{"meta":{"query_hash":"0efe54f8d710","filters":{"venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)"},"cohort_total":36,"direct_labels_cover":0,"predictions_cover":36,"exported":36,"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/0efe54f8d710","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Archive+Toulouse+Archive+Ouverte+%28University+of+Toulouse%29"},"results":[{"id":"W2531304133","doi":"","title":"Smartwatches + Head-Worn Displays: the \"New\" Smartphone","year":2015,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"Smartwatch; Wearable computer; Computer science; Human–computer interaction; Wearable technology; Mobile device; Embedded system; World Wide Web","score_opus":0.05231405828313033,"score_gpt":0.26764797618377095,"score_spread":0.21533391790064063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531304133","genre_codex":"methods","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":[0.038901664,0.00088520726,0.727917,0.033354398,0.0059764218,0.0061194696,0.0044985726,0.0001703239,0.1821769],"genre_scores_gemma":[0.3456701,0.0049004075,0.2099111,0.0067698946,0.0024094514,0.0000537783,0.003117275,0.00077110645,0.42639688],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99017066,0.0023659128,0.0010493397,0.002960281,0.0014650305,0.0019887725],"domain_scores_gemma":[0.98986024,0.0016803094,0.0018155286,0.004345812,0.0008614531,0.0014366881],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.0014907713,0.0016474513,0.002304928,0.0005979385,0.0019093027,0.0008978715,0.017286446,0.00047806805,0.0011651061],"category_scores_gemma":[0.000316104,0.0016301945,0.0015036012,0.0008761858,0.0025187384,0.0027516847,0.028326217,0.0031141757,0.0025056526],"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":[0.0033855285,0.0014539399,0.0013153085,0.00027752662,0.002421183,0.0008595542,0.12270814,0.0024646688,0.0070896423,0.07254473,0.7722256,0.013254144],"study_design_scores_gemma":[0.007899177,0.00223828,0.08246399,0.0027763806,0.0013939164,0.00031359945,0.020031642,0.046954818,0.0013857492,0.09000578,0.7405431,0.0039935354],"about_ca_topic_score_codex":0.0873263,"about_ca_topic_score_gemma":0.05304437,"teacher_disagreement_score":0.51800597,"about_ca_system_score_codex":0.0006338953,"about_ca_system_score_gemma":0.003844479,"threshold_uncertainty_score":0.999748},"labels":[],"label_agreement":null},{"id":"W2588801768","doi":"","title":"Electrophysiological correlates of inattentional deafness:
\\nno hearing without listening","year":2012,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Inattentional blindness; Psychology; Electroencephalography; Perception; Cognitive psychology; Audiology; Active listening; Context (archaeology); Stimulus (psychology); Communication; Medicine; Neuroscience","score_opus":0.03857751823007546,"score_gpt":0.2619514340220684,"score_spread":0.22337391579199292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588801768","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":[0.95816934,0.00006243068,0.024062444,0.00021909147,0.00057591806,0.0012329979,0.0007497779,0.00014624924,0.014781777],"genre_scores_gemma":[0.97832966,0.00022501122,0.019253708,0.00014733267,0.0001135273,0.000004974364,0.00016438395,0.00007452289,0.0016869012],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9953478,0.0009217972,0.00063330185,0.0014926707,0.0006884961,0.00091592246],"domain_scores_gemma":[0.9963431,0.0009501775,0.0011564465,0.0010594114,0.00014028334,0.00035062307],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0003891433,0.00070378307,0.0014590487,0.0005106209,0.0005991259,0.00013730206,0.004359086,0.00028951195,0.00036768435],"category_scores_gemma":[0.00017826784,0.00074640266,0.0006718828,0.00027562364,0.0012387624,0.00059571327,0.011149693,0.0017221886,0.0000817706],"study_design_candidate":"bench_or_experimental","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":[0.0056286403,0.0029811056,0.0265713,0.0014735429,0.001054431,0.00038922342,0.02684243,0.008255178,0.8869045,0.015065917,0.01099647,0.0138372835],"study_design_scores_gemma":[0.01593268,0.006897319,0.5488771,0.010315792,0.0023052946,0.0006920849,0.006101344,0.16081774,0.10563596,0.11505636,0.01730812,0.010060188],"about_ca_topic_score_codex":0.003304535,"about_ca_topic_score_gemma":0.0007064583,"teacher_disagreement_score":0.78126854,"about_ca_system_score_codex":0.000114485636,"about_ca_system_score_gemma":0.0003275737,"threshold_uncertainty_score":0.9994987},"labels":[],"label_agreement":null},{"id":"W2669437480","doi":"10.19255/jmpm251","title":"Proactive tactical planning approach for large scale engineering and construction projects","year":2017,"lang":"en","type":"article","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Robustness (evolution); Project management; Project planning; Contingency; Computer science; Contingency plan; Aggregate (composite); Resource (disambiguation); Operations research; Scale (ratio); Engineering; Risk analysis (engineering); Industrial engineering; Systems engineering; Reliability engineering","score_opus":0.07624651867423142,"score_gpt":0.31836132593782435,"score_spread":0.2421148072635929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2669437480","genre_codex":"methods","genre_gemma":"empirical","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":[0.31373116,0.000013790995,0.6241146,0.00046314386,0.00033730236,0.002589577,0.00046304692,0.000079937105,0.058207486],"genre_scores_gemma":[0.6124054,0.000047780784,0.38462955,0.000047228787,0.00009462579,0.000013944165,0.000052629443,0.000034782377,0.0026740415],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771893,0.00013276587,0.0003145591,0.000852016,0.0005227547,0.00045897637],"domain_scores_gemma":[0.99767554,0.0004952682,0.000576859,0.00090029574,0.00015925085,0.00019276787],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011074014,0.0002596051,0.0005372452,0.00048704896,0.0018344297,0.00056851085,0.0019992557,0.00007590347,0.0000874979],"category_scores_gemma":[0.00048123967,0.00026401354,0.0001674784,0.00017754662,0.0005219216,0.0019246496,0.0021572188,0.00029539553,0.00001334117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010485782,0.0014669085,0.29418793,0.00079465535,0.001970887,0.00013539127,0.11707799,0.0023111256,0.0054186247,0.17366125,0.047521092,0.34496835],"study_design_scores_gemma":[0.008826243,0.0007851148,0.20371014,0.00021699879,0.00031346595,0.00012062219,0.04606333,0.64568514,0.00046942293,0.018671088,0.07380686,0.0013315986],"about_ca_topic_score_codex":0.00040624916,"about_ca_topic_score_gemma":0.00039667307,"teacher_disagreement_score":0.643374,"about_ca_system_score_codex":0.000038787744,"about_ca_system_score_gemma":0.00013357894,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2782704337","doi":"","title":"Supporting Model Refinement with Equivalence Checking in the Context of Model-Driven Engineering with UML-RT","year":2017,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Institut national de recherche en informatique et en automatique (INRIA)","keywords":"Computer science; Unified Modeling Language; Equivalence (formal languages); Model checking; Context (archaeology); Process (computing); Programming language; Software engineering; Theoretical computer science; Software","score_opus":0.03371499665657278,"score_gpt":0.26216832664181977,"score_spread":0.22845332998524698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782704337","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030397786,0.00002390382,0.9650568,0.000413975,0.000048511956,0.0018694671,0.00030712958,0.00022567654,0.0016567592],"genre_scores_gemma":[0.43522146,0.00009567735,0.56435704,0.000048032012,0.000011282093,0.000018868948,0.000045566936,0.00005455034,0.00014752262],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958874,0.0001986622,0.0006214188,0.001423057,0.000998116,0.000871334],"domain_scores_gemma":[0.9945799,0.00021574688,0.0013647304,0.0034063528,0.00022450661,0.00020875197],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009123799,0.0007683991,0.0013047358,0.00061454927,0.00037134942,0.00023929575,0.011585836,0.00018382359,0.0000070234632],"category_scores_gemma":[0.000028998102,0.00069290976,0.00027406812,0.0002469757,0.0004639084,0.00097192236,0.009113048,0.0014455339,0.0000023674274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029799942,0.00026749316,0.0008189026,0.00060137326,0.00027830404,0.000290457,0.042301178,0.9080784,0.0010105949,0.03645884,0.0007039183,0.008892565],"study_design_scores_gemma":[0.0012334061,0.00036552368,0.0009174167,0.002495299,0.000109139066,0.00002681192,0.00035270827,0.9903809,0.00029530269,0.0026325588,0.00036472615,0.00082624366],"about_ca_topic_score_codex":0.0039571906,"about_ca_topic_score_gemma":0.003578389,"teacher_disagreement_score":0.40482366,"about_ca_system_score_codex":0.00020346353,"about_ca_system_score_gemma":0.00085559697,"threshold_uncertainty_score":0.9995522},"labels":[],"label_agreement":null},{"id":"W2899536201","doi":"","title":"Development of a reactor-heat exchanger of monolith type for three-phase hydrogenation reactions: proof of concept and modelling strategy","year":2017,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","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":"Université Laval","funders":"","keywords":"Monolith; Catalysis; Materials science; Chemical engineering; Microreactor; Autoclave; Reaction rate; Heat exchanger; Coating; Isothermal process; Chemical kinetics; Chemistry; Kinetics; Composite material; Thermodynamics; Organic