008849969,0.00049911346,0.00018786466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056175883,0.00025479004,0.00030058445,0.00013476508,0.0009859428,0.0004354017,0.002195973,0.000091563044,0.00024553333],"category_scores_gemma":[0.0019563138,0.00015951018,0.00009716666,0.0006482696,0.0018921577,0.00042915886,0.0023234156,0.00188045,0.000078414436],"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":[0.0007264505,0.00035974677,0.034533136,0.00012007679,0.0006723851,0.00002174386,0.0019991451,0.0032888674,0.23336913,0.018970704,0.6758881,0.030050471],"study_design_scores_gemma":[0.0019779901,0.00022902194,0.29792497,0.00024606977,0.000028183968,0.0000033665276,0.0010137736,0.025904479,0.04165303,0.030409358,0.6001493,0.00046049035],"about_ca_topic_score_codex":0.021041198,"about_ca_topic_score_gemma":0.027803581,"teacher_disagreement_score":0.26339182,"about_ca_system_score_codex":0.0018727969,"about_ca_system_score_gemma":0.001619018,"threshold_uncertainty_score":0.9899365},"labels":[],"label_agreement":null},{"id":"W7065707757","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: November 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.08658377489150737,"score_gpt":0.32995115047100604,"score_spread":0.24336737557949867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065707757","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022062978,0.0015647277,0.0003033456,0.003935441,0.00026094026,0.0046979296,0.002080934,0.000081388556,0.9868547],"genre_scores_gemma":[0.009037327,0.000437211,0.0025952412,0.00013670101,0.0026854284,0.0020579617,0.0007315194,0.0008337515,0.98148483],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98221684,0.0017463057,0.00069628964,0.0023164803,0.009890914,0.0031331978],"domain_scores_gemma":[0.9938093,0.0012945451,0.00023172992,0.002714485,0.0008531127,0.0010968539],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0064538904,0.00089702907,0.000982182,0.00047981937,0.0010923779,0.00070167764,0.0044253618,0.00026840882,0.08854721],"category_scores_gemma":[0.00029771798,0.0006883666,0.00036351453,0.0004769957,0.0024875368,0.00034771976,0.005968438,0.004342998,0.02335875],"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":[0.00018850749,0.00057111157,0.0002940727,0.00005811597,0.00022849337,0.000035055433,0.000113612405,0.00003143256,0.0020225507,0.012823235,0.9703396,0.013294219],"study_design_scores_gemma":[0.0014767927,0.0004774542,0.001395122,0.00033239633,0.000024510275,2.2706637e-7,0.00022367545,0.00017606429,0.000041634165,0.012149831,0.98292714,0.0007751436],"about_ca_topic_score_codex":0.00948162,"about_ca_topic_score_gemma":0.00047134975,"teacher_disagreement_score":0.06518846,"about_ca_system_score_codex":0.0023791292,"about_ca_system_score_gemma":0.0022038112,"threshold_uncertainty_score":0.9995568},"labels":[],"label_agreement":null},{"id":"W7065777014","doi":"","title":"Evaluation of approaches for protecting the environment from ionising radiation in a regulatory context","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Argonne National Laboratory","keywords":"Context (archaeology); Organism; Set (abstract data type); Trophic level; Point (geometry); Perspective (graphical)","score_opus":0.407922518598012,"score_gpt":0.3860097600775053,"score_spread":0.02191275852050667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065777014","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":[0.057447433,0.09167526,0.0010261349,0.0035079855,0.0006049079,0.20081529,0.0074414727,0.0002742684,0.63720727],"genre_scores_gemma":[0.81817067,0.007239464,0.007911388,0.000046273733,0.001599595,0.039484445,0.0027448128,0.003372811,0.11943056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92648387,0.029216062,0.0013856009,0.0031524,0.037041415,0.0027206219],"domain_scores_gemma":[0.987317,0.0069660423,0.00082485186,0.0034510149,0.0010335352,0.00040754353],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