{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":350,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":350,"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":"d65d9076d747","filters":{"venue":"˜The œminerals, metals & materials series"}},"results":[{"id":"W4254785018","doi":"10.1007/978-3-319-68454-3","title":"Proceedings of the 18th International Conference on Environmental Degradation of Materials in Nuclear Power Systems – Water Reactors","year":2017,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Nuclear power; Degradation (telecommunications); Power (physics); Environmental degradation; Environmental science; Engineering; Nuclear engineering; Electrical engineering; Nuclear physics; Physics; Ecology; Biology","authors":[{"name":"John H. Jackson","is_ca":false},{"name":"Denise Paraventi","is_ca":false},{"name":"Michael Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01967039768022936,"gpt":0.224131608562784,"spread":0.2044612108825546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008997995,0.001075972,0.0008300106,0.001137287,0.0008123949,0.002953082,0.001215913,0.001133531,0.06743332],"category_scores_gemma":[0.0006909898,0.0002842013,0.0005797855,0.001244952,0.0005733602,0.001858343,0.001458835,0.001609016,0.02835026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180495,"about_ca_system_score_gemma":0.001957182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531206,"about_ca_topic_score_gemma":0.008676281,"domain_scores_codex":[0.9993688,0.0000814192,0.00002120308,0.00007800732,0.0003703652,0.00008009319],"domain_scores_gemma":[0.9994618,0.00007870298,0.00002915381,0.00004088274,0.0002538911,0.0001355022],"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":[0.000141076,0.0001925653,0.0002697285,0.0004363678,0.00002686025,0.0001411176,0.0001561861,0.001106958,0.004791423,0.00745581,0.7360086,0.2492733],"study_design_scores_gemma":[0.000005051102,0.00004091968,0.0004526298,0.0001321284,0.000009407139,0.0001232639,0.00006235503,0.0003117273,0.001652515,0.00193241,0.9952684,0.000009155518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007644861,0.1400263,0.01796169,0.01005033,0.1119552,0.000240959,0.0008280764,0.0007258109,0.7105667],"genre_scores_gemma":[0.01140858,0.04315906,0.004504113,0.0008895701,0.008630455,0.00006601273,0.0009829033,0.0003238085,0.9300354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06743332,"threshold_uncertainty_score":0.225587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586710002","doi":"10.1007/978-3-319-52132-9","title":"Proceedings of the 3rd Pan American Materials Congress","year":2017,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Material Selection and Properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; History","authors":[{"name":"Wen Yang","is_ca":false},{"name":"Andre Costa e Silva","is_ca":false},{"name":"Julie M. Schoenung","is_ca":false},{"name":"Adriana da Cunha Rocha","is_ca":false},{"name":"Mery Cecilia Gómez Marroquín","is_ca":false},{"name":"R.V. Mangalaraja","is_ca":false},{"name":"Terence G. Langdon","is_ca":false},{"name":"Megumi Kawasaki","is_ca":false},{"name":"Omar Garcia-Rincon","is_ca":false},{"name":"Roberto B. Figueiredo","is_ca":false},{"name":"Carlos Nelson Elias","is_ca":false},{"name":"E. Dalgaard","is_ca":false},{"name":"Henry A. Colorado","is_ca":false},{"name":"Héctor Alfredo Calderón Benavides","is_ca":true},{"name":"Marc A. Meyers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02154132173444069,"gpt":0.2428661752123596,"spread":0.2213248534779189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007924292,0.001163197,0.0008450497,0.001691346,0.001533349,0.004201773,0.001033712,0.001490826,0.2070585],"category_scores_gemma":[0.0006649059,0.0003618163,0.0005913596,0.001394222,0.0005441536,0.002264016,0.002249191,0.001991403,0.1261421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419885,"about_ca_system_score_gemma":0.00257873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450402,"about_ca_topic_score_gemma":0.009196796,"domain_scores_codex":[0.9994876,0.00004140641,0.00001525993,0.00005064465,0.0003447649,0.0000601785],"domain_scores_gemma":[0.9997391,0.00002472834,0.00001555731,0.00002702926,0.0001277884,0.00006580797],"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":[0.00003509271,0.00005174549,0.00009374975,0.0001031124,0.00000520226,0.0000334028,0.00002250736,0.0001027043,0.0004958276,0.005430417,0.9238085,0.06981784],"study_design_scores_gemma":[0.000002164563,0.000007744999,0.0001979681,0.0000396863,0.000002091488,0.00002063908,0.00002052697,0.00006689395,0.000167521,0.0009112876,0.998561,0.000002567941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001818104,0.02788422,0.002193567,0.008262133,0.03330703,0.0001311452,0.001165651,0.000452266,0.9247858],"genre_scores_gemma":[0.001844821,0.007102819,0.0004136736,0.0006333406,0.001725425,0.0000498132,0.0006213383,0.0001185278,0.9874902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2070585,"threshold_uncertainty_score":0.6926796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242785788","doi":"10.1007/978-3-030-37070-1","title":"PbZn 2020: 9th International Symposium on Lead and Zinc Processing","year":2020,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lead (geology); Zinc; Engineering; Computer science; Materials science; Metallurgy; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01591502011265211,"gpt":0.2396921438465987,"spread":0.2237771237339466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006886527,0.001496003,0.0008456188,0.001405529,0.0007127645,0.002806117,0.001052764,0.00119816,0.06207412],"category_scores_gemma":[0.0003325006,0.000431003,0.0006267805,0.001241359,0.0003613125,0.001988912,0.001260342,0.001523698,0.04396424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328159,"about_ca_system_score_gemma":0.002469725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038835,"about_ca_topic_score_gemma":0.01112947,"domain_scores_codex":[0.9996598,0.00002497498,0.00001019238,0.00004199088,0.0002126022,0.00005047023],"domain_scores_gemma":[0.999751,0.00002249338,0.000008397957,0.00001303624,0.0001306268,0.00007445832],"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":[0.0001733776,0.00009560479,0.0001304958,0.0003559613,0.00001281714,0.00006931842,0.00003718371,0.0006021877,0.006637275,0.006668262,0.8016822,0.1835355],"study_design_scores_gemma":[0.000005088184,0.00004971675,0.0002240992,0.00005854289,0.000007197146,0.00007344625,0.00001794965,0.0003603472,0.002602005,0.001282011,0.9953128,0.000006689012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005738854,0.07506082,0.01636973,0.00695528,0.050757,0.0003058684,0.003322322,0.001904125,0.8395858],"genre_scores_gemma":[0.004364876,0.0166116,0.003041845,0.0005518896,0.00148024,0.00004337066,0.001686201,0.0002759883,0.9719439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06207412,"threshold_uncertainty_score":0.2076586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891954452","doi":"10.1007/978-3-319-95022-8_211","title":"Natural Graphite Purification Through Chlorination in Fluidized Bed Reactor","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Graphite; Fluidized bed; Materials science; Waste management; Carbon fibers; Chlorine; Process engineering; Chemical engineering; Metallurgy; Engineering; Composite material","authors":[{"name":"K. Adham","is_ca":true},{"name":"G. Bowes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02364759762079623,"gpt":0.2463933496099522,"spread":0.222745751989156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005175274,0.0001893529,0.000171332,0.0002853549,0.0002051107,0.000330244,0.0002685228,0.0002072354,0.00109661],"category_scores_gemma":[0.00004981657,0.0001143808,0.0002172213,0.0002812234,0.0002042224,0.0003205017,0.0001761832,0.0002925096,0.0004015855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715305,"about_ca_system_score_gemma":0.0002335403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005430406,"about_ca_topic_score_gemma":0.001102529,"domain_scores_codex":[0.9999425,0.000004557706,0.000002003908,0.00001031056,0.00003307456,0.00000757773],"domain_scores_gemma":[0.9999859,0.000003685412,0.000001556215,0.000002527775,0.000004718531,0.000001501759],"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":[0.0002766561,0.00009920422,0.0006703259,0.001068043,0.00002029619,0.0005002556,0.0001811685,0.002294695,0.7826639,0.009621665,0.004347162,0.1982565],"study_design_scores_gemma":[0.00001002441,0.0001960577,0.001622434,0.00004401979,0.00001482302,0.0006461538,0.00005086759,0.00306317,0.9323953,0.001863771,0.06007567,0.0000178189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398064,0.0495473,0.07687993,0.0007668452,0.0006332988,0.0001557531,0.0005170027,0.001222464,0.130471],"genre_scores_gemma":[0.8952647,0.01352988,0.01504241,0.0001307138,0.00006105168,0.00003110875,0.0004009543,0.00008008425,0.07545906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109661,"threshold_uncertainty_score":0.003668487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892146531","doi":"10.1007/978-3-319-95022-8_159","title":"A Review on Application of Crown Ethers in Separation of Rare Earths and Precious Metals","year":2018,"lang":"en","type":"review","venue":"˜The œminerals, metals & materials series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Process Research Ortech (Canada)","funders":"","keywords":"Crown (dentistry); Rare earth; Materials science; Metallurgy; Composite material","authors":[{"name":"V. I. Lakshmanan","is_ca":true},{"name":"S. Vijayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455744539660346,"gpt":0.3249420508137667,"spread":0.2903846054171633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730527,0.000813505,0.001016749,0.00226243,0.0002633731,0.0007430752,0.0006661573,0.0006139568,0.003545316],"category_scores_gemma":[0.0004793729,0.0003319758,0.0005190721,0.002597107,0.0002386436,0.001124038,0.0005023595,0.0008350608,0.001427682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884854,"about_ca_system_score_gemma":0.0009143701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008534136,"about_ca_topic_score_gemma":0.001941208,"domain_scores_codex":[0.9998426,0.00001635757,0.00002528842,0.00003279378,0.00006718401,0.00001569044],"domain_scores_gemma":[0.9998106,0.00009313714,0.00003495812,0.000006478151,0.00004274617,0.00001209163],"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":[0.00008447121,0.0001241288,0.0002321835,0.04805769,0.0001554548,0.0003628223,0.00010424,0.0006744112,0.01928672,0.005304362,0.01897878,0.9066347],"study_design_scores_gemma":[0.000009665482,0.0001369379,0.0006181032,0.002117604,0.0001397747,0.0007773581,0.00005857072,0.0001012682,0.004502323,0.0009616953,0.9905519,0.00002478413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005530839,0.9967463,0.0003818303,0.0001042989,0.0002372883,0.00001007951,0.00005003047,0.000009346108,0.001907808],"genre_scores_gemma":[0.001334504,0.9969296,0.0004342233,0.00009773124,0.00008527897,0.000006722849,0.00004841929,0.000001926801,0.001061574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003545316,"threshold_uncertainty_score":0.01186025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587372346","doi":"10.1007/978-3-319-51541-0_72","title":"Alternative