{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":70,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":70,"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":"67540f6fc583","filters":{"venue":"Materials and Corrosion"}},"results":[{"id":"W2138091624","doi":"10.1002/maco.201307588","title":"Microstructure and bio‐corrosion behavior of Mg–Zn and Mg–Zn–Ca alloys for biomedical applications","year":2014,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Microstructure; Eutectic system; Materials science; Ternary operation; Corrosion; Alloy; Scanning electron microscope; Zinc; Metallurgy; Electrochemistry; Oxide; Nuclear chemistry; Analytical Chemistry (journal); Chemistry; Composite material; Physical chemistry; Electrode; Chromatography","authors":[{"name":"Hamid Reza Bakhsheshi‐Rad","is_ca":false},{"name":"Esah Hamzah","is_ca":false},{"name":"A. Fereidouni‐Lotfabadi","is_ca":false},{"name":"Mohammadreza Daroonparvar","is_ca":false},{"name":"Muhamad Azizi Mat Yajid","is_ca":false},{"name":"Mohammad Mezbahul-Islam","is_ca":true},{"name":"M. Kasiri‐Asgarani","is_ca":false},{"name":"Mamoun Medraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009682715468910424,"gpt":0.2355894715880407,"spread":0.2259067561191302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002157043,0.0002595423,0.0002142513,0.0004532587,0.0001558555,0.0002931858,0.0003588825,0.000397821,0.0003261328],"category_scores_gemma":[0.0003230855,0.0002722158,0.0001823184,0.0002839242,0.0001874936,0.000147898,0.0001335374,0.0001374005,0.0001250219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471334,"about_ca_system_score_gemma":0.0002681405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634096,"about_ca_topic_score_gemma":0.005171353,"domain_scores_codex":[0.9998252,0.00001744944,0.00001500831,0.00003332071,0.00009171147,0.00001740616],"domain_scores_gemma":[0.9998744,0.000009716242,0.00003879402,0.000009120186,0.000049823,0.0000181736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006905298,0.000007228423,0.0003792181,0.00005100551,0.000003442036,0.00002143934,0.00001030206,0.0000993959,0.9976163,0.00002421772,0.00001198451,0.001706466],"study_design_scores_gemma":[0.00001708161,0.00042906,0.02847704,0.00001247443,0.00004857398,0.0003464474,0.00004204494,0.002247207,0.9652762,0.00005345366,0.003038914,0.0000115998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902731,0.005330287,0.002795991,0.00005672911,0.00003068395,0.00003098465,0.0001321192,0.00003762576,0.001312439],"genre_scores_gemma":[0.9939107,0.001130263,0.003488788,0.00001851646,0.000007586057,0.00002057484,0.0001103764,0.000006654316,0.001306543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002634096,"threshold_uncertainty_score":0.005237579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056875717","doi":"10.1002/maco.200604043","title":"Effects of Tafel slope, exchange current density and electrode potential on the corrosion of steel in concrete","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Tafel equation; Corrosion; Cathodic protection; Exchange current density; Anode; Cathode; Electrode; Materials science; Metallurgy; Current (fluid); Current density; Electrochemistry; Chemistry; Thermodynamics","authors":[{"name":"Jianbang Ge","is_ca":true},{"name":"O. Burkan Isgor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006568892693165925,"gpt":0.2055997429233435,"spread":0.1990308502301775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009323645,0.0004665286,0.0005534226,0.0003780122,0.0002199498,0.0005898617,0.0004369357,0.0007807676,0.0008728074],"category_scores_gemma":[0.003116547,0.0003282489,0.0003569027,0.0004494707,0.0005439091,0.0004746052,0.0003382587,0.000463056,0.0002021516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499843,"about_ca_system_score_gemma":0.0001203722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005276476,"about_ca_topic_score_gemma":0.000524088,"domain_scores_codex":[0.999385,0.0001823783,0.00005725896,0.00008906303,0.0001966831,0.000089573],"domain_scores_gemma":[0.9967698,0.002354366,0.0003468003,0.0002261451,0.0002380301,0.00006491437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004006049,0.0002276986,0.008473841,0.0005191049,0.0001708884,0.0009578911,0.0004689027,0.07464392,0.8923731,0.0003141042,0.0001796797,0.01766485],"study_design_scores_gemma":[0.0000476036,0.005548943,0.01669946,0.00002963017,0.000116699,0.0003925088,0.0002339635,0.02485858,0.9513085,0.0001893148,0.0005178696,0.00005686918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99783,0.0002463174,0.001292429,0.00001950909,0.000005417183,0.00001010597,0.00006999103,0.00002626865,0.0004998808],"genre_scores_gemma":[0.9994777,0.00007749186,0.0003322976,0.000003437544,0.000001034168,0.000003503526,0.00001262094,0.000002254108,0.00008965344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009323645,"threshold_uncertainty_score":0.004930854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057423728","doi":"10.1002/maco.200604010","title":"A practical method for calculating the corrosion rate of uniformly depassivated reinforcing bars in concrete","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Corrosion; Polarization (electrochemistry); Anode; Materials science; Service life; Computer science; Structural engineering; Metallurgy; Composite material; Engineering; Electrode","authors":[{"name":"Pouria Ghods","is_ca":true},{"name":"O. Burkan Isgor","is_ca":false},{"name":"Mohammad Pour‐Ghaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971689692295406,"gpt":0.293635379208933,"spread":0.2739184822859789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004071358,0.0004834406,0.000319466,0.0004896158,0.0001613755,0.0003120215,0.0006662266,0.0006240767,0.0007861906],"category_scores_gemma":[0.001549063,0.0002591321,0.0002648785,0.0002772297,0.0003029024,0.0003250414,0.0002703008,0.0003459565,0.0004848652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004198121,"about_ca_system_score_gemma":0.0005620567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422998,"about_ca_topic_score_gemma":0.002309999,"domain_scores_codex":[0.9997397,0.00004494839,0.0000153284,0.00005485387,0.0001325592,0.00001255138],"domain_scores_gemma":[0.9996607,0.0001189041,0.00005196146,0.00004877367,0.0001090354,0.00001061071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005857451,0.00003762199,0.002174475,0.0001591293,0.00001590195,0.0001076167,0.0001013514,0.7771921,0.1410195,0.005133343,0.0004232916,0.07357711],"study_design_scores_gemma":[0.000004590168,0.00004167569,0.0003635349,0.000005174891,0.000003493238,0.00005009627,0.000006795024,0.9807637,0.01785071,0.0003648062,0.0005384526,0.000006941438],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04413043,0.0001319915,0.9532751,0.00003615416,0.00001639013,0.00003634679,0.00006413493,0.0007884314,0.00152101],"genre_scores_gemma":[0.7502138,0.0002410733,0.2476247,0.00001536826,0.000006455731,0.00008965388,0.00009048269,0.00005219406,0.00166619],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002422998,"threshold_uncertainty_score":0.004817784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148729753","doi":"10.1002/maco.201307492","title":"Effect of heat treatment on the microstructure and corrosion behaviour of Mg–Zn alloys","year":2014,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Microstructure; Corrosion; Materials science; Metallurgy; Alloy; Phase (matter); Matrix (chemical analysis); Galvanic cell; Composite material; Chemistry","authors":[{"name":"Hamid Reza Bakhsheshi‐Rad","is_ca":false},{"name":"Esah Hamzah","is_ca":false},{"name":"Mamoun Medraj","is_ca":true},{"name":"M.H. Idris","is_ca":false},{"name":"Amir Fereidouni Lotfabadi","is_ca":false},{"name":"Mohammadreza Daroonparvar","is_ca":false},{"name":"Muhamad Azizi Mat Yajid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007802955125058879,"gpt":0.2218188571865142,"spread":0.2140159020614553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082958,0.0002564056,0.0002593941,0.0001700322,0.0001399855,0.0001875162,0.0001562929,0.0002137911,0.0007631381],"category_scores_gemma":[0.0002964787,0.000208869,0.0002441395,0.000164827,0.0002551054,0.0001498954,0.00009921345,0.0002193523,0.000119061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529465,"about_ca_system_score_gemma":0.0001143361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441145,"about_ca_topic_score_gemma":0.004865715,"domain_scores_codex":[0.9998817,0.00001455432,0.00001007211,0.00002266694,0.00004380745,0.00002706041],"domain_scores_gemma":[0.9998857,0.00002473007,0.00003430976,0.00001316485,0.00002857887,0.00001343088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003070523,0.00001185525,0.0008013266,0.00006497493,0.00000920238,0.00004818058,0.00005263697,0.0002975962,0.9969748,0.00002729742,0.000020882,0.001384111],"study_design_scores_gemma":[0.000009181953,0.0003121179,0.01870047,0.000005614833,0.00002100347,0.00005135622,0.00004382261,0.0007224645,0.9794486,0.0000151365,0.0006616184,0.000008584106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985795,0.0005402404,0.000357449,0.00001436495,0.00001223337,0.000007799488,0.00007283028,0.00001764392,0.0003978889],"genre_scores_gemma":[0.9987815,0.0002301876,0.0004131894,0.000008987463,0.000004217134,0.000006525474,0.00005395024,0.000008495156,0.0004930694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002441145,"threshold_uncertainty_score":0.004853904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1862946544","doi":"10.1002/maco.201206898","title":"Present and future durability challenges for reinforced concrete structures","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; IMPCO Technologies (Canada); University of Toronto","funders":"","keywords":"Durability; Field (mathematics); Construction engineering; Computer science; Engineering; Forensic engineering; Architectural engineering; Mathematics","authors":[{"name":"Ueli Angst","is_ca":false},{"name":"R.D. Hooton","is_ca":true},{"name":"J. Marchand","is_ca":true},{"name":"Christopher Page","is_ca":false},{"name":"Robert J. Flatt","is_ca":false},{"name":"Christoph Gehlen","is_ca":false},{"name":"J. Gulikers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699640221296793,"gpt":0.225364022181126,"spread":0.2083676199681581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002392126,0.0003347825,0.000597123,0.000454909,0.0009328235,0.002147953,0.001348879,0.002795516,0.008876614],"category_scores_gemma":[0.002043712,0.0003254762,0.0004274971,0.0001969297,0.001046125,0.003031068,0.00125678,0.001481587,0.001452698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934885,"about_ca_system_score_gemma":0.0009669915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530956,"about_ca_topic_score_gemma":0.001852531,"domain_scores_codex":[0.9987437,0.0001892826,0.00005039221,0.0001437319,0.0007109907,0.0001619378],"domain_scores_gemma":[0.9987866,0.0004116461,0.000143285,0.00009634629,0.0004160225,0.0001460963],"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":[0.0005502952,0.0005268867,0.008219446,0.003493022,0.0001257537,0.00184355,0.001752798,0.1083358,0.1097545,0.2704767,0.02872178,0.4661994],"study_design_scores_gemma":[0.0000690232,0.001339364,0.01369419,0.001030448,0.0001165295,0.006197133,0.004573517,0.102238,0.05512054,0.2846871,0.5306547,0.0002794624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3990661,0.2638507,0.1079558,0.05536523,0.002051106,0.00008546672,0.0005530746,0.0007199288,0.1703525],"genre_scores_gemma":[0.9402528,0.02295412,0.009753552,0.0006390578,0.0005000509,0.00002873187,0.0002117389,0.00007901307,0.02558101],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008876614,"threshold_uncertainty_score":0.02969527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883789068","doi":"10.1002/maco.201810263","title":"A critical examination of corrosion rate measurement techniques applied to reinforcing steel in concrete","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Giatec Scientific (Canada)","funders":"","keywords":"Corrosion; Materials science; Rebar; Dielectric spectroscopy; Chloride; Composite material; Concrete cover; Metallurgy; Electrochemistry; Electrode; Chemistry","authors":[{"name":"Andrew Fahim","is_ca":true},{"name":"Pouria Ghods","is_ca":true},{"name":"O. Burkan Isgor","is_ca":false},{"name":"M D Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01850286126275883,"gpt":0.2372242966634719,"spread":0.2187214354007131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006064203,0.0008405561,0.0006766191,0.00152307,0.0005528266,0.0008841302,0.000950054,0.0008663161,0.0004929667],"category_scores_gemma":[0.02030572,0.0005630705,0.0004758033,0.001022941,0.0006082243,0.001005758,0.0004139566,0.0008124541,0.0003378562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005796531,"about_ca_system_score_gemma":0.0006002589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249155,"about_ca_topic_score_gemma":0.001801904,"domain_scores_codex":[0.99395,0.002227878,0.000329014,0.0005145656,0.002813347,0.0001651793],"domain_scores_gemma":[0.9809296,0.008700082,0.002759576,0.0014093,0.006055288,0.0001461069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003002334,0.0001236488,0.01212431,0.000897938,0.00008683607,0.0002833925,0.0006779592,0.001886189,0.8424143,0.0005186556,0.0001704543,0.140516],"study_design_scores_gemma":[0.00001529786,0.002760333,0.03070573,0.0001458295,0.0001967249,0.002476172,0.0003790139,0.009729404,0.9448125,0.0001965906,0.008500186,0.00008202239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7138514,0.01029695,0.2705724,0.0004732209,0.0003065719,0.0004555092,0.0001371891,0.0005211182,0.003385586],"genre_scores_gemma":[0.8429515,0.005082731,0.1501647,0.00008591321,0.00008599378,0.0001225928,0.0001004285,0.00009146574,0.001314595],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006064203,"threshold_uncertainty_score":0.03207099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789240892","doi":"10.1002/maco.201709942","title":"Corrosion resistance of chromium‐steel and stainless steel reinforcement in concrete","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Metallurgy; Chromium; Reinforcement; Mortar; Service