.1686765,0.00087611447,0.001206898,0.0015957571,0.0018970025,0.00048658825,0.0042869463,0.00060313067,0.002179479],"category_scores_gemma":[0.01653837,0.00068982877,0.00033039978,0.00088448223,0.004681464,0.0005283001,0.0038089743,0.0071311663,0.0010124915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.003333398,0.0020761734,0.00032330124,0.00038699617,0.0014901545,0.000050355535,0.011874676,0.0059921965,0.031902753,0.0014474666,0.47065228,0.47047025],"study_design_scores_gemma":[0.00975203,0.0010139274,0.0066596298,0.0016984831,0.00017531781,0.000010726708,0.0066466145,0.072551474,0.0028062665,0.017354093,0.8800121,0.0013193155],"about_ca_topic_score_codex":0.024918484,"about_ca_topic_score_gemma":0.010823002,"teacher_disagreement_score":0.76072323,"about_ca_system_score_codex":0.023708714,"about_ca_system_score_gemma":0.0065120505,"threshold_uncertainty_score":0.99976534},"labels":[],"label_agreement":null},{"id":"W7065932126","doi":"","title":"Fort McMurray Observatory Monthly Magnetic Bulletin: June 2015","year":2016,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Hydrology and Drought Analysis","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":"Observatory; Earth's magnetic field; Table (database); Series (stratigraphy); Data series","score_opus":0.07137349262610113,"score_gpt":0.32943159234311736,"score_spread":0.2580580997170162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065932126","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002545796,0.004552433,0.000047103385,0.009426932,0.00033458858,0.0041377856,0.00047055905,0.00012156944,0.9806545],"genre_scores_gemma":[0.0030272617,0.0073199198,0.0021011103,0.00038821177,0.00067338464,0.0013423073,0.00025610026,0.0006762867,0.98421544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9711502,0.0045523136,0.0008446079,0.003518231,0.015858436,0.004076217],"domain_scores_gemma":[0.9928047,0.0015745349,0.00025997637,0.0037450588,0.00021753935,0.0013981698],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.024299767,0.001025254,0.0012249498,0.00069847,0.0014450859,0.0004857146,0.0072646053,0.00085363083,0.31222844],"category_scores_gemma":[0.0018001868,0.0007747705,0.00041473043,0.0008478134,0.0074240565,0.00042430294,0.012859579,0.00533272,0.12251827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042649222,0.00038708333,0.00069406134,0.00005168418,0.00019778368,0.00042455626,0.00016816496,0.00004840069,0.002512283,0.00029877364,0.98732346,0.0074672303],"study_design_scores_gemma":[0.0013401336,0.0005698153,0.0016351854,0.00019837389,0.000045666737,0.000009344582,0.0000864867,0.00030864886,0.00005731463,0.004220806,0.9906157,0.0009124894],"about_ca_topic_score_codex":0.017075295,"about_ca_topic_score_gemma":0.015654225,"teacher_disagreement_score":0.18971018,"about_ca_system_score_codex":0.0064509753,"about_ca_system_score_gemma":0.00095802575,"threshold_uncertainty_score":0.9998549},"labels":[],"label_agreement":null},{"id":"W7066089961","doi":"","title":"Geochemical interactions between supercritical CO2 and the Midale Formation. V : experiments investigating reactions of the Midale Vuggy","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","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":"European Commission","keywords":"Supercritical fluid; Carbon dioxide; Hydrothermal circulation; Carbon capture and storage (timeline); Geochemical modeling; Enhanced oil recovery; Bar (unit); CO2 