chemistry; Metallurgy","score_opus":0.06831608695106918,"score_gpt":0.2734146319582891,"score_spread":0.2050985450072199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899536201","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":[0.497645,0.0003684744,0.49522895,0.000024067744,0.00010848087,0.00192969,0.0022112245,0.000039497263,0.002444634],"genre_scores_gemma":[0.95341307,0.0006622405,0.045055196,0.0000016655216,0.000022795124,0.000010674838,0.0006272096,0.00005187058,0.0001552747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984074,0.000048476315,0.0005885562,0.00045574288,0.00026815824,0.00023161527],"domain_scores_gemma":[0.9980766,0.0001490504,0.0007218098,0.000654383,0.0002997356,0.00009838664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022285098,0.00032619096,0.001043557,0.00039809715,0.00020911823,0.00002588867,0.00078307866,0.00012018271,0.000019864276],"category_scores_gemma":[0.00003127224,0.00038189205,0.00020097273,0.000108038745,0.00035035162,0.0002665996,0.0010654415,0.00023624022,5.632811e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002150513,0.0012520252,0.00043951112,0.006409804,0.006043932,0.000012606827,0.10280997,0.7497287,0.054810427,0.0026231748,0.0018569651,0.071862385],"study_design_scores_gemma":[0.0040617953,0.00046062417,0.001814905,0.001581795,0.0008495067,0.0000033452916,0.0029277774,0.94836247,0.028957544,0.0063335677,0.0037389963,0.0009076887],"about_ca_topic_score_codex":0.001327868,"about_ca_topic_score_gemma":0.0043396764,"teacher_disagreement_score":0.45576808,"about_ca_system_score_codex":0.00006382092,"about_ca_system_score_gemma":0.00024763844,"threshold_uncertainty_score":0.9998633},"labels":[],"label_agreement":null},{"id":"W2900677723","doi":"","title":"Télédétection et géomatique pour le suivi des milieux forestiers - Contributions à l’évaluation des risques","year":2016,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Remote Sensing and LiDAR Applications","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":"Humanities; Political science; Philosophy","score_opus":0.023420795648914017,"score_gpt":0.26009053108842234,"score_spread":0.2366697354395083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900677723","genre_codex":"methods","genre_gemma":"empirical","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":[0.24155334,0.00007219442,0.64850557,0.0045099594,0.00020378557,0.0022057444,0.0026741007,0.00015331504,0.10012198],"genre_scores_gemma":[0.6117479,0.002508732,0.3639467,0.00017569703,0.000110170455,0.000013161014,0.0007788429,0.00013685209,0.020581929],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99397993,0.0020126225,0.0006415079,0.0015138565,0.0006471108,0.0012049504],"domain_scores_gemma":[0.9959137,0.0008788774,0.0008629563,0.001418598,0.0002098443,0.00071605557],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0016084363,0.0007636297,0.0009952304,0.00036627406,0.002680498,0.00021914057,0.0023896948,0.00037409458,0.0008132046],"category_scores_gemma":[0.00040616514,0.00086908747,0.00062385626,0.0004287632,0.0044987523,0.0011292133,0.0038178079,0.0009499902,0.0008589184],"study_design_candidate":"theoretical_or_conceptual","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":[0.0018025077,0.003349378,0.0134510575,0.0006681405,0.0019704644,0.00015646163,0.090443835,0.04475213,0.18270259,0.07759536,0.12225293,0.46085516],"study_design_scores_gemma":[0.0033656056,0.0005022936,0.36245224,0.001648129,0.00061550806,0.000090202346,0.006091725,0.048504602,0.0031953312,0.5392498,0.03276972,0.0015148963],"about_ca_topic_score_codex":0.1540897,"about_ca_topic_score_gemma":0.13222842,"teacher_disagreement_score":0.4616544,"about_ca_system_score_codex":0.0012679823,"about_ca_system_score_gemma":0.0012572908,"threshold_uncertainty_score":0.99991906},"labels":[],"label_agreement":null},{"id":"W2902495158","doi":"","title":"Adaptation of a crop composition and configuration analysis method to European agricultural landscapes","year":2012,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Biodiversity; Quadrat; Geography; Ecosystem services; Environmental resource management; Geomatics; Geostatistics; Agriculture; Ecology; Remote sensing; Ecosystem; Spatial variability; Environmental science; Biology","score_opus":0.01631551746590783,"score_gpt":0.2262335487405018,"score_spread":0.20991803127459396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902495158","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":[0.8192825,0.000026494017,0.16113059,0.0002395276,0.00006480637,0.0009825145,0.000783579,0.00003552439,0.01745447],"genre_scores_gemma":[0.9379861,0.00008532267,0.060832005,0.000047112982,0.000031456682,0.0000023361833,0.0008434396,0.000020823834,0.0001514428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9975333,0.00082423555,0.00034905254,0.0006500924,0.000344889,0.0002984118],"domain_scores_gemma":[0.9984595,0.00014449588,0.0006209345,0.000466237,0.0000422313,0.00026657782],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053140166,0.00031457725,0.0007444897,0.00026217836,0.0002970108,0.00008041447,0.0010507499,0.00008615809,0.00062911847],"category_scores_gemma":[0.0000073180304,0.0002987275,0.00025035345,0.00032953295,0.000068123685,0.0004663913,0.0031564278,0.00024582626,0.000106902866],"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":[0.0024435532,0.0014868382,0.076305375,0.001296537,0.0059728283,0.00009693729,0.20555964,0.5541346,0.090274714,0.0010898686,0.007361376,0.05397776],"study_design_scores_gemma":[0.0015256567,0.000318085,0.8993655,0.0003969057,0.0028245905,0.000012868961,0.0061371583,0.08392081,0.000742221,0.0006293257,0.003114364,0.0010125426],"about_ca_topic_score_codex":0.026994653,"about_ca_topic_score_gemma":0.04013373,"teacher_disagreement_score":0.8230601,"about_ca_system_score_codex":0.00006874213,"about_ca_system_score_gemma":0.000024173907,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W2948723235","doi":"","title":"Combinaison de dispositifs tactiles pour interagir avec un tableur sur tablette","year":2018,"lang":"fr","type":"article","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.018727343245768663,"score_gpt":0.23628705939124106,"score_spread":0.2175597161454724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948723235","genre_codex":"methods","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":[0.19450977,0.00032355278,0.69090974,0.012461166,0.0025359814,0.0017588466,0.0018666207,0.00010528881,0.09552906],"genre_scores_gemma":[0.84226656,0.0008613854,0.07172226,0.00426784,0.0005874698,0.000008035534,0.00029407413,0.0002116287,0.079780735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933624,0.0015552993,0.00064494146,0.0018109909,0.0006906231,0.0019357116],"domain_scores_gemma":[0.994594,0.0010436038,0.0009267828,0.0018375759,0.000771981,0.0008260972],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067900866,0.0009573992,0.0013139781,0.000646214,0.0016152639,0.0006120921,0.007102268,0.0002527502,0.0029192255],"category_scores_gemma":[0.00020414776,0.0012146488,0.0007205636,0.0007976136,0.0019995428,0.0043639173,0.0069978484,0.0012587861,0.0017179847],"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":[0.003753766,0.0042422367,0.0049538133,0.00047448318,0.0025612453,0.0032905622,0.13960686,0.00023070913,0.14314145,0.1207509,0.5328167,0.044177253],"study_design_scores_gemma":[0.0138968,0.0065833293,0.16179694,0.0044041746,0.0013650941,0.0011951288,0.01484308,0.2610344,0.042771216,0.043852285,0.44334814,0.0049094246],"about_ca_topic_score_codex":0.030093305,"about_ca_topic_score_gemma":0.0091127725,"teacher_disagreement_score":0.6477568,"about_ca_system_score_codex":0.0004775665,"about_ca_system_score_gemma":0.0011807368,"threshold_uncertainty_score":0.9996845},"labels":[],"label_agreement":null},{"id":"W2955658106","doi":"","title":"Local and landscape parameters explaining distribution and abundance of Episyrphus balteatus (De Geer, 1776) (Diptera, Syrphidae) in forests and edges of rural landscape","year":2004,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Forest Insect Ecology and Management","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":"Guild; Czech; Geography; Abundance (ecology); Ninth; Focus (optics); Ecology; Biology; Habitat","score_opus":0.008374200327838208,"score_gpt":0.2041137488297725,"score_spread":0.1957395485019343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955658106","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":[0.97163564,0.0001703924,0.024580942,0.00012744358,0.00006412236,0.0008657103,0.0005138994,0.00001691346,0.002024964],"genre_scores_gemma":[0.9929339,0.0013472459,0.005341915,0.0000332611,0.0000055300757,0.000005267832,0.00019962383,0.000020270169,0.00011296216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981034,0.00024690572,0.0003573993,0.0006006797,0.00023713628,0.00045446918],"domain_scores_gemma":[0.9986056,0.00029920522,0.0004545505,0.0004192519,0.0000151867325,0.00020622171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040442616,0.00035198513,0.00079015864,0.00020997642,0.00020065962,0.000031917378,0.0007497499,0.00017475199,0.000116744435],"category_scores_gemma":[0.000046908997,0.0004019105,0.00010528212,0.00014645845,0.0016490007,0.00030372682,0.004366679,0.00049095106,0.00000348306],"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":[0.0031992088,0.00079496234,0.8511149,0.0014681604,0.00056434947,0.00031925598,0.037229273,0.053258613,0.0012545884,0.0038512798,0.0029535538,0.043991808],"study_design_scores_gemma":[0.002678228,0.00053675246,0.96415234,0.0006540146,0.00014847012,0.000029324216,0.0037869029,0.013938413,0.00013182132,0.013324035,0.00018276037,0.0004369134],"about_ca_topic_score_codex":0.014241814,"about_ca_topic_score_gemma":0.02798415,"teacher_disagreement_score":0.11303742,"about_ca_system_score_codex":0.000117831856,"about_ca_system_score_gemma":0.00008016601,"threshold_uncertainty_score":0.9998433},"labels":[],"label_agreement":null},{"id":"W2958881837","doi":"","title":"A