life; Alloy; Composite material","authors":[{"name":"Andrew Fahim","is_ca":true},{"name":"Alyson E. Dean","is_ca":false},{"name":"M D Thomas","is_ca":true},{"name":"Edward G. Moffatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00952798510463996,"gpt":0.2147095530960675,"spread":0.2051815679914275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522387,0.0003209423,0.0002945123,0.0003117542,0.0001713482,0.0002190019,0.0002852894,0.0003075486,0.0004909952],"category_scores_gemma":[0.000471408,0.0001735776,0.0002707622,0.0002013698,0.0001702708,0.0001325847,0.0001524632,0.0002069358,0.0002569408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721165,"about_ca_system_score_gemma":0.0002577559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038879,"about_ca_topic_score_gemma":0.006577366,"domain_scores_codex":[0.9994712,0.00007322642,0.00004323718,0.00007813683,0.0002601316,0.00007405936],"domain_scores_gemma":[0.9995647,0.00004639212,0.0001068894,0.0000300746,0.0002036705,0.00004827865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001929919,0.00002050032,0.002571616,0.00006733731,0.00001769667,0.00006157177,0.00005813997,0.0007651263,0.9940847,0.00002646061,0.00001803896,0.002115985],"study_design_scores_gemma":[0.000008509447,0.001923154,0.02022195,0.00001372869,0.00004644226,0.0002321008,0.000112059,0.002566102,0.9740415,0.00001811471,0.0008029858,0.00001337186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985901,0.0005108478,0.0004710385,0.000005128457,0.000004510431,0.000006142129,0.00003369947,0.00001315353,0.0003652967],"genre_scores_gemma":[0.9984163,0.0002024336,0.0006276317,0.000003569861,0.000001157095,0.000002738423,0.00006432545,0.000004028743,0.0006776699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038879,"threshold_uncertainty_score":0.008030713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890544336","doi":"10.1002/maco.201810293","title":"Corrosion and corrosion fatigue performances of micro‐arc oxidation coating on AZ31B cast magnesium alloy","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Coating; Corrosion; Metallurgy; Micro arc oxidation; Microstructure; Corrosion fatigue; Magnesium alloy; Alloy; Composite material; Conversion coating","authors":[{"name":"Yuna Xue","is_ca":true},{"name":"Xin Pang","is_ca":true},{"name":"Bailing Jiang","is_ca":false},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02298721936348451,"gpt":0.2473350019637693,"spread":0.2243477826002848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221167,0.000270012,0.0002966249,0.0002578087,0.0001188563,0.0001828935,0.0002608233,0.0002978196,0.0005383003],"category_scores_gemma":[0.0002516878,0.00018787,0.0002577502,0.0001607281,0.0001320651,0.0001538218,0.0001443079,0.0002054527,0.0001891548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727989,"about_ca_system_score_gemma":0.0001005562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843305,"about_ca_topic_score_gemma":0.006507761,"domain_scores_codex":[0.9998178,0.00001046741,0.000009049805,0.00002170712,0.0001082687,0.00003278456],"domain_scores_gemma":[0.9998541,0.00001506706,0.00004027135,0.00001182626,0.00006251647,0.00001611783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004581334,0.000003492574,0.0003583723,0.00003783335,0.000004759554,0.00002853541,0.00001279278,0.00007362836,0.9985527,0.000004624496,0.00001010525,0.0008672461],"study_design_scores_gemma":[0.000004652496,0.0003606284,0.01653368,0.000005464301,0.00001946927,0.0001039892,0.00002861631,0.00120117,0.9812111,0.00000461724,0.0005199905,0.000006586994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982875,0.0008787233,0.0003817478,0.00001368312,0.000006267109,0.000004107923,0.00003401123,0.00001257287,0.0003812545],"genre_scores_gemma":[0.9981524,0.0003619301,0.0006567881,0.000005847213,0.000002518484,0.000002805082,0.00006052858,0.000005755567,0.0007514571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843305,"threshold_uncertainty_score":0.00565356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088469029","doi":"10.1002/maco.200905308","title":"Role of second phase particles in pitting corrosion of 3003 Al alloy in NaCl solution","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Alloy; Materials science; Scanning electron microscope; Pitting corrosion; Intermetallic; Dissolution; Metallurgy; Phase (matter); Corrosion; Substrate (aquarium); Galvanic cell; Polarization (electrochemistry); Analytical Chemistry (journal); Chemical engineering; Composite material; Chemistry","authors":[{"name":"Y. Liu","is_ca":true},{"name":"Y. Frank Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006684616883313218,"gpt":0.2094568558470516,"spread":0.2027722389637384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001179672,0.0002043457,0.0002154591,0.0001516573,0.000136492,0.0003337309,0.0001989537,0.0002996395,0.000771673],"category_scores_gemma":[0.0002489345,0.0001708544,0.0001496078,0.0001092064,0.0001647297,0.0001950442,0.000109334,0.0002113968,0.000239542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289122,"about_ca_system_score_gemma":0.0002056848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003760869,"about_ca_topic_score_gemma":0.003187229,"domain_scores_codex":[0.9998755,0.00001677645,0.000007071718,0.00001956827,0.00005970243,0.0000213644],"domain_scores_gemma":[0.9998708,0.00002979691,0.00002491725,0.000006334636,0.00004830113,0.00001990889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005705658,0.000004456852,0.0002776106,0.00002109856,0.000002823238,0.00003693302,0.00002026024,0.00005955996,0.9987973,0.00003075451,0.00001300874,0.0006790625],"study_design_scores_gemma":[0.00000594931,0.0001080844,0.00250359,0.000002599616,0.000005207695,0.00006624601,0.00003539748,0.002337603,0.9944013,0.00002666229,0.0005034763,0.000003941362],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996624,0.0005960425,0.001523852,0.00003487699,0.00001063252,0.00001306918,0.00007116757,0.00004275733,0.001083757],"genre_scores_gemma":[0.9976921,0.0001170129,0.001149056,0.00001283012,0.000001957147,0.000004836701,0.00007008803,0.000009173107,0.0009429356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003760869,"threshold_uncertainty_score":0.007477939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360616615","doi":"10.1002/maco.202213705","title":"Effect of alloying elements on aqueous corrosion of nickel‐based alloys at high temperatures: A review","year":2023,"lang":"en","type":"review","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Nickel; Oxide; Passivity; Alloy; Molybdenum; Tungsten; Engineering","authors":[{"name":"Razieh Karimihaghighi","is_ca":true},{"name":"Masoumeh Naghizadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000434144248713,"gpt":0.2959811091074965,"spread":0.2759767676650093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004118756,0.001039072,0.001187613,0.003020625,0.0002598983,0.0008775875,0.000601567,0.0007699942,0.002258556],"category_scores_gemma":[0.000578286,0.0004088103,0.0007005555,0.003187273,0.0002245011,0.000936571,0.0004222415,0.0005853502,0.001003434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376955,"about_ca_system_score_gemma":0.000781871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387892,"about_ca_topic_score_gemma":0.002129613,"domain_scores_codex":[0.9998112,0.00001957418,0.00003012905,0.00004296325,0.00008059345,0.00001553445],"domain_scores_gemma":[0.9996276,0.0001556431,0.00007674516,0.000009926237,0.000115194,0.00001479358],"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":[0.0001020051,0.000184733,0.0005468054,0.1262818,0.0002795452,0.0002688342,0.0001821233,0.001044377,0.01045912,0.003507579,0.01548183,0.8416613],"study_design_scores_gemma":[0.00001280646,0.000329412,0.002018674,0.01295735,0.0006396875,0.001350163,0.0001936379,0.0003812433,0.007710804,0.001265391,0.9730932,0.00004773217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004781131,0.9984939,0.0001160425,0.00004992209,0.00007825824,0.000004489155,0.00002175612,0.000005450543,0.0007520533],"genre_scores_gemma":[0.001771563,0.9974657,0.0001553179,0.00004088557,0.0000476219,0.000005279008,0.00002459843,0.000001505216,0.0004874866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003020625,"threshold_uncertainty_score":0.007555664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994652276","doi":"10.1002/maco.201911335","title":"Investigation of micro‐electrochemical activities of oxide inclusions and microphases in duplex stainless steel and the implication on pitting corrosion","year":2019,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Materials science; Pitting corrosion; Corrosion; Metallurgy; Oxide; Electrochemistry; Inclusion (mineral); Crevice corrosion; Dual-phase steel; Phase (matter); Duplex (building); Microstructure; Electrode; Chemistry; Mineralogy; Martensite","authors":[{"name":"Yaohua Zhang","is_ca":false},{"name":"Qian Hu","is_ca":false},{"name":"Mingjie Dai","is_ca":false},{"name":"Feng Huang","is_ca":false},{"name":"Jing Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01056636400730506,"gpt":0.2397259755597794,"spread":0.2291596115524744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482323,0.0001992804,0.0001369012,0.0004009503,0.0001196347,0.0001979332,0.0001664133,0.0002440305,0.000432488],"category_scores_gemma":[0.0003266431,0.0001415031,0.000140731,0.0001855751,0.0002458162,0.0002312549,0.0001194493,0.0001352592,0.00009640218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564203,"about_ca_system_score_gemma":0.0001432526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188504,"about_ca_topic_score_gemma":0.003911827,"domain_scores_codex":[0.9997888,0.00001960932,0.00001287139,0.00004094236,0.0001090373,0.00002867071],"domain_scores_gemma":[0.9997501,0.00004356003,0.00005582278,0.00001038954,0.0001119578,0.00002826698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003874101,0.000004538794,0.002118551,0.00003221485,0.000004748887,0.0000586541,0.00004827304,0.000045269,0.9962302,0.00002605676,0.00001006547,0.001382714],"study_design_scores_gemma":[0.000002480909,0.0002080349,0.0352897,0.000004514171,0.00002117545,0.0002326565,0.0002009433,0.001553688,0.9616131,0.00003262933,0.0008331067,0.000007888402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975141,0.0003897245,0.001645195,0.00000809584,0.000004090391,0.000007381969,0.00006451641,0.00001245672,0.0003544503],"genre_scores_gemma":[0.998076,0.0001197091,0.00124452,0.000005186155,0.000001520363,0.000004359552,0.00006279819,0.000002928507,0.0004829761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002188504,"threshold_uncertainty_score":0.004351556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037191982","doi":"10.1002/maco.202011763","title":"An update on the copper corrosion program for the long‐term management of used nuclear fuel in Canada","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nuclear Waste Management Organization","funders":"University of Toronto; York University; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; Nuclear Waste Management Organization","keywords":"Corrosion; Spent nuclear fuel; Allowance (engineering); Radioactive waste; Copper; Environmental science; Term (time); Mining engineering; Waste management; Geology; Metallurgy; Engineering; Materials science; Operations management","authors":[{"name":"Peter Keech","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Scott Briggs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381337789596049,"gpt":0.232950427248905,"spread":0.2091370493529445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007344043,0.0008847155,0.0004198164,0.004672355,0.002828411,0.002504404,0.003574674,0.001598383,0.006197881],"category_scores_gemma":[0.006034777,0.0005126646,0.0007782606,0.003700427,0.000865863,0.001184143,0.00151654,0.002357262,0.001653224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03837752,"about_ca_system_score_gemma":0.2190734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9756419,"about_ca_topic_score_gemma":0.9831025,"domain_scores_codex":[0.9949142,0.0002298605,0.0002747266,0.0001841868,0.003563085,0.0008340082],"domain_scores_gemma":[0.9616488,0.0005488223,0.0007816079,0.0003002403,0.03252517,0.004195275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001454527,0.0005214529,0.03736676,0.001049204,0.00004433317,0.0006787013,0.0007794011,0.001819796,0.004759831,0.003433479,0.6438308,0.3055707],"study_design_scores_gemma":[0.00002246313,0.0001479492,0.09422809,0.000772246,0.00004138151,0.0001639541,0.0007527878,0.0006711687,0.00190763,0.0002903173,0.9009374,0.00006470791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09978496,0.05986288,0.02515335,0.2659997,0.02107973,0.00849139,0.0967851,0.006563563,0.4162793],"genre_scores_gemma":[0.2710061,0.08904716,0.09069644,0.04533462,0.002790604,0.002383656,0.07658012,0.001298735,0.4208626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03837752,"threshold_uncertainty_score":0.2784497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124107786","doi":"10.1002/maco.201508349","title":"The stability of aluminum‐manganese intermetallic phases under the microgalvanic coupling conditions anticipated in magnesium alloys","year":2015,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intermetallic; Materials science; Alloy; Corrosion; Manganese; Metallurgy; Cathodic protection; Electrochemistry; Magnesium; Aluminium; Polarization (electrochemistry); Electrode; Chemistry; Physical chemistry","authors":[{"name":"R. Matthew Asmussen","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Raheleh Partovi‐Nia","is_ca":true},{"name":"Pellumb Jakupi","is_ca":true},{"name":"David W. Shoesmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0409406201945141,"gpt":0.2733406533815638,"spread":0.2324000331870497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502947,0.0001924674,0.0001607137,0.0001993741,0.0001776977,0.0004253057,0.0002562543,0.0002692003,0.0005178057],"category_scores_gemma":[0.0003843509,0.0001530931,0.0001131385,0.0001369774,0.0002174101,0.0001966135,0.0001882097,0.0001519143,0.0001592729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765898,"about_ca_system_score_gemma":0.0001160217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299481,"about_ca_topic_score_gemma":0.002038316,"domain_scores_codex":[0.9998705,0.00001796828,0.000007448778,0.00002989376,0.00004594622,0.00002827287],"domain_scores_gemma":[0.9999022,0.00002168042,0.00002871313,0.00001064075,0.00002413653,0.00001261339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007912818,0.000004571063,0.0006066725,0.00003061473,0.000006498012,0.00005906345,0.00004909803,0.0001246505,0.997638,0.00006233985,0.00001019038,0.001329176],"study_design_scores_gemma":[0.000005347563,0.0001574113,0.005972184,0.000003803181,0.00001368766,0.00008657552,0.00009107956,0.0009308882,0.9919594,0.00004320097,0.0007324758,0.000003926711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981351,0.0004887485,0.0007468036,0.00001644839,0.000005706512,0.000005305214,0.00004138896,0.00001692808,0.0005435195],"genre_scores_gemma":[0.999104,0.0001181512,0.0003549629,0.000006646037,0.000001860868,0.000002779587,0.00004021815,0.000005061702,0.0003662146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299481,"threshold_uncertainty_score":0.002583861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015327736","doi":"10.1002/maco.200905430","title":"Electrochemical corrosion behavior of X80 pipeline steel in a near‐neutral pH solution","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Cathodic protection; Corrosion; Dielectric spectroscopy; Materials science; Polarization (electrochemistry); Electrochemistry; Oxide; Dissolution; Hydroxide; Anaerobic corrosion; X-ray photoelectron spectroscopy; Inorganic chemistry; Anode; Electrode; Metallurgy; Chemistry; Chemical engineering","authors":[{"name":"H.B. Xue","is_ca":true},{"name":"Y. Frank Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01312353696994463,"gpt":0.2518484646572759,"spread":0.2387249276873313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000224584,0.0003819078,0.0002749158,0.0001225856,0.0001352194,0.0001840201,0.000253055,0.0003440501,0.0006896316],"category_scores_gemma":[0.0002929698,0.0001316939,0.0001489115,0.0001747542,0.0001623228,0.0002819276,0.0001277073,0.0002724293,0.0002678434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487954,"about_ca_system_score_gemma":0.0001558624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242978,"about_ca_topic_score_gemma":0.001404686,"domain_scores_codex":[0.9997506,0.00004739686,0.00001579016,0.00003873498,0.0001235594,0.00002400797],"domain_scores_gemma":[0.9998229,0.0000275405,0.00003162404,0.00000774571,0.0000965624,0.00001365618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000784512,0.000008779362,0.0003154467,0.00004742513,0.000006833079,0.00005670153,0.00003380673,0.0000988469,0.997863,0.00002906551,0.00002617874,0.001435455],"study_design_scores_gemma":[0.00001316921,0.000790914,0.0042934,0.0000084914,0.00002437452,0.0001962089,0.0001303765,0.001730175,0.9915103,0.00004571478,0.001244925,0.00001204357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964362,0.0004788105,0.002018704,0.000049808,0.00001611807,0.000009889415,0.00009957616,0.00002994187,0.0008608415],"genre_scores_gemma":[0.9946491,0.0006142737,0.002636924,0.00003169547,0.000007982733,0.000008324178,0.0002211805,0.000005414332,0.001825171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242978,"threshold_uncertainty_score":0.002471507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099645768","doi":"10.1002/maco.201106319","title":"Epoxy‐coated bars as corrosion control in cracked reinforced concrete","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Epoxy; Corrosion; Materials science; Composite material; Coating; Reinforced concrete; Chloride; Reinforcement; Structural engineering; Metallurgy; Engineering","authors":[{"name":"H.Z. López-Calvo","is_ca":true},{"name":"Pedro Montes-García","is_ca":false},{"name":"Irina Kondratova","is_ca":false},{"name":"Theodore W. Bremner","is_ca":true},{"name":"M D Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007894654636769272,"gpt":0.2098324822954269,"spread":0.2019378276586576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002103986,0.0004381707,0.0002690476,0.0002509929,0.00009662638,0.0001800771,0.000319157,0.0002123228,0.0005870126],"category_scores_gemma":[0.0003032456,0.0001919024,0.0001654209,0.0000819827,0.0001941707,0.0001589377,0.0001665886,0.0002321472,0.0001687443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326609,"about_ca_system_score_gemma":0.00008658432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008482779,"about_ca_topic_score_gemma":0.001031316,"domain_scores_codex":[0.9997026,0.00006853976,0.00001799936,0.00005794304,0.0001194173,0.00003348328],"domain_scores_gemma":[0.9996271,0.00004691336,0.0001481142,0.00003870668,0.0001011213,0.00003799899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008483218,0.00002000706,0.0001753252,0.00004025613,0.000005083387,0.0000309262,0.00001123668,0.0004245403,0.997878,0.00001591634,0.000007893625,0.001305962],"study_design_scores_gemma":[0.000008231427,0.001206243,0.00297377,0.00000716516,0.00001875117,0.00007494661,0.00001420953,0.002265207,0.9930273,0.000008183774,0.0003904406,0.000005629675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968214,0.0007195837,0.002088783,0.000006611796,0.00001230907,0.00001059712,0.00001916393,0.00004784876,0.0002736684],"genre_scores_gemma":[0.9972584,0.0002302279,0.001910947,0.000003061544,0.000002616184,0.000002915395,0.00002137717,0.00000711795,0.0005632774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008482779,"threshold_uncertainty_score":0.001963794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039685176","doi":"10.1002/maco.202011770","title":"Modeling microbial sulfate reduction and the consequences for corrosion of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"","keywords":"Mackinawite; Corrosion; Sulfate; Dissolution; Sulfide; Siderite; Copper; Organic matter; Gypsum; Chemistry; Sulfate-reducing bacteria; Environmental chemistry; Environmental science; Materials science; Metallurgy; Pyrite; Mineralogy","authors":[{"name":"Fraser King","is_ca":true},{"name":"Miroslav Kolàř","is_ca":false},{"name":"I. Puigdomènech","is_ca":false},{"name":"Petteri Pitkänen","is_ca":false},{"name":"Christina Lilja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03030054627365424,"gpt":0.2468724915038831,"spread":0.2165719452302288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004957639,0.0008431447,0.0007276568,0.0004677724,0.0005666759,0.0007724914,0.0009833355,0.00139222,0.001388448],"category_scores_gemma":[0.001384597,0.000377837,0.0007814085,0.0004468841,0.0005521591,0.0003957483,0.0005840526,0.0007356846,0.0001355192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390723,"about_ca_system_score_gemma":0.00127944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05470165,"about_ca_topic_score_gemma":0.01619459,"domain_scores_codex":[0.9998221,0.00005565707,0.000007216183,0.00002851305,0.00003748181,0.00004907711],"domain_scores_gemma":[0.9994087,0.000364099,0.00005552804,0.00003740669,0.00008941211,0.00004487827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003638204,0.00002708411,0.001047466,0.00001249938,0.000007377072,0.00003129933,0.000009271214,0.9965244,0.00145235,0.0003572688,0.00004498537,0.0004496433],"study_design_scores_gemma":[0.00001137624,0.00004101658,0.0002678931,0.0000015453,0.000004491233,0.000003307,0.000008485943,0.9985932,0.0009156258,0.00009025227,0.00005967103,0.000003201003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901018,0.00008183211,0.004869987,0.0001189715,0.00002275694,0.00004650543,0.0002845157,0.00009273279,0.004380943],"genre_scores_gemma":[0.9967321,0.00007056451,0.001872546,0.00001792663,0.000003981088,0.0000411246,0.00009210873,0.00001332693,0.001156202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05470165,"threshold_uncertainty_score":0.1087665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033078713","doi":"10.1002/maco.202011710","title":"The nature of the copper sulfide film grown on copper in aqueous sulfide and chloride solutions","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Nuclear Waste Management Organization","keywords":"Copper; Chalcocite; Sulfide; Copper sulfide; Aqueous solution; Chloride; Electrochemistry; Inorganic chemistry; Corrosion; Chemistry; Materials science; Metallurgy; Electrode; Chalcopyrite","authors":[{"name":"Mengnan Guo","is_ca":true},{"name":"Jian Chen","is_ca":true},{"name":"Taylor Martino","is_ca":true},{"name":"Christina Lilja","is_ca":false},{"name":"Adam Johannes Johansson","is_ca":false},{"name":"Mehran Behazin","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Peter Keech","is_ca":true},{"name":"James J. Noël","is_ca":true},{"name":"David W. Shoesmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01580054468716758,"gpt":0.2321827841080694,"spread":0.2163822394209018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001631158,0.000246628,0.0001854145,0.0002752119,0.0001837798,0.0002728943,0.0002936471,0.0002503099,0.0007738069],"category_scores_gemma":[0.0003377251,0.0001697958,0.0001102606,0.0001601187,0.0002377767,0.0001862315,0.0001185396,0.0001842604,0.0001565104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418411,"about_ca_system_score_gemma":0.0002051477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036618,"about_ca_topic_score_gemma":0.001885319,"domain_scores_codex":[0.9998837,0.00001576229,0.00000671419,0.00002253655,0.0000490499,0.00002220835],"domain_scores_gemma":[0.9997982,0.00004813012,0.00002838299,0.00001026669,0.00009109526,0.00002393664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002677481,0.000002379198,0.000144071,0.00002445247,0.000001753833,0.00004475223,0.00002005136,0.00002324981,0.9992095,0.00001793904,0.00001286861,0.0004721344],"study_design_scores_gemma":[0.000003066925,0.00008925643,0.001644166,0.000003435848,0.000003998208,0.00003773046,0.00003204489,0.0003574167,0.9974936,0.000009482881,0.0003239476,0.000001751499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971429,0.0004801124,0.0008968868,0.00004266644,0.00001281691,0.00001540982,0.0001106399,0.00003305615,0.001265473],"genre_scores_gemma":[0.9966567,0.0003067302,0.001198927,0.00001760123,0.000006302481,0.00001117652,0.0001394395,0.00001219241,0.001650839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002036618,"threshold_uncertainty_score":0.00404954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338347243","doi":"10.1002/maco.201608925","title":"Effect of grain size and residual stress on the corrosion resistance of friction stir spot welded AZ31B joints","year":2016,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Residual stress; Metallurgy; Corrosion; Galvanic cell; Friction stir welding; Grain size; Welding; Base metal; Polarization (electrochemistry); Microstructure; Spot welding; Composite material","authors":[{"name":"Yuri Savguira","is_ca":true},{"name":"T. H. North","is_ca":true},{"name":"Steven J. Thorpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005675936041340503,"gpt":0.2159553237658614,"spread":0.2102793877245209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413534,0.0001865597,0.0002996978,0.0002107747,0.0001125107,0.000268511,0.000187133,0.0001940031,0.0008672411],"category_scores_gemma":[0.0004693289,0.0001760914,0.0001780944,0.000134896,0.0002070262,0.0001416564,0.0001042248,0.0001676296,0.0001579293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997828,"about_ca_system_score_gemma":0.00009805965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267909,"about_ca_topic_score_gemma":0.003378742,"domain_scores_codex":[0.9998605,0.00001018095,0.00001185082,0.00003188701,0.00004999309,0.00003568203],"domain_scores_gemma":[0.9996127,0.0001228041,0.0001035452,0.00003666164,0.00008329183,0.00004092816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003000439,0.00001189114,0.001497252,0.00003653886,0.00001095874,0.00007671618,0.00005585417,0.0006049352,0.995755,0.0000141753,0.00002333327,0.001613267],"study_design_scores_gemma":[0.00001424258,0.0008120019,0.05088106,0.000003005142,0.00003715939,0.0001216562,0.00009063478,0.00274458,0.9449259,0.00001372672,0.000345848,0.00001019788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993615,0.0001623039,0.0002581296,0.000005676954,0.000002944205,0.000002167191,0.00003142849,0.00001861544,0.0001572676],"genre_scores_gemma":[0.9996071,0.00003734193,0.0001081157,0.000002529171,9.549265e-7,0.000001225289,0.00002577605,0.00000626386,0.0002106368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002267909,"threshold_uncertainty_score":0.004509389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095602480","doi":"10.1002/maco.200403827","title":"Using pit solution chemistry for evaluation of metastable pitting stability of austenitic stainless steel","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Supersaturation; Pitting corrosion; Metallurgy; Austenitic stainless steel; Metastability; Electrode; Corrosion; Alloy; Saturation (graph theory); Analytical Chemistry (journal); Materials science; Chemistry; Current density; Thermodynamics; Physics; Physical chemistry; Mathematics","authors":[{"name":"Mohammad Hadi Moayed","is_ca":true},{"name":"Roger Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08087114390625298,"gpt":0.3286421723510322,"spread":0.2477710284447792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002820574,0.0002200121,0.0001920934,0.0004109148,0.0001528074,0.0001912418,0.0002194496,0.0002003244,0.0008812077],"category_scores_gemma":[0.0005189436,0.0001508803,0.0001615754,0.0002332399,0.0001860105,0.0002476434,0.0001289797,0.000236087,0.0001638133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698731,"about_ca_system_score_gemma":0.0001457297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332001,"about_ca_topic_score_gemma":0.002119706,"domain_scores_codex":[0.9997665,0.00003216499,0.00001538664,0.00003680286,0.0001296891,0.00001940597],"domain_scores_gemma":[0.9996892,0.00006430148,0.00006423706,0.00001686001,0.0001438752,0.00002151354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002440685,0.000002513742,0.0003899224,0.00001805101,0.000002406902,0.000017643,0.00002104847,0.00007102512,0.9982029,0.00002666751,0.000006982784,0.001216481],"study_design_scores_gemma":[0.000002439355,0.0001889112,0.004389126,0.000001866158,0.00000658796,0.00009316816,0.00002343727,0.00181873,0.9931766,0.00002316436,0.0002717518,0.000004129439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830583,0.000656767,0.01535878,0.0000243715,0.00001136367,0.00002430095,0.0001671049,0.00008350071,0.0006155184],"genre_scores_gemma":[0.9926826,0.0002595274,0.006194082,0.00000683138,0.000004231058,0.00001292347,0.0001418409,0.00001403673,0.0006839046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001332001,"threshold_uncertainty_score":0.002947867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995057276","doi":"10.1002/maco.201911384","title":"Characterization