content","score_opus":0.1677115669724579,"score_gpt":0.39717529719316624,"score_spread":0.22946373022070835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066089961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045086738,0.008208065,0.00010319545,0.01805634,0.0003220153,0.011488027,0.00070275005,0.0000663833,0.9159665],"genre_scores_gemma":[0.47126615,0.008476488,0.0036614647,0.00073917303,0.0010855261,0.0019809925,0.0005268073,0.0005190418,0.5117444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98834276,0.0033011627,0.00068036304,0.0007940727,0.005792416,0.0010892511],"domain_scores_gemma":[0.9937526,0.0036508183,0.00011374095,0.0014501116,0.00047847896,0.00055423274],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008507224,0.0003523115,0.000667788,0.00040420232,0.0010357556,0.00025110517,0.0011096864,0.00025434577,0.0029286651],"category_scores_gemma":[0.0065778396,0.0002137542,0.00020763591,0.00059138396,0.0055263406,0.0003001037,0.0015371382,0.004183513,0.0001407746],"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":[0.00081748195,0.00055547873,0.0026450728,0.0004764964,0.00062522065,0.000014360659,0.0025290244,0.000005380855,0.081100725,0.0063879117,0.9024288,0.0024140493],"study_design_scores_gemma":[0.003813402,0.0002478239,0.0029383816,0.00082241767,0.000069585694,0.000049788086,0.0017906259,0.0004191262,0.010787273,0.002957855,0.9758303,0.00027341474],"about_ca_topic_score_codex":0.003492214,"about_ca_topic_score_gemma":0.00025129257,"teacher_disagreement_score":0.4261794,"about_ca_system_score_codex":0.0017658126,"about_ca_system_score_gemma":0.0013212303,"threshold_uncertainty_score":0.9981139},"labels":[],"label_agreement":null},{"id":"W7066205614","doi":"","title":"Groundwater and the Forres (River Findhorn &amp; Pilmuir) Flood Alleviation Scheme, Morayshire","year":2008,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","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":"Flood myth; Flooding (psychology); Hydrology (agriculture); Groundwater; Drainage; Channel (broadcasting); Hydrogeology; Flood mitigation; Floodplain; Groundwater flow","score_opus":0.19260961311459876,"score_gpt":0.3232772046912114,"score_spread":0.13066759157661265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066205614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017125468,0.0022408841,0.000091086775,0.0072810897,0.00036997985,0.0061192214,0.00011041862,0.00014757646,0.9819272],"genre_scores_gemma":[0.01190828,0.004990326,0.0012493677,0.00084135775,0.002960965,0.0016428774,0.0009945043,0.0006640709,0.97474825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98451674,0.00064884906,0.0007272746,0.0017510118,0.010429931,0.0019261834],"domain_scores_gemma":[0.9950776,0.0012263404,0.0003723867,0.0018546064,0.0013522116,0.00011686221],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.013908704,0.00073357014,0.00077954243,0.001399846,0.0019275162,0.0042090537,0.0034764467,0.00043311843,0.0047169845],"category_scores_gemma":[0.0044058333,0.00050447736,0.00016702095,0.0013703265,0.007315073,0.0023703817,0.0091397595,0.004171268,0.005492784],"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":[0.0006291933,0.00020797079,0.0003755621,0.00018527615,0.00021650115,0.00004498482,0.0002457535,0.000007834247,0.00009805306,0.04142178,0.95049816,0.00606892],"study_design_scores_gemma":[0.0024711823,0.000058279165,0.0010187664,0.00031343414,0.000019741692,0.000010825924,0.00032778294,0.00043680743,0.000009188393,0.013472186,0.98128366,0.000578128],"about_ca_topic_score_codex":0.020561457,"about_ca_topic_score_gemma":0.004126226,"teacher_disagreement_score":0.030785505,"about_ca_system_score_codex":0.0013178827,"about_ca_system_score_gemma":0.000783008,"threshold_uncertainty_score":0.99974066},"labels":[],"label_agreement":null},{"id":"W7066227937","doi":"","title":"A global assessment of the temporal and spatial variability of national dilution factors","year":2012,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Dilution; Spatial variability; Population; Surface runoff; Hydrology (agriculture); Effluent; Surface water; Per