{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"27443353e906","filters":{"venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))"}},"results":[{"id":"W2152338093","doi":"","title":"Genetic and environmental contributions to the morphology of lake and stream stickleback: implications for gene flow and reproductive isolation","year":2008,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Janggen-Pöhn-Stiftung; Vetenskapsrådet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Stickleback; Gasterosteus; Biology; Reproductive isolation; Inlet; Gene flow; Morphometrics; Ecotype; Ecology; Three-spined stickleback; Phenotypic plasticity; Morphology (biology); Zoology; Fish <Actinopterygii>; Genetic variation; Fishery; Gene; Population; Oceanography","authors":[{"name":"Diana M. T. Sharpe","is_ca":false},{"name":"Katja Räsänen","is_ca":false},{"name":"Daniel Berner","is_ca":false},{"name":"Andrew P. Hendry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01099564617049354,"gpt":0.2396426751402157,"spread":0.2286470289697222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789997,0.0002316657,0.0002055052,0.0007602304,0.0002969245,0.0003162804,0.0001898459,0.0002428632,0.001288147],"category_scores_gemma":[0.0006305595,0.0001575328,0.0001816213,0.0003645082,0.0007246714,0.0002443928,0.000515894,0.0002214924,0.00007071166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990302,"about_ca_system_score_gemma":0.0002209347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681685,"about_ca_topic_score_gemma":0.01161686,"domain_scores_codex":[0.9998217,0.00004315848,0.0000156554,0.00005849475,0.00003388039,0.00002714135],"domain_scores_gemma":[0.9995889,0.00009151822,0.000175409,0.0000351338,0.00002998858,0.00007898548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005195696,0.0000985911,0.8940326,0.00003906178,0.0001588747,0.0001866228,0.0008775886,0.0002747358,0.09461748,0.0003150651,0.00008068595,0.008799188],"study_design_scores_gemma":[0.00000426633,0.00005929043,0.9990497,0.000002375952,0.00001483225,0.00004232752,0.0001581153,0.0001866867,0.0003981488,0.00004326547,0.00003766152,0.00000338142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999813,0.00002251099,0.00004386627,0.000008512156,6.578572e-7,0.00000101594,0.00002177749,0.000001082852,0.0000874539],"genre_scores_gemma":[0.9996545,0.00002394754,0.0001252344,0.00001321043,0.000002627815,0.000004662591,0.00007792522,0.00000188779,0.00009590195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004681685,"threshold_uncertainty_score":0.009308875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1021100615","doi":"","title":"Genetic and plastic contributions to trait divergence between parapatric habitats: female life-history traits in threespine stickleback within the Misty Lake system","year":2013,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gasterosteus; Biology; Stickleback; Parapatric speciation; Fecundity; Ecology; Ecological speciation; Avian clutch size; Life history theory; Gene flow; Habitat; Local adaptation; Oribatida; Inlet; Genetic divergence; Zoology; Reproduction; Genetic variation; Acari; Life history; Population; Fishery; Oceanography; Fish <Actinopterygii>; Genetic diversity","authors":[{"name":"John A. Baker","is_ca":false},{"name":"Katja Räsänen","is_ca":false},{"name":"Jean‐Sébastien Moore","is_ca":false},{"name":"Andrew P. Hendry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01335329779183584,"gpt":0.2228568704580651,"spread":0.2095035726662293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898016,0.0001511488,0.0001820714,0.0005976557,0.000524206,0.0003804991,0.0002418934,0.0002171809,0.001602244],"category_scores_gemma":[0.0006469914,0.0001110075,0.0001702963,0.0004992057,0.00058832,0.0001530478,0.000450929,0.0002058448,0.00007990157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005279,"about_ca_system_score_gemma":0.0004195693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1219844,"about_ca_topic_score_gemma":0.328824,"domain_scores_codex":[0.9998914,0.00001495852,0.000008636622,0.00