Applications of SPL: Testing Ideas Through Experiments and Mathematical Modeling","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Natural Resources Canada","funders":"","keywords":"Ferrous metallurgy; Engineering; Waste management; Aluminium; Process engineering; Manufacturing engineering; Metallurgy; Mechanical engineering; Materials science","authors":[{"name":"Dawei Yu","is_ca":true},{"name":"Sivakumar Vishnuvardhan Mambakkam","is_ca":true},{"name":"Donghui Li","is_ca":true},{"name":"Kinnor Chattopadhyay","is_ca":true},{"name":"Lei Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04794033180307194,"gpt":0.2712178909449188,"spread":0.2232775591418469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145101,0.0009646693,0.0007611808,0.000782398,0.0005982341,0.002456903,0.002592081,0.002537552,0.007845512],"category_scores_gemma":[0.01015666,0.000505704,0.001012207,0.0007709882,0.003708047,0.008652211,0.001940699,0.001930098,0.001164451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108936,"about_ca_system_score_gemma":0.0008187254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008769117,"about_ca_topic_score_gemma":0.0005163097,"domain_scores_codex":[0.9985986,0.0004997075,0.000072934,0.0003088142,0.0004308471,0.00008900737],"domain_scores_gemma":[0.9947295,0.003341587,0.0002561462,0.001110623,0.0004773403,0.00008492351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007921362,0.0008240402,0.002735834,0.0009358477,0.00007129233,0.0004135627,0.001037452,0.08301287,0.04594441,0.7471843,0.004124248,0.112924],"study_design_scores_gemma":[0.00009971701,0.0004532555,0.0005111038,0.00007328429,0.00003397739,0.0002002854,0.0003969847,0.4919043,0.03774071,0.4610359,0.007503224,0.00004722294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2198037,0.001344772,0.7068102,0.003647793,0.0003030231,0.0001625222,0.0004168607,0.0008401549,0.0666709],"genre_scores_gemma":[0.8751416,0.0008990192,0.1177581,0.0005301265,0.00006509431,0.0001795023,0.0001926704,0.0001673002,0.005066563],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007845512,"threshold_uncertainty_score":0.02624589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588561848","doi":"10.1007/978-3-319-52392-7_70","title":"Microstructure and Texture Evolution During Hot Deformation of Cast-Homogenized ZK60 Magnesium Alloy","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"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; Volume fraction; Microstructure; Strain rate; Isothermal process; Magnesium alloy; Metallurgy; Texture (cosmology); Homogenization (climate); Deformation (meteorology); Alloy; Differential scanning calorimetry; Dynamic recrystallization; Composite material; Hot working; Thermodynamics","authors":[{"name":"Amir Hadadzadeh","is_ca":true},{"name":"S.K. Shaha","is_ca":true},{"name":"Mary A. Wells","is_ca":true},{"name":"Hamid Jahed","is_ca":true},{"name":"Bruce W. Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0123506549532794,"gpt":0.2104807599630598,"spread":0.1981301050097804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006179139,0.00009897702,0.0002392384,0.0002629704,0.0002771882,0.0003833232,0.000274103,0.0002760821,0.002819152],"category_scores_gemma":[0.0001779062,0.0001926828,0.0001908217,0.000324793,0.0004009066,0.0001891948,0.0001397103,0.0001974206,0.0003451094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342206,"about_ca_system_score_gemma":0.0001792878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007024051,"about_ca_topic_score_gemma":0.01002715,"domain_scores_codex":[0.9999112,0.00000339389,0.000003469533,0.00001898054,0.00004312359,0.00001982251],"domain_scores_gemma":[0.9999359,0.00001111934,0.00001654947,0.000008581969,0.00001819317,0.000009575605],"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":[0.0007341031,0.00004409136,0.005801731,0.00009075745,0.00001874446,0.0004210555,0.0002727533,0.002648221,0.9828236,0.0004352166,0.0004001196,0.006309523],"study_design_scores_gemma":[0.00003533109,0.0005919336,0.4354221,0.00002889555,0.00005459175,0.0006094051,0.0007219925,0.02089766,0.5364227,0.0003410623,0.004822045,0.00005232163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967844,0.000273261,0.000248658,0.00001848975,0.00001053625,0.000004557397,0.0003486381,0.00002897418,0.002282354],"genre_scores_gemma":[0.9976386,0.00005770992,0.0001517369,0.00001057192,0.000002901288,0.000002219007,0.0003144001,0.00001852092,0.001803421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007024051,"threshold_uncertainty_score":0.01396632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892156335","doi":"10.1007/978-3-319-95022-8_115","title":"Development of an Encapsulation Process to Extend the Stability of Scorodite Under Wider pH and Redox Potential Range Conditions","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Arsenic; Redox; Chemistry; Hydrolysis; Amorphous solid; Chemical engineering; Anoxic waters; Aluminium; Inorganic chemistry; Materials science; Environmental chemistry; Organic chemistry","authors":[{"name":"Fuqiang Guo","is_ca":true},{"name":"George P. Demopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992340208569286,"gpt":0.2487243369146846,"spread":0.2288009348289918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001635768,0.0003362508,0.0002075806,0.0001584006,0.0002028347,0.0004201945,0.0003157408,0.0003837592,0.0009967596],"category_scores_gemma":[0.0001505252,0.0002097751,0.0003979205,0.0001769357,0.0001491775,0.0006268325,0.0003812823,0.0006976604,0.0005679016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294603,"about_ca_system_score_gemma":0.0003367327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004719521,"about_ca_topic_score_gemma":0.001248521,"domain_scores_codex":[0.9999294,0.000003405183,0.000006381382,0.00001988072,0.00002840432,0.00001249451],"domain_scores_gemma":[0.9999468,0.0000100582,0.00001314354,0.000008385435,0.00001621433,0.000005438303],"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":[0.00001237116,0.00001868829,0.00006446079,0.00009116786,0.00000476209,0.00004777772,0.00003500236,0.0001414452,0.9895774,0.0006467366,0.0001742172,0.00918596],"study_design_scores_gemma":[0.000002909384,0.00004710799,0.0002136479,0.000006110699,0.000007840295,0.0001174638,0.000008796571,0.0008071276,0.9898807,0.00005971539,0.008842507,0.000006072178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7545698,0.008871717,0.1997763,0.0008720641,0.0006796424,0.0003388078,0.0008784005,0.001209126,0.03280415],"genre_scores_gemma":[0.8082814,0.007275441,0.1407648,0.0003980659,0.00006663689,0.0002360006,0.001051391,0.0003900655,0.04153621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009967596,"threshold_uncertainty_score":0.003334522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892239821","doi":"10.1007/978-3-319-95022-8_214","title":"Recycling of Li-Ion and Li-Solid State Batteries: The Role of Hydrometallurgy","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; McGill University","funders":"","keywords":"Commercialization; Hydrometallurgy; Solid-state; Automotive industry; Materials science; Electronics; Nanotechnology; Process engineering; Engineering; Metallurgy; Environmental science; Engineering physics; Electrical engineering; Business; Aerospace engineering","authors":[{"name":"François Larouche","is_ca":true},{"name":"George P. Demopoulos","is_ca":true},{"name":"Kamyab Amouzegar","is_ca":true},{"name":"Patrick Bouchard","is_ca":true},{"name":"Karim Zaghib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01316425021274287,"gpt":0.2273629836150749,"spread":0.2141987334023321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001685534,0.0005748303,0.0006622861,0.0006476528,0.0003777771,0.001960053,0.0009580873,0.0009094476,0.009332302],"category_scores_gemma":[0.0001907168,0.0003006106,0.0004440674,0.0009333361,0.0005852406,0.003530071,0.0008443503,0.001090942,0.005150109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007834608,"about_ca_system_score_gemma":0.0006066016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003992852,"about_ca_topic_score_gemma":0.0007598049,"domain_scores_codex":[0.9998999,0.000008302786,0.000004829638,0.00002292208,0.00005186679,0.0000121318],"domain_scores_gemma":[0.999963,0.00001356052,0.000002799727,0.000006343442,0.00001159972,0.000002769395],"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":[0.00009886246,0.0001466776,0.000104563,0.002502268,0.00003362381,0.0002475738,0.0002941324,0.001988224,0.04745364,0.3741989,0.06200814,0.5109234],"study_design_scores_gemma":[0.000006628189,0.00005036326,0.0001024889,0.0003155096,0.00001447187,0.0004728901,0.00008257868,0.001375528,0.02692985,0.0636581,0.9069721,0.00001951709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01600642,0.5828184,0.03582089,0.003735672,0.004109407,0.00007601305,0.0003601276,0.0007264219,0.3563466],"genre_scores_gemma":[0.08230827,0.3560764,0.01941532,0.001722101,0.001201777,0.00009029533,0.0005061302,0.0004813549,0.5381985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009332302,"threshold_uncertainty_score":0.03121966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586878805","doi":"10.1007/978-3-319-51541-0_59","title":"Spreading of Alumina and Raft Formation on the Surface of Cryolitic Bath","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Raft; Surface (topology); Materials science; Composite material; Geometry; Mathematics; Copolymer","authors":[{"name":"Csilla Kaszás","is_ca":true},{"name":"László I. Kiss","is_ca":true},{"name":"Sándor Poncsák","is_ca":true},{"name":"Sébastien Guérard","is_ca":true},{"name":"Jean‐François Bilodeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02197470320484015,"gpt":0.2120113441745652,"spread":0.190036640969725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008396441,0.0001993114,0.0001663456,0.0001999458,0.0002369168,0.0002326145,0.0003559386,0.0002366086,0.001691848],"category_scores_gemma":[0.0001428825,0.0001615544,0.0003680026,0.0001229544,0.0001720793,0.0002784177,0.0002394838,0.0006152203,0.0005646484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966726,"about_ca_system_score_gemma":0.0001143191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005535432,"about_ca_topic_score_gemma":0.001349573,"domain_scores_codex":[0.9999052,0.000004744378,0.000003558496,0.00001952557,0.0000406902,0.00002624467],"domain_scores_gemma":[0.9999534,0.00001587824,0.000006695654,0.000009376627,0.000009344481,0.000005367901],"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":[0.0000550287,0.00001277302,0.0001338806,0.00009318435,0.000006017015,0.0001421774,0.00009111692,0.00036279,0.9942239,0.0004461482,0.0001663908,0.004266653],"study_design_scores_gemma":[0.000003513818,0.0001016142,0.001489932,0.000006816725,0.000006230195,0.0001640088,0.00005218399,0.00152997,0.9947061,0.0001836039,0.001749086,0.00000685923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748175,0.002417502,0.003168421,0.0001297519,0.00008312862,0.00002920001,0.0001792914,0.00009882911,0.01907637],"genre_scores_gemma":[0.9848511,0.001122909,0.00173121,0.00004330462,0.00001849585,0.00001295241,0.0001465988,0.00003327118,0.01204006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001691848,"threshold_uncertainty_score":0.005659819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999495983","doi":"10.1007/978-3-030-36556-1_17","title":"Empirical