capita","score_opus":0.07905466240825662,"score_gpt":0.36425722160689045,"score_spread":0.2852025591986338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066227937","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005270522,0.0002360775,0.00044578058,0.0007421858,0.00014858205,0.005295467,0.0025212066,0.000010791383,0.9853294],"genre_scores_gemma":[0.8511432,0.00014199017,0.0009706985,0.0000058875667,0.0003151574,0.0004012508,0.00028913288,0.00010042281,0.14663228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97959846,0.0037855892,0.00065383967,0.0010279773,0.013713946,0.0012201626],"domain_scores_gemma":[0.9954544,0.0014194621,0.00033788363,0.0013028412,0.0010959193,0.00038949834],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018661195,0.00041277526,0.00064610405,0.00031937435,0.0004380669,0.00017006886,0.0023832687,0.00017763984,0.09618287],"category_scores_gemma":[0.0008970622,0.00028463712,0.00019916795,0.0006164509,0.0029768506,0.00008407262,0.0076396847,0.0020289023,0.000026538533],"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":[0.00029011598,0.0020036576,0.33374125,0.00048576423,0.00051623076,0.000002459531,0.00029395215,0.000013308066,0.004241307,0.041565653,0.56016845,0.05667783],"study_design_scores_gemma":[0.0012884226,0.0003607744,0.29848364,0.00026026697,0.000022361832,6.9304195e-7,0.00040669006,0.0012088165,0.00011941478,0.0066964272,0.69080335,0.0003491477],"about_ca_topic_score_codex":0.10932285,"about_ca_topic_score_gemma":0.0051303473,"teacher_disagreement_score":0.84587264,"about_ca_system_score_codex":0.0011039918,"about_ca_system_score_gemma":0.004903125,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W7070307197","doi":"","title":"A palynological investigation of the till succession from the Weyburn oilfield, Weyburn, Saskatchewan, Canada","year":2003,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Mineralogy and Gemology 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":"","keywords":"Nucleofection; Hyporeflexia; Fusible alloy; Gestational period; Tubulopathy; Sparganosis","score_opus":0.09727611868773821,"score_gpt":0.28527983719747096,"score_spread":0.18800371850973274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070307197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045143154,0.024511354,0.000012980081,0.028128043,0.0013143913,0.0059062187,0.0027954653,0.00003943724,0.892149],"genre_scores_gemma":[0.28263676,0.005791002,0.00066868204,0.0016144718,0.00066877523,0.0001481027,0.000699578,0.0001043855,0.70766824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9836289,0.006348701,0.0004987065,0.0012059986,0.006855978,0.0014616827],"domain_scores_gemma":[0.99303424,0.00447746,0.00024093565,0.0016026156,0.00033259817,0.0003121484],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009849587,0.0004441747,0.00061162637,0.00014364193,0.0014417368,0.00016309119,0.004193169,0.00042001714,0.015805714],"category_scores_gemma":[0.002449281,0.00022148172,0.00013454421,0.00056947424,0.004650017,0.00013079739,0.0015921514,0.0045204735,0.0002736054],"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":[0.0001693997,0.000027297643,0.044327118,0.000028090744,0.00016745941,0.000053530675,0.0004443747,0.00004636773,0.00028017187,0.00008049333,0.9503244,0.0040512746],"study_design_scores_gemma":[0.00051250024,0.0002053123,0.11751013,0.00022423273,0.000022021319,0.000006881609,0.0015245503,0.00013285945,0.00012985033,0.0053075003,0.8741303,0.00029387278],"about_ca_topic_score_codex":0.9062295,"about_ca_topic_score_gemma":0.98951334,"teacher_disagreement_score":0.2374936,"about_ca_system_score_codex":0.0003717594,"about_ca_system_score_gemma":0.0049705985,"threshold_uncertainty_score":0.99985826},"labels":[],"label_agreement":null},{"id":"W7070531575","doi":"","title":"Report of the SNOMS Project 2006 to 2012, SNOMS SWIRE NOCS Ocean Monitoring System. Part 1: Narrative description","year":2013,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Natural Environment Research Council; National Oceanography Centre; Xiamen University","keywords":"Crew; Environmental monitoring; Ocean acidification; Ocean color; Ocean chemistry; Atmosphere (unit); Narrative; China; Seawater; Data