of the corrosion performances of as‐cast Mg–Al and Mg–Zn magnesium alloys with microarc oxidation coatings","year":2019,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Metallurgy; Microstructure; Coating; Alloy; Magnesium; Magnesium alloy; Salt spray test; Electrolyte; Plasma electrolytic oxidation; Electrochemistry; Composite material; Electrode; Chemistry","authors":[{"name":"Yuna Xue","is_ca":true},{"name":"Xin Pang","is_ca":true},{"name":"Bailing Jiang","is_ca":false},{"name":"Hamid Jahed","is_ca":true},{"name":"Di Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00549244595734346,"gpt":0.1878186969393359,"spread":0.1823262509819925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013199,0.0002722439,0.0002560772,0.0002652609,0.0001059392,0.0002374835,0.0003745849,0.0002520605,0.0004193548],"category_scores_gemma":[0.0002893694,0.0001667641,0.0002294853,0.0001871155,0.0001378028,0.0001367603,0.0001445563,0.0001679608,0.0001677253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484918,"about_ca_system_score_gemma":0.00009753786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189611,"about_ca_topic_score_gemma":0.004756886,"domain_scores_codex":[0.9997932,0.00001337734,0.000009856608,0.00002591736,0.0001309318,0.00002662348],"domain_scores_gemma":[0.9998821,0.00001088361,0.00003289182,0.00001237591,0.00005049663,0.00001114727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000037126,0.000003224269,0.000411608,0.00003110928,0.000005272329,0.00002331911,0.00001054481,0.00004103481,0.9984408,0.000008620901,0.00000862586,0.000978738],"study_design_scores_gemma":[0.000004437719,0.0001365522,0.0114062,0.000003201284,0.00001740099,0.00008313153,0.00002878198,0.0007183331,0.9868944,0.000005765345,0.0006983834,0.0000033732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973327,0.0009498452,0.000962769,0.00001562201,0.00001158386,0.000009342531,0.00006029901,0.00002310449,0.0006348776],"genre_scores_gemma":[0.99732,0.0003348247,0.001385453,0.000006820951,0.000003401908,0.000004756799,0.00007491024,0.000007995091,0.0008618364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189611,"threshold_uncertainty_score":0.004353762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089335690","doi":"10.1002/maco.202011805","title":"Status report of the Finnish spent fuel geologic repository programme and ongoing corrosion studies","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"","keywords":"Spent nuclear fuel; Radioactive waste; Waste management; High-level waste; Containment (computer programming); Corrosion; Bedrock; Engineering; Underground storage; Forensic engineering; Environmental science; Geology; Materials science; Metallurgy; Computer science","authors":[{"name":"Timo Salonen","is_ca":false},{"name":"Tiina Lamminmäki","is_ca":false},{"name":"Fraser King","is_ca":true},{"name":"Barbara Pastina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04479137683015688,"gpt":0.2490912007911091,"spread":0.2042998239609522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007648244,0.0008974235,0.0005517909,0.002879607,0.001277083,0.003582103,0.001807674,0.001653124,0.01244722],"category_scores_gemma":[0.003507335,0.0003683034,0.0007563742,0.002242135,0.0005337012,0.00124719,0.002130358,0.001114509,0.005361933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416596,"about_ca_system_score_gemma":0.01125984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02649665,"about_ca_topic_score_gemma":0.01546457,"domain_scores_codex":[0.9945358,0.0005501986,0.000202899,0.0003100563,0.003567222,0.0008339471],"domain_scores_gemma":[0.994783,0.0002509308,0.000471665,0.0002341069,0.003403737,0.0008566111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003809998,0.002011403,0.08407149,0.006237497,0.0003490135,0.003168633,0.004214551,0.005650758,0.06847934,0.01110007,0.3155612,0.4953461],"study_design_scores_gemma":[0.00009570808,0.001979172,0.2012691,0.0006630077,0.0001875139,0.0009118105,0.002905847,0.001031951,0.0299785,0.000808813,0.7600448,0.0001238783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4640658,0.05000085,0.01444715,0.0181577,0.002588166,0.003463132,0.07888848,0.002656949,0.3657317],"genre_scores_gemma":[0.7043479,0.02019439,0.009296531,0.000994602,0.000753038,0.001183534,0.07035929,0.0006104892,0.1922603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02649665,"threshold_uncertainty_score":0.05268484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082330896","doi":"10.1002/maco.202011707","title":"The kinetics of copper corrosion in nitric acid","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Copper; Nitric acid; Chemistry; Oxygen; Corrosion; Dissolution; Inorganic chemistry; Kinetics; Nitrate; Catalysis; Nuclear chemistry; Metallurgy; Materials science","authors":[{"name":"Joseph Turnbull","is_ca":true},{"name":"Ryan Szukalo","is_ca":true},{"name":"Dmitrij Zagidulin","is_ca":true},{"name":"Mark C. Biesinger","is_ca":true},{"name":"David W. Shoesmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01936888313687365,"gpt":0.2374447649939356,"spread":0.2180758818570619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006472706,0.0004637718,0.0002802665,0.000265825,0.0002093081,0.000309713,0.0005672454,0.0003826864,0.001065542],"category_scores_gemma":[0.0009654091,0.0002031484,0.0001903993,0.0002656532,0.0002819875,0.0002866676,0.000149098,0.0005290388,0.0003066354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006487212,"about_ca_system_score_gemma":0.000439032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00968137,"about_ca_topic_score_gemma":0.006010571,"domain_scores_codex":[0.9993317,0.0001493095,0.00002260046,0.00008537152,0.0002758188,0.0001352738],"domain_scores_gemma":[0.9993475,0.0002104498,0.00008420133,0.00003551084,0.0002776891,0.00004455059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009750687,0.00009110282,0.001300501,0.0002089091,0.00005511865,0.0001642588,0.0002327295,0.001771006,0.9885593,0.0004972264,0.0003586751,0.005786128],"study_design_scores_gemma":[0.00003532372,0.001050975,0.004054666,0.00003022713,0.0000296411,0.00009001144,0.0001213322,0.0132207,0.9783332,0.0001288354,0.00288057,0.00002458721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879395,0.002439808,0.002745877,0.0001316854,0.00007019074,0.00005421924,0.0003934662,0.0000577403,0.006167573],"genre_scores_gemma":[0.9949868,0.0006968881,0.001142055,0.00003344096,0.0000147261,0.00002241962,0.0002769318,0.000008138719,0.002818647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00968137,"threshold_uncertainty_score":0.01925004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160553864","doi":"10.1002/maco.201206780","title":"Prescriptive <i>versus</i> performance approaches for durability design – The end of innocence?","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Innocence; Field (mathematics); Test (biology); Computer science; Durability; Risk analysis (engineering); Construction engineering; Engineering; Business; Political science; Law; Mathematics","authors":[{"name":"R.D. Hooton","is_ca":true},{"name":"John A. Bickley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06316307699239418,"gpt":0.2183927219713242,"spread":0.15522964497893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01750716,0.000905535,0.0005840776,0.001145863,0.001181036,0.006405156,0.003077595,0.002509629,0.005263753],"category_scores_gemma":[0.02108344,0.0005918513,0.000461524,0.0005248797,0.01099339,0.00709172,0.00337025,0.004622275,0.001152243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003638667,"about_ca_system_score_gemma":0.002645484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147663,"about_ca_topic_score_gemma":0.002637343,"domain_scores_codex":[0.982656,0.01244145,0.0006350362,0.0005928875,0.003252891,0.000421784],"domain_scores_gemma":[0.9738067,0.01584586,0.001938831,0.002627868,0.00473106,0.001049606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006325573,0.0002146313,0.0008621025,0.0003393539,0.0000170095,0.00006692271,0.001502387,0.01192648,0.001718296,0.9039752,0.002802846,0.07651151],"study_design_scores_gemma":[0.00004730676,0.0003426636,0.001019785,0.001071407,0.00002588785,0.0001288486,0.003116434,0.039878,0.002753788,0.8955161,0.05602305,0.00007670441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04072146,0.006189764,0.6924345,0.03522529,0.0006394698,0.0001616901,0.00004486316,0.0004322568,0.2241505],"genre_scores_gemma":[0.7789813,0.002684042,0.1987143,0.003879469,0.0004316995,0.0003129916,0.00003273947,0.00026861,0.01469487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01750716,"threshold_uncertainty_score":0.09258783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1844431649","doi":"10.1002/maco.201206613","title":"Surface oxide formation on IN625 and plasma sprayed NiCrAlY after high density and low density supercritical water testing","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada); Carleton University","funders":"Natural Resources Canada","keywords":"Supercritical fluid; Intergranular corrosion; Materials science; Microstructure; Metallurgy; Oxide; Thermal spraying; Coating; Composite material; Chemistry","authors":[{"name":"Austin Selvig","is_ca":true},{"name":"Xiao Huang","is_ca":true},{"name":"D. J. Kim","is_ca":true},{"name":"D. Guzonas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01096428515833307,"gpt":0.1928131589290428,"spread":0.1818488737707097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000149166,0.0002443921,0.000243967,0.0002717916,0.0001618497,0.0002345306,0.0002930081,0.0002008772,0.001144845],"category_scores_gemma":[0.0003189076,0.0001735471,0.0001822142,0.0002268534,0.0002090945,0.0001575831,0.000168434,0.0001752142,0.0001377678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509468,"about_ca_system_score_gemma":0.0001596707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005593303,"about_ca_topic_score_gemma":0.01030793,"domain_scores_codex":[0.9997475,0.00001418084,0.00001205742,0.00003621577,0.0001473239,0.00004281674],"domain_scores_gemma":[0.9998074,0.00001884173,0.00004851046,0.00001486679,0.00008984267,0.00002052075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005023694,0.000004797019,0.0003105348,0.00003912665,0.000004336006,0.00004067562,0.00004705791,0.00005543302,0.9988247,0.00001512753,0.00001286084,0.0005952239],"study_design_scores_gemma":[0.0000025097,0.0001762821,0.007790253,0.000003785452,0.00001261366,0.0000571259,0.00008730637,0.0004474995,0.9905382,0.000006533681,0.0008740763,0.000003816037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983754,0.0002192839,0.000528153,0.000007709385,0.000006069648,0.000009967745,0.00006565851,0.00001818431,0.0007695165],"genre_scores_gemma":[0.9966377,0.0001747168,0.0008898305,0.000009104077,0.000001577953,0.000006055191,0.0001613949,0.00001152717,0.002108137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005593303,"threshold_uncertainty_score":0.01112151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387138759","doi":"10.1002/maco.202313757","title":"The transition from used fuel container corrosion under oxic conditions to corrosion in an anoxic environment","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization","keywords":"Sulfide; Copper; Corrosion; Inorganic chemistry; Oxide; Covellite; Cuprite; Cyclic voltammetry; Copper sulfide; Materials science; Scanning electron microscope; Hydroxide; Electrochemistry; Chemistry; Metallurgy; Chalcopyrite; Electrode","authors":[{"name":"Elham Salehi Alaei","is_ca":true},{"name":"Mengnan Guo","is_ca":true},{"name":"Jian Chen","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"Erik Bergendal","is_ca":false},{"name":"Christina Lilja","is_ca":false},{"name":"David W. Shoesmith","is_ca":true},{"name":"James J. Noël","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280557216610626,"gpt":0.2615964549656405,"spread":0.2387908827995342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914384,0.0003060916,0.0001608314,0.0001448802,0.0001396924,0.0003680859,0.0002672687,0.0002106941,0.001084324],"category_scores_gemma":[0.0003125228,0.0001681357,0.0001240962,0.0001023008,0.0002173964,0.0002658752,0.000176946,0.0002793164,0.0001807687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538941,"about_ca_system_score_gemma":0.0001805298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455926,"about_ca_topic_score_gemma":0.002483239,"domain_scores_codex":[0.9998624,0.00002093701,0.000008244231,0.0000236138,0.00004761106,0.00003723152],"domain_scores_gemma":[0.9998627,0.00001663514,0.00002678248,0.000008832608,0.00006318623,0.00002187267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001705128,0.00001604908,0.0006448128,0.00003875421,0.000005935209,0.00008015391,0.00004570962,0.00004327287,0.9976992,0.00005266557,0.00004552343,0.00115737],"study_design_scores_gemma":[0.000005258611,0.0003703928,0.007741454,0.000006942895,0.00000716011,0.00007119057,0.000111468,0.000492987,0.9904121,0.00002492562,0.0007522042,0.000003858197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99731,0.0003747608,0.0005829189,0.0000298602,0.00001569565,0.00001429764,0.0001026416,0.00002856894,0.001541331],"genre_scores_gemma":[0.9980249,0.0001935576,0.0005301617,0.00001460614,0.000004074386,0.000005264809,0.0000923427,0.000008092597,0.001127086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002455926,"threshold_uncertainty_score":0.004883289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034790634","doi":"10.1002/maco.202011778","title":"Speciation