004328367,0.00001865469,0.00002308544],"domain_scores_gemma":[0.9995934,0.00006219176,0.0001529863,0.00003503375,0.00005587342,0.0001004474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192784,0.00001719221,0.9856329,0.00001123686,0.00006133891,0.00009078948,0.0007523587,0.0001455954,0.009573112,0.00006199518,0.0001236385,0.003410598],"study_design_scores_gemma":[9.047122e-7,0.000005092529,0.9997126,0.000001105381,0.000003975169,0.00001128743,0.0001141489,0.00007583907,0.00004722271,0.000007773611,0.00001871041,0.000001327459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998444,0.000007714354,0.00001886632,0.000008500198,3.601083e-7,6.559121e-7,0.00003678695,8.321084e-7,0.00008174434],"genre_scores_gemma":[0.9997676,0.000006595219,0.00004286463,0.00001099387,5.448496e-7,0.000001834525,0.00007742856,0.000001129966,0.00009104487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219844,"threshold_uncertainty_score":0.2425488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037829704","doi":"","title":"Factors determining the effectiveness of Oxfam’s public health promotion approach in Haiti","year":2012,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hygiene; Promotion (chess); Public health; Focus group; Health promotion; General partnership","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08401153518297484,"gpt":0.3357564673329848,"spread":0.2517449321500099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811389,0.0001928017,0.00009423858,0.0004024413,0.001648412,0.001166689,0.0004775831,0.0006931257,0.002340949],"category_scores_gemma":[0.006925286,0.00019425,0.0001837353,0.0003539194,0.0009252082,0.0004931829,0.0008671779,0.000882907,0.0002108836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152236,"about_ca_system_score_gemma":0.003903614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0566972,"about_ca_topic_score_gemma":0.07666117,"domain_scores_codex":[0.9987293,0.0006426084,0.00005274489,0.00005075426,0.0001400364,0.0003845909],"domain_scores_gemma":[0.9948803,0.001453894,0.0009079577,0.0001071878,0.0005448341,0.00210577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005651397,0.003779815,0.859055,0.0004176046,0.0001150764,0.0006214518,0.04705994,0.0003779827,0.003922193,0.001162498,0.003016521,0.07990676],"study_design_scores_gemma":[0.0000216796,0.0007074962,0.9568017,0.0001930887,0.00003853166,0.000165332,0.03391829,0.0004141607,0.0006149311,0.00007233641,0.007033119,0.00001931],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994303,0.000175776,0.00006743205,0.001321351,0.00002012453,0.00005511292,0.00001470691,0.000004535451,0.004037939],"genre_scores_gemma":[0.998616,0.0002097046,0.0003150672,0.0002154019,0.00001074533,0.00003628023,0.00001605669,0.000001656215,0.00057902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0566972,"threshold_uncertainty_score":0.1127344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058167203","doi":"","title":"Nanoparticles in drinking water","year":2009,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Emperipolesis; Proteogenomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01272018315294385,"gpt":0.2681346780443266,"spread":0.2554144948913827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589901,0.000279842,0.0002277174,0.0005936894,0.0004132537,0.0008614882,0.0002387447,0.001196276,0.003201395],"category_scores_gemma":[0.0004016617,0.0001627303,0.0001952948,0.0002931902,0.0003594948,0.0006251938,0.0006402645,0.0003865211,0.001077191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009146,"about_ca_system_score_gemma":0.0006614333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158283,"about_ca_topic_score_gemma":0.002530822,"domain_scores_codex":[0.9995802,0.00007663593,0.0000198684,0.00008622738,0.0001777311,0.00005921468],"domain_scores_gemma":[0.999877,0.00002461602,0.0000181595,0.00000613595,0.00005852611,0.00001561893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004466581,0.0002268348,0.01163544,0.003146843,0.00009882319,0.001884943,0.0008450986,0.004568253,0.49737,0.04668311,0.01836