quality","score_opus":0.17854194022982225,"score_gpt":0.3676319726587152,"score_spread":0.18909003242889297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070531575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009408792,0.0057854094,0.000064014006,0.0013810281,0.0021365497,0.051664818,0.0036065448,0.0003953279,0.9255575],"genre_scores_gemma":[0.038409386,0.0014247223,0.0020719366,0.00002243682,0.0022329919,0.0049660294,0.0005165119,0.0022116473,0.9481443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9447383,0.011374683,0.0020415362,0.0043753204,0.032482777,0.0049873283],"domain_scores_gemma":[0.98536927,0.0014344107,0.0011938837,0.0073424666,0.0032772075,0.0013827714],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.04594788,0.0016191443,0.0020497532,0.002428665,0.0022717346,0.0016715216,0.010301257,0.0008453851,0.0034207609],"category_scores_gemma":[0.0069708107,0.0011533987,0.0006001306,0.003003358,0.004682028,0.0013954022,0.015303351,0.009187492,0.008943664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0008485745,0.00056062447,0.0007036163,0.000701284,0.0006003181,0.00048963795,0.0029231077,0.00015568003,0.018708002,0.000521953,0.9724589,0.0013282947],"study_design_scores_gemma":[0.0013813777,0.00093498226,0.0016921061,0.0055519943,0.00005824545,0.00016513516,0.008277498,0.00039882367,0.0011787041,0.00019072654,0.9789575,0.0012129326],"about_ca_topic_score_codex":0.052926555,"about_ca_topic_score_gemma":0.0044627213,"teacher_disagreement_score":0.048463836,"about_ca_system_score_codex":0.022568393,"about_ca_system_score_gemma":0.008158874,"threshold_uncertainty_score":0.9996556},"labels":[],"label_agreement":null},{"id":"W7071192124","doi":"","title":"SERPENT Cruise Reports July 2002 to December 2006","year":2007,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Cruise; General partnership; Serpent (symbolism); Remotely operated underwater vehicle; Nautilus; Marine research; Indian ocean","score_opus":0.16051110222218898,"score_gpt":0.39766275372450266,"score_spread":0.23715165150231368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071192124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014863991,0.007619306,0.000102657556,0.0013250668,0.00071802473,0.022599293,0.0025800162,0.00044574938,0.96446127],"genre_scores_gemma":[0.0008033881,0.0038117692,0.009168816,0.0004124248,0.0020256287,0.0042139166,0.00091387675,0.004652215,0.97399795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9121627,0.008221464,0.0023718993,0.008114995,0.058293663,0.01083528],"domain_scores_gemma":[0.9767019,0.0033375465,0.00071321445,0.010334924,0.0034270633,0.0054853414],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.09825857,0.0023762954,0.0025150126,0.0075545,0.00217103,0.0027877425,0.010569338,0.001348872,0.08543848],"category_scores_gemma":[0.015018521,0.0021325075,0.00068352435,0.004821472,0.0051210877,0.0009100727,0.025701785,0.016159296,0.26409638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022949362,0.0014586609,0.00008493068,0.00025582028,0.00057025603,0.008510963,0.0005088866,0.00012615016,0.009331257,0.00048555105,0.9628625,0.013510077],"study_design_scores_gemma":[0.0017928636,0.0011889294,0.0006115632,0.0013717798,0.000051375893,0.0002507182,0.00026303658,0.00013831038,0.0005317578,0.0016753278,0.98990095,0.0022233673],"about_ca_topic_score_codex":0.039346796,"about_ca_topic_score_gemma":0.039167788,"teacher_disagreement_score":0.1786579,"about_ca_system_score_codex":0.02778068,"about_ca_system_score_gemma":0.009279719,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W7072029646","doi":"","title":"UNICEF IWASH Project, Northern Region, Ghana : an adapted training manual for groundwater development","year":2011,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"UNICEF","keywords":"Sanitation; Agency (philosophy); Training (meteorology); Training manual; Desk; Groundwater; Best practice; Water