of copper in high chloride concentrations, in the context of corrosion of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University","funders":"","keywords":"Copper; Chloride; Corrosion; Dissolution; Context (archaeology); Metallurgy; Chemistry; Erosion corrosion of copper water tubes; Environmental chemistry; Materials science; Geology","authors":[{"name":"Christina Lilja","is_ca":false},{"name":"Fraser King","is_ca":true},{"name":"I. Puigdomènech","is_ca":false},{"name":"Barbara Pastina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000371630451886,"gpt":0.2382387709917264,"spread":0.2182350546872075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003186785,0.0003358469,0.0002295945,0.0005278471,0.000285647,0.0005255067,0.0004966751,0.0005112452,0.001392623],"category_scores_gemma":[0.0006779452,0.0001338508,0.000204063,0.0004830797,0.0002119409,0.0002295925,0.0003010664,0.0002354903,0.0003726563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992587,"about_ca_system_score_gemma":0.0002614135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701524,"about_ca_topic_score_gemma":0.003669325,"domain_scores_codex":[0.9996243,0.00006354458,0.00001745089,0.00007931422,0.0001394102,0.00007602114],"domain_scores_gemma":[0.9997948,0.00004693537,0.00003350755,0.00001313393,0.00009775381,0.00001395547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004499768,0.0000523953,0.002950269,0.0003254889,0.00003396501,0.0003300028,0.0003256718,0.002728906,0.986086,0.0002495434,0.0004518263,0.006015994],"study_design_scores_gemma":[0.00001599266,0.0005363777,0.004550725,0.00002384145,0.00003416414,0.0001706238,0.0003384823,0.005632277,0.9859774,0.0001253507,0.002576139,0.00001863636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994436,0.00054674,0.001241418,0.00004393776,0.00001564563,0.00002455477,0.0003793506,0.00006136991,0.003250837],"genre_scores_gemma":[0.9967582,0.0003674702,0.000909285,0.00001522412,0.000006448722,0.00001012238,0.0002587463,0.00001570116,0.001658916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004701524,"threshold_uncertainty_score":0.009348333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990271493","doi":"10.1002/maco.200905323","title":"Effects of coolant chemistry on corrosion of 3003 aluminum alloy in automotive cooling system","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Ethylene glycol; Corrosion; Alloy; Materials science; Chloride; Coolant; Pitting corrosion; Electrolyte; Dielectric spectroscopy; Electrochemistry; Inorganic chemistry; Metallurgy; Chemical engineering; Nuclear chemistry; Chemistry; Electrode","authors":[{"name":"Y. Liu","is_ca":true},{"name":"Y. Frank Cheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006350837740582239,"gpt":0.2191714144169189,"spread":0.2128205766763367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750864,0.0003438678,0.0003306362,0.0001321619,0.0001567323,0.000266324,0.0002059717,0.0002564748,0.0009815206],"category_scores_gemma":[0.0003803275,0.0001534506,0.0002381311,0.0001388448,0.0001386074,0.0001991818,0.0001122694,0.0002556739,0.0001786538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887939,"about_ca_system_score_gemma":0.0001689802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459394,"about_ca_topic_score_gemma":0.002038615,"domain_scores_codex":[0.9998053,0.00003926144,0.00001278821,0.00003074391,0.0000746381,0.00003740384],"domain_scores_gemma":[0.9997707,0.00004907749,0.00004855404,0.00001394344,0.00009570723,0.00002207287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004669399,0.00002030313,0.0008249902,0.00008774118,0.0000125241,0.0000572897,0.00004431491,0.0002107523,0.9964051,0.0000199496,0.00004055527,0.00180963],"study_design_scores_gemma":[0.0000053861,0.0003480117,0.003472731,0.000003308314,0.00001128362,0.00003324005,0.00002300195,0.0008699969,0.9949167,0.000006502598,0.0003063214,0.00000358518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984395,0.0005790779,0.0004999734,0.00002539256,0.00001036806,0.000007456526,0.00008335536,0.00002637831,0.0003285425],"genre_scores_gemma":[0.9987034,0.0002353418,0.0005343115,0.00001589439,0.000003356781,0.000004818351,0.00007724875,0.000009636918,0.0004160349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002459394,"threshold_uncertainty_score":0.004890203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039624139","doi":"10.1002/maco.202011784","title":"Probabilistic model for pitting of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Pitting corrosion; Corrosion; Copper; Bentonite; Probabilistic logic; Environmental science; Erosion corrosion of copper water tubes; Saturation (graph theory); Monte Carlo method; Materials science; Metallurgy; Geotechnical engineering; Mathematics; Geology; Statistics","authors":[{"name":"Scott Briggs","is_ca":true},{"name":"Christina Lilja","is_ca":false},{"name":"Fraser King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02676625673371684,"gpt":0.2169347700935142,"spread":0.1901685133597974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326244,0.0009276315,0.001169784,0.001070615,0.0007017383,0.001378427,0.002770499,0.002300153,0.005466448],"category_scores_gemma":[0.003952735,0.000993107,0.001339313,0.0007338938,0.001446809,0.001316428,0.0007703714,0.001123705,0.0007624854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999815,"about_ca_system_score_gemma":0.001087648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02607278,"about_ca_topic_score_gemma":0.01035596,"domain_scores_codex":[0.9992962,0.000130029,0.0000260665,0.0001852275,0.0001721711,0.0001902631],"domain_scores_gemma":[0.9979814,0.00106852,0.0003730926,0.00008954816,0.0003455731,0.0001419224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000019604,0.000009217147,0.0005385408,0.00001392895,0.000008374446,0.0000484707,0.00001391253,0.9948381,0.0005288948,0.003216058,0.0001192486,0.0006455255],"study_design_scores_gemma":[0.000005754964,0.00001353702,0.0002314139,0.000002538835,0.000007124027,0.00001953774,0.000005688562,0.998463,0.0001488879,0.0009962472,0.000100562,0.000005676942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192291,0.0009636488,0.4461292,0.001006013,0.0001153406,0.0003077392,0.001932926,0.000795198,0.02952085],"genre_scores_gemma":[0.9819693,0.0002473787,0.004300445,0.00003630155,0.00001602692,0.0001646039,0.0003673701,0.0000475656,0.01285109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607278,"threshold_uncertainty_score":0.05184203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1823323524","doi":"10.1002/maco.201508315","title":"Alloy 800H under supercritical water conditions: a flow reactor study of corrosion and hydrogen evolution","year":2015,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Supercritical fluid; Alloy; Corrosion; Hydrogen; Volumetric flow rate; Metallurgy; Oxygen; Chemistry; Materials science; Supercritical water oxidation; Nuclear chemistry; Analytical Chemistry (journal); Thermodynamics; Environmental chemistry","authors":[{"name":"Kashif I. Choudhry","is_ca":true},{"name":"Igor M. Svishchev","is_ca":true},{"name":"L. V. Orlovskaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01999143192965822,"gpt":0.2322021794802422,"spread":0.212210747550584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623076,0.0003809794,0.0007019757,0.0003397721,0.0003720217,0.0003544964,0.0003065814,0.0004362878,0.0007153476],"category_scores_gemma":[0.0002600771,0.0001938535,0.0002908344,0.0002833666,0.0003158043,0.0003665315,0.0001217856,0.0002674349,0.00017794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006426349,"about_ca_system_score_gemma":0.0004116658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008711438,"about_ca_topic_score_gemma":0.006707834,"domain_scores_codex":[0.9998288,0.00001343212,0.000007937545,0.00002747021,0.00008739034,0.00003485844],"domain_scores_gemma":[0.9998907,0.00002059457,0.00001795014,0.000009435087,0.00004915092,0.00001220242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001449916,0.00001733756,0.0008004156,0.00005299959,0.000007899313,0.00005149767,0.00005759089,0.0002137699,0.996143,0.0001030631,0.00004830621,0.002359095],"study_design_scores_gemma":[0.00001131475,0.0002708156,0.00455175,0.000002588543,0.0000128182,0.0001026359,0.00002468398,0.002524808,0.9916115,0.00003813622,0.0008415058,0.00000755462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978918,0.0003296994,0.001118451,0.0000170285,0.000005607408,0.00001652514,0.00009544659,0.00003285646,0.0004925802],"genre_scores_gemma":[0.9951589,0.0002553156,0.002489337,0.00001065095,0.000007611427,0.00001075192,0.0002577939,0.00001381785,0.001795824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008711438,"threshold_uncertainty_score":0.01732147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000650272","doi":"10.1002/maco.201911221","title":"Corrosion behavior of austenitic 304L and 316LN stainless steel clad reinforcing bars in cracked concrete","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Rebar; Materials science; Corrosion; Austenitic stainless steel; Metallurgy; Carbon steel; Chloride; Composite material; Brine","authors":[{"name":"Ibrahim G. Ogunsanya","is_ca":true},{"name":"Victoria Strong","is_ca":true},{"name":"C.M. Hansson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01502095570549007,"gpt":0.2129288263559587,"spread":0.1979078706504686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002617555,0.0003276402,0.0002916024,0.0002627358,0.0001472306,0.0001795776,0.000217071,0.0002900687,0.0005445344],"category_scores_gemma":[0.000359915,0.000176365,0.0001690082,0.0001133923,0.0002135312,0.0001509424,0.0001656052,0.0002282506,0.0001892679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510866,"about_ca_system_score_gemma":0.0001743923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515497,"about_ca_topic_score_gemma":0.006116876,"domain_scores_codex":[0.9997521,0.00003891577,0.00001763318,0.00003439795,0.0001204045,0.0000365779],"domain_scores_gemma":[0.9996785,0.0000300675,0.0000839346,0.00001932787,0.000139701,0.00004851124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000092104,0.00001039468,0.001200166,0.00002435526,0.00000443675,0.0000424694,0.00004825433,0.0002026386,0.9977842,0.00001027104,0.000006141458,0.0005746958],"study_design_scores_gemma":[0.00000945588,0.001367943,0.03374023,0.00001452893,0.00002033776,0.0001755462,0.0001347241,0.003293694,0.9608523,0.00001720488,0.0003602272,0.00001368138],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995568,0.0000880591,0.000188798,0.000003252798,0.000001464108,0.000002144929,0.00002095113,0.000007093202,0.0001313835],"genre_scores_gemma":[0.9989859,0.00006139448,0.0004328906,0.000002570607,6.895509e-7,0.000002197254,0.00004362885,0.000002565843,0.0004681743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515497,"threshold_uncertainty_score":0.006990075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378471077","doi":"10.1002/maco.202313766","title":"The effects of chloride and sulphate on the growth of sulphide films on copper in anoxic sulphide solutions","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization; Natural Resources Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Svensk Kärnbränslehantering; Nuclear Waste Management Organization","keywords":"Chloride; Copper; Corrosion; Anoxic waters; Scanning electron microscope; Chemistry; Electrochemistry; Adsorption; Inorganic chemistry; Dielectric spectroscopy; Metallurgy; Materials science; Electrode; Environmental chemistry; Organic chemistry; Composite material","authors":[{"name":"Jian Chen","is_ca":true},{"name":"Xinran Pan","is_ca":true},{"name":"Taylor Martino","is_ca":true},{"name":"Christina Lilja","is_ca":false},{"name":"Mehran Behazin","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Peter Keech","is_ca":true},{"name":"James J. Noël","is_ca":true},{"name":"David W. Shoesmith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01630368986961384,"gpt":0.2351875555353388,"spread":0.218883865665725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003996005,0.0005236499,0.0004535286,0.0002601033,0.000174149,0.0003040043,0.0003907745,0.0003186618,0.0008387227],"category_scores_gemma":[0.0009462531,0.0002832383,0.0002435083,0.0001755441,0.0003186678,0.0002407842,0.000280775,0.0003494148,0.0002013944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203804,"about_ca_system_score_gemma":0.000270373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345133,"about_ca_topic_score_gemma":0.005274167,"domain_scores_codex":[0.9995796,0.0001086347,0.00003876169,0.00004533248,0.0001546155,0.00007304819],"domain_scores_gemma":[0.9992682,0.0002670337,0.0001259053,0.00003527799,0.0002221911,0.00008137608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003337298,0.0000182428,0.0002190318,0.0001091783,0.00001023818,0.00005481128,0.00006235229,0.000130606,0.9979494,0.00001788876,0.00003159399,0.001062984],"study_design_scores_gemma":[0.00001190673,0.0005113591,0.002014705,0.000008068431,0.00001309028,0.00003191708,0.00004154427,0.0008296159,0.9960862,0.00001019765,0.0004354438,0.00000595764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997876,0.0006662756,0.0003585137,0.00004032452,0.00001544093,0.00001812765,0.00007800215,0.00002026537,0.0009269414],"genre_scores_gemma":[0.9968458,0.0005852857,0.001186549,0.00003020066,0.0000172111,0.00001452535,0.0001153247,0.00001956661,0.001185645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004345133,"threshold_uncertainty_score":0.008639634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1774994080","doi":"10.1002/maco.201206985","title":"Passivation of <scp>HAZ</scp>s of <scp>API</scp>‐<scp>X</scp>100 pipeline steel in bicarbonate‐carbonate solutions at 298 K","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Passivation; Carbonate; Bicarbonate; Chemistry; Chloride; Electrochemistry; Inorganic chemistry; Electrode; Organic chemistry; Physical chemistry","authors":[{"name":"Faysal Fayez Eliyan","is_ca":true},{"name":"F. Icre","is_ca":true},{"name":"Akram Alfantazi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01993655647870127,"gpt":0.2413137980144753,"spread":0.221377241535774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209956,0.0003118648,0.000222218,0.0001660078,0.0001268675,0.000229241,0.0002849333,0.0002606239,0.001509345],"category_scores_gemma":[0.0002902325,0.0001781666,0.0002305034,0.0002181842,0.0001790749,0.0001813195,0.0001182756,0.0003084551,0.00023068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742271,"about_ca_system_score_gemma":0.0001539022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521311,"about_ca_topic_score_gemma":0.004266836,"domain_scores_codex":[0.9998804,0.000006586031,0.000006885619,0.00002842216,0.00005340659,0.00002424006],"domain_scores_gemma":[0.9998968,0.00001779695,0.00002211236,0.00001350732,0.00004017663,0.000009537544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004675652,0.000002823805,0.0003589442,0.00005034679,0.000005847205,0.0000511472,0.00002826918,0.0001466076,0.9981006,0.00001723759,0.00003639082,0.001155075],"study_design_scores_gemma":[0.00000334357,0.000113101,0.006529674,0.00000289347,0.000009058619,0.00005646577,0.00003416373,0.0007636744,0.9918619,0.000008060807,0.0006143033,0.000003302399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977698,0.0002350359,0.0009104554,0.00001603468,0.000007847699,0.000009979347,0.0001965721,0.00004734912,0.0008068988],"genre_scores_gemma":[0.9977894,0.0001450969,0.0007495804,0.000008970772,0.000001711508,0.000008118921,0.0002623245,0.00002055966,0.001014408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002521311,"threshold_uncertainty_score":0.005049229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132028032","doi":"10.1002/maco.200403847","title":"On-line corrosion and corrosion-wear monitoring using a modified electrochemical noise technique","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Electrochemical noise; Corrosion; Materials science; Pitting corrosion; Metallurgy; Carbon steel; Microelectrode; Electrode; Electrochemistry; Layer (electronics); Ammeter; Composite material; Voltage; Chemistry","authors":[{"name":"P.