703,0.414727],"study_design_scores_gemma":[0.00001846734,0.0004330365,0.00905523,0.0003780349,0.00006277125,0.001584842,0.0008995834,0.002746457,0.4575938,0.03267064,0.4945092,0.00004792141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5153033,0.2470725,0.04129213,0.01960235,0.002919405,0.0001825056,0.001682695,0.0006472698,0.171298],"genre_scores_gemma":[0.8623289,0.06310358,0.008939009,0.001972134,0.0004302147,0.00006555372,0.0004472545,0.0000735255,0.0626398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003201395,"threshold_uncertainty_score":0.01070976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039635473","doi":"","title":"Methodology proposal for the derivation of soil guideline values for plant protection product residues. Part 1 - Review and comparison of international methodologies","year":2023,"lang":"en","type":"report","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Product (mathematics); Plan (archaeology); Process (computing); Action plan; Soil water; General plan","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.4360261628698047,"gpt":0.4225728145757264,"spread":0.01345334829407824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02327968,0.002428297,0.001311131,0.008825521,0.001196504,0.004523439,0.004248618,0.002774981,0.01116771],"category_scores_gemma":[0.02230432,0.001066481,0.002428437,0.00527213,0.001341108,0.003029697,0.00249519,0.002617252,0.009201416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003817815,"about_ca_system_score_gemma":0.02416208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865606,"about_ca_topic_score_gemma":0.008874232,"domain_scores_codex":[0.9854797,0.004941675,0.001622937,0.001332438,0.00626342,0.000359757],"domain_scores_gemma":[0.9836464,0.002248461,0.001492702,0.001487732,0.01084471,0.0002800461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000341279,0.001102595,0.007449441,0.009334336,0.0003774295,0.0007075433,0.001591078,0.02325296,0.03332914,0.1407146,0.08292381,0.6988759],"study_design_scores_gemma":[0.0002961613,0.00181918,0.01327061,0.005256496,0.0004268281,0.0007718304,0.002115949,0.04502434,0.06214553,0.06915388,0.7993034,0.0004157231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0045126,0.002239136,0.9499686,0.002024684,0.0008106269,0.01054632,0.008302074,0.002148345,0.0194475],"genre_scores_gemma":[0.01418794,0.002213921,0.9554865,0.0006109542,0.00007884811,0.009893571,0.008001398,0.0002530166,0.009273711],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02327968,"threshold_uncertainty_score":0.1231162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6998511670","doi":"","title":"Alpine hydroelectric power plants and their \"long-range effects\" on downstream waters","year":2003,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Downstream (manufacturing); STREAMS; Hydrology (agriculture); Nutrient; Landlocked country; Petroleum seep; Electricity generation; Hydro power; Power station","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004844310517857839,"gpt":0.2005684901078627,"spread":0.1957241795900049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082706,0.0001665418,0.00009943754,0.0002024961,0.000397357,0.0005897437,0.0001456349,0.0002519928,0.00318816],"category_scores_gemma":[0.0003834232,0.00006894265,0.00009300375,0.000267632,0.0004298695,0.0005147218,0.0005893419,0.0002216899,0.0002106298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830184,"about_ca_system_score_gemma":0.0001397999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396181,"about_ca_topic_score_gemma":0.016235,"domain_scores_codex":[0.9999378,0.00002020391,0.000003923952,0.00001039273,0.0000170042,0.00001063131],"domain_scores_gemma":[0.9996641,0.00006853673,0.0001257495,0.00001067241,0.00006992448,0.00006105813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00155727,0.0004779482,0.6102517,0.0008896225,0.0002664874,0.004539314,0.003015639,0.009106164,0.08569398,0.01429542,0.003984598,0.2659219],"study_design_scores_gemma":[0.00002020149,0.0003310529,0.9810636,0.00008878668,0.00007092341,0.0004347927,0.001427689,0.001535099,0.002887351,0.002797561,0.009324707,0.0000182013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834257,0.004207074,0.0003371673,0.0005684621,0.00001600103,0.000002376246,0.0001255562,0.00001119339,0.01130656],"genre_scores_gemma":[0.9964067,0.002233797,0.00009848009,0.00006024648,0.00002697083,0.000002021682,0.00005432309,0.000002485256,0.001115053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004396181,"threshold_uncertainty_score":0.01066548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984126857","doi":"10.14758/set-revue.2019.hs.04","title":"Recommandations