resources; Compendium","score_opus":0.3908599473221507,"score_gpt":0.39370822100922365,"score_spread":0.0028482736870729664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072029646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018662778,0.002349908,0.0004932134,0.0005162958,0.00040902846,0.03838252,0.0016203672,0.00067431055,0.9536881],"genre_scores_gemma":[0.011811189,0.0012684404,0.024783842,0.000108007276,0.0015766397,0.014762252,0.0048280056,0.0053820796,0.9354795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.952513,0.008449176,0.0016788217,0.006114552,0.023246247,0.00799821],"domain_scores_gemma":[0.98701686,0.0018938225,0.0006490205,0.005367584,0.0030222256,0.0020504815],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.04913541,0.0020945985,0.0021198934,0.0038643305,0.0030161473,0.0018940762,0.0121646095,0.001112349,0.0057295226],"category_scores_gemma":[0.0032757751,0.0017954346,0.0004598885,0.0016543758,0.004811698,0.0014242756,0.010289075,0.008745815,0.010629915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0053291395,0.0018597906,0.000057209963,0.0004558945,0.0011583825,0.0004974586,0.014931408,0.000010213529,0.00206856,0.0017720581,0.9156044,0.0562555],"study_design_scores_gemma":[0.0041828128,0.0026012133,0.00031976152,0.0010706203,0.00006005052,0.00007351542,0.006931752,0.0004680627,0.00025482112,0.0021130498,0.97974306,0.002181255],"about_ca_topic_score_codex":0.027456217,"about_ca_topic_score_gemma":0.16605172,"teacher_disagreement_score":0.13859549,"about_ca_system_score_codex":0.017627433,"about_ca_system_score_gemma":0.018316755,"threshold_uncertainty_score":0.99917954},"labels":[],"label_agreement":null},{"id":"W7074591146","doi":"","title":"Labrador slope water connects the subarctic with the Gulf Stream","year":2021,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"Gulf Stream; Current (fluid); Subarctic climate; Hydrography; Boundary current; North Atlantic Deep Water; Meander (mathematics); Water mass; Ocean current","score_opus":0.14305376894484884,"score_gpt":0.2844510158004152,"score_spread":0.14139724685556637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074591146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049290626,0.010432704,0.000020739948,0.0102189435,0.0005928094,0.0034728753,0.0010206898,0.000026061643,0.9737223],"genre_scores_gemma":[0.012808611,0.007476625,0.00024115512,0.0003199601,0.0005162199,0.0009003261,0.00017470759,0.00031303868,0.9772494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99114317,0.0010284823,0.00059435825,0.002373504,0.0023733608,0.0024871437],"domain_scores_gemma":[0.99471205,0.0014324267,0.00022384679,0.002932727,0.00035296835,0.00034595348],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.022972757,0.00057879504,0.00093915523,0.00048003937,0.0020698255,0.0019679149,0.005053583,0.00021484194,0.0921862],"category_scores_gemma":[0.0010830702,0.00030446233,0.00022337028,0.0005561667,0.0044664834,0.00021698233,0.0072210594,0.0033422697,0.028639589],"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":[0.00014641194,0.00016382587,0.0000961699,0.00007670465,0.0005445685,0.00009971794,0.0016525723,0.000031866293,0.0000745282,0.017494915,0.9784452,0.0011735734],"study_design_scores_gemma":[0.0009072602,0.00022376931,0.00034579504,0.00013566649,0.0000124982935,0.000010416173,0.0032198436,0.0001655967,0.00004106892,0.0036227063,0.9908384,0.00047696047],"about_ca_topic_score_codex":0.015646094,"about_ca_topic_score_gemma":0.009084194,"teacher_disagreement_score":0.063546605,"about_ca_system_score_codex":0.002332633,"about_ca_system_score_gemma":0.00072353793,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W7084920018","doi":"10.5281/zenodo.15754758","title":"INMS Guidance Document on Nitrogen Impact Assessment Methods","year":2025,"lang":"en","type":"article","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"Schizophrenia research and treatment","field":"Medicine","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":"Plant