-Q. Wu","is_ca":true},{"name":"Z. L. Quan","is_ca":false},{"name":"J.-P. Celis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01989298600282942,"gpt":0.255671827963738,"spread":0.2357788419609086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004335325,0.0006844994,0.0005061468,0.0004772446,0.0001405789,0.0002614143,0.0007083522,0.0005358063,0.000559276],"category_scores_gemma":[0.001144811,0.0002041541,0.0002354203,0.0002640447,0.0002632717,0.0003780983,0.0003350255,0.0003888083,0.000235265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860155,"about_ca_system_score_gemma":0.0001173719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004924324,"about_ca_topic_score_gemma":0.001268106,"domain_scores_codex":[0.9988462,0.0002547548,0.00004474995,0.0001942626,0.0006102228,0.00004982439],"domain_scores_gemma":[0.9991429,0.0002369119,0.0001589802,0.0001086157,0.0003140027,0.00003858104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001410855,0.00004323344,0.00164977,0.0001163429,0.00001623612,0.0001096529,0.00004980354,0.0002023203,0.9823924,0.00007000154,0.00005703495,0.01515207],"study_design_scores_gemma":[0.00001008736,0.0008982624,0.009517317,0.00001046255,0.00004486782,0.001409343,0.00005986312,0.005801242,0.9802822,0.00007877125,0.001863312,0.00002428336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720095,0.002100252,0.2223781,0.00009356488,0.000147942,0.00009940912,0.0001551522,0.0003339328,0.002682052],"genre_scores_gemma":[0.9077448,0.0009754233,0.08697107,0.0001072028,0.00004406528,0.00006008552,0.0001597782,0.00003630558,0.003901385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007083522,"threshold_uncertainty_score":0.002292752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040487373","doi":"10.1002/maco.202011780","title":"The anoxic corrosion behaviour of carbon steel in anoxic alkaline environments simulating a Swiss L/ILW repository environment","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Canada; Natural Resources Canada","funders":"","keywords":"Anoxic waters; Corrosion; Cementitious; Carbon steel; Materials science; Metallurgy; Decomposition; Cement; Hydrogen; Carbon fibers; Grout; Environmental science; Environmental chemistry; Chemistry; Composite material","authors":[{"name":"Nicholas A. Senior","is_ca":true},{"name":"Taylor Martino","is_ca":true},{"name":"Nikitas Diomidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045930907477707,"gpt":0.1955770350978422,"spread":0.1851177260230651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759699,0.0004334594,0.0002531262,0.0004407941,0.0003469492,0.0004301569,0.0002543416,0.000465986,0.0009103249],"category_scores_gemma":[0.0002600634,0.0001033709,0.0002089429,0.0003760841,0.0002948609,0.0002037267,0.000251348,0.0002786086,0.0002602817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051653,"about_ca_system_score_gemma":0.0002721663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427367,"about_ca_topic_score_gemma":0.01482413,"domain_scores_codex":[0.9997775,0.00003524723,0.00001270308,0.00003913064,0.0000842431,0.00005114058],"domain_scores_gemma":[0.9997782,0.00004472312,0.00003709165,0.00001442729,0.00009377627,0.00003179238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008752131,0.000140238,0.007266562,0.00008939544,0.00002576853,0.000404789,0.0001942302,0.008283571,0.9804341,0.0000936857,0.000123125,0.00206936],"study_design_scores_gemma":[0.0000535383,0.002333475,0.0690121,0.0000206353,0.00005285485,0.0001809256,0.0005671656,0.02703414,0.8993573,0.0001008459,0.001240243,0.00004678578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990323,0.00003580018,0.0002356879,0.000008704987,0.000002351798,0.000006489938,0.0001846333,0.00001237303,0.0004817126],"genre_scores_gemma":[0.9988855,0.00007215025,0.0003670045,0.000005269986,0.000001735894,0.000008213836,0.0002627619,0.000005159875,0.000392259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427367,"threshold_uncertainty_score":0.02838117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360618282","doi":"10.1002/maco.202313763","title":"An overview of the Canadian nuclear waste corrosion program","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nuclear Waste Management Organization","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; York University; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; Nuclear Waste Management Organization","keywords":"Corrosion; Radioactive waste; Spent nuclear fuel; Allowance (engineering); Work (physics); Environmental science; High-level waste; Waste management; Forensic engineering; Engineering; Metallurgy; Materials science; Operations management","authors":[{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Mehran Behazin","is_ca":true},{"name":"Scott Briggs","is_ca":true},{"name":"Peter Keech","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04454312498888722,"gpt":0.3073408727152003,"spread":0.2627977477263131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002841703,0.001313827,0.0003552997,0.01218983,0.00499672,0.002817787,0.002579064,0.0008099075,0.02058414],"category_scores_gemma":[0.002007461,0.0005142248,0.000557487,0.0117403,0.000956879,0.001096471,0.001919154,0.0009732738,0.004190969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0547208,"about_ca_system_score_gemma":0.1354166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9673926,"about_ca_topic_score_gemma":0.9805092,"domain_scores_codex":[0.9953744,0.0001715135,0.00009246708,0.0002217098,0.003383306,0.0007567401],"domain_scores_gemma":[0.9935955,0.00008684262,0.0001320998,0.00008385356,0.005547744,0.0005539458],"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":[0.0001514816,0.0002575766,0.01967545,0.001401519,0.00003320457,0.0003262642,0.0007048932,0.00261286,0.004495439,0.02667756,0.2818815,0.6617823],"study_design_scores_gemma":[0.000005110202,0.00005444383,0.02518531,0.0003048277,0.00001335306,0.000125546,0.0004813902,0.000484861,0.001301944,0.000412873,0.9715981,0.0000321783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04137181,0.07129183,0.01121373,0.02954952,0.001291534,0.001720877,0.03151576,0.001687504,0.8103575],"genre_scores_gemma":[0.235404,0.1423489,0.03854486,0.004313383,0.0004563683,0.0006806713,0.03564462,0.0006839309,0.5419232],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0547208,"threshold_uncertainty_score":0.397029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088890934","doi":"10.1002/maco.200804077","title":"Effect of pre‐oxidation on coke formation and metal dusting of electroplated Ni<sub>3</sub>Al–CeO<sub>2</sub>‐based coatings in CO–H<sub>2</sub>–H<sub>2</sub>O","year":2008,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Natural Resources Canada","funders":"","keywords":"Materials science; Spallation; Electroplating; Coke; Metallurgy; Metal; Coating; Chemical engineering; Composite material; Layer (electronics)","authors":[{"name":"H. Liu","is_ca":true},{"name":"W. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006355023687926881,"gpt":0.2078351148157704,"spread":0.2014800911278435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001523642,0.0004254539,0.0004362915,0.0001561638,0.0002005518,0.0003373059,0.0002989712,0.0003820531,0.0006061],"category_scores_gemma":[0.0003727642,0.0003324594,0.0002265719,0.0001343096,0.000231219,0.0002128606,0.000205079,0.0004734295,0.0001579591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838606,"about_ca_system_score_gemma":0.0001880904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499845,"about_ca_topic_score_gemma":0.003511939,"domain_scores_codex":[0.999781,0.00001988173,0.00001813719,0.00004767156,0.0000761777,0.00005726095],"domain_scores_gemma":[0.9997441,0.00006112723,0.00005140501,0.00003220545,0.00006622464,0.00004486397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009597775,0.00001413453,0.0001586726,0.00003605033,0.000006930454,0.00002729736,0.00001786439,0.00005259212,0.9990832,0.000006137654,0.00001006181,0.0004910999],"study_design_scores_gemma":[0.0000026595,0.00008439892,0.002404636,0.000001520673,0.000006721272,0.00001771235,0.00001217337,0.0001899032,0.9971463,0.000001933556,0.0001297192,0.000002282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983572,0.000365183,0.0007449792,0.00001285551,0.00002042599,0.00001717225,0.00004153678,0.00003482583,0.0004057642],"genre_scores_gemma":[0.9982407,0.0001914206,0.0008761153,0.00001545118,0.000003971417,0.00001080766,0.00005660357,0.00001597137,0.0005890771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499845,"threshold_uncertainty_score":0.002982199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1483829350","doi":"10.1002/maco.201307410","title":"Microcapillary polarization measurements of friction stir spot welds made in <scp>AZ</scp>31<scp>B</scp> magnesium alloy","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Base metal; Corrosion; Metallurgy; Tungsten; Tungsten carbide; Polarization (electrochemistry); Alloy; Magnesium; Magnesium alloy; Welding; Friction stir welding; Noble metal; Composite material; Metal; Chemistry","authors":[{"name":"Yuri Savguira","is_ca":true},{"name":"T. H. North","is_ca":true},{"name":"Steven J. Thorpe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040973416478663,"gpt":0.2051493747766627,"spread":0.194739640611876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191453,0.0003560854,0.0002640618,0.0003940208,0.0002589049,0.0002203033,0.0002918624,0.0003083916,0.0008623374],"category_scores_gemma":[0.0003788226,0.0002430671,0.0002033892,0.000384349,0.0003175475,0.0001709494,0.0001590071,0.0005023511,0.0001676926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037965,"about_ca_system_score_gemma":0.0001532324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372028,"about_ca_topic_score_gemma":0.005849168,"domain_scores_codex":[0.9998197,0.00001135132,0.000007070669,0.00003968475,0.00009077175,0.0000314194],"domain_scores_gemma":[0.9996106,0.00009737317,0.00008678498,0.00002834561,0.0001499622,0.00002709459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004325461,0.000005622453,0.0003639494,0.00001570418,0.000002663753,0.00005477033,0.0000611547,0.00007764022,0.9979982,0.00002318834,0.00002517858,0.001328696],"study_design_scores_gemma":[0.000002762818,0.0001000728,0.01326031,0.000002625961,0.00001005942,0.0000664891,0.00004020994,0.0005932476,0.9857128,0.00001134634,0.0001950998,0.00000495101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878044,0.0004273203,0.0102511,0.00003733333,0.00001958638,0.000035554,0.0002093025,0.0001336626,0.001081682],"genre_scores_gemma":[0.9931127,0.0003564228,0.005342596,0.00001553689,0.00001099424,0.00002525555,0.00008625029,0.0000231651,0.001027057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372028,"threshold_uncertainty_score":0.007397234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123667957","doi":"10.1002/maco.200503870","title":"Evaluation of aluminide diffusion coatings for thermal cyclic oxidation protection of a nickel-base superalloy","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Aluminide; Superalloy; Metallurgy; Silicon; Diffusion; Silicon monoxide; Nickel aluminide; Aluminium; Coating; Alloy; Nickel; Evaporation; Intermetallic; Diffusion barrier; Composite material; Layer (electronics)","authors":[{"name":"Ahmad Elsawy","is_ca":true},{"name":"H. Soda","is_ca":true},{"name":"Alexander