d’un collectif franco-suisse d’experts pour une meilleure évaluation de la qualité écotoxicologique des sédiments par l’étude des communautés benthiques","year":2019,"lang":"fr","type":"preprint","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"GDG Environnement","funders":"","keywords":"Forestry; Humanities; Environmental science; Geography; Art","authors":[{"name":"Stéphane Pesce","is_ca":false},{"name":"B. Ferrari","is_ca":false},{"name":"Agnès Bouchez","is_ca":false},{"name":"Nathalie Cheviron","is_ca":false},{"name":"Marina Coquery","is_ca":false},{"name":"Aymeric Dabrin","is_ca":false},{"name":"Silwan Daouk","is_ca":false},{"name":"Nathalie Dubois","is_ca":false},{"name":"Emilie Egea","is_ca":true},{"name":"Élise FOLLY","is_ca":false},{"name":"Arnaud Foulquier","is_ca":false},{"name":"David Gateuille","is_ca":false},{"name":"Véronique Gouy","is_ca":false},{"name":"M. Lafont","is_ca":false},{"name":"Mélanie Laluc","is_ca":false},{"name":"Émilie Lyautey","is_ca":false},{"name":"Fabrice Martin-Laurent","is_ca":false},{"name":"Matthieu Masson","is_ca":false},{"name":"Samuel Mondy","is_ca":false},{"name":"Jean-Michel Monier","is_ca":false},{"name":"Bernard Montuelle","is_ca":false},{"name":"Christian Mougin","is_ca":false},{"name":"Pascal Mulattieri","is_ca":false},{"name":"Emmanuel Naffrechoux","is_ca":false},{"name":"Marc Neyra","is_ca":false},{"name":"Olivier Perceval","is_ca":false},{"name":"Magali Rossi","is_ca":false},{"name":"Sérgio Lima Santiago","is_ca":false},{"name":"Vera I. Slaveykova","is_ca":false},{"name":"Pierre-François Staub","is_ca":false},{"name":"Régis Vivien","is_ca":false},{"name":"Christiane Wermeille","is_ca":false},{"name":"Anice Yari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02795699734867521,"gpt":0.3022881271087069,"spread":0.2743311297600317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06288758,0.001329826,0.0009792056,0.005318606,0.005354327,0.004968811,0.002561966,0.006130524,0.00632039],"category_scores_gemma":[0.03898735,0.0007390818,0.001515201,0.003527161,0.002936438,0.003016019,0.004861508,0.004277865,0.002951639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276183,"about_ca_system_score_gemma":0.03144898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06829865,"about_ca_topic_score_gemma":0.07665663,"domain_scores_codex":[0.9650643,0.01128713,0.004500613,0.002790839,0.01331557,0.003041433],"domain_scores_gemma":[0.8752785,0.02211835,0.01086943,0.01322878,0.07279916,0.005705744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007938745,0.001264464,0.06333626,0.005657459,0.00045151,0.002778987,0.01852287,0.001544431,0.1708386,0.01959569,0.2167547,0.4984612],"study_design_scores_gemma":[0.00005285315,0.0004743053,0.049931,0.00178333,0.0002155605,0.0008528683,0.004162784,0.0004501056,0.01791894,0.002047825,0.9219785,0.0001320217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2506101,0.07286343,0.1559632,0.2633339,0.01577985,0.008898223,0.01166287,0.002248741,0.2186397],"genre_scores_gemma":[0.410805,0.04143605,0.2339057,0.05325139,0.003216401,0.008749455,0.01575661,0.001085323,0.2317942],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06829865,"threshold_uncertainty_score":0.3325853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037190636","doi":"","title":"Développement des moyens de recherche institutionnelle pour des approches intégrées dans les pays en développement: un exemple tiré du