Novel Interaction Paradigm For Exploring Spatio-Temporal Data","year":2018,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique","keywords":"Computer science; Visualization; Human–computer interaction; Data visualization; Robot; Data exploration; Augmented reality; Data science; Artificial intelligence","score_opus":0.17961411618704254,"score_gpt":0.32862712318368764,"score_spread":0.1490130069966451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958881837","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020303696,0.000012474326,0.98476213,0.0010313396,0.00096030574,0.0015151888,0.006533644,0.0001895389,0.0029650163],"genre_scores_gemma":[0.03582749,0.0005526367,0.94393927,0.00047965784,0.00040031926,0.000020672403,0.016720623,0.00012824441,0.0019311131],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962001,0.00024779118,0.0005445873,0.0019020353,0.0005282219,0.0005772871],"domain_scores_gemma":[0.99412674,0.00040038145,0.0010325091,0.0038945721,0.00020432775,0.0003415006],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0006720134,0.0005426403,0.00089792325,0.0006198332,0.00062720827,0.0006044189,0.013327767,0.00014564503,0.000122000965],"category_scores_gemma":[0.00015675245,0.00067118235,0.00030998024,0.0003259413,0.00036422486,0.0031013875,0.027919779,0.0005819893,0.000083558865],"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":[0.002536286,0.0037555564,0.002127144,0.0020164896,0.0033026007,0.00020802561,0.061238483,0.006145481,0.0009078919,0.18233062,0.6651166,0.0703148],"study_design_scores_gemma":[0.0019628445,0.00033757434,0.001091886,0.00064899016,0.00020657304,0.00001552792,0.00091430376,0.7577549,0.000066350025,0.018243682,0.21779558,0.00096177246],"about_ca_topic_score_codex":0.0055891504,"about_ca_topic_score_gemma":0.010182622,"teacher_disagreement_score":0.75160944,"about_ca_system_score_codex":0.0001340784,"about_ca_system_score_gemma":0.00071073085,"threshold_uncertainty_score":0.99957395},"labels":[],"label_agreement":null},{"id":"W2965363818","doi":"","title":"Development and Qualification of Instrumented Unmanned Planes for Turbulence Observations in the Atmospheric Surface Layer","year":2018,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège Boréal","funders":"Région Occitanie Pyrénées-Méditerranée; Centre National de la Recherche Scientifique; European Commission","keywords":"Payload (computing); Aerospace engineering; Pitot tube; Environmental science; Global Positioning System; Meteorology; Inertial measurement unit; Remote sensing; Drone; Instrumentation (computer programming); Flight test; Marine engineering; Engineering; Computer science; Geology; Geography; Physics; Flow (mathematics)","score_opus":0.05355582175842665,"score_gpt":0.2511813603455831,"score_spread":0.19762553858715642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965363818","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":[0.94978815,0.00018376182,0.04653789,0.00012891505,0.00013559253,0.0014665393,0.0006385897,0.000071331364,0.0010492104],"genre_scores_gemma":[0.66421354,0.000588115,0.33427364,0.00004867956,0.000020302572,0.000012738453,0.0006371374,0.000049065995,0.000156799],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984183,0.00016928482,0.0003921596,0.00047274053,0.0002368972,0.00031064483],"domain_scores_gemma":[0.9985386,0.00043116178,0.00030362603,0.0005484561,0.00009790043,0.000080269056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046332311,0.00032299254,0.0005220876,0.000090951246,0.00023955423,0.00007915025,0.001485884,0.00012686862,0.000015956504],"category_scores_gemma":[0.000043709322,0.00033389695,0.00009885976,0.0002634975,0.00030938422,0.00020492842,0.0007578634,0.0003648544,0.000003932916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036008796,0.002031432,0.047385607,0.014350813,0.0028401425,0.00007642261,0.6360517,0.0943523,0.05051364,0.0025291133,0.023106035,0.12316188],"study_design_scores_gemma":[0.005642371,0.0005314586,0.19207995,0.003988441,0.00055896165,0.000022547529,0.038626034,0.68447465,0.007895319,0.014883206,0.048657425,0.0026396215],"about_ca_topic_score_codex":0.0022619274,"about_ca_topic_score_gemma":0.0034670518,"teacher_disagreement_score":0.5974257,"about_ca_system_score_codex":0.000058049423,"about_ca_system_score_gemma":0.00018179305,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W2965787251","doi":"","title":"Uncertainty quantification of thermo-acoustic instabilities in annular combustors","year":2014,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Combustor; Monte Carlo method; Uncertainty quantification; Quadratic equation; Subspace topology; Dimension (graph theory); Applied mathematics; Mathematics; Statistical physics; Combustion; Mathematical optimization; Physics; Mathematical analysis; Statistics; Geometry; Chemistry","score_opus":0.015473123022387151,"score_gpt":0.21200564244539546,"score_spread":0.1965325194230083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965787251","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":[0.77785176,0.00008747655,0.2035889,0.00012169671,0.00059314416,0.001766516,0.0018507907,0.00022905327,0.013910647],"genre_scores_gemma":[0.99173945,0.000635546,0.0063906806,0.000023485747,0.000026632319,0.000005705817,0.00066877337,0.00009114079,0.0004185608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973879,0.00041832423,0.00063290144,0.00070468587,0.00038659087,0.00046959822],"domain_scores_gemma":[0.99748075,0.00042237385,0.00043746753,0.0013340192,0.0001403869,0.00018498379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048164764,0.00053338107,0.0012012803,0.0007642656,0.00014893239,0.000053606276,0.002315507,0.00026314857,0.00020830907],"category_scores_gemma":[0.00008702008,0.00068363635,0.00034766062,0.0002829155,0.0006632556,0.0002358754,0.0020463418,0.0010354121,0.000024402432],"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":[0.0003366012,0.00026281932,0.0016715871,0.0012392312,0.00024988383,0.000025904843,0.013706205,0.96960884,0.0031300008,0.0025928637,0.0023491592,0.004826885],"study_design_scores_gemma":[0.0015221194,0.00015357966,0.027160203,0.0008328845,0.00015953243,0.000003920431,0.005108766,0.9543911,0.000084271545,0.007145344,0.0025896886,0.0008485987],"about_ca_topic_score_codex":0.006827451,"about_ca_topic_score_gemma":0.020911973,"teacher_disagreement_score":0.21388769,"about_ca_system_score_codex":0.00026737,"about_ca_system_score_gemma":0.00025357096,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W2982546451","doi":"","title":"Détection de dégradations et d'usures des roulements à billes d'un entrainement électrique","year":2010,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","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":"Safran Electronics (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","score_opus":0.014055236661524851,"score_gpt":0.22976768154935878,"score_spread":0.21571244488783392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982546451","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34608802,0.00011403893,0.6271098,0.0014849448,0.0004929734,0.0016429523,0.0023370392,0.00022183837,0.020508392],"genre_scores_gemma":[0.47078744,0.004893697,0.5152919,0.000120343386,0.0001344724,0.00001816813,0.0016787628,0.00021239316,0.00686281],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9956229,0.0008473228,0.00064793526,0.0011921057,0.00057734124,0.001112406],"domain_scores_gemma":[0.9969795,0.00038591668,0.00055882666,0.0013174262,0.0001941567,0.0005641914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010476194,0.00086560874,0.0011592311,0.00083165796,0.0011613132,0.00031581186,0.002778445,0.0004217317,0.0014419429],"category_scores_gemma":[0.0001120292,0.001111273,0.00087135594,0.0004744397,0.00069181086,0.00049595267,0.0036215761,0.0022092187,0.0001169344],"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":[0.0011004736,0.0039148177,0.021870976,0.001720671,0.01344413,0.000548959,0.100087985,0.44829708,0.13681139,0.10307487,0.015669899,0.15345874],"study_design_scores_gemma":[0.0054213563,0.00085159857,0.23450992,0.0015504161,0.0033340552,0.000096134805,0.006486694,0.5194974,0.0035372402,0.1577154,0.06359624,0.0034035742],"about_ca_topic_score_codex":0.080142915,"about_ca_topic_score_gemma":0.16192362,"teacher_disagreement_score":0.21263894,"about_ca_system_score_codex":0.0005688025,"about_ca_system_score_gemma":0.00053124904,"threshold_uncertainty_score":0.9994709},"labels":[],"label_agreement":null},{"id":"W2982582654","doi":"","title":"Approche Multi-agent pour l'analyse de