Study of Laser Cleaning of Rust, Paint, and Mill Scale from Steel Surface","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laserax (Canada)","funders":"","keywords":"Laser; Materials science; Substrate (aquarium); Process engineering; Stripping (fiber); Optics; Engineering; Composite material; Geology","authors":[{"name":"Jean-Michaël Deschênes","is_ca":true},{"name":"Alexander Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02470162699570067,"gpt":0.2375860359679751,"spread":0.2128844089722744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377845,0.0001966932,0.0001918505,0.0006407129,0.0005913537,0.0006212993,0.000903328,0.0006503543,0.002616072],"category_scores_gemma":[0.008729298,0.0002358145,0.0003574118,0.0007346621,0.0005454529,0.000784457,0.0004203309,0.000717686,0.0005720248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000757738,"about_ca_system_score_gemma":0.0006517985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312834,"about_ca_topic_score_gemma":0.02281296,"domain_scores_codex":[0.9990578,0.000307483,0.00005990183,0.0001145276,0.0003786634,0.00008165969],"domain_scores_gemma":[0.9805269,0.01340737,0.002748654,0.0007830689,0.002194316,0.0003397131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001187444,0.002931785,0.9442283,0.0002577196,0.0001992361,0.0008427817,0.004210327,0.002773448,0.01105745,0.001237014,0.001570942,0.0295036],"study_design_scores_gemma":[0.00002053567,0.001262273,0.982174,0.00002870193,0.00006214131,0.0002477161,0.004754497,0.00376442,0.005785858,0.0002592624,0.00162348,0.00001716599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988728,0.00008340785,0.0001269392,0.00002254852,0.000001150414,0.00001283407,0.00008524358,0.00000273875,0.0007922325],"genre_scores_gemma":[0.9977252,0.0001100684,0.0002725947,0.00001437831,0.000002693413,0.00001381059,0.0002763385,0.000002804657,0.001582116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312834,"threshold_uncertainty_score":0.02610385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1586869382","doi":"10.1007/978-3-319-65136-1_176","title":"Review of Different Techniques to Study the Interactions Between Coke and Pitch in Anode Manufacturing","year":2016,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Anode; Coke; Raw material; Materials science; Electrolysis; Process engineering; Electrolytic process; Petroleum coke; Metallurgy; Electrolyte; Chemistry; Engineering; Electrode","authors":[{"name":"Duygu Kocaefe","is_ca":true},{"name":"Arunima Sarkar","is_ca":true},{"name":"Shipan Das","is_ca":true},{"name":"Salah Amrani","is_ca":true},{"name":"Dipankar Bhattacharyay","is_ca":true},{"name":"D.K. Sarkar","is_ca":true},{"name":"Yaşar Kocaefe","is_ca":true},{"name":"Brigitte Morais","is_ca":true},{"name":"Marc Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02709896365975201,"gpt":0.2748657020502517,"spread":0.2477667383904997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002797556,0.0007491226,0.000844255,0.001496525,0.0004083669,0.001091918,0.00118246,0.0007511822,0.005929051],"category_scores_gemma":[0.0002682551,0.0004497536,0.0006648429,0.002873449,0.000374679,0.001656288,0.0004969903,0.001165234,0.003554086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000720928,"about_ca_system_score_gemma":0.0005662423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000751048,"about_ca_topic_score_gemma":0.002341041,"domain_scores_codex":[0.9998085,0.00001695693,0.00001291749,0.00004225887,0.0001043539,0.00001500025],"domain_scores_gemma":[0.9998668,0.00005736179,0.00001305604,0.000009364931,0.00004442097,0.000008788029],"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":[0.0001437362,0.0003264983,0.0001367725,0.0195604,0.0001535143,0.0003080644,0.0002394239,0.001874693,0.1229603,0.02569979,0.04538326,0.7832136],"study_design_scores_gemma":[0.00001174431,0.0001237959,0.0006698495,0.0008891647,0.00007238905,0.0004716247,0.0000610612,0.0003718709,0.02298058,0.005190076,0.9691237,0.00003413236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001586948,0.9776192,0.004489007,0.0003031194,0.0008431691,0.00002311144,0.00007462512,0.00004888223,0.01501207],"genre_scores_gemma":[0.005540168,0.954842,0.007228971,0.0005428959,0.0004845611,0.00005248724,0.0001651865,0.00004108909,0.03110258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005929051,"threshold_uncertainty_score":0.01983464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004280379","doi":"10.1007/978-3-030-36408-3_161","title":"Development of a Soft Sensor for Detecting Overpitched Green Anodes","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alcoa (Canada); Université Laval","funders":"","keywords":"Anode; Principal component analysis; Electrical resistivity and conductivity; Materials science; Soft sensor; Aggregate (composite); Metallurgy; Analytical Chemistry (journal); Electrode; Forensic engineering; Composite material; Electrical engineering; Mathematics; Statistics; Engineering; Computer science; Physics; Chemistry","authors":[{"name":"Adéline Paris","is_ca":true},{"name":"Carl Duchesne","is_ca":true},{"name":"Éric Poulin","is_ca":true},{"name":"Julien Lauzon‐Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204877314532714,"gpt":0.2169849879992536,"spread":0.1949362148539265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002642353,0.0004647588,0.0004476987,0.0004096473,0.0002452039,0.000770462,0.001278863,0.001132787,0.002111775],"category_scores_gemma":[0.0002737141,0.0004181564,0.0003135079,0.0003052398,0.0003292242,0.0009664333,0.0005676388,0.000760969,0.001538315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004547657,"about_ca_system_score_gemma":0.0004834609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004306006,"about_ca_topic_score_gemma":0.00118753,"domain_scores_codex":[0.9996836,0.0000121512,0.000008618364,0.0000531402,0.0002181603,0.00002433718],"domain_scores_gemma":[0.9998067,0.00004009814,0.00001976973,0.00001728281,0.00009220105,0.00002390728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007850432,0.00006630907,0.0004133722,0.0002170967,0.00002036541,0.0001487297,0.00009630134,0.000751944,0.9021329,0.002513227,0.003561057,0.09000032],"study_design_scores_gemma":[0.00001011283,0.0002987552,0.0007106803,0.00002064332,0.00002316387,0.0004078071,0.00003899508,0.01524885,0.9467356,0.0005339995,0.03594617,0.00002508028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2796889,0.01402408,0.6443818,0.002287362,0.002469241,0.0006909815,0.00114659,0.00583858,0.04947248],"genre_scores_gemma":[0.4561058,0.005044515,0.4362308,0.00135494,0.0002364126,0.0002760032,0.0009788957,0.0003678735,0.09940484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002111775,"threshold_uncertainty_score":0.007064521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911638005","doi":"10.1007/978-3-030-05864-7_74","title":"A Transient Model of the Anodic Current Distribution in an Aluminum Electrolysis Cell","year":2019,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Anode; Cathode; Current (fluid); Electrolysis; Aluminium; Materials science; Transient (computer programming); Electrolyte; Work (physics); Mechanics; Electrolytic cell; Metallurgy; Composite material; Nuclear engineering; Electrode; Electrical engineering; Mechanical engineering; Engineering; Chemistry; Physics; Computer science","authors":[{"name":"Sébastien Guérard","is_ca":true},{"name":"Patrice Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417028781954938,"gpt":0.2159091240041867,"spread":0.2017388361846373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196853,0.0004989316,0.0007507509,0.000402632,0.0006621671,0.001355371,0.002241852,0.002205278,0.01003294],"category_scores_gemma":[0.0006416261,0.000353204,0.0006927761,0.0005485658,0.0008256961,0.001515664,0.0004747361,0.001015887,0.00170642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338656,"about_ca_system_score_gemma":0.0007232443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009694321,"about_ca_topic_score_gemma":0.004505486,"domain_scores_codex":[0.9998723,0.00002684575,0.000006174664,0.00003051067,0.00003977197,0.00002424578],"domain_scores_gemma":[0.9998344,0.0000837382,0.00001148447,0.00001415247,0.00004404192,0.00001217637],"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":[0.0002422347,0.00009443243,0.0004374911,0.0001909127,0.00003617444,0.0004480344,0.0002342786,0.8747779,0.01823227,0.08940842,0.004305376,0.01159248],"study_design_scores_gemma":[0.000009089488,0.00001552879,0.0000833919,0.000007030346,0.000005235178,0.0000327053,0.00001984475,0.9919577,0.0008125409,0.006007253,0.001043165,0.000006593461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1042119,0.00263315,0.6768923,0.002128178,0.0005174797,0.0002730463,0.001913646,0.002483208,0.208947],"genre_scores_gemma":[0.9319997,0.0007590023,0.009110499,0.0002604487,0.00007687329,0.0001558307,0.0004400179,0.0002174387,0.0569802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01003294,"threshold_uncertainty_score":0.03356355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607597836","doi":"10.1007/978-3-319-65136-1_107","title":"Energy Savings in Aluminum Electrolysis Cells: Effect of the Cathode Design","year":2003,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cathode; Current (fluid); Electrolysis; Aluminium; Materials science; Finite element method; Energy (signal processing); Optimal design; Nuclear engineering; Cell voltage; Mechanics; Mechanical engineering; Computer science; Electrical engineering; Engineering; Structural engineering; Composite material; Chemistry; Physics; Anode; Electrode","authors":[{"name":"Mathieu Blais","is_ca":true},{"name":"Martin Désilets","is_ca":true},{"name":"Marcel Lacroix","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008044315659889584,"gpt":0.1776427027454211,"spread":0.1695983870855315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120624,0.0004248974,0.0004663326,0.0002126421,0.0003117881,0.000787395,0.000648048,0.0003849448,0.008454308],"category_scores_gemma":[0.0002595591,0.0001797716,0.0003283744,0.0005397024,0.0001051025,0.0008808543,0.0002311035,0.0002908949,0.001237154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331422,"about_ca_system_score_gemma":0.0002333687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229675,"about_ca_topic_score_gemma":0.003762631,"domain_scores_codex":[0.9999222,0.00000882367,0.000002683922,0.00001306815,0.00004068057,0.00001261128],"domain_scores_gemma":[0.9999347,0.00002760296,0.000005356208,0.000005033002,0.0000244111,0.000002932713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00279829,0.0004505466,0.001912852,0.0009106944,0.0001200794,0.0005753073,0.0002232406,0.08520331,0.3705345,0.01807072,0.01449111,0.5047094],"study_design_scores_gemma":[0.0002877482,0.0027634,0.01402943,0.0002295384,0.0005052364,0.001325516,0.0009711892,0.1651205,0.6896609,0.02976075,0.09523362,0.0001121398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186477,0.01914409,0.06532512,0.001103746,0.0005866119,0.0001119047,0.001504728,0.001141954,0.1924342],"genre_scores_gemma":[0.9417168,0.003270829,0.00676591,0.00008511377,0.00004731082,0.00002506061,0.0003452801,0.0001688451,0.04757487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008454308,"threshold_uncertainty_score":0.0282824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001873778","doi":"10.1007/978-3-030-36647-6_25","title":"On