Vietnam","year":2020,"lang":"fr","type":"other","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; International Development Research Centre; Australian Centre for International Agricultural Research; International Fine Particle Research Institute; Future 2 Foundation; Universität Basel","keywords":"Nucleofection; Filter (signal processing); Limiting","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08528499061811695,"gpt":0.2882536549695247,"spread":0.2029686643514078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05719402,0.001231134,0.001273852,0.003254251,0.004157028,0.01265601,0.003422509,0.003477112,0.01227588],"category_scores_gemma":[0.04093044,0.0008320058,0.001929556,0.004559296,0.002659281,0.008814608,0.005842849,0.005176883,0.004389926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164169,"about_ca_system_score_gemma":0.0417148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0530679,"about_ca_topic_score_gemma":0.04881725,"domain_scores_codex":[0.9649424,0.02070044,0.001766862,0.002876435,0.008151427,0.0015625],"domain_scores_gemma":[0.9428411,0.01896553,0.002693462,0.007247789,0.02448164,0.003770576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004999273,0.0007926109,0.01710176,0.003774434,0.0003820492,0.001394502,0.02192002,0.02099489,0.01588013,0.3303584,0.03263868,0.5542626],"study_design_scores_gemma":[0.000230866,0.0008570945,0.01231305,0.003729417,0.0002395764,0.0008885136,0.02239476,0.0482377,0.01476425,0.0841806,0.8119431,0.0002209916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0590814,0.027536,0.7024556,0.05353413,0.001394483,0.002705293,0.001296038,0.002545557,0.1494515],"genre_scores_gemma":[0.2526091,0.01865065,0.6703241,0.003485541,0.0003717828,0.001662195,0.001851097,0.0006909988,0.05035456],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05719402,"threshold_uncertainty_score":0.3024745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990775784","doi":"","title":"Effets à distance des centrales hydroélectriques alpines sur les lacs et cours d’eau situés en aval","year":2003,"lang":"fr","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural regeneration; Reforestation; Human settlement","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01311699108906769,"gpt":0.2574409649034971,"spread":0.2443239738144294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122301,0.000264747,0.000469783,0.0002150113,0.0002729532,0.0008279123,0.0001888263,0.0005024751,0.002399003],"category_scores_gemma":[0.0003534627,0.0001488308,0.0002504068,0.0002865239,0.0004044365,0.0002400629,0.000314551,0.0003972531,0.0002003135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004915011,"about_ca_system_score_gemma":0.0003091122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008697469,"about_ca_topic_score_gemma":0.01669394,"domain_scores_codex":[0.9998139,0.00003208354,0.00000935574,0.00005784949,0.00004628948,0.00004072775],"domain_scores_gemma":[0.9991136,0.0002277838,0.00021757,0.00003357781,0.0002545065,0.0001528528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002748883,0.0001247956,0.01172551,0.0002614764,0.00006582478,0.0001155,0.0002724484,0.0006786516,0.9648674,0.00008404059,0.0001343453,0.01892116],"study_design_scores_gemma":[0.0001960808,0.01521483,0.4600332,0.00009224095,0.0003664844,0.0004256275,0.001388813,0.002826884,0.5093063,0.0002775195,0.009814282,0.00005762291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975426,0.0009622024,0.0003510129,0.00005517665,0.00000914901,0.000009793529,0.00007978262,0.00002537227,0.0009649155],"genre_scores_gemma":[0.9923742,0.001098518,0.0009548689,0.00009847865,0.00001134493,0.000026324,0.0001800178,0.00001061524,0.005245517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008697469,"threshold_uncertainty_score":0.01729369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952560308","doi":"","title":"Isotope mapping of groundwater pollution and renewal","year":2019,"lang":"es","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Groundwater; Pollution; Environmental science; Groundwater pollution; Isotope; Water pollution; Water resource