journaux","year":2019,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.0630297360340687,"score_gpt":0.26839442232416105,"score_spread":0.20536468629009236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982582654","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03772176,0.00029184113,0.9365682,0.0029317532,0.0016450997,0.0035346153,0.0010246389,0.00016249939,0.016119584],"genre_scores_gemma":[0.2011005,0.0023696343,0.70830226,0.0006520356,0.00042445166,0.000016366412,0.0005000359,0.00023515691,0.086399585],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99038124,0.002642193,0.0012290211,0.0027809297,0.0012421042,0.001724508],"domain_scores_gemma":[0.9915013,0.0007892491,0.0025950389,0.0034376376,0.00050127605,0.0011755426],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.0019028969,0.0013365666,0.0023241357,0.0009691517,0.0012421025,0.0007649777,0.011251084,0.0005858297,0.0008930864],"category_scores_gemma":[0.00019853246,0.001618251,0.001538444,0.00062769395,0.0006603511,0.0017159896,0.015195094,0.0022211967,0.0019833483],"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":[0.0023001211,0.008949522,0.036684096,0.0043477323,0.00902124,0.002847225,0.31448755,0.14467822,0.05106195,0.06550412,0.29761663,0.06250162],"study_design_scores_gemma":[0.00690902,0.0005097292,0.08642226,0.0022440022,0.0009093768,0.00018601921,0.0073614744,0.8109788,0.0005264964,0.0060071615,0.07555971,0.0023859872],"about_ca_topic_score_codex":0.04515831,"about_ca_topic_score_gemma":0.01475569,"teacher_disagreement_score":0.66630054,"about_ca_system_score_codex":0.0009029138,"about_ca_system_score_gemma":0.0029120792,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W2989524636","doi":"","title":"Oxydation à haute température d’échantillons en Inconel 718 réalisés par fabrication additive : influence de l’état de surface et de la microstructure","year":2019,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","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":"Safran Electronics (Canada)","funders":"","keywords":"Microstructure; Materials science; Fabrication; Inconel; Physics; Metallurgy; Alloy","score_opus":0.0059830941656838,"score_gpt":0.2264415084500629,"score_spread":0.2204584142843791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989524636","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":[0.8026627,0.00014744911,0.16593537,0.0011927164,0.00044672165,0.0019207693,0.017467016,0.00023985244,0.009987452],"genre_scores_gemma":[0.87326235,0.004411752,0.11663478,0.00034076782,0.00017843646,0.000011516942,0.0023756705,0.00020617973,0.0025785407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99422157,0.0023302315,0.00056014827,0.001314821,0.0004222903,0.0011509156],"domain_scores_gemma":[0.9954902,0.0017632607,0.000895513,0.0010947118,0.00027799528,0.00047833228],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011104607,0.0010618364,0.0013661922,0.0003442787,0.00066911074,0.00045994864,0.0029678915,0.00082514895,0.0005919041],"category_scores_gemma":[0.00035543952,0.001346091,0.00040390674,0.0002820584,0.0008592913,0.001062433,0.003480519,0.0021634426,0.00014243636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011185649,0.0003771787,0.008182351,0.0026733524,0.0016637795,0.00035547977,0.11252348,0.57266223,0.2425429,0.008760304,0.04644149,0.0026989174],"study_design_scores_gemma":[0.003009031,0.0003531872,0.7741733,0.0032382247,0.00092132034,0.00021486355,0.0056360844,0.025404003,0.034238823,0.039411943,0.11069284,0.0027063866],"about_ca_topic_score_codex":0.023278527,"about_ca_topic_score_gemma":0.0031541758,"teacher_disagreement_score":0.765991,"about_ca_system_score_codex":0.0008603585,"about_ca_system_score_gemma":0.0018626146,"threshold_uncertainty_score":0.99889886},"labels":[],"label_agreement":null},{"id":"W2995891203","doi":"","title":"Evaluation prévisionnelle de l’impact de réalisation de la sûreté de fonctionnement d’un « produit »","year":2017,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Quality and Management Systems","field":"Business, Management and Accounting","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":"Safran Electronics (Canada)","funders":"","keywords":"Computer science; Philosophy; Political science","score_opus":0.03364325505161252,"score_gpt":0.28562898810411386,"score_spread":0.2519857330525013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995891203","genre_codex":"methods","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":[0.39350882,0.0003444364,0.41099924,0.007673032,0.0010804872,0.008212394,0.00057516544,0.00029009543,0.17731634],"genre_scores_gemma":[0.9545244,0.0012011748,0.032557,0.00064696866,0.0010106848,0.00006811251,0.0010201746,0.00018112145,0.008790376],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9921133,0.0028711495,0.00076385,0.0014973984,0.0013380446,0.0014162413],"domain_scores_gemma":[0.9941883,0.000593301,0.0024251654,0.0019567225,0.00055927155,0.00027721107],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012336748,0.0008993084,0.0011911166,0.0008442946,0.0027902534,0.0014450513,0.0041991305,0.0004619793,0.0022975563],"category_scores_gemma":[0.0011825149,0.0011262018,0.000830397,0.00030102945,0.00085510104,0.002550436,0.0061264927,0.0011699236,0.00032437115],"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":[0.004561203,0.0060923398,0.083182134,0.007890323,0.0081218295,0.0007691643,0.10482299,0.12951167,0.0074532684,0.11513838,0.3608881,0.1715686],"study_design_scores_gemma":[0.0068935202,0.0002628641,0.26822117,0.0029337567,0.0037446923,0.000044952278,0.012468969,0.37426546,0.00008408676,0.21384577,0.11551385,0.0017208995],"about_ca_topic_score_codex":0.12352036,"about_ca_topic_score_gemma":0.014788345,"teacher_disagreement_score":0.56101555,"about_ca_system_score_codex":0.0021087918,"about_ca_system_score_gemma":0.001879598,"threshold_uncertainty_score":0.9995915},"labels":[],"label_agreement":null},{"id":"W2996616015","doi":"","title":"Aider à la gestion des services de régulation naturelle des bioagresseurs : enjeux de connaissances et de prise en compte des agriculteurs : une approche bibliographique","year":2017,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Political science","score_opus":0.055033972489294966,"score_gpt":0.29608592836031755,"score_spread":0.24105195587102257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996616015","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":[0.9627869,0.001219197,0.009232227,0.0037046787,0.00012586889,0.0015397551,0.0010485677,0.00013088984,0.020211924],"genre_scores_gemma":[0.9133624,0.023274362,0.06012066,0.0001455817,0.00020656531,0.000017290127,0.00070177007,0.000029695844,0.0021417174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99263114,0.0036524124,0.0004517429,0.0012134864,0.0006161643,0.0014350817],"domain_scores_gemma":[0.9946722,0.0027430267,0.0008345047,0.0005124497,0.00048347842,0.0007543537],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002333326,0.00080258783,0.0009992877,0.00065891683,0.0030362583,0.0008967584,0.0043750047,0.0007248563,0.00048138207],"category_scores_gemma":[0.00034996038,0.00058002013,0.000626514,0.0012228936,0.005035653,0.0011663297,0.003614763,0.0018344864,0.000041286676],"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":[0.0044235466,0.0024880862,0.41983175,0.00466926,0.0017933943,0.00095629005,0.17911813,0.013180151,0.14561369,0.03243995,0.012958506,0.18252726],"study_design_scores_gemma":[0.0008819771,0.00057836703,0.79805917,0.0029490304,0.00028264197,0.000121374505,0.0074465843,0.0056090164,0.000757134,0.17518024,0.00728379,0.000850701],"about_ca_topic_score_codex":0.20349212,"about_ca_topic_score_gemma":0.15651827,"teacher_disagreement_score":0.37822738,"about_ca_system_score_codex":0.00033000778,"about_ca_system_score_gemma":0.0005875282,"threshold_uncertainty_score":0.99966514},"labels":[],"label_agreement":null},{"id":"W2999201873","doi":"","title":"Dispositif d'évaluation pour un certificat d'aptitudes cliniques : quelles mesures pour quelles compétences ?","year":2019,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Information Technology and Learning","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":"Institut National de la Santé et de la Recherche Médicale; University of Ottawa","keywords":"Humanities; Sociology; Political science; Art","score_opus":0.044768414169200195,"score_gpt":0.3088751491893879,"score_spread":0.2641067350201877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999201873","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":[0.49309,0.0010109241,0.20826799,0.023518817,0.0021012453,0.0062802546,0.0019353994,0.00079226046,0.2630031],"genre_scores_gemma":[0.8413697,0.008189772,0.12132672,0.0003928943,0.00022007302,0.000013701086,0.00093882915,0.000095153875,0.027453143],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9915247,0.003618312,0.0011359458,0.001491315,0.0010951932,0.0011345354],"domain_scores_gemma":[0.99343514,0.0020628376,0.002277612,0.0013422897,0.00048132826,0.00040080494],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0026510006,0.0009369888,0.0017486048,0.00075564784,0.0029602535,0.000336893,0.0058672093,0.00081725797,0.0032978728],"category_scores_gemma":[0.0003669585,0.0011034406,0.0008900963,0.0005092549,0.0034590499,0.0014781874,0.0045889732,0.0021251584,0.0019385597],"study_design_candidate":"theoretical_or_conceptual","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":[0.00210842,0.001772725,0.05229442,0.0007231285,0.0029052168,0.00016499242,0.35305056,0.013374557,0.0015088847,0.3501333,0.067825474,0.15413833],"study_design_scores_gemma":[0.0052374178,0.0011991551,0.20387737,0.0042839097,0.0015792237,0.000041557738,0.24474518,0.06133035,0.000889662,0.31511867,0.15728188,0.0044156294],"about_ca_topic_score_codex":0.026893167,"about_ca_topic_score_gemma":0.026643772,"teacher_disagreement_score":0.3482797,"about_ca_system_score_codex":0.00032280202,"about_ca_system_score_gemma":0.0019535425,"threshold_uncertainty_score":0.99951154},"labels":[],"label_agreement":null},{"id":"W3005896458","doi":"","title":"Évaluation de l’innocuité de l’administration précoce d’une supplémentation en IgY sur la qualité du transfert passif et sur