the Load Multiaxiality Effect on the Cyclic Behaviour of Magnesium Alloys","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Torsion (gastropod); Magnesium alloy; Slip (aerodynamics); Alloy; Composite material; Amplitude; Shear (geology); Shear stress; Magnesium; Uniaxial tension; Structural engineering; Metallurgy; Ultimate tensile strength; Optics; Engineering","authors":[{"name":"Andrew Gryguć","is_ca":true},{"name":"S.M.H. Karparvarfard","is_ca":true},{"name":"Ali A. Roostaei","is_ca":true},{"name":"D. Toscano","is_ca":true},{"name":"S.K. Shaha","is_ca":true},{"name":"Behzad Behravesh","is_ca":true},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620776836786362,"gpt":0.233329411311926,"spread":0.2071216429440624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109118,0.0002654203,0.0003151949,0.0003476395,0.0002905839,0.0004392448,0.0006256343,0.0003502537,0.00670306],"category_scores_gemma":[0.0004469397,0.0002071771,0.0002503628,0.0005238591,0.0005501445,0.0004365846,0.0004074593,0.0004377711,0.0007699439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196272,"about_ca_system_score_gemma":0.0001208164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007094195,"about_ca_topic_score_gemma":0.001002216,"domain_scores_codex":[0.999916,0.000006687369,0.000002844721,0.00001468759,0.00004772308,0.00001214751],"domain_scores_gemma":[0.9997802,0.0001444957,0.00002325413,0.00002126386,0.00002362463,0.000007151271],"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":[0.0007049919,0.00008804943,0.0005351795,0.0006090459,0.00002716287,0.0006383869,0.0004483172,0.01087185,0.8504423,0.02399101,0.002648171,0.1089954],"study_design_scores_gemma":[0.00005744811,0.00152686,0.03606267,0.0002780553,0.000135306,0.002246807,0.0003551732,0.08438116,0.7298498,0.03789956,0.1070615,0.0001456799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450479,0.08131123,0.02357378,0.0008530755,0.0009247423,0.00007407331,0.0004731886,0.0005295301,0.1472125],"genre_scores_gemma":[0.939766,0.01310876,0.002188341,0.0001909287,0.0002642229,0.00002616526,0.0001953477,0.0001970849,0.04406318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00670306,"threshold_uncertainty_score":0.02242392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320036627","doi":"10.1007/978-3-031-22634-2","title":"Advances in Pyrometallurgy","year":2023,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Material Properties and Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada); Glencore (Canada)","funders":"","keywords":"Pyrometallurgy; Materials science; Metallurgy","authors":[{"name":"Camille Fléuriault","is_ca":false},{"name":"J.D. Steenkamp","is_ca":true},{"name":"Dean Gregurek","is_ca":false},{"name":"Jesse F. White","is_ca":false},{"name":"Quinn G. Reynolds","is_ca":false},{"name":"P. J. Mackey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02262197527035022,"gpt":0.2521475860140411,"spread":0.2295256107436908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002276102,0.000510904,0.0004558229,0.0009359609,0.0003223335,0.001173017,0.0006809297,0.0005681341,0.02173566],"category_scores_gemma":[0.0003188003,0.0003284891,0.000245297,0.001018685,0.0005333013,0.002152115,0.001109899,0.001701792,0.01092398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826744,"about_ca_system_score_gemma":0.0004548853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001669252,"about_ca_topic_score_gemma":0.0004548444,"domain_scores_codex":[0.9998728,0.000009746119,0.000004780723,0.00002102056,0.00007574301,0.00001591741],"domain_scores_gemma":[0.999918,0.00003351529,0.000006702962,0.00001385892,0.00001709666,0.00001088021],"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":[0.00008098518,0.0001441919,0.0001163472,0.002575462,0.00001717911,0.0003109051,0.0001372783,0.0009769144,0.05869287,0.2539194,0.1167055,0.566323],"study_design_scores_gemma":[0.000006582642,0.00004496107,0.0002194338,0.0001552629,0.000004605111,0.0003593822,0.00002086169,0.0005771363,0.00925708,0.03259986,0.9567469,0.000007852826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005632545,0.4246179,0.01915796,0.002584155,0.006733114,0.00004893024,0.0002427643,0.0005227759,0.5404599],"genre_scores_gemma":[0.05118349,0.4411808,0.01870208,0.002455814,0.004429761,0.00008437638,0.0004711143,0.0004464703,0.4810461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02173566,"threshold_uncertainty_score":0.07271308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586437603","doi":"10.1007/978-3-319-51541-0_154","title":"Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Principal component analysis; Anode; Vibration; Materials science; Modal; Modal analysis; Operational Modal Analysis; Structural engineering; Acoustics; Engineering; Composite material; Computer science; Electrode; Physics; Artificial intelligence","authors":[{"name":"Moez Ben Boubaker","is_ca":true},{"name":"Donald Picard","is_ca":true},{"name":"Carl Duchesne","is_ca":true},{"name":"Jayson Tessier","is_ca":false},{"name":"Houshang Alamdari","is_ca":true},{"name":"Mario Fafard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02852980790591788,"gpt":0.2651563113561791,"spread":0.2366265034502612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296634,0.0004746072,0.0004401632,0.0006042707,0.0002803339,0.0007254799,0.0007469559,0.0003632383,0.001735416],"category_scores_gemma":[0.0006057344,0.0002998684,0.0002906958,0.0004688603,0.0004961981,0.0009149754,0.0004720688,0.0004430178,0.0005874565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296381,"about_ca_system_score_gemma":0.0002025334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194054,"about_ca_topic_score_gemma":0.001988043,"domain_scores_codex":[0.9994223,0.00005149292,0.00001453493,0.0000807474,0.0004065246,0.00002445343],"domain_scores_gemma":[0.9995134,0.0002454216,0.00003255874,0.00006408167,0.0001345329,0.0000100055],"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":[0.0001117368,0.00003912098,0.0007550666,0.0001982976,0.00002123039,0.00004946771,0.0001128352,0.001575584,0.8740973,0.0016601,0.0005808398,0.1207985],"study_design_scores_gemma":[0.00001098817,0.0002928199,0.01113537,0.00003866467,0.00004461035,0.000562033,0.0002008967,0.06780417,0.9116567,0.003035586,0.005172423,0.00004584114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2211841,0.0047279,0.7602557,0.0002210174,0.0001841538,0.0001364,0.0003245113,0.001574206,0.011392],"genre_scores_gemma":[0.7199423,0.002205582,0.2633017,0.00008823953,0.00005723426,0.0001076472,0.0003481213,0.0002463306,0.01370281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001735416,"threshold_uncertainty_score":0.005805552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288085602","doi":"10.1007/978-3-031-04556-1","title":"Fundamentals of Strength","year":2022,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Los Alamos National Laboratory; McGill University","keywords":"Austenite; Materials science; Metallurgy; Class (philosophy); Strain (injury); Computer science; Psychology; Artificial intelligence; Medicine; Physical therapy","authors":[{"name":"P.S. Follansbee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01306018274265723,"gpt":0.2002915981924561,"spread":0.1872314154497988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003440039,0.001216655,0.0008699948,0.001258362,0.0008947878,0.001951458,0.001549707,0.0009706639,0.07659724],"category_scores_gemma":[0.0006813853,0.0004929033,0.0004937822,0.001052866,0.001408852,0.00233209,0.001013145,0.001916672,0.04920609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000795794,"about_ca_system_score_gemma":0.0008790134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152159,"about_ca_topic_score_gemma":0.002777386,"domain_scores_codex":[0.9997025,0.00002499711,0.00001343735,0.00005353154,0.0001796493,0.000025908],"domain_scores_gemma":[0.9998062,0.00004656514,0.00001132861,0.00003460688,0.00008117636,0.00002014246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000157651,0.00002846486,0.0001336244,0.0002855404,0.00001133776,0.0000739423,0.0002006398,0.001725491,0.001574145,0.5876425,0.2002191,0.2080895],"study_design_scores_gemma":[0.000002831312,0.00001311708,0.0001569147,0.00008363862,0.000003106681,0.0001431427,0.00003701643,0.0008120675,0.0003293778,0.128359,0.8700511,0.000008681748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009379804,0.04373255,0.06796543,0.002497201,0.003378708,0.00007234391,0.0008999718,0.001125309,0.8793904],"genre_scores_gemma":[0.02964435,0.03173545,0.03949653,0.0008312544,0.001578725,0.0001426286,0.0008106408,0.0004375593,0.8953228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07659724,"threshold_uncertainty_score":0.2562433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210380923","doi":"10.1007/978-3-030-92563-5_24","title":"Utilization of Copper Nickel Sulfide Mine Tailings for CO2 Sequestration and Enhanced Nickel Sulfidization","year":2022,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbonation; Nickel; Tailings; Nickel sulfide; Sulfide; Sulfide minerals; Metallurgy; Environmental science; Chemistry; Materials science","authors":[{"name":"Fei Wang","is_ca":true},{"name":"David Dreisinger","is_ca":true},{"name":"Glenn Barr","is_ca":false},{"name":"Chris Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03113162699385918,"gpt":0.2632866807491917,"spread":0.2321550537553325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054872,0.0002590584,0.0001498716,0.0001941269,0.0002148609,0.0003610432,0.0002313264,0.0002270535,0.001108362],"category_scores_gemma":[0.00004611508,0.00009787067,0.0002147059,0.0003302585,0.00009939754,0.0002777456,0.0002117963,0.0002040402,0.0003651868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305074,"about_ca_system_score_gemma":0.0002582131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222945,"about_ca_topic_score_gemma":0.008823624,"domain_scores_codex":[0.9999547,0.000002354024,0.000002199337,0.000007795748,0.00001803185,0.0000150416],"domain_scores_gemma":[0.9999859,0.000001784451,0.000002658455,0.000001711076,0.000005436919,0.000002422125],"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":[0.000162423,0.0000864559,0.0005569017,0.000153438,0.000007014214,0.0003902267,0.00006320432,0.0007131062,0.9590904,0.0007030126,0.0008485722,0.03722527],"study_design_scores_gemma":[0.000005219646,0.0001700665,0.001104592,0.000009997373,0.000009513186,0.0001460344,0.00008620333,0.002071514,0.9859596,0.0001114708,0.01032053,0.000005244814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713323,0.002142759,0.004400536,0.0001891545,0.00008745478,0.00003294928,0.0001929824,0.0001916461,0.02143037],"genre_scores_gemma":[0.9572546,0.001699744,0.003925327,0.00005173252,0.0000125303,0.00001519147,0.0001915227,0.00003414671,0.03681513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222945,"threshold_uncertainty_score":0.004432976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210384968","doi":"10.1007/978-3-030-92529-1_97","title":"Predicted Back-Meniscus Stability for Horizontal Single Belt Casting (HSBC) Using a Single Impingement Feeding System","year":2022,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Meniscus; Casting; Mechanical