McLean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02248531796767315,"gpt":0.2481423814525887,"spread":0.2256570634849156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001418892,0.0003419898,0.0002004189,0.0001487867,0.0001289084,0.0002183376,0.0003164873,0.0002019796,0.0004649163],"category_scores_gemma":[0.0002616183,0.0001733713,0.0001760486,0.000105388,0.0001046577,0.0001503244,0.000124768,0.0001657882,0.0001114503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035329,"about_ca_system_score_gemma":0.0001366411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121531,"about_ca_topic_score_gemma":0.002761508,"domain_scores_codex":[0.9998827,0.00001087425,0.00000714518,0.0000197684,0.00005429169,0.00002521812],"domain_scores_gemma":[0.9998094,0.00002230474,0.00005285655,0.000025069,0.00006028411,0.00003010452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002222305,0.000004752568,0.0000984485,0.00002161634,0.000004015406,0.00001733411,0.000009379157,0.00004351179,0.9991659,0.000008557266,0.000007733463,0.0005965429],"study_design_scores_gemma":[0.000002746613,0.0001178875,0.001423167,0.000001692734,0.00001050495,0.00004312414,0.000009388888,0.0003917924,0.9976484,0.000002414743,0.0003469542,0.000001953101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979577,0.0003925886,0.001086121,0.00001023978,0.000009902568,0.00001110907,0.0000354344,0.00002469477,0.0004722344],"genre_scores_gemma":[0.996586,0.0003272753,0.001963801,0.000005879427,0.000003613384,0.000008058319,0.00007541278,0.00001528028,0.001014637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00121531,"threshold_uncertainty_score":0.002416551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046846996","doi":"10.1002/maco.202011783","title":"The anoxic corrosion behaviour of copper in the presence of chloride and sulphide","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nuclear Waste Management Organization; Natural Resources Canada","funders":"Nuclear Waste Management Organization","keywords":"Corrosion; Anoxic waters; Chloride; Copper; Groundwater; Erosion corrosion of copper water tubes; Anaerobic corrosion; Hydrogen; Metallurgy; Chemistry; Environmental science; Environmental chemistry; Geology; Materials science","authors":[{"name":"Nicholas A. Senior","is_ca":true},{"name":"Taylor Martino","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Peter Keech","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047649057703245,"gpt":0.2464075005339475,"spread":0.225931009956915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762794,0.0005000231,0.0002676114,0.000333926,0.0003410521,0.0002994741,0.0004619274,0.0002867078,0.0008442956],"category_scores_gemma":[0.0005446927,0.0001683778,0.0001964432,0.0004215715,0.000368822,0.0001678855,0.0002145606,0.00030934,0.0002012163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140521,"about_ca_system_score_gemma":0.0007703086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1472901,"about_ca_topic_score_gemma":0.1410798,"domain_scores_codex":[0.9993734,0.00009583493,0.00003100807,0.00006793679,0.0002856969,0.0001462384],"domain_scores_gemma":[0.9994774,0.0000790828,0.00007342407,0.00002990935,0.0002753173,0.00006486267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004265536,0.00002992489,0.001212653,0.0000635659,0.00002175756,0.00008330565,0.0001716761,0.0003301839,0.995784,0.00004843256,0.0001021076,0.001725836],"study_design_scores_gemma":[0.00001082863,0.0007803503,0.0144403,0.000009354359,0.00002699385,0.00005745807,0.0001841129,0.001412902,0.9818672,0.00001377217,0.001182081,0.00001456015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979659,0.0003733767,0.0004239377,0.0000198962,0.000006903572,0.00001288868,0.0001904552,0.00001612859,0.0009905286],"genre_scores_gemma":[0.9975598,0.0002746489,0.0005764774,0.000009151148,0.00000414605,0.000008614666,0.0002286091,0.0000060262,0.001332429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472901,"threshold_uncertainty_score":0.2928656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1860774523","doi":"10.1002/maco.201206984","title":"Sensitivity of the passive films on <scp>API</scp>‐<scp>X</scp>100 steel heat‐affected zones (<scp>HAZ</scp>s) towards trace chloride concentrations in bicarbonate solutions at high temperature","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Qatar National Research Fund; Qatar Foundation","keywords":"Chloride; Corrosion; Bicarbonate; Polarization (electrochemistry); Chemistry; Electrochemistry; Thermal stability; Acicular; Analytical Chemistry (journal); Metallurgy; Materials science; Microstructure; Electrode; Environmental chemistry","authors":[{"name":"Faysal Fayez Eliyan","is_ca":true},{"name":"Akram Alfantazi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01198803938140827,"gpt":0.2188202828338578,"spread":0.2068322434524495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602152,0.0003289823,0.0002344175,0.0001650939,0.0001672462,0.0002947795,0.0003375214,0.0003100753,0.0008314766],"category_scores_gemma":[0.0004253151,0.0002035168,0.0001802718,0.0001467105,0.0002630785,0.0002505639,0.0001552415,0.0003799242,0.0001818677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718351,"about_ca_system_score_gemma":0.0001349614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815846,"about_ca_topic_score_gemma":0.002378167,"domain_scores_codex":[0.999842,0.00001167576,0.000008456291,0.00004007876,0.00007540548,0.00002223608],"domain_scores_gemma":[0.9997677,0.00004283391,0.00005279691,0.0000183282,0.0001026514,0.00001570483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003626549,0.000002012584,0.0002879454,0.00002875056,0.000003009746,0.00002844592,0.00002337153,0.00004890519,0.9988809,0.0000083387,0.000009713051,0.0006423371],"study_design_scores_gemma":[0.000002786589,0.0001230396,0.006330631,0.000002476133,0.000009067527,0.00008487522,0.0000418593,0.0004444417,0.9924681,0.000008023935,0.0004814375,0.000003292507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973403,0.0002799338,0.001637669,0.00002943811,0.000007377354,0.00001566043,0.000125582,0.00003885244,0.0005250946],"genre_scores_gemma":[0.9973319,0.0002646284,0.001406241,0.00001499581,0.00000306959,0.00001254319,0.0001889878,0.00001366345,0.0007639715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815846,"threshold_uncertainty_score":0.003610551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091195579","doi":"10.1002/maco.202011794","title":"Overview of anaerobic corrosion of carbon steel radioactive waste packages in alkaline media in support of the Belgian supercontainer concept","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Corrosion; Radioactive waste; Carbon steel; Materials science; Waste management; Anoxic waters; Metallurgy; Carbon fibers; Cracking; Environmental science; Engineering; Composite material; Chemistry; Environmental chemistry","authors":[{"name":"Bruno Kursten","is_ca":false},{"name":"N.R. Smart","is_ca":false},{"name":"Nicholas A. Senior","is_ca":true},{"name":"Digby D. Macdonald","is_ca":false},{"name":"Sébastien Caes","is_ca":false},{"name":"Valdir de Souza","is_ca":false},{"name":"R. Gaggiano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02002071592794468,"gpt":0.2224011230198981,"spread":0.2023804070919534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004812,0.0003981563,0.0003384687,0.0009255453,0.0002437371,0.0006233904,0.0003273867,0.00038448,0.001116468],"category_scores_gemma":[0.00009910074,0.0001721728,0.0003166237,0.0007411088,0.0001948027,0.0002364857,0.0001718618,0.0002191286,0.0004827929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00092432,"about_ca_system_score_gemma":0.0005570443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008115384,"about_ca_topic_score_gemma":0.008645285,"domain_scores_codex":[0.9996952,0.00004374872,0.00001381904,0.00004639597,0.0001543317,0.00004653662],"domain_scores_gemma":[0.9999005,0.000009643152,0.00001393857,0.000005391092,0.00005926456,0.00001136088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002621088,0.0001124163,0.002063764,0.001815017,0.00004189284,0.0002759027,0.0002469188,0.004859686,0.8432875,0.003466734,0.001246928,0.1423211],"study_design_scores_gemma":[0.00001941142,0.001706003,0.0212186,0.0001843358,0.00009568626,0.001778505,0.0003199236,0.007321046,0.7398161,0.0005968651,0.226885,0.00005852007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7013141,0.1609695,0.07335737,0.000713253,0.0001963757,0.0002056252,0.0009409245,0.0004747815,0.06182802],"genre_scores_gemma":[0.8847842,0.06234356,0.03112358,0.00008589609,0.00006899009,0.00004953972,0.0008500341,0.00007031969,0.02062387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008115384,"threshold_uncertainty_score":0.01613629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110400285","doi":"10.1002/maco.202011782","title":"The corrosion of mild and stainless steel in alkaline anaerobic conditions representing the Belgian “supercontainer” concept and the Swiss L/ILW repository","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Radioactive waste; Cement; Nuclear decommissioning; Materials science; Environmental science; Spent nuclear fuel; Metallurgy; Waste management; High-level waste; Engineering","authors":[{"name":"Nicholas A. Senior","is_ca":true},{"name":"Taylor Martino","is_ca":true},{"name":"R. Gaggiano","is_ca":false},{"name":"Nikitas Diomidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009689491595277705,"gpt":0.2103812935509345,"spread":0.2006918019556568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002324979,0.0004018124,0.0002036049,0.0005136578,0.0003196007,0.0003791555,0.0003041087,0.0003673853,0.0007604297],"category_scores_gemma":[0.0001131603,0.000144586,0.0002504414,0.0003981233,0.0003231055,0.0001308969,0.0002169948,0.0001783057,0.0001878091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955069,"about_ca_system_score_gemma":0.0004172917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02683008,"about_ca_topic_score_gemma":0.03145239,"domain_scores_codex":[0.9997374,0.00003394037,0.00001263342,0.00004855853,0.0001073867,0.00006002426],"domain_scores_gemma":[0.9998655,0.00001134256,0.00003202907,0.000007144158,0.00005573597,0.00002813222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003496637,0.00006452439,0.004327568,0.00004142613,0.00001208317,0.0001280751,0.00008997333,0.001109065,0.9919047,0.0000885688,0.00009984113,0.001784427],"study_design_scores_gemma":[0.00002762116,0.002041559,0.1197106,0.00001192146,0.00003958221,0.0002342324,0.0005990416,0.005927697,0.8688656,0.00004648183,0.002463671,0.00003202122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991818,0.00005053036,0.0001893699,0.000007203334,0.00000224487,0.000005368907,0.0001445269,0.000006817658,0.0004120815],"genre_scores_gemma":[0.9982365,0.0001101527,0.0006741512,0.000006037816,0.000001555873,0.00000745858,0.0002773662,0.000003756337,0.0006829824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683008,"threshold_uncertainty_score":0.05334783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082699235","doi":"10.1002/maco.202011855","title":"The design of copper‐coating overpack for the high‐level radioactive waste disposal concept in Japan","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Radioactive waste; Corrosion; Waste management; Carbon steel; Coating; Copper; Metallurgy; Spent nuclear fuel; Bentonite; Materials science; Environmental science; Engineering; Composite material; Geotechnical engineering","authors":[{"name":"Satoru Suzuki","is_ca":true},{"name":"Yusuke Ogawa","is_ca":true},{"name":"Jason D. Giallonardo","is_ca":true},{"name":"Peter Keech","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06744651677163989,"gpt":0.2824998611937035,"spread":0.2150533444220636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003771017,0.0004230094,0.0002546284,0.0004719988,0.0006990263,0.0007744328,0.0007526557,0.0004664582,0.0007248116],"category_scores_gemma":[0.0003484114,0.0002677563,0.0003224971,0.0004415029,0.000618431,0.0005285832,0.0005732764,0.0002060518,0.0002515599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007134991,"about_ca_system_score_gemma":0.001214523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007098492,"about_ca_topic_score_gemma":0.007501888,"domain_scores_codex":[0.9997322,0.00003979322,0.00001740604,0.0000579357,0.00008014974,0.00007240919],"domain_scores_gemma":[0.9996951,0.00001450446,0.00006174167,0.00004516268,0.0001287439,0.00005484211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006693496,0.0002889771,0.02139609,0.000657913,0.0000633599,0.003313273,0.002065288,0.04395631,0.8129595,0.01810366,0.002198851,0.09432736],"study_design_scores_gemma":[0.0001560897,0.003753162,0.06226686,0.0001708755,0.0004505359,0.003128222,0.004741609,0.2126802,0.6435305,0.002010636,0.066892,0.0002193223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179545,0.0003792176,0.07170698,0.0001015089,0.00006732468,0.0001414995,0.00004717929,0.0002277512,0.009374102],"genre_scores_gemma":[0.9739266,0.0001514862,0.02272556,0.00001389631,0.000005311753,0.00004297859,0.00003774697,0.00002719315,0.003069107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007098492,"threshold_uncertainty_score":0.01411438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793157932","doi":"10.1002/maco.201709925","title":"Effect of retrogression and re‐aging (RRA) heat treatment on the corrosion behavior of B206 aluminum–copper casting alloy","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Dielectric spectroscopy; Microstructure; Metallurgy; Alloy; Copper; Seawater; Artificial seawater; Electrochemistry; Aluminium; Immersion (mathematics); Composite material; Electrode; Chemistry","authors":[{"name":"Shabnam Pournazari","is_ca":true},{"name":"Kashif Mairaj Deen","is_ca":true},{"name":"Daan M. Maijer","is_ca":true},{"name":"Edouard Asselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01130555729881253,"gpt":0.2312762964892265,"spread":0.219970739190414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002359117,0.0004345216,0.0004503166,0.0001772793,0.0001489309,0.0002102041,0.0002258961,0.0002684204,0.0007493207],"category_scores_gemma":[0.0004277156,0.0002236252,0.0002979684,0.0001795427,0.0001963939,0.0002013109,0.0001155188,0.0003840007,0.0002032684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997128,"about_ca_system_score_gemma":0.0001843754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239845,"about_ca_topic_score_gemma":0.00267811,"domain_scores_codex":[0.999781,0.00003058904,0.00003310796,0.00004317842,0.00006176435,0.00005043925],"domain_scores_gemma":[0.9996735,0.00005009574,0.0001016917,0.00004875598,0.00009272301,0.00003332735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002580856,0.00003449026,0.000481889,0.00009641646,0.00001532389,0.00009260465,0.00005829639,0.0002094417,0.9958451,0.00001573319,0.00003328535,0.002859304],"study_design_scores_gemma":[0.000006892343,0.0008246444,0.007886358,0.000004603773,0.00002408894,0.00008744749,0.00004059669,0.0005038023,0.9899628,0.000005402778,0.0006418846,0.00001166117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985641,0.0006694349,0.000375022,0.00001516888,0.0000210802,0.00001265313,0.00006695658,0.0000271292,0.0002485664],"genre_scores_gemma":[0.9978676,0.0003332391,0.000986119,0.00001979658,0.000008275779,0.00001100786,0.00008456458,0.00001249633,0.0006767984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001239845,"threshold_uncertainty_score":0.002506733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378191897","doi":"10.1002/maco.202313768","title":"Investigating