la croissance chez le chiot.","year":2019,"lang":"fr","type":"dissertation","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Animal health and immunology","field":"Veterinary","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":"Colostrum; Biology","score_opus":0.03345907462409891,"score_gpt":0.302340721636348,"score_spread":0.2688816470122491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005896458","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":[0.91555434,0.00015315705,0.04047015,0.0048284163,0.0003944938,0.0030391433,0.0019109426,0.00012598028,0.033523355],"genre_scores_gemma":[0.9590703,0.0025135574,0.013460785,0.0004477926,0.00010903265,0.000034872144,0.0071446965,0.00020777782,0.017011156],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98872334,0.006862476,0.0010343799,0.0014525449,0.0006777185,0.0012495394],"domain_scores_gemma":[0.9938556,0.0033337872,0.0011577106,0.000881783,0.00031275713,0.00045838836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024285433,0.0009801224,0.0014956893,0.0005802077,0.0010437255,0.00026774884,0.0021994326,0.0008474604,0.0006360899],"category_scores_gemma":[0.00034171648,0.0013369535,0.00059333624,0.00045117212,0.00069670595,0.0019623486,0.0005200609,0.0017916177,0.00018994107],"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":[0.060081176,0.00542424,0.023485024,0.00493556,0.0019205334,0.0015102164,0.54089177,0.0009804822,0.2420746,0.050941855,0.02035708,0.04739746],"study_design_scores_gemma":[0.014101416,0.010043971,0.828262,0.0021728028,0.0010523342,0.0007779387,0.0670468,0.035118863,0.0028594253,0.004746949,0.031204259,0.0026132832],"about_ca_topic_score_codex":0.11584981,"about_ca_topic_score_gemma":0.040333882,"teacher_disagreement_score":0.8047769,"about_ca_system_score_codex":0.00054487196,"about_ca_system_score_gemma":0.006630178,"threshold_uncertainty_score":0.9990013},"labels":[],"label_agreement":null},{"id":"W3015198208","doi":"","title":"Temperature dependent hysteresis modeling of a piezotube actuator using elman neural network","year":2019,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Agence Nationale de la Recherche","keywords":"Hysteresis; Displacement (psychology); Actuator; Control theory (sociology); Voltage; Artificial neural network; Atmospheric temperature range; Materials science; Temperature control; Computer science; Engineering; Physics; Control engineering; Condensed matter physics; Control (management); Thermodynamics; Artificial intelligence; Electrical engineering","score_opus":0.014927706323020422,"score_gpt":0.20278534078960467,"score_spread":0.18785763446658424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015198208","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":[0.73206925,0.00050671626,0.25569016,0.000074047675,0.0008380931,0.0025922167,0.0016720989,0.00024381431,0.006313607],"genre_scores_gemma":[0.9791161,0.000505772,0.019322531,0.00006695311,0.00019396612,0.000004677807,0.0002251952,0.0001865242,0.0003782734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9961836,0.00034371627,0.0007176187,0.0010751709,0.00066051615,0.0010193815],"domain_scores_gemma":[0.99703485,0.00027057444,0.00057042995,0.0015950314,0.00015961887,0.0003694995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034757322,0.00091742864,0.0019617595,0.0005175342,0.0003515145,0.00014181697,0.0034942778,0.00044283413,0.00014965609],"category_scores_gemma":[0.000033309305,0.0010828839,0.00075754884,0.0003100312,0.00018397713,0.0004717767,0.0038444265,0.0017224334,0.000022789103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006534088,0.0001444633,0.00048687795,0.0006923353,0.0014085599,0.00010265051,0.0038505981,0.9745759,0.0046051764,0.00023117733,0.004121523,0.009127351],"study_design_scores_gemma":[0.001810663,0.00017929943,0.0003447656,0.00076946197,0.0005781347,0.000018059565,0.0006796803,0.9920682,0.00006619691,0.0021432631,0.0003201663,0.0010221188],"about_ca_topic_score_codex":0.0053774654,"about_ca_topic_score_gemma":0.0027270452,"teacher_disagreement_score":0.24704687,"about_ca_system_score_codex":0.0002743414,"about_ca_system_score_gemma":0.00048515483,"threshold_uncertainty_score":0.99916214},"labels":[],"label_agreement":null},{"id":"W3033787192","doi":"","title":"La classe inversée ou la réorganisation de l'espace-temps dans la dualité des paradigmes \"Enseigner/apprendre\"","year":2013,"lang":"fr","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Educational Tools and Methods","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":"Humanities; Philosophy","score_opus":0.04953787602905798,"score_gpt":0.31034255982913206,"score_spread":0.2608046838000741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033787192","genre_codex":"other","genre_gemma":"methods","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":[0.42422703,0.00021301434,0.057305757,0.0051501105,0.00065836724,0.002262627,0.0013144987,0.00019005533,0.50867856],"genre_scores_gemma":[0.41792846,0.012505266,0.42194745,0.00065973774,0.00061972253,0.0000554568,0.0008245306,0.00032495492,0.14513443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98407936,0.011356995,0.00069523836,0.0016105778,0.0009891494,0.0012686526],"domain_scores_gemma":[0.9906893,0.005415222,0.0012197401,0.001274506,0.00028374046,0.001117498],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003349629,0.0009635347,0.0014185496,0.00044427437,0.0020620953,0.0005726379,0.0043317378,0.0008109335,0.0013108474],"category_scores_gemma":[0.0006005405,0.0011984418,0.0007880849,0.0006319092,0.006560481,0.0014129253,0.0039050854,0.0018357539,0.00031594362],"study_design_candidate":"theoretical_or_conceptual","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":[0.00036242593,0.0010442468,0.0042820824,0.00037959142,0.0008015425,0.00017550775,0.36799812,0.00082114444,0.0025656242,0.5634429,0.03118458,0.026942227],"study_design_scores_gemma":[0.0018743965,0.0002679973,0.091618426,0.00097497535,0.0007068812,0.00007525258,0.12798214,0.0018363728,0.00017172874,0.2890048,0.4839459,0.0015411476],"about_ca_topic_score_codex":0.08442012,"about_ca_topic_score_gemma":0.0435379,"teacher_disagreement_score":0.45276132,"about_ca_system_score_codex":0.00083036,"about_ca_system_score_gemma":0.0036665983,"threshold_uncertainty_score":0.9996021},"labels":[],"label_agreement":null},{"id":"W3080419432","doi":"10.3233/faia200470","title":"Entropy-based adaptive exploit-explore coefficient for Monte-Carlo path planning","year":2020,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Agence Nationale de la Recherche","keywords":"Computer science; Motion planning; Mathematical optimization; Monte Carlo method; Convergence (economics); Context (archaeology); Entropy (arrow of time); Artificial intelligence; Mathematics; Robot","score_opus":0.08950398227348327,"score_gpt":0.27367719963964565,"score_spread":0.18417321736616238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080419432","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001860023,0.00006416362,0.984467,0.0029185177,0.00044446258,0.0044673188,0.0018124958,0.0003926775,0.0035733243],"genre_scores_gemma":[0.17243233,0.00019057051,0.8244343,0.000994767,0.00011917048,0.00007378827,0.00070990913,0.00015399717,0.0008911662],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9942601,0.00075349,0.000649815,0.0022575837,0.0010071619,0.0010718984],"domain_scores_gemma":[0.99506617,0.00079233886,0.0010027278,0.0018909527,0.00042241055,0.00082543097],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.000580819,0.0008586228,0.0014353803,0.0006858906,0.00093785266,0.00049767556,0.00874033,0.0002603623,0.00009508962],"category_scores_gemma":[0.00015782985,0.0010202965,0.00082315394,0.0004903225,0.0005151856,0.00079839217,0.011619,0.001311912,0.00006617914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029601147,0.0014051727,0.00040126842,0.00091196236,0.0010767365,0.00059404655,0.07914452,0.7384413,0.0008457898,0.044732936,0.11863655,0.010849604],"study_design_scores_gemma":[0.0036199838,0.0011805193,0.00039844093,0.0007477281,0.00011730137,0.000004176449,0.003276334,0.9621351,0.00008727278,0.012701701,0.014635186,0.0010963087],"about_ca_topic_score_codex":0.0013375059,"about_ca_topic_score_gemma":0.00030359247,"teacher_disagreement_score":0.22369376,"about_ca_system_score_codex":0.0002500165,"about_ca_system_score_gemma":0.0014711926,"threshold_uncertainty_score":0.9992247},"labels":[],"label_agreement":null},{"id":"W3096636895","doi":"","title":"Influence of particle turbulence model on a pipe elbow erosion prediction based on Euler-Euler approach","year":2020,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Isotropy; Mechanics; Turbulence; Particle (ecology); Surface finish; Surface roughness; Physics; Classical mechanics; Materials science; Geometry; Mathematics; Geology; Optics; Thermodynamics; Composite