engineering; Composite material; Engineering; Optics; Physics","authors":[{"name":"D. R. Gonzalez-Morales","is_ca":true},{"name":"Mihaiela Isac","is_ca":true},{"name":"R. I. L. Guthrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.042739625097479,"gpt":0.215153275661357,"spread":0.172413650563878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001763796,0.0002587385,0.0003448041,0.0002881176,0.0004204331,0.0005528476,0.0004410282,0.000470631,0.003311154],"category_scores_gemma":[0.0004394722,0.0002116197,0.0002753224,0.0002570846,0.0003267565,0.0003886031,0.0001448922,0.0002319406,0.0008063875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045095,"about_ca_system_score_gemma":0.0008640165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173738,"about_ca_topic_score_gemma":0.01951824,"domain_scores_codex":[0.9999281,0.000005773024,0.000002080718,0.00001314389,0.00003341507,0.00001758771],"domain_scores_gemma":[0.9998021,0.00007675366,0.00001664811,0.00001744974,0.0000779026,0.000009097012],"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":[0.0005314898,0.00008830481,0.004097654,0.0002695425,0.00001721309,0.0002355941,0.0001208048,0.8470306,0.1186833,0.008755336,0.002693467,0.01747677],"study_design_scores_gemma":[0.00001233013,0.00003234475,0.002321014,0.000007010183,0.000005065098,0.00001907962,0.00002113251,0.9637584,0.03307817,0.0003000565,0.0004326974,0.00001279846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466744,0.000587193,0.02387449,0.0001289988,0.00005036752,0.00004216945,0.001617264,0.001145576,0.02587952],"genre_scores_gemma":[0.9949061,0.00007439926,0.001946094,0.000005285379,0.00000298362,0.00001020169,0.0002397621,0.00005532914,0.002760035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173738,"threshold_uncertainty_score":0.04322171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583908294","doi":"10.1007/978-3-319-51085-9_5","title":"Microwave Treatment for Extraction of Rare Earth Elements from Phosphogypsum","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"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":"Phosphogypsum; Leaching (pedology); Vaporization; Rare earth; Phosphoric acid; Microwave; Lixiviant; Yttrium; Chemistry; Zirconium; Phosphor; Materials science; Mineralogy; Inorganic chemistry; Environmental science; Metallurgy; Organic chemistry; Raw material; Soil science; Physics; Optoelectronics","authors":[{"name":"Adrian Lambert","is_ca":true},{"name":"Jason Tam","is_ca":true},{"name":"Gisele Azimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0332582986208581,"gpt":0.2680098825476038,"spread":0.2347515839267457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007622391,0.0002932752,0.0002586113,0.0002643656,0.0001862982,0.000189283,0.0003158028,0.000229248,0.002703244],"category_scores_gemma":[0.00006384807,0.0001932789,0.0002319937,0.0004242646,0.0001382629,0.0004312299,0.0002796782,0.0005373394,0.00128674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687209,"about_ca_system_score_gemma":0.0001459339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002813438,"about_ca_topic_score_gemma":0.0007522717,"domain_scores_codex":[0.9999557,0.000002880081,0.00000228612,0.000009330824,0.00002170612,0.000008125638],"domain_scores_gemma":[0.9999887,0.00000383068,0.000002416498,0.000001927872,0.000002082325,0.000001137205],"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":[0.00008123358,0.00002203503,0.00008149718,0.0005113597,0.00001575172,0.000149046,0.00009926253,0.0002703897,0.9480519,0.001557276,0.00151564,0.04764458],"study_design_scores_gemma":[0.00000744241,0.0001301133,0.0008552927,0.00003669877,0.00002332525,0.000556285,0.00004582297,0.000753409,0.9506475,0.0005590777,0.04637438,0.00001049707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6706112,0.1131663,0.1088124,0.001011768,0.0009657273,0.0002261593,0.0008550234,0.0008401242,0.1035114],"genre_scores_gemma":[0.8036366,0.04276203,0.02412488,0.0003426356,0.0001860699,0.0001073971,0.000799053,0.0002666757,0.1277746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002703244,"threshold_uncertainty_score":0.009043276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132956993","doi":"10.1007/978-3-030-65396-5_27","title":"The Effect of Rare Earth Mischmetal on the High Temperature Tensile Properties of an A356 Aluminum Alloy","year":2021,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Mischmetal; Materials science; Alloy; Intermetallic; Metallurgy; Castability; Ductility (Earth science); Ultimate tensile strength; Aluminium; Precipitation; Thermal stability; Creep; Chemical engineering","authors":[{"name":"Joshua Stroh","is_ca":true},{"name":"D. Sediako","is_ca":true},{"name":"David Weiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045371940592919,"gpt":0.1811904025732077,"spread":0.1707366831672786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001825186,0.0002082606,0.0001972585,0.0001473687,0.0002825005,0.0003547123,0.0002616756,0.0002812634,0.002530683],"category_scores_gemma":[0.0003911624,0.0001796955,0.0001407033,0.000244318,0.0002430801,0.0002896567,0.0001572844,0.0003140072,0.0003478458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868499,"about_ca_system_score_gemma":0.0001316791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006803154,"about_ca_topic_score_gemma":0.001455886,"domain_scores_codex":[0.9998817,0.00001628788,0.000006911332,0.00002126691,0.00005310533,0.00002057779],"domain_scores_gemma":[0.9997217,0.0001510455,0.00005101853,0.00002301209,0.00003574329,0.0000174308],"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":[0.0007476087,0.00004025024,0.0004723431,0.00008981946,0.00001284164,0.0001819136,0.00006057179,0.000732809,0.992253,0.0001842401,0.0001277967,0.005096766],"study_design_scores_gemma":[0.000008191841,0.0005419597,0.003527519,0.000006001412,0.00001875367,0.0001107827,0.00003511666,0.0009596053,0.9934735,0.00003773245,0.001272034,0.000008800287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939007,0.001861954,0.0003157434,0.000050431,0.00003372246,0.000005079976,0.0000939807,0.00003716231,0.003701241],"genre_scores_gemma":[0.9958999,0.0005615032,0.0003143631,0.000023962,0.00001569136,0.000002655828,0.00007337073,0.00002530363,0.003083247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002530683,"threshold_uncertainty_score":0.008466005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890405794","doi":"10.1007/978-3-319-95022-8_152","title":"The Feasibility of Separation of Rare Earth Elements by Use of Electrodialysis","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Cerium; Ytterbium; Rare earth; Materials science; Voltage; Electrodialysis; Chemistry; Metallurgy; Membrane; Optoelectronics; Doping; Electrical engineering; Engineering","authors":[{"name":"Sanaz Mosadeghsedghi","is_ca":true},{"name":"Saviz Mortazavi","is_ca":true},{"name":"Maziar E. Sauber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0334038848687184,"gpt":0.2704214754988813,"spread":0.2370175906301629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000265315,0.0003104151,0.0002076517,0.0002650928,0.0001983322,0.0009141637,0.0006089395,0.0006760229,0.001337268],"category_scores_gemma":[0.0002418,0.0002549785,0.0003454682,0.0002323275,0.0003431932,0.001467962,0.0005009782,0.001027464,0.001224434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105469,"about_ca_system_score_gemma":0.0003132797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002936135,"about_ca_topic_score_gemma":0.0004956725,"domain_scores_codex":[0.9998888,0.000008142874,0.00000455079,0.00002799595,0.00005775779,0.0000127315],"domain_scores_gemma":[0.9999381,0.00003805582,0.000003822221,0.000006058614,0.00001044896,0.000003449146],"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":[0.00008739396,0.00004021535,0.00009214414,0.0003427575,0.000009555299,0.0001265657,0.0000803356,0.0002753782,0.9055932,0.01196847,0.00109664,0.08028727],"study_design_scores_gemma":[0.000008246033,0.00009048885,0.0002341401,0.00002504598,0.00001224694,0.0003504831,0.00002565157,0.001424211,0.939904,0.002395411,0.05551521,0.00001479189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3409427,0.1644655,0.3043226,0.004112463,0.001899722,0.0002777828,0.0007291394,0.001117385,0.1821328],"genre_scores_gemma":[0.645981,0.09122869,0.1520369,0.0008933544,0.0002714658,0.0001569677,0.0008093048,0.0002991525,0.1083233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337268,"threshold_uncertainty_score":0.004473567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319592053","doi":"10.1007/978-3-031-22532-1","title":"Light Metals 2023","year":2023,"lang":"en","type":"book","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Exhibition; Engineering; Engineering physics; Environmental science; Nanotechnology; Library science; History; Materials science; Computer science; Art history","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01453541145463077,"gpt":0.205717207887824,"spread":0.1911817964331932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001358433,0.001172365,0.000693386,0.002068687,0.001585866,0.002410441,0.0009255378,0.0009703818,0.3612778],"category_scores_gemma":[0.0003981155,0.000554791,0.0005704603,0.001597413,0.0004522646,0.001762131,0.001269199,0.001845434,0.2902367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067439,"about_ca_system_score_gemma":0.0009689567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982071,"about_ca_topic_score_gemma":0.02790321,"domain_scores_codex":[0.9998202,0.000007291322,0.000003973663,0.00003127451,0.0001209652,0.00001632641],"domain_scores_gemma":[0.9998686,0.00002469472,0.000006896776,0.0000196598,0.00005696122,0.000023092],"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":[0.00002562711,0.00002978785,0.00005669449,0.0001496286,0.000003801704,0.00005631147,0.00005881956,0.000149413,0.001764906,0.0197018,0.805746,0.1722573],"study_design_scores_gemma":[0.000002070985,0.000008093534,0.0001061238,0.00004481799,0.000002348196,0.0000661326,0.00001906098,0.0001456608,0.0003828553,0.002441793,0.9967783,0.000002885651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003343879,0.002444416,0.001591539,0.0003331875,0.0007855123,0.00003899421,0.0004722036,0.000401774,0.993598],"genre_scores_gemma":[0.0005208172,0.0006432871,0.000351029,0.0001147719,0.00004560937,0.000009413765,0.0001450949,0.00007344545,0.9980965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3612778,"threshold_uncertainty_score":0.9110596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889580429","doi":"10.1007/978-3-319-95022-8_74","title":"Thermodynamic Modeling of the Solid State Carbothermic Reduction of Chromite Ore","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Chromite; Ferrochrome; Chromium; Metallurgy; Materials science; Carbothermic reaction; Alloy; Iron ore; Reduction (mathematics); Carbide","authors":[{"name":"O. Marzoughi","is_ca":true},{"name":"Christopher