the effect of bentonite compaction density and environmental conditions on the corrosion of copper materials","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Nuclear Waste Management Organization","keywords":"Bentonite; Compaction; Copper; Corrosion; Materials science; Metallurgy; Geotechnical engineering; Composite material; Geology","authors":[{"name":"Claire S. Tully","is_ca":true},{"name":"W. Jeffrey Binns","is_ca":true},{"name":"Dmitrij Zagidulin","is_ca":true},{"name":"James J. Noël","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00886804281145463,"gpt":0.2029354300530217,"spread":0.1940673872415671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978431,0.0002839724,0.0002032823,0.0001267396,0.0001240055,0.0002565183,0.0001501063,0.0001768559,0.0006879658],"category_scores_gemma":[0.000434464,0.0001620548,0.0001509982,0.0001474311,0.0001688964,0.0001696663,0.0001579672,0.0002698746,0.00009476775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349259,"about_ca_system_score_gemma":0.0001179011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003594567,"about_ca_topic_score_gemma":0.006223749,"domain_scores_codex":[0.9998548,0.00003131275,0.00001269116,0.00003281204,0.00003520262,0.00003325712],"domain_scores_gemma":[0.999644,0.0001052047,0.00009987986,0.00002258356,0.00008597767,0.00004234567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003767103,0.00006709262,0.003344743,0.00005432622,0.00001478656,0.00004946138,0.00008331986,0.0002616208,0.9937518,0.00001157839,0.00001726038,0.001967216],"study_design_scores_gemma":[0.000007000827,0.001524644,0.05842294,0.000007850227,0.000030392,0.00006821207,0.0001564292,0.001101878,0.9382776,0.000008671603,0.0003865747,0.000007770818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995053,0.0001011692,0.0002089443,0.000004893434,0.000001795595,0.000005916912,0.00004387578,0.000004334751,0.0001238113],"genre_scores_gemma":[0.999211,0.00009562911,0.0003709147,0.000006630491,0.000001517323,0.000005138267,0.00005073024,0.000002721018,0.0002557996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003594567,"threshold_uncertainty_score":0.007147312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095322294","doi":"10.1002/maco.202011882","title":"Condensed phase corrosion of P91 and DSS 2205 steels at advanced oxygen‐fired pressurized fluidized bed combustion plants","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Metallurgy; Flue gas; Dissolution; Combustion; High-temperature corrosion; Oxide; Fluidized bed combustion; Porosity; Oxygen; Oxy-fuel; Chemical engineering; Waste management; Composite material; Chemistry","authors":[{"name":"Kaiyang Li","is_ca":true},{"name":"Yimin Zeng","is_ca":true},{"name":"Jing‐Li Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0243585650560105,"gpt":0.2666662526355719,"spread":0.2423076875795614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241719,0.0004030836,0.0003641959,0.0002485425,0.0002876766,0.0002759892,0.0003102592,0.0004663686,0.0006426545],"category_scores_gemma":[0.0002929452,0.0001645527,0.0003425257,0.0002194345,0.0002875575,0.0002234455,0.000167951,0.0003274407,0.0002049686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005731305,"about_ca_system_score_gemma":0.0001977033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005059583,"about_ca_topic_score_gemma":0.005535018,"domain_scores_codex":[0.9997062,0.00004126565,0.0000157252,0.00004258396,0.0001479849,0.00004614337],"domain_scores_gemma":[0.9998382,0.00002424838,0.00002667017,0.000009472448,0.00007872556,0.00002251734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002948619,0.0000232425,0.001446845,0.00004297977,0.00001650363,0.00009804973,0.00007425268,0.0008799416,0.9958982,0.0000415415,0.00004066597,0.001142826],"study_design_scores_gemma":[0.00001570558,0.0008406487,0.01697119,0.000004685268,0.00002078442,0.00006024084,0.0001282019,0.004074608,0.9774094,0.0000187987,0.0004466802,0.000009170738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993752,0.00007787461,0.0002760953,0.000008187675,0.00000315607,0.000003506846,0.00005863917,0.000007344776,0.0001901949],"genre_scores_gemma":[0.9990006,0.00005922094,0.0002774591,0.000005224637,0.000001490606,0.000002559832,0.0001010177,0.000004252317,0.0005481186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005059583,"threshold_uncertainty_score":0.01006025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071078721","doi":"10.1002/maco.200905536","title":"Corrosion resistance of Ni‐50Cr HVOF coatings on 310S alloy substrates in a metal dusting atmosphere","year":2010,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Metallurgy; Coating; Thermal spraying; Alloy; Substrate (aquarium); Corrosion; Microstructure; Porosity; Composite material","authors":[{"name":"J. Saaedi","is_ca":true},{"name":"H. Arabi","is_ca":false},{"name":"Thomas W. Coyle","is_ca":true},{"name":"S. Mirdamadi","is_ca":false},{"name":"Hamzeh Ghorbani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007460631727535178,"gpt":0.2106835509581184,"spread":0.2032229192305832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311467,0.0002681528,0.0003349913,0.0001996987,0.0002019834,0.0002393902,0.0002415679,0.0002676542,0.0009058766],"category_scores_gemma":[0.0003389594,0.0002264886,0.0002213693,0.000165712,0.0001759364,0.0001411717,0.0001376917,0.0001348736,0.0001718897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130402,"about_ca_system_score_gemma":0.0001279541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655459,"about_ca_topic_score_gemma":0.004758772,"domain_scores_codex":[0.9998317,0.00001362043,0.00001247118,0.00003072011,0.00007157347,0.00003982376],"domain_scores_gemma":[0.9998026,0.00002770453,0.00004204028,0.00002861418,0.0000758692,0.00002304325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001669625,0.000008919178,0.001170608,0.00002924291,0.000007982658,0.00006067841,0.00004871734,0.000143969,0.9973031,0.00001303805,0.00002009514,0.00102673],"study_design_scores_gemma":[0.000007673132,0.0003950763,0.02138576,0.000005032307,0.00001664446,0.000125254,0.00009231037,0.001027952,0.9764102,0.000007406048,0.0005199872,0.000006776575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999551,0.00009449397,0.0001252784,0.000004434369,0.000003355682,0.000002090421,0.00002744398,0.000008501587,0.0001833537],"genre_scores_gemma":[0.9989542,0.00006895678,0.0003745868,0.000003516539,0.000001296967,0.000001886975,0.00006340413,0.000004989452,0.000527137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655459,"threshold_uncertainty_score":0.007268369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388680305","doi":"10.1002/maco.202313930","title":"Nickel‐based alloy corrosion in CANDU steam generators: <i>E</i>–pH diagrams of the Ni–NH<sub>3</sub>–H<sub>2</sub>O and Ni–CH<sub>3</sub>COO<sup>−</sup>–H<sub>2</sub>O ternary systems","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Kinectrics (Canada); University of British Columbia","funders":"","keywords":"Nickel; Corrosion; Alloy; Materials science; Non-blocking I/O; Metallurgy; Ammonia; Deuterium; Ion; Nuclear chemistry; Chemistry; Catalysis","authors":[{"name":"Mohammad Amin Razmjoo Khollari","is_ca":true},{"name":"Hamid Zebardast","is_ca":true},{"name":"Edouard Asselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007545430343145159,"gpt":0.1779486947564848,"spread":0.1704032644133396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390139,0.0001774461,0.0002159922,0.0002526238,0.0001938443,0.0002496373,0.0004071733,0.0003012099,0.001484594],"category_scores_gemma":[0.0002912587,0.0001552795,0.0002131961,0.0002138647,0.0002532064,0.000185251,0.0001200011,0.000275302,0.0001283594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007458392,"about_ca_system_score_gemma":0.0003123468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019666,"about_ca_topic_score_gemma":0.00940567,"domain_scores_codex":[0.9999264,0.000006715745,0.000002352606,0.00001166973,0.00003728044,0.00001551643],"domain_scores_gemma":[0.9999199,0.00002797729,0.000009654309,0.000004235168,0.00003026408,0.00000792661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001132164,0.0001204073,0.02277993,0.0003376699,0.00007133136,0.0005810154,0.0003571033,0.1480912,0.81028,0.002463436,0.00121593,0.01256981],"study_design_scores_gemma":[0.00003837638,0.0004109811,0.02930397,0.00001094606,0.000023037,0.0001226155,0.0002069015,0.4917467,0.4756931,0.0005241769,0.00189069,0.00002853294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968064,0.000114647,0.001171845,0.00003399603,0.000003533657,0.000008163374,0.0001517008,0.00007330262,0.001636511],"genre_scores_gemma":[0.9989715,0.00004579302,0.0004401758,0.000004943104,6.605674e-7,0.000004431156,0.0001023355,0.000006809687,0.0004233888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019666,"threshold_uncertainty_score":0.02027464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362721591","doi":"10.1002/maco.202313770","title":"Radiation‐induced corrosion model for copper‐coated used fuel containers. Part 1. Validation of the bulk radiolysis submodel","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nuclear Waste Management Organization","funders":"Nuclear Waste Management Organization","keywords":"Radiolysis; Corrosion; Copper; Dissolution; Spent nuclear fuel; Nuclear engineering; Materials science; Irradiation; Chemistry; Metallurgy; Nuclear physics; Physics; Engineering; Physical chemistry","authors":[{"name":"Mehran Behazin","is_ca":true},{"name":"Scott Briggs","is_ca":true},{"name":"Fraser King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04236443824150758,"gpt":0.2694710931781146,"spread":0.227106654936607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717266,0.000694235,0.0005391619,0.0003085518,0.0002507381,0.0005189671,0.001362279,0.0008758131,0.002469748],"category_scores_gemma":[0.0004527973,0.0003330215,0.0008743577,0.0002182916,0.0002425328,0.0003810775,0.0003206142,0.0006532242,0.0008687567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276121,"about_ca_system_score_gemma":0.0008121975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007585554,"about_ca_topic_score_gemma":0.004649649,"domain_scores_codex":[0.9998535,0.00002047484,0.00000700856,0.00003426811,0.00006838165,0.00001628406],"domain_scores_gemma":[0.999803,0.00005782658,0.00002715081,0.00002215059,0.00008115783,0.000008653062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007796547,0.0000506008,0.0005895403,0.0002123264,0.00003086876,0.0001673323,0.00006425508,0.9208999,0.06377757,0.004208321,0.0008663858,0.009054932],"study_design_scores_gemma":[0.000007525991,0.00005464844,0.000189334,0.000005821117,0.000008037626,0.0000321755,0.000009092756,0.9864002,0.01181827,0.000302694,0.001165796,0.000006276452],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2603475,0.001294328,0.7046935,0.0003827843,0.0001470364,0.0003854221,0.002131252,0.002332191,0.02828597],"genre_scores_gemma":[0.9226146,0.0008188931,0.04806171,0.00007452523,0.00001959185,0.0006041664,0.0009102526,0.0002065003,0.02668976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007585554,"threshold_uncertainty_score":0.01508278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388680724","doi":"10.1002/maco.202314054","title":"Temperature effects on the passivity breakdown of copper in chloride‐containing borate buffer solution","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"University of British Columbia; China Scholarship Council","keywords":"Passivity; Copper; Chloride; Oxide; Copper oxide; Chemistry; Inorganic chemistry; Corrosion; Electrochemistry; Buffer solution; Boron; Materials science; Analytical Chemistry (journal); Metallurgy; Electrode; Physical chemistry; Chromatography","authors":[{"name":"Yuting Zhou","is_ca":true},{"name":"Feixiong Mao","is_ca":false},{"name":"Jingkun Yu","is_ca":false},{"name":"Edouard Assellin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01409771700174523,"gpt":0.238999899786863,"spread":0.2249021827851177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003669243,0.0004150462,0.0003689004,0.0002764461,0.0001344405,0.0004193702,0.0002682467,0.0003278039,0.001092287],"category_scores_gemma":[0.0009993064,0.0002919941,0.0001952894,0.0002299215,0.0001881134,0.0003082334,0.0001377517,0.0004487729,0.00034233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444359,"about_ca_system_score_gemma":0.0001176264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008564954,"about_ca_topic_score_gemma":0.0005490614,"domain_scores_codex":[0.9997444,0.00004570619,0.00002695508,0.00005146811,0.00007519295,0.00005628674],"domain_scores_gemma":[0.9992701,0.0002019305,0.0001574221,0.0000403995,0.0002749499,0.00005516877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001614736,0.000007576989,0.0002049092,0.00004388432,0.000008920896,0.00004467161,0.00005318456,0.00005796725,0.998584,0.00001808917,0.00002189445,0.000793419],"study_design_scores_gemma":[0.000006298806,0.0002189163,0.001734409,0.000006128164,0.00001154456,0.00006472129,0.00003242584,0.000407416,0.9971,0.00001534589,0.0003979658,0.000004927787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994774,0.001394695,0.002319233,0.00005503716,0.00003316414,0.00002204321,0.0001550964,0.00006848681,0.001178173],"genre_scores_gemma":[0.9967319,0.0005946395,0.001345644,0.00003866785,0.000007184199,0.00001810445,0.0001321894,0.00003199383,0.001099673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001092287,"threshold_uncertainty_score":0.003654063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}