management; Geology; Environmental chemistry; Aquifer; Chemistry; Ecology","authors":[{"name":"Joel Podgorski","is_ca":false},{"name":"Michael Berg","is_ca":false},{"name":"Rolf Kipfer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0111562023267172,"gpt":0.2153997367358773,"spread":0.20424353440916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000611795,0.0001362895,0.0001474921,0.001035254,0.0004866908,0.0004060986,0.0002578748,0.0001651654,0.001817274],"category_scores_gemma":[0.0001773086,0.00009647483,0.0001202025,0.001807292,0.0001864902,0.00007978059,0.0003149264,0.0001420914,0.0001875451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615775,"about_ca_system_score_gemma":0.001756217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8948029,"about_ca_topic_score_gemma":0.9368734,"domain_scores_codex":[0.9999487,0.000001458663,0.00000127965,0.00001122753,0.00001800746,0.00001931335],"domain_scores_gemma":[0.9998825,0.000006648628,0.0000138151,0.000004370218,0.0000683998,0.00002425271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005278608,0.00005866026,0.8592827,0.00006787055,0.00008781393,0.0003256002,0.0008051792,0.003361459,0.08478542,0.0009548476,0.003426531,0.0463162],"study_design_scores_gemma":[0.000003412605,0.00001081925,0.9938866,0.000006423818,0.00001262226,0.00008088728,0.0003181507,0.001816838,0.002072951,0.00006974961,0.001715974,0.000005659358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906451,0.0001149898,0.0005626539,0.00003623602,0.000002333611,0.000009988921,0.003585673,0.00004949321,0.004993611],"genre_scores_gemma":[0.995401,0.00008996497,0.0006401882,0.00001122721,0.000001007345,0.000005683824,0.001481175,0.00001041743,0.002359469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8948029,"threshold_uncertainty_score":0.2116333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058528755","doi":"","title":"NEPTUNE. New sustainable concepts and processes for optimization and upgrading municipal wastewater and sludge treatment. A specific targeted research project under the thematic priority 'Global Change and Ecosystems'.Work Package 4 · Assessment of environmental sustainability and best practice. Deliverable 4.3 · Decision support guideline based on LCA and cost/efficiency assessment","year":2010,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wastewater; Life-cycle assessment; Sewage treatment; Thematic map; Project commissioning; Sustainable development","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04286550863287279,"gpt":0.3802549833904734,"spread":0.3373894747576006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008058839,0.0007676372,0.0004458699,0.0009043136,0.001002525,0.0009259621,0.0008660845,0.001298845,0.009068564],"category_scores_gemma":[0.0006469924,0.0007482008,0.0005595114,0.0007997726,0.000329969,0.001650372,0.0009819354,0.00122184,0.00349564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949901,"about_ca_system_score_gemma":0.002647965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00966966,"about_ca_topic_score_gemma":0.02218611,"domain_scores_codex":[0.9993196,0.00006351963,0.00003312976,0.0001030732,0.0004087723,0.00007207471],"domain_scores_gemma":[0.9997179,0.00003825625,0.00005483557,0.00004037981,0.0001038643,0.00004466241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005725847,0.0002785532,0.001514477,0.001775556,0.00003561291,0.0005917413,0.0004669393,0.003411983,0.2860566,0.01771838,0.07625187,0.6113258],"study_design_scores_gemma":[0.0001130382,0.0003340512,0.004516948,0.0002216932,0.00006580908,0.0009076401,0.0001364359,0.00498248,0.2186718,0.00551413,0.7644902,0.00004571888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1625188,0.1152977,0.1851069,0.01414675,0.001535008,0.00201937,0.02064208,0.005758403,0.492975],"genre_scores_gemma":[0.3078281,0.02932929,0.2259196,0.00183084,0.0001244873,0.001727141,0.01010313,0.001034904,0.4221026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00966966,"threshold_uncertainty_score":0.03033739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}