A. Pickles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01672263399645661,"gpt":0.2207773047634272,"spread":0.2040546707669706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002148386,0.000277744,0.0005211293,0.0002253736,0.0004248856,0.0006190334,0.0008524904,0.0005881285,0.00489589],"category_scores_gemma":[0.000442337,0.0003055283,0.0005528817,0.0002759539,0.0005837666,0.0007070162,0.0003228745,0.00052202,0.000542957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009434147,"about_ca_system_score_gemma":0.0009968095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142722,"about_ca_topic_score_gemma":0.01040528,"domain_scores_codex":[0.9999175,0.00001396588,0.000003079627,0.00001084359,0.00003843787,0.00001619472],"domain_scores_gemma":[0.9998938,0.0000631823,0.000005565891,0.00001022114,0.00001999287,0.000007124071],"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":[0.0001167028,0.0001247006,0.0005550255,0.0001424954,0.00002150171,0.0001437756,0.00007482315,0.923063,0.01721215,0.04829308,0.001366826,0.00888583],"study_design_scores_gemma":[0.00000975133,0.00001853844,0.0002838814,0.000003284682,0.000002769123,0.0000153875,0.00001280022,0.992432,0.002774352,0.00345583,0.0009849407,0.000006492065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7414075,0.002987289,0.1182383,0.001341712,0.0002528271,0.0001664556,0.001355305,0.0004424452,0.1338081],"genre_scores_gemma":[0.9725355,0.0006915839,0.004096999,0.00005646388,0.00002606336,0.00008638095,0.0004452186,0.0001086557,0.02195299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142722,"threshold_uncertainty_score":0.02272141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587104885","doi":"10.1007/978-3-319-51541-0_56","title":"Cyclic Stress-Strain Behavior and Low Cycle Fatigue Life of AA6061 Aluminum Alloy","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Bauschinger effect; Alloy; Cyclic stress; Metallurgy; Striation; Strain hardening exponent; Formability; Crack closure; Composite material; Hardening (computing); Plasticity; Fracture mechanics","authors":[{"name":"F. A. Mirza","is_ca":true},{"name":"Kun Liu","is_ca":true},{"name":"X. -G. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0234902493358091,"gpt":0.2272789259866357,"spread":0.2037886766508266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011352,0.0001722364,0.0001694405,0.0004907362,0.0002386875,0.0003261434,0.0003408316,0.0004459454,0.002392507],"category_scores_gemma":[0.0003031803,0.0001464172,0.0002036373,0.000377803,0.0002961784,0.00043253,0.0001511176,0.0001934646,0.000511786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328174,"about_ca_system_score_gemma":0.0001987523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931904,"about_ca_topic_score_gemma":0.002680021,"domain_scores_codex":[0.9998869,0.000004765013,0.000004681369,0.00002003148,0.00007088906,0.00001273563],"domain_scores_gemma":[0.9998527,0.00003668596,0.0000200221,0.00001851613,0.00006301505,0.000009068403],"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":[0.0003548345,0.0002231645,0.00446378,0.0002555358,0.00002117457,0.0004680791,0.0004824164,0.0160838,0.7964588,0.008478816,0.002270791,0.1704389],"study_design_scores_gemma":[0.00003588161,0.002655289,0.1296978,0.0001589267,0.00008175339,0.002326299,0.0004942808,0.1871265,0.6134235,0.01883021,0.04502046,0.0001491352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602168,0.01086578,0.003782923,0.0001198698,0.0000804757,0.00001944694,0.0002701011,0.0001106846,0.02453384],"genre_scores_gemma":[0.9843743,0.001340945,0.0006521368,0.00002801744,0.00002806135,0.00000789658,0.0002167451,0.00002755058,0.0133244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392507,"threshold_uncertainty_score":0.008003712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319302484","doi":"10.1007/978-3-031-22524-6_40","title":"Recent Advances in the Transformative Non-fusion Weld-Brazing Process Used to Join Thin-Gauge Alloys Used in the Automotive Industry","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Brazing; Fusion welding; Welding; Mechanical engineering; Automotive industry; Process (computing); Materials science; Manufacturing engineering; Join (topology); Metallurgy; Engineering drawing; Computer science; Engineering; Alloy","authors":[{"name":"M. Shehryar Khan","is_ca":true},{"name":"Y.-H. Cho","is_ca":true},{"name":"Frank Goodwin","is_ca":false},{"name":"Y. Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02586773549223862,"gpt":0.2744303722122087,"spread":0.2485626367199701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004013169,0.0004463026,0.0004201184,0.0008346519,0.0002408231,0.0009914908,0.0009071947,0.0004849299,0.007576642],"category_scores_gemma":[0.0002808395,0.0003374551,0.0005157844,0.001729048,0.0003847316,0.001406388,0.0005400185,0.0007810727,0.003064368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489337,"about_ca_system_score_gemma":0.0004136945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006045722,"about_ca_topic_score_gemma":0.001679313,"domain_scores_codex":[0.9997153,0.00001461234,0.00001240225,0.00005173017,0.0001892222,0.00001676111],"domain_scores_gemma":[0.9998455,0.00006507296,0.00001585875,0.0000155929,0.00005151516,0.000006435899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001282453,0.0001466788,0.0002099799,0.003222949,0.00002916476,0.0002137248,0.0002162797,0.002861444,0.2818394,0.02789867,0.007194678,0.6760388],"study_design_scores_gemma":[0.00001708077,0.000420456,0.002208354,0.0002595327,0.00009832869,0.001742354,0.0001309507,0.007642282,0.2408525,0.01025386,0.7363287,0.00004565493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04690045,0.6007954,0.1337264,0.0008379507,0.002293061,0.000109216,0.0003051634,0.0008517583,0.2141805],"genre_scores_gemma":[0.1887738,0.4182827,0.1081669,0.0005239592,0.0009595239,0.00006859484,0.001065904,0.0005005723,0.281658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007576642,"threshold_uncertainty_score":0.0253464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586700823","doi":"10.1007/978-3-319-52132-9_35","title":"Effect of Forging on Microstructure, Texture and Compression Behavior of Extruded AZ31B","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"","keywords":"Forging; Microstructure; Materials science; Texture (cosmology); Compression (physics); Extrusion; Metallurgy; Composite material; Artificial intelligence; Computer science; Image (mathematics)","authors":[{"name":"D. Toscano","is_ca":true},{"name":"S.K. Shaha","is_ca":true},{"name":"Behzad Behravesh","is_ca":true},{"name":"Hamid Jahed","is_ca":true},{"name":"Mary A. Wells","is_ca":true},{"name":"Bruce W. Williams","is_ca":true},{"name":"Jim McKinley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01542947467783774,"gpt":0.2535954429529363,"spread":0.2381659682750986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001219012,0.0001313775,0.0001863464,0.000141855,0.0002066032,0.0002083156,0.000239074,0.0002487269,0.002711546],"category_scores_gemma":[0.0002556754,0.0001501299,0.0001394321,0.0002673184,0.0002053896,0.000243209,0.0001067081,0.0002694601,0.0003324223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168732,"about_ca_system_score_gemma":0.0001181427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285515,"about_ca_topic_score_gemma":0.004557526,"domain_scores_codex":[0.9999026,0.000005475322,0.000006316222,0.00002294844,0.00004115796,0.00002152887],"domain_scores_gemma":[0.999882,0.00003777236,0.00002649453,0.00001185265,0.0000279987,0.000013912],"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":[0.0006954355,0.00002784346,0.0008013747,0.00007555583,0.00001034422,0.0001748759,0.00007997748,0.0005134337,0.9938374,0.00005986884,0.000139759,0.003584069],"study_design_scores_gemma":[0.0000122352,0.0003218762,0.02056359,0.000009981112,0.000015499,0.0001041898,0.00007569879,0.001542108,0.9764107,0.00002329397,0.0009082007,0.00001265843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985744,0.0004888704,0.0001028658,0.00002122639,0.000006654828,0.000002432243,0.0001783359,0.00001496383,0.00061036],"genre_scores_gemma":[0.9979463,0.0002324737,0.0001637302,0.0000135685,0.000002440364,0.000002260494,0.000234639,0.00001400757,0.001390438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002711546,"threshold_uncertainty_score":0.009070992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586731018","doi":"10.1007/978-3-319-51541-0_64","title":"Preventive Treatment of Anode Effects Using on-Line Individual Anode Current Monitoring","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Anode; Current (fluid); Electrolysis; Preventive action; Materials science; Computer science; Environmental science; Reliability engineering; Engineering; Electrode; Electrical engineering; Chemistry; Computer security","authors":[{"name":"Lukas Dion","is_ca":true},{"name":"Charles‐Luc Lagacé","is_ca":true},{"name":"François Laflamme","is_ca":true},{"name":"Antoine Godefroy","is_ca":true},{"name":"James W. Evans","is_ca":false},{"name":"László I. Kiss","is_ca":true},{"name":"Sándor Poncsák","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04939414857949039,"gpt":0.2969594186869665,"spread":0.2475652701074761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052081,0.0005606918,0.0006670938,0.0004649356,0.0002437101,0.000583959,0.001063715,0.0005238845,0.003553939],"category_scores_gemma":[0.0004569562,0.0001672129,0.000389513,0.0002164673,0.0001551897,0.0003882554,0.0003542026,0.0004835597,0.001075271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498335,"about_ca_system_score_gemma":0.0003405498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005853167,"about_ca_topic_score_gemma":0.001271234,"domain_scores_codex":[0.9998324,0.00001763998,0.000007243313,0.00003381522,0.00008448056,0.00002436886],"domain_scores_gemma":[0.9997329,0.00005604805,0.0000456885,0.00004736548,0.00009747827,0.00002047818],"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":[0.001036916,0.0005129356,0.005676959,0.0007545433,0.0001039315,0.0004643591,0.0001836661,0.000937495,0.56291,0.0007983532,0.00617565,0.4204453],"study_design_scores_gemma":[0.00005840127,0.001536462,0.01478373,0.0001071935,0.0003818085,0.002185018,0.0001479843,0.007171709,0.9354846,0.001093453,0.03700868,0.00004082856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6276669,0.03995888,0.282427,0.001183556,0.001687814,0.0006482272,0.001063481,0.00744994,0.03791425],"genre_scores_gemma":[0.9238577,0.007039292,0.04226227,0.0004316047,0.0002546657,0.00008794518,0.0004716869,0.0003236775,0.02527121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003553939,"threshold_uncertainty_score":0.01188904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003465052","doi":"10.1007/978-3-030-36408-3_29","title":"Effects of Si on the Electrical Conductivity, Microhardness, Microstructure and Hot Tearing of Al–0.8Fe–0.5Mg–0.4Ni Alloys","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; University of Guelph","funders":"","keywords":"Microstructure; Tearing; Materials science; Indentation hardness; Electrical resistivity and conductivity; Metallurgy; Composite material; Electrical engineering; Engineering","authors":[{"name":"S. Kotiadis","is_ca":true},{"name":"Adam Zimmer","is_ca":true},{"name":"Abdallah Elsayed","is_ca":true},{"name":"Eli