Biotechnology Institute","funders":"","keywords":"Nitrogen; Impact assessment; Environmental impact assessment; Reactive nitrogen; Index (typography); Quantitative assessment","score_opus":0.14937073880168558,"score_gpt":0.5063091598473899,"score_spread":0.3569384210457043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084920018","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":[0.31207833,0.014350555,0.002945907,0.053033907,0.0008653449,0.036094207,0.00046628134,0.00032454403,0.5798409],"genre_scores_gemma":[0.83236736,0.006150507,0.11869591,0.0007029304,0.00049801,0.005408189,0.00038504758,0.00017140267,0.03562062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96915174,0.007886546,0.00093351747,0.0026324105,0.015595922,0.0037998965],"domain_scores_gemma":[0.9862101,0.005594195,0.00011604349,0.0035103566,0.0028210527,0.0017482529],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.047366664,0.0007672901,0.0011398285,0.0015619523,0.0019157595,0.0011346636,0.0029384973,0.0002482941,0.0026489678],"category_scores_gemma":[0.00904685,0.00054115884,0.0005302454,0.0020029005,0.0020409138,0.00055980444,0.005962002,0.0063197096,0.0014612807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.06009195,0.0059672077,0.013658463,0.00046592113,0.0035094046,0.0021515924,0.000598603,0.000268838,0.06523377,0.06162308,0.40655062,0.37988055],"study_design_scores_gemma":[0.023081247,0.0152411945,0.19947009,0.0017198079,0.00015028454,0.000092442795,0.0010354941,0.0048452634,0.022893617,0.24830568,0.48194784,0.0012170556],"about_ca_topic_score_codex":0.004078395,"about_ca_topic_score_gemma":0.00049178716,"teacher_disagreement_score":0.5442203,"about_ca_system_score_codex":0.025544811,"about_ca_system_score_gemma":0.013922565,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W7142585137","doi":"","title":"RRS James Cook Expedition JC268. ReBELS-1. 15-30 August 2024. (National Oceanography Centre Research Expedition Report, 84).","year":2025,"lang":"en","type":"other","venue":"NERC Open Research Archive (Natural Environment Research Council)","topic":"","field":"","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":"Cruise; Biogeochemical cycle; Observatory; Mooring; Buoy; Water column; Physical oceanography; Biogeochemistry; Argo; Sediment","score_opus":0.12757362456735927,"score_gpt":0.38209895831310675,"score_spread":0.2545253337457475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7142585137","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024845937,0.0069774403,0.000120645804,0.0048683616,0.0014455151,0.01808147,0.009321035,0.00063471665,0.9583024],"genre_scores_gemma":[0.0024142398,0.013193057,0.0027101156,0.00019579481,0.005270593,0.0055009397,0.014066035,0.0025060568,0.95414317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.87853163,0.022521522,0.0028225596,0.008740815,0.07800004,0.009383451],"domain_scores_gemma":[0.9640595,0.009996551,0.0010981753,0.0071511157,0.01474729,0.0029473996],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.102264695,0.0024859703,0.0024983105,0.01227899,0.0052035,0.004153728,0.011358411,0.0020775108,0.1394385],"category_scores_gemma":[0.03243729,0.0024056686,0.0009611039,0.008244661,0.013069763,0.0022846763,0.017740421,0.02361025,0.036096375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0021542786,0.0021831817,0.00021476993,0.00067054515,0.0009978875,0.0034168751,0.0007811235,0.000043172575,0.0030091337,0.007621391,0.9745965,0.0043111467],"study_design_scores_gemma":[0.003588894,0.0009118635,0.00062908966,0.0030178085,0.0000680118,0.00013004694,0.0031514394,0.000532195,0.00039297744,0.018667165,0.96685493,0.0020555814],"about_ca_topic_score_codex":0.018409831,"about_ca_topic_score_gemma":0.004940294,"teacher_disagreement_score":0.103342116,"about_ca_system_score_codex":0.029843146,"about_ca_system_score_gemma":0.024895512,"threshold_uncertainty_score":0.999218},"labels":[],"label_agreement":null}]}