material","score_opus":0.02365133403113334,"score_gpt":0.21429345034888372,"score_spread":0.19064211631775038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096636895","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":[0.7708438,0.00001163308,0.21733612,0.00015980925,0.00017960374,0.0013961003,0.0027268108,0.00031287168,0.0070332466],"genre_scores_gemma":[0.95439035,0.00016040762,0.04473567,0.000116130104,0.00003769777,0.000016344608,0.00030207142,0.00012365417,0.00011767638],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99644226,0.00031529326,0.0005799406,0.0011960134,0.0008156561,0.00065080955],"domain_scores_gemma":[0.99695575,0.0004536067,0.00036796098,0.0016747366,0.00011799243,0.00042995554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032984646,0.00068720104,0.0010267996,0.0003551359,0.00024913286,0.00006681078,0.0028569947,0.00026393528,0.000035008212],"category_scores_gemma":[0.00015535344,0.0008494599,0.00038650315,0.00033660166,0.0004761032,0.00038724433,0.0023960667,0.0014467329,0.000063355925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010360278,0.00048603278,0.00048872054,0.0005209473,0.00018231556,0.00003055317,0.004646475,0.954184,0.034273837,0.001313852,0.0021943196,0.0006429501],"study_design_scores_gemma":[0.0016617754,0.00045465308,0.010133505,0.0008144548,0.00016924641,0.0000018143871,0.00019888412,0.9814334,0.0018084618,0.0025992282,0.000067982815,0.00065660203],"about_ca_topic_score_codex":0.00064087927,"about_ca_topic_score_gemma":0.00019832634,"teacher_disagreement_score":0.18354654,"about_ca_system_score_codex":0.00026359418,"about_ca_system_score_gemma":0.00026528013,"threshold_uncertainty_score":0.9993956},"labels":[],"label_agreement":null},{"id":"W3175843652","doi":"","title":"Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics","year":2021,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","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":"Université de Sherbrooke","funders":"","keywords":"Dynamics (music); Computer science; Boundary (topology); Convolutional neural network; Artificial intelligence; Mathematics; Physics; Mathematical analysis","score_opus":0.00880961013912102,"score_gpt":0.22712966247111235,"score_spread":0.21832005233199134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175843652","genre_codex":"methods","genre_gemma":"other","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":[0.0054857107,0.0002788768,0.75709075,0.00023172244,0.00074115966,0.003694607,0.0036464464,0.000092974886,0.22873774],"genre_scores_gemma":[0.30457664,0.00068500184,0.048475977,0.0001381802,0.0009469817,0.000068280235,0.039377153,0.00087686686,0.60485494],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99802154,0.00034111956,0.00033451358,0.0006367162,0.00022839474,0.00043769937],"domain_scores_gemma":[0.9982976,0.00041398907,0.0006900777,0.00034901235,0.00007752119,0.00017181686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012728086,0.00039280704,0.0009141606,0.00040195728,0.00029131662,0.000040923205,0.00080496556,0.00015126241,0.0028961056],"category_scores_gemma":[0.000012912125,0.0005060695,0.0004236691,0.00023484672,0.00048358165,0.00013968989,0.0006619842,0.00065487856,0.000007188218],"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":[0.0016347438,0.0020222273,0.01753433,0.0013906654,0.0024126489,0.00012964757,0.0026458008,0.041161872,0.0003106488,0.084971644,0.82895225,0.016833544],"study_design_scores_gemma":[0.011743795,0.00086288276,0.009728277,0.003923857,0.0007118887,0.000010817064,0.0032435865,0.55761385,0.0000515153,0.019068416,0.39088395,0.0021571484],"about_ca_topic_score_codex":0.008203448,"about_ca_topic_score_gemma":0.012562486,"teacher_disagreement_score":0.70861477,"about_ca_system_score_codex":0.00007603275,"about_ca_system_score_gemma":0.00039767794,"threshold_uncertainty_score":0.9997391},"labels":[],"label_agreement":null},{"id":"W4289366718","doi":"","title":"Formalizing Reusable Communication Models for Distributed Systems Architecture","year":2018,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Architecture; Computer architecture; Distributed computing; Software engineering; Programming language","score_opus":0.039068316042103625,"score_gpt":0.2579896789879258,"score_spread":0.21892136294582218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289366718","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000082411,0.000266857,0.9218896,0.00015017233,0.00031858167,0.002218833,0.0018418594,0.00077418634,0.07253167],"genre_scores_gemma":[0.00013819602,0.0005517522,0.91239697,0.000038044247,0.00008295821,0.000021303498,0.00068613776,0.00030045558,0.08578416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99671406,0.00062019174,0.0003948958,0.001074839,0.00042640604,0.0007696264],"domain_scores_gemma":[0.994516,0.0012798416,0.00089560775,0.0028988924,0.00015934448,0.0002502719],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0006983224,0.0006318071,0.0012001653,0.000639601,0.0005475614,0.00019952485,0.008753976,0.0002892311,0.00006423806],"category_scores_gemma":[0.00024099009,0.00072746834,0.00032376722,0.00038746488,0.0005185591,0.00084510987,0.0053677354,0.000507435,0.000049509552],"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":[0.000294745,0.00021486446,0.000013873528,0.0009023838,0.0008054733,0.00003750508,0.0053582354,0.09931577,0.00020907857,0.059359606,0.8270179,0.0064705787],"study_design_scores_gemma":[0.0025797049,0.00061052036,0.000039786115,0.0022790483,0.00022768692,0.000035258334,0.00094129384,0.21122697,0.00005285708,0.12855376,0.6517459,0.0017071924],"about_ca_topic_score_codex":0.0030122187,"about_ca_topic_score_gemma":0.0018468845,"teacher_disagreement_score":0.17527196,"about_ca_system_score_codex":0.00014942905,"about_ca_system_score_gemma":0.00024784898,"threshold_uncertainty_score":0.9995176},"labels":[],"label_agreement":null},{"id":"W4289660865","doi":"","title":"A new adaptive prognostics approach based on hybrid feature selection with application to point machine monitoring","year":2018,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Prognostics; Computer science; Feature selection; Selection (genetic algorithm); Feature (linguistics); Point (geometry); Artificial intelligence; Machine learning; Data mining; Mathematics","score_opus":0.014721661484268303,"score_gpt":0.2179070013580755,"score_spread":0.2031853398738072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289660865","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043809647,0.000027414544,0.9788569,0.00017653046,0.0001529519,0.0034596266,0.00043012158,0.0006098446,0.011905641],"genre_scores_gemma":[0.22492233,0.00006834208,0.773716,0.00007682719,0.00019208949,0.000043490603,0.00038048514,0.0001428449,0.00045761798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974254,0.00018387438,0.00025422944,0.0010532748,0.0005139461,0.00056929333],"domain_scores_gemma":[0.99804544,0.00013712216,0.00028932127,0.00090402685,0.00022382326,0.0004002327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003129302,0.00068972196,0.00082665036,0.0006905933,0.00031083202,0.00006373011,0.0015906168,0.00020588627,0.000025974905],"category_scores_gemma":[0.00004266807,0.0007631478,0.00019775942,0.00032593776,0.00016475604,0.00023537043,0.0010395378,0.0012690093,0.000022605373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011216972,0.001172893,0.005373241,0.0009327495,0.0020141017,0.00012876716,0.0074640107,0.68850935,0.014878804,0.00074354524,0.12036525,0.14720033],"study_design_scores_gemma":[0.005035547,0.005071415,0.012099978,0.0023124313,0.0010788618,0.00003737206,0.00095343014,0.924015,0.021112788,0.007916593,0.017178068,0.003188539],"about_ca_topic_score_codex":0.0009828872,"about_ca_topic_score_gemma":0.00092154456,"teacher_disagreement_score":0.23550564,"about_ca_system_score_codex":0.00036662302,"about_ca_system_score_gemma":0.00028912132,"threshold_uncertainty_score":0.999482},"labels":[],"label_agreement":null},{"id":"W4296142714","doi":"","title":"Turbulent Touch: Touchscreen Input for Cockpit Flight Displays","year":2017,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Touchscreen; Cockpit; Computer science; Human–computer interaction; Computer graphics (images); Flight simulator; Aeronautics; Simulation; Engineering","score_opus":0.04723150318981249,"score_gpt":0.28454354965371026,"score_spread":0.23731204646389775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296142714","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056376816,0.00006884647,0.94159067,0.0072198254,0.00040932797,0.0045413864,0.0038554627,0.0002268403,0.036449935],"genre_scores_gemma":[0.23364577,0.0024540909,0.7338962,0.0015464409,0.0005657363,0.00014907587,0.0030178796,0.00030606013,0.02441878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99506694,0.0003501087,0.00063576206,0.0021115844,0.0007636763,0.001071926],"domain_scores_gemma":[0.9916342,0.0006445039,0.001484948,0.0051111253,0.00033443279,0.0007907938],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0006053015,0.0008619062,0.0015248051,0.0005550942,0.0017467742,0.0009528956,0.016456785,0.00036097757,0.00010030724],"category_scores_gemma":[0.00020307417,0.0009843571,0.0008664542,0.00020909078,0.0007047376,0.0013474283,0.01856751,0.0010509404,0.000135294],"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":[0.0016002806,0.0021890213,0.00032990228,0.0011847019,0.002135253,0.00035866155,0.034169354,0.0033611692,0.0025524134,0.276766,0.5577451,0.11760812],"study_design_scores_gemma":[0.006517189,0.001760629,0.014780056,0.0016769526,0.0006696547,0.00007658434,0.0011160196,0.18926314,0.00084859726,0.25938216,0.5203078,0.0036012223],"about_ca_topic_score_codex":0.011465293,"about_ca_topic_score_gemma":0.0063411905,"teacher_disagreement_score":0.22800809,"about_ca_system_score_codex":0.00025139027,"about_ca_system_score_gemma":0.0011949091,"threshold_uncertainty_score":0.9995528},"labels":[],"label_agreement":null},{"id":"W4297818807","doi":"","title":"Experimental comparison between diagnostic indicators for bearing fault detection in synchronous machine by spectral Kurtosis and energy analysis","year":2012,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","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":"Safran Electronics (Canada)","funders":"","keywords":"Kurtosis; Bearing (navigation); Computer science; Fault (geology); Fault detection and isolation; Energy (signal processing); Spectral analysis; Condition monitoring; Pattern recognition (psychology); Artificial intelligence; Engineering; Statistics; Mathematics; Electrical engineering; Physics; Geology","score_opus":0.007588555048946115,"score_gpt":0.24069734681381033,"score_spread":0.2331087917648642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297818807","genre_codex":"methods","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":[0.12361974,0.005576999,0.6938106,0.000109107146,0.00046546684,0.005549067,0.014826825,0.0020471525,0.15399507],"genre_scores_gemma":[0.97261196,0.0012832762,0.018843241,0.000022090646,0.00011556709,0.00005377456,0.0016146954,0.00054866046,0.004906753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975707,0.00020447919,0.00044315352,0.00078411284,0.0002944596,0.0007030806],"domain_scores_gemma":[0.99798304,0.00068166613,0.0003831361,0.00059765036,0.000012779455,0.0003417176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019365399,0.00068563374,0.0015546437,0.0021723579,0.00019168018,0.00006908458,0.0012301729,0.00030397132,0.0004613377],"category_scores_gemma":[0.000037924052,0.0008795981,0.00034191387,0.00057888194,0.00027312734,0.00026804252,0.00083678804,0.0005356974,0.000008170527],"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":[0.0006658717,0.002823813,0.23755188,0.0016889418,0.015598362,0.000110108376,0.018099582,0.0026742807,0.0151029155,0.0008754111,0.47886497,0.22594386],"study_design_scores_gemma":[0.01305181,0.0028501733,0.19079556,0.0022662084,0.010691212,0.000021546884,0.0034491844,0.14948674,0.040766798,0.0009210624,0.5766398,0.009059964],"about_ca_topic_score_codex":0.03295112,"about_ca_topic_score_gemma":0.037878755,"teacher_disagreement_score":0.8489922,"about_ca_system_score_codex":0.00026493447,"about_ca_system_score_gemma":0.000032997737,"threshold_uncertainty_score":0.99936545},"labels":[],"label_agreement":null},{"id":"W4300117389","doi":"","title":"Visual composition of graphical elements on non-rectangular displays","year":2017,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Composition (language); Computer science; Computer graphics (images); Human–computer interaction; Art","score_opus":0.010915874777566947,"score_gpt":0.2603372811313377,"score_spread":0.24942140635377075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300117389","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":[0.0023288121,0.000033541935,0.27713764,0.00024008703,0.00055383734,0.0017790874,0.0018139035,0.00006575699,0.71604735],"genre_scores_gemma":[0.33774686,0.0019449145,0.17942373,0.0014225007,0.000538293,0.000028439608,0.0036583631,0.0014671648,0.47376972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673307,0.00037902233,0.00036305297,0.0011875806,0.0007137821,0.00062346697],"domain_scores_gemma":[0.99620473,0.00022602077,0.001424641,0.0017325843,0.00012544036,0.00028657675],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00023836098,0.00064008497,0.0011966024,0.0010299917,0.0005223522,0.00011565532,0.006214199,0.0002260354,0.0005442026],"category_scores_gemma":[0.000032499313,0.00072484004,0.0006029171,0.0002220475,0.0006758916,0.00065140054,0.0033213804,0.0006564428,0.00023285826],"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":[0.0014095852,0.00202218,0.0006512451,0.00035023424,0.0019189679,0.0005738188,0.0048468527,0.000056118082,0.028504975,0.023731317,0.93000257,0.0059321197],"study_design_scores_gemma":[0.027994746,0.015610889,0.07604321,0.019095896,0.0020882227,0.00014470956,0.0032920965,0.062848546,0.012268469,0.021061584,0.7501113,0.009440342],"about_ca_topic_score_codex":0.0056747473,"about_ca_topic_score_gemma":0.0022208581,"teacher_disagreement_score":0.33541805,"about_ca_system_score_codex":0.000088547335,"about_ca_system_score_gemma":0.000231772,"threshold_uncertainty_score":0.99952024},"labels":[],"label_agreement":null},{"id":"W4301949660","doi":"","title":"High Rate of Inattentional Deafness in Simulated Air Traffic Control Tasks","year":2015,"lang":"en","type":"article","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Inattentional blindness; Control (management); Air traffic control; Psychology; Artificial intelligence; Perception; Engineering; Aerospace engineering","score_opus":0.028225513183407984,"score_gpt":0.2935240362418277,"score_spread":0.2652985230584197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301949660","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":[0.95605147,0.000014444691,0.013183673,0.0010626713,0.0005893971,0.0011174465,0.00075665466,0.00010229408,0.027121928],"genre_scores_gemma":[0.993175,0.00000961172,0.0017740151,0.00030099135,0.00003240805,0.0000032359076,0.00023770373,0.000038032325,0.0044289646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9968984,0.0011576159,0.0005780113,0.0006059063,0.000315762,0.00044429564],"domain_scores_gemma":[0.99775034,0.000517306,0.0005728223,0.0006205233,0.00024008064,0.00029894672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006639934,0.0003058797,0.0007839257,0.0006979897,0.00018759618,0.000025267753,0.0013070833,0.00012623769,0.003176238],"category_scores_gemma":[0.000093183226,0.00036117306,0.0002497226,0.00037939107,0.00044576035,0.00050530955,0.0004318644,0.00046157825,0.00040834502],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.038868975,0.010224754,0.029761335,0.00034250863,0.0039156275,0.0017395397,0.19721445,0.26679397,0.006101977,0.19496125,0.2193558,0.030719792],"study_design_scores_gemma":[0.055864908,0.0019992443,0.7526851,0.00052785967,0.00037791237,0.00007855314,0.03294536,0.09898459,0.00012194408,0.01650774,0.038168706,0.0017380385],"about_ca_topic_score_codex":0.008062057,"about_ca_topic_score_gemma":0.005981992,"teacher_disagreement_score":0.7229238,"about_ca_system_score_codex":0.00012532707,"about_ca_system_score_gemma":0.0002519656,"threshold_uncertainty_score":0.999884},"labels":[],"label_agreement":null},{"id":"W4302984178","doi":"","title":"Multi-criteria Group Decision Making with Private and Shared Criteria An Experiment","year":2017,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Group (periodic table); Computer science; Group decision-making; Psychology; Chemistry; Social psychology","score_opus":0.15354871646365878,"score_gpt":0.4093034495158489,"score_spread":0.2557547330521901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302984178","genre_codex":"empirical","genre_gemma":"methods","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":[0.5576898,0.00017091716,0.42913553,0.00036031473,0.0011877111,0.0038868508,0.003647659,0.0002044804,0.003716773],"genre_scores_gemma":[0.42464352,0.00016535884,0.5737953,0.00015865751,0.00009738654,0.000015425256,0.0002396004,0.00015865923,0.0007260636],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9875267,0.002062021,0.0016115163,0.0045657135,0.0029457908,0.0012882722],"domain_scores_gemma":[0.9861126,0.0022943413,0.0030609653,0.0068730456,0.00063656183,0.0010224755],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.003673775,0.0014785544,0.0029258376,0.0018536155,0.0023870955,0.0045044594,0.0151964305,0.0004828792,0.0023465739],"category_scores_gemma":[0.0014107681,0.0014045442,0.0005996074,0.00037282179,0.0017694224,0.003276308,0.033039752,0.001459814,0.00016029838],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04117244,0.0061080544,0.01645041,0.0009006176,0.002513449,0.007348933,0.1917401,0.0028019764,0.098667696,0.0042136493,0.08145431,0.54662836],"study_design_scores_gemma":[0.018756088,0.0028946425,0.34171975,0.009571213,0.00074038695,0.00034364976,0.017014205,0.4398822,0.0002823064,0.11676061,0.04570374,0.006331215],"about_ca_topic_score_codex":0.0032238404,"about_ca_topic_score_gemma":0.010474521,"teacher_disagreement_score":0.54029715,"about_ca_system_score_codex":0.00024096029,"about_ca_system_score_gemma":0.0004831069,"threshold_uncertainty_score":0.9997964},"labels":[],"label_agreement":null},{"id":"W4317566614","doi":"","title":"The control of hydroxyl density on glass particulates surface: Application to anionic polymerization of polyamide 6","year":2021,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Photopolymerization techniques and applications","field":"Chemistry","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":"Polytechnique Montréal","funders":"","keywords":"Polyamide; Particulates; Polymerization; Chemical engineering; Polymer chemistry; Materials science; Anionic addition polymerization; Polymer; Chemistry; Composite material; Organic chemistry; Engineering","score_opus":0.008385134580883196,"score_gpt":0.2278292925504076,"score_spread":0.2194441579695244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317566614","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":[0.710552,0.000080365375,0.27817526,0.0008812272,0.00006425296,0.001637972,0.002268718,0.00010582974,0.0062343925],"genre_scores_gemma":[0.9921898,0.00046879734,0.005754112,0.00008956373,0.000026455338,0.000019833777,0.0007982687,0.00005696157,0.0005961683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973833,0.00022584727,0.00069789536,0.00082874,0.00048558303,0.00037862817],"domain_scores_gemma":[0.99586326,0.0005024545,0.0013784393,0.0017853314,0.0002487845,0.00022171567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027051428,0.00040874767,0.00092943705,0.00014219862,0.00048766003,0.0000682245,0.0022245373,0.0001992039,0.0001330859],"category_scores_gemma":[0.00009118668,0.000435234,0.00038316703,0.0003263697,0.0005270737,0.00013161133,0.0021626744,0.0004879442,0.00000864279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008066787,0.0006159606,0.0016596133,0.00030988542,0.0005092556,0.000006503062,0.0030411466,0.007987966,0.9674823,0.012316507,0.0006567121,0.004607417],"study_design_scores_gemma":[0.0021085942,0.00029819072,0.007872316,0.0010500035,0.0005850989,0.0000073826136,0.0031279013,0.061982706,0.91144705,0.0072562536,0.0032041604,0.0010603407],"about_ca_topic_score_codex":0.008096625,"about_ca_topic_score_gemma":0.002031331,"teacher_disagreement_score":0.28163785,"about_ca_system_score_codex":0.00010249816,"about_ca_system_score_gemma":0.0004115681,"threshold_uncertainty_score":0.9998099},"labels":[],"label_agreement":null},{"id":"W4317703437","doi":"","title":"Tailoring