Vandersluis","is_ca":true},{"name":"C. Ravindran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105433737296247,"gpt":0.1897621201935454,"spread":0.1787077828205829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001156407,0.0001695539,0.0001614382,0.0001795819,0.0002153628,0.0003574982,0.0002556635,0.0002016953,0.00303665],"category_scores_gemma":[0.0002482545,0.0001674829,0.0002690789,0.00020056,0.0002655648,0.0002585454,0.0001755772,0.0002464691,0.0004947242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748393,"about_ca_system_score_gemma":0.0001090104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473285,"about_ca_topic_score_gemma":0.003444873,"domain_scores_codex":[0.9999437,0.000006534962,0.000002939008,0.00001198004,0.00002341467,0.00001141148],"domain_scores_gemma":[0.9998211,0.0001023224,0.00001863445,0.00001627566,0.00003129868,0.0000104086],"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":[0.0008588748,0.00007208392,0.002543031,0.0001711437,0.00003629006,0.0003150508,0.0002180852,0.004274936,0.9639477,0.0007320256,0.0009242201,0.02590665],"study_design_scores_gemma":[0.0000151767,0.000724947,0.01679249,0.00001396494,0.00004783915,0.0003197358,0.0001415106,0.005141151,0.9723051,0.0003747848,0.004104848,0.00001838579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856894,0.003961189,0.0008953128,0.00007562884,0.00005224542,0.000009119017,0.0002639039,0.00007310267,0.008980115],"genre_scores_gemma":[0.9837651,0.001368107,0.000505037,0.00003224944,0.00001499048,0.000004919889,0.0002879055,0.00004233025,0.01397939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00303665,"threshold_uncertainty_score":0.0101586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785416598","doi":"10.1007/978-3-319-72526-0_51","title":"Influence of Cold Spray on the Enhancement of Corrosion Fatigue of the AZ31B Cast Mg Alloy","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Metallurgy; Alloy; Corrosion; Fatigue limit; Corrosion fatigue; Fracture (geology); Coating; Magnesium alloy; Composite material","authors":[{"name":"S.K. Shaha","is_ca":true},{"name":"Siavash Borhan Dayani","is_ca":true},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02952774245416465,"gpt":0.236978070978719,"spread":0.2074503285245543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009602867,0.0002406601,0.0003714334,0.0001283498,0.0001889177,0.0002443805,0.0002465594,0.0002628508,0.00234408],"category_scores_gemma":[0.0001704095,0.0001326546,0.0002313805,0.0001251851,0.0001660021,0.0001696301,0.0001641025,0.0003393726,0.0004393654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075971,"about_ca_system_score_gemma":0.0001942309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065276,"about_ca_topic_score_gemma":0.004409874,"domain_scores_codex":[0.9999315,0.000004983647,0.000002839705,0.00001185442,0.00002894328,0.00001983883],"domain_scores_gemma":[0.9999323,0.00001513841,0.00001344988,0.000005332805,0.00002362257,0.00001018307],"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":[0.0002904465,0.00001782025,0.00008305607,0.0001264303,0.000005684833,0.00004306284,0.00003053211,0.00008407559,0.9964478,0.0000381088,0.00009143429,0.00274148],"study_design_scores_gemma":[0.00001381321,0.000442963,0.002080276,0.000008599162,0.00001416347,0.00004606508,0.00002519721,0.0004604758,0.995773,0.00001089823,0.001117962,0.000006585156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991256,0.004787005,0.0006498177,0.00006877618,0.00006188927,0.00001908325,0.000150941,0.0000552756,0.002951111],"genre_scores_gemma":[0.9944173,0.0012898,0.0007384977,0.00003327369,0.00001932198,0.00000705881,0.0001158505,0.00003497663,0.003343842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00234408,"threshold_uncertainty_score":0.007841706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130224737","doi":"10.1007/978-3-030-65489-4_5","title":"Effect of Synthesis Method on the Electrochemical Performance of LiNixMnCo1-x-yO2 (NMC) Cathode for Li-Ion Batteries: A Review","year":2021,"lang":"en","type":"review","venue":"˜The œminerals, metals & materials series","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Cathode; Battery (electricity); Electrochemistry; Materials science; Ion; Lithium (medication); Chemical engineering; Nanotechnology; Process engineering; Electrical engineering; Chemistry; Electrode; Engineering","authors":[{"name":"Monu Malik","is_ca":true},{"name":"Ka Ho Chan","is_ca":true},{"name":"Gisele Azimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02935737097305097,"gpt":0.3202578728963733,"spread":0.2909005019233223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004288547,0.0007366627,0.001056238,0.001116364,0.0001872462,0.0006193586,0.0006251051,0.0005256026,0.001546623],"category_scores_gemma":[0.0004041546,0.0003535916,0.0005335853,0.001648887,0.0001579147,0.0008981716,0.0003500902,0.0005373573,0.0006192989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594678,"about_ca_system_score_gemma":0.000441889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008541324,"about_ca_topic_score_gemma":0.001791777,"domain_scores_codex":[0.9998617,0.00001279203,0.00002255756,0.00003975146,0.00004730223,0.00001587217],"domain_scores_gemma":[0.9998335,0.00007522412,0.00003405228,0.000005417427,0.00004491246,0.00000679751],"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":[0.0002274717,0.0001882027,0.0005104009,0.07525097,0.0002998795,0.0003103655,0.0001344034,0.0008199091,0.07519869,0.003749208,0.01022948,0.8330811],"study_design_scores_gemma":[0.00006402955,0.001164786,0.003796162,0.005393408,0.001232777,0.001776354,0.0001810922,0.0009211682,0.06755949,0.001353946,0.916459,0.00009782858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002539901,0.9957871,0.0002827528,0.00008458777,0.0001084745,0.00001106547,0.00004414877,0.000008935643,0.001133112],"genre_scores_gemma":[0.005401857,0.9929385,0.0004383519,0.00007403773,0.00006427021,0.00001227341,0.00005581284,0.000002771538,0.001012163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001546623,"threshold_uncertainty_score":0.005173981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788465205","doi":"10.1007/978-3-319-72138-5_14","title":"Production of Lithium-Ion Cathode Material for Automotive Batteries Using Melting Casting Process","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Western University; Polytechnique Montréal; Natural Resources Canada","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Process engineering; Cathode; Lithium (medication); Raw material; Casting; Engineering; Metallurgy; Electrical engineering; Chemistry","authors":[{"name":"Delin Li","is_ca":true},{"name":"W. Kasprzak","is_ca":true},{"name":"Gregory S. Patience","is_ca":true},{"name":"Pierre Sauriol","is_ca":true},{"name":"Hernando Villazón-Amarís","is_ca":true},{"name":"Mickaël Dollé","is_ca":true},{"name":"M. Gauthier","is_ca":true},{"name":"Steeve Rousselot","is_ca":true},{"name":"Majid Talebi‐Esfandarani","is_ca":true},{"name":"Thomas Bibienne","is_ca":true},{"name":"Xueliang Sun","is_ca":true},{"name":"Yulong Liu","is_ca":true},{"name":"Guoxian Liang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03511554770441599,"gpt":0.2710518993973716,"spread":0.2359363516929556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118896,0.0003913855,0.0004639271,0.0005996233,0.0004314366,0.0006826154,0.0006435292,0.0003877495,0.002920324],"category_scores_gemma":[0.0001305582,0.0002818201,0.0004749708,0.000695771,0.0001492125,0.0007506344,0.000397634,0.00077333,0.001995665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559811,"about_ca_system_score_gemma":0.0003676533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004768026,"about_ca_topic_score_gemma":0.00112678,"domain_scores_codex":[0.9999026,0.000002710212,0.00000474395,0.00001821432,0.00005833152,0.00001339252],"domain_scores_gemma":[0.9999658,0.000004444442,0.000005394468,0.000005651048,0.00001473723,0.000003983181],"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":[0.00006902888,0.00007749233,0.000125335,0.000622281,0.00001089071,0.0003145658,0.0001105472,0.0006000136,0.9325778,0.002889094,0.002315349,0.06028757],"study_design_scores_gemma":[0.000009841428,0.0001535826,0.0005018192,0.00003413756,0.00001811012,0.0004272592,0.00003419673,0.001840495,0.9559355,0.0005302344,0.04050339,0.00001149954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6607112,0.0459599,0.09121791,0.0008467367,0.001417429,0.0003760031,0.001775415,0.002691501,0.1950038],"genre_scores_gemma":[0.7499321,0.02030357,0.06831441,0.0001755442,0.0001962025,0.0001810361,0.002341434,0.0008095574,0.1577461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002920324,"threshold_uncertainty_score":0.009769499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366493206","doi":"10.1007/978-3-031-27447-3_48","title":"Keyhole TIG Welding of New Co-Lean Nickel-Based Superalloy G27","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Metallurgy; Welding; Superalloy; Eutectic system; Gas tungsten arc welding; Laves phase; Heat-affected zone; Alloy; Arc welding; Intermetallic","authors":[{"name":"Achmad Ariaseta","is_ca":false},{"name":"Dario Pick","is_ca":false},{"name":"Joel Andersson","is_ca":false},{"name":"Olanrewaju Ojo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02954908276939018,"gpt":0.2411745243599639,"spread":0.2116254415905737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001001279,0.0002518604,0.0002623298,0.0003306252,0.0003042293,0.0003905184,0.0007018248,0.0002923409,0.003256005],"category_scores_gemma":[0.0000718489,0.0001753776,0.0002764577,0.0003403677,0.0002904216,0.0004991792,0.000445215,0.0003601702,0.0009702145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004820691,"about_ca_system_score_gemma":0.0003744591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199417,"about_ca_topic_score_gemma":0.00630975,"domain_scores_codex":[0.9998667,0.000004165892,0.000002915337,0.00001942297,0.00008280233,0.0000240278],"domain_scores_gemma":[0.999975,0.000002490534,0.000002828682,0.000005538875,0.000009694726,0.000004444618],"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":[0.0002161993,0.00003931585,0.0003601664,0.0003050774,0.00001544942,0.0004661012,0.000339857,0.001856733,0.928304,0.01080996,0.003640578,0.0536465],"study_design_scores_gemma":[0.00002295613,0.0004038041,0.004991794,0.00002877965,0.00002667787,0.001366307,0.0003778592,0.007170429,0.8851091,0.002543436,0.09792268,0.00003612908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7330907,0.005115828,0.05051862,0.0002964053,0.0003773994,0.0001384736,0.0004671656,0.00133667,0.2086587],"genre_scores_gemma":[0.7976384,0.001513728,0.01794284,0.00004788045,0.00001400556,0.00003068338,0.0004931082,0.00032729,0.1819921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003256005,"threshold_uncertainty_score":0.01089239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892259648","doi":"10.1007/978-3-319-95022-8_186","title":"Lithium Extraction and Utilization: A Historical Perspective","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"USable; Process engineering; Raw material; Engineering; Nanotechnology; Waste management; Environmental science; Materials science; Computer science; Chemistry; Multimedia","authors":[{"name":"I. Peerawattuk","is_ca":true},{"name":"Erin