glass fiber surface for the polymerization and crystallization of anionic PA6","year":2021,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Crystallization; Materials science; Glass fiber; Polymerization; Anionic addition polymerization; Fiber; Composite material; Polymer chemistry; Chemical engineering; Polymer; Engineering","score_opus":0.029367048874681556,"score_gpt":0.22373373528037363,"score_spread":0.19436668640569207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317703437","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":[0.71715397,0.006004998,0.26405248,0.0016846668,0.0007478947,0.0032543715,0.0037535818,0.00010908393,0.0032389828],"genre_scores_gemma":[0.9278886,0.0032045955,0.06501646,0.00008726211,0.000078009776,0.000012371137,0.00043114467,0.000098508084,0.0031830678],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975963,0.00044621175,0.00040769542,0.0008028113,0.00035918423,0.00038777073],"domain_scores_gemma":[0.9974352,0.0006676351,0.00073350564,0.00086926704,0.0001690951,0.00012526082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004982725,0.00038079542,0.00078632723,0.00012151786,0.0007355303,0.00024008633,0.0016820595,0.00015434543,0.00055065705],"category_scores_gemma":[0.000078885336,0.0003458477,0.00025232672,0.00014289818,0.0006565165,0.00043771646,0.0037320908,0.00027966287,0.0000063217426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022584563,0.0005225173,0.00091554975,0.002240757,0.0009458946,0.000021964463,0.046159055,0.0052616913,0.8848002,0.003576723,0.0038750735,0.0494221],"study_design_scores_gemma":[0.0067826663,0.0015132991,0.019060845,0.005418109,0.0030242593,0.000049140635,0.039960284,0.12475891,0.75760674,0.008564444,0.029146632,0.0041146483],"about_ca_topic_score_codex":0.012111593,"about_ca_topic_score_gemma":0.0034160146,"teacher_disagreement_score":0.21073464,"about_ca_system_score_codex":0.000047566686,"about_ca_system_score_gemma":0.000426781,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W4317745454","doi":"","title":"Inlet and outlet characteristics boundary conditions for large eddy simulations of turbomachinery","year":2019,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Turbomachinery Performance and Optimization","field":"Engineering","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":"Université de Sherbrooke","funders":"","keywords":"Turbomachinery; Large eddy simulation; Inlet; Mechanics; Boundary (topology); Aerospace engineering; Environmental science; Computer science; Physics; Mechanical engineering; Engineering; Turbulence; Mathematics; Mathematical analysis","score_opus":0.00810102472463945,"score_gpt":0.21658674554304552,"score_spread":0.20848572081840608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317745454","genre_codex":"methods","genre_gemma":"other","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":[0.03710395,0.00059457246,0.40888506,0.00027308866,0.0018015023,0.009136943,0.17503022,0.00094145484,0.36623323],"genre_scores_gemma":[0.4002898,0.005609023,0.12896158,0.00046838395,0.0008038793,0.000034166496,0.039503068,0.0027234987,0.4216066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861544,0.0000742284,0.00032269393,0.0004195145,0.00019395332,0.00037416434],"domain_scores_gemma":[0.9986229,0.00022902011,0.00036404422,0.00058956945,0.00005523988,0.00013922362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010498196,0.00041740484,0.0008661536,0.0006004383,0.00023107986,0.0000478151,0.0007606687,0.00019492515,0.00048051772],"category_scores_gemma":[0.000026096293,0.00050131994,0.0001880549,0.00015176587,0.00022580042,0.00031486072,0.0005111526,0.00033578317,0.000034976918],"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":[0.00045658328,0.0004123657,0.0041869124,0.0026697626,0.0015820332,0.00002554116,0.0071241814,0.02048045,0.0016224976,0.004749103,0.9530076,0.0036830117],"study_design_scores_gemma":[0.004098588,0.00032559937,0.0077828136,0.00073271774,0.00046565727,0.000008907204,0.00049232546,0.4467004,0.000023943252,0.0009957732,0.5373093,0.0010639724],"about_ca_topic_score_codex":0.00045507177,"about_ca_topic_score_gemma":0.0037545846,"teacher_disagreement_score":0.42621994,"about_ca_system_score_codex":0.0000406778,"about_ca_system_score_gemma":0.00012334308,"threshold_uncertainty_score":0.9997438},"labels":[],"label_agreement":null},{"id":"W4366980597","doi":"","title":"Gluey: Developing a Head-Worn Display Interface to Unify the Interaction Experience in Distributed Display Environments","year":2015,"lang":"en","type":"preprint","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"Computer science; Human–computer interaction; Head (geology); Computer graphics (images); User interface; Interface (matter); Head-up display; Multimedia; Operating system; Artificial intelligence","score_opus":0.06590875243810944,"score_gpt":0.308185871409298,"score_spread":0.24227711897118853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366980597","genre_codex":"methods","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":[0.29939014,0.000026772008,0.69407755,0.0024783495,0.0005578746,0.0019393956,0.00055693794,0.00007846691,0.0008945091],"genre_scores_gemma":[0.92890966,0.0001282249,0.06920817,0.00040345074,0.000043544682,0.00003952391,0.00023095853,0.00006338581,0.00097309315],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9944363,0.0012574807,0.00071251334,0.0019241794,0.00076779485,0.00090173195],"domain_scores_gemma":[0.99552196,0.0006469924,0.0006429287,0.0026058655,0.000106270745,0.00047600252],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0009555526,0.0007694398,0.0010637246,0.00047801813,0.00052702957,0.00048462363,0.011004654,0.0002287578,0.000058128175],"category_scores_gemma":[0.00020854034,0.00075875863,0.00029871133,0.00061214936,0.00058508245,0.0013617671,0.02221394,0.0016116777,0.00019764311],"study_design_candidate":"qualitative","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":[0.0074328193,0.0032274697,0.012548568,0.00068732444,0.0013977342,0.00089543243,0.7249064,0.1364027,0.008116646,0.020594893,0.047037233,0.03675278],"study_design_scores_gemma":[0.0077985628,0.002243671,0.15183076,0.007207197,0.0003514689,0.00014485624,0.045933273,0.49825463,0.00416035,0.05457905,0.22088328,0.0066128955],"about_ca_topic_score_codex":0.011663246,"about_ca_topic_score_gemma":0.022228561,"teacher_disagreement_score":0.67897314,"about_ca_system_score_codex":0.00096947845,"about_ca_system_score_gemma":0.00065280555,"threshold_uncertainty_score":0.9994863},"labels":[],"label_agreement":null},{"id":"W4384380223","doi":"10.17023/k6qz-5h61","title":"Blind Deconvolution of Fundamental and Harmonic Ultrasound Images","year":2024,"lang":"en","type":"other","venue":"Open Archive Toulouse Archive Ouverte (University of Toulouse)","topic":"Ultrasound Imaging and Elastography","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":"University of Waterloo","funders":"","keywords":"Deconvolution; Blind deconvolution; Computer science; Artificial intelligence; Harmonic; Computer vision; Harmonic analysis; Algorithm; Mathematics; Acoustics; Physics; Mathematical analysis","score_opus":0.013355015815403624,"score_gpt":0.24543001851463786,"score_spread":0.23207500269923423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384380223","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":[0.034499396,0.0037730318,0.008032613,0.0006794721,0.000605595,0.0032088773,0.006714626,0.0004068729,0.94207954],"genre_scores_gemma":[0.08239113,0.010588287,0.10228432,0.0002557186,0.00027052007,0.000006682846,0.0013466134,0.0011048334,0.8017519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977165,0.00015906274,0.00033204144,0.0009137805,0.00040351442,0.00047510906],"domain_scores_gemma":[0.9981976,0.00022285497,0.0004502166,0.0007297792,0.00005548847,0.0003440158],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020351043,0.0005252604,0.0011522089,0.0011796026,0.00015488607,0.00006753948,0.000732999,0.00018551644,0.0016935809],"category_scores_gemma":[0.00004627759,0.0005763832,0.00044806447,0.0003237743,0.00148116,0.00019842069,0.00082163134,0.00066079455,0.00020890207],"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":[0.00165388,0.0006879256,0.0062658964,0.0019093979,0.0027216657,0.00014612521,0.0058936425,0.0000018234163,0.03389324,0.0005717621,0.9432724,0.002982207],"study_design_scores_gemma":[0.0117830895,0.002390527,0.035691045,0.0069227293,0.0044495235,0.00068437593,0.009235811,0.00014639957,0.00051217125,0.0057069254,0.9206584,0.0018189839],"about_ca_topic_score_codex":0.009215696,"about_ca_topic_score_gemma":0.0027983498,"teacher_disagreement_score":0.14032762,"about_ca_system_score_codex":0.00006781261,"about_ca_system_score_gemma":0.00026334234,"threshold_uncertainty_score":0.9996688},"labels":[],"label_agreement":null}]}