R. Bobicki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03848991916356925,"gpt":0.266501876915001,"spread":0.2280119577514317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009387558,0.001080425,0.0005393012,0.004095691,0.001409286,0.00553654,0.0009475952,0.002140023,0.00930489],"category_scores_gemma":[0.001016766,0.0004062473,0.0002834925,0.006399005,0.005257926,0.007456831,0.002166963,0.002872295,0.003807131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00433686,"about_ca_system_score_gemma":0.002214568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055952,"about_ca_topic_score_gemma":0.00650125,"domain_scores_codex":[0.9995907,0.00009706175,0.00003565618,0.000106253,0.0001196155,0.00005074691],"domain_scores_gemma":[0.9996402,0.0001953126,0.00003151434,0.00001875726,0.00008277371,0.00003140405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000729969,0.00008285828,0.0001924968,0.002112073,0.00001184327,0.000270206,0.00130159,0.0008743778,0.0008076042,0.6917975,0.057765,0.2447115],"study_design_scores_gemma":[0.000001883246,0.00002065398,0.0001095921,0.0006914338,0.000003210049,0.000151094,0.0002373861,0.00009007901,0.0003091157,0.0214928,0.9768843,0.000008534616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001600268,0.7624678,0.002370469,0.005990493,0.002251195,0.00001362984,0.000110006,0.00003658186,0.2251597],"genre_scores_gemma":[0.02406607,0.8682656,0.001560031,0.004624557,0.003564962,0.00003661558,0.0001267399,0.00008147969,0.09767375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00930489,"threshold_uncertainty_score":0.03146631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890396938","doi":"10.1007/978-3-319-95022-8_157","title":"Extraction of Water from Contaminated Effluents by Forward Osmosis","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"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":"Forward osmosis; Effluent; Environmental science; Environmental engineering; Clean water; Reverse osmosis; Process engineering; Contamination; Extraction (chemistry); Waste management; Engineering; Membrane; Chemistry; Chromatography","authors":[{"name":"Γεώργιος Κολλιόπουλος","is_ca":true},{"name":"Vladimiros G. Papangelakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01364824412310071,"gpt":0.2288490810104844,"spread":0.2152008368873837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001072281,0.0005889003,0.0003152175,0.0004286432,0.0002148275,0.0005511863,0.0004493409,0.0004125914,0.00290591],"category_scores_gemma":[0.00008018987,0.0002466972,0.0003962415,0.0004600811,0.0002252404,0.0009976141,0.0004805723,0.0007183019,0.003848608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092802,"about_ca_system_score_gemma":0.0003193049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005042556,"about_ca_topic_score_gemma":0.001371141,"domain_scores_codex":[0.9998935,0.000004265058,0.000004908612,0.00001630545,0.00006936,0.00001157261],"domain_scores_gemma":[0.9999828,0.000004690184,0.000001873859,0.000002365175,0.000006827224,0.000001430002],"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":[0.00004025599,0.0000586657,0.000184555,0.0006438722,0.00002390223,0.0002604056,0.0001120651,0.0007925594,0.7212029,0.00623811,0.008003554,0.2624392],"study_design_scores_gemma":[0.00000435627,0.00005467356,0.0004948431,0.00006401723,0.00002059065,0.0004813312,0.00004182651,0.001254012,0.8149571,0.003314551,0.1792961,0.00001653834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2318629,0.1038148,0.3601869,0.004031888,0.003384265,0.0003708875,0.001772876,0.002350072,0.2922254],"genre_scores_gemma":[0.2714995,0.0897708,0.06802385,0.001200625,0.000338469,0.00009665671,0.001858978,0.0004448505,0.5667663],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00290591,"threshold_uncertainty_score":0.00972122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004252037","doi":"10.1007/978-3-030-36408-3_34","title":"Formation of Rare Earth Intermetallics in Al–Cu Cast Alloys","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Intermetallic; Rare earth; Metallurgy; Alloy; Materials science; Earth (classical element); Phase (matter); Chemistry; Physics","authors":[{"name":"Mohamed Mahmoud","is_ca":false},{"name":"A. M. Samuel","is_ca":true},{"name":"H. W. Doty","is_ca":false},{"name":"F. H. Samuel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662053962729649,"gpt":0.1984607773106697,"spread":0.1818402376833733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000912583,0.0001660589,0.0002356073,0.0003183129,0.0005965511,0.000737144,0.0003889604,0.0002694075,0.001671806],"category_scores_gemma":[0.000153759,0.0002958967,0.0001638239,0.0001710412,0.0003292983,0.0005131366,0.0003529226,0.000430538,0.000462362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271804,"about_ca_system_score_gemma":0.0002470917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008355177,"about_ca_topic_score_gemma":0.002280835,"domain_scores_codex":[0.9999303,0.000006318854,0.000002772264,0.0000144014,0.00003169341,0.00001455358],"domain_scores_gemma":[0.9999688,0.000005419825,0.000005431643,0.000007173147,0.000008060942,0.000005040994],"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":[0.0002378847,0.0001180862,0.0005873668,0.0005969292,0.00002147426,0.0009181733,0.0004671399,0.002561446,0.8706064,0.0707975,0.002769611,0.05031794],"study_design_scores_gemma":[0.00001667024,0.0001490357,0.002237642,0.00003843773,0.00001228602,0.0007176216,0.0002405438,0.004180624,0.9305364,0.009341293,0.05251224,0.00001724553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266625,0.024032,0.01000405,0.0002375835,0.0007209793,0.0000708606,0.0002080103,0.0003418404,0.137722],"genre_scores_gemma":[0.9502512,0.002910528,0.003341709,0.00002855915,0.0000357421,0.0000227474,0.000171282,0.0000710101,0.0431673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671806,"threshold_uncertainty_score":0.005592823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913194650","doi":"10.1007/978-3-030-06143-2_7","title":"Dissolution of Sapphire and Alumina–Magnesia Particles in CaO–SiO2–Al2O3 Liquid Slags","year":2019,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Dissolution; Sapphire; Materials science; Slag (welding); Mass transfer; Layer (electronics); Particle (ecology); Magnesium; Diffusion; Metallurgy; Chemical engineering; Particle size; Kinetics; Metal; Analytical Chemistry (journal); Mineralogy; Chemistry; Composite material; Chromatography; Thermodynamics","authors":[{"name":"Hamed Abdeyazdan","is_ca":false},{"name":"Neslihan Dogan","is_ca":true},{"name":"Raymond J. Longbottom","is_ca":false},{"name":"M. Akbar Rhamdhani","is_ca":false},{"name":"Michael W. Chapman","is_ca":false},{"name":"Brian J. Monaghan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01087782039660251,"gpt":0.1990954652966427,"spread":0.1882176449000402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001202277,0.000155332,0.0002219425,0.0001714863,0.0002127788,0.0004179318,0.0001990457,0.0001987921,0.001042157],"category_scores_gemma":[0.0001095001,0.000131848,0.0002383623,0.0001408323,0.0002368978,0.0003064437,0.0001742879,0.0003091307,0.0002288254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169046,"about_ca_system_score_gemma":0.0002184265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696242,"about_ca_topic_score_gemma":0.003620029,"domain_scores_codex":[0.9999167,0.000006797992,0.000006448755,0.00001603664,0.00002591481,0.00002813007],"domain_scores_gemma":[0.9999616,0.00001650872,0.000006320047,0.000003827578,0.00000611103,0.000005630839],"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":[0.0003521757,0.00003083477,0.0005082728,0.00006733726,0.00001119255,0.0001710707,0.00009917296,0.0005501353,0.9950475,0.0003167219,0.00007816809,0.002767551],"study_design_scores_gemma":[0.00001528175,0.0001894528,0.003857653,0.000005771247,0.000008511677,0.00007571067,0.000118734,0.003192157,0.9913409,0.0001085039,0.001080098,0.000007305169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971461,0.0002771221,0.0004246412,0.000020333,0.00001242462,0.000007115988,0.0001170692,0.000009922865,0.001985238],"genre_scores_gemma":[0.9960647,0.0001687686,0.0003511096,0.0000103001,0.00000421522,0.000004220521,0.000128732,0.0000105824,0.003257396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002696242,"threshold_uncertainty_score":0.005361021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891127229","doi":"10.1007/978-3-319-95022-8_84","title":"Towards a Microwave Metal Extraction Process","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microwave; Extraction (chemistry); Realization (probability); Microwave heating; Process (computing); Process engineering; Engineering; Biochemical engineering; Nanotechnology; Computer science; Materials science; Telecommunications; Chemistry; Mathematics; Chromatography","authors":[{"name":"C.A. Pickles","is_ca":true},{"name":"O. Marzoughi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02600524396167129,"gpt":0.2614336601080199,"spread":0.2354284161463487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822687,0.0004469231,0.0004275193,0.0003311195,0.0003704314,0.0008444295,0.0007422684,0.0007302793,0.005761924],"category_scores_gemma":[0.0001895646,0.0004116242,0.0002973279,0.0004376606,0.0004441682,0.001553183,0.0008664056,0.001341007,0.00683953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309724,"about_ca_system_score_gemma":0.0002997789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094151,"about_ca_topic_score_gemma":0.0004286399,"domain_scores_codex":[0.9998485,0.000008725702,0.00000582669,0.00003433886,0.00008613972,0.00001637145],"domain_scores_gemma":[0.9999661,0.0000099024,0.000004361686,0.00000602217,0.00001052396,0.000003028608],"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":[0.00008271141,0.00007602544,0.00008157203,0.0008370159,0.00001929593,0.0001735817,0.000184366,0.0007510802,0.807261,0.0328531,0.007225314,0.1504549],"study_design_scores_gemma":[0.00001958357,0.0001259922,0.0002325395,0.00008511161,0.0000259869,0.0005056269,0.00005346908,0.003939276,0.6410486,0.008903719,0.3450369,0.0000232086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07536911,0.05129629,0.6350346,0.002831507,0.002175422,0.0003761904,0.0004813109,0.003254894,0.2291807],"genre_scores_gemma":[0.2805907,0.05137699,0.3476993,0.002228787,0.000695418,0.0004042354,0.0008408658,0.0009316514,0.315232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005761924,"threshold_uncertainty_score":0.01927555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003546646","doi":"10.1007/978-3-030-36408-3_93","title":"Development of a Mathematical Model to Simulate Raft Formation","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada); National Research Council Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Schlieren; Thermal; Mechanics; Smoothed-particle hydrodynamics; Particle (ecology); Raft; Materials science; Discrete element method; Thermodynamics; Physics; Composite material; Geology","authors":[{"name":"Thomas Roger","is_ca":true},{"name":"Kirk Fraser","is_ca":true},{"name":"László I. Kiss","is_ca":true},{"name":"Sándor Poncsák","is_ca":true},{"name":"Sébastien Guérard","is_ca":true},{"name":"Jean‐François Bilodeau","is_ca":true},{"name":"G. Bonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02828155619795632,"gpt":0.2386907522371388,"spread":0.2104091960391825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631427,0.0004731303,0.0006843279,0.0004903572,0.0007769768,0.0009450484,0.001761216,0.00178697,0.004335921],"category_scores_gemma":[0.001025433,0.0005738231,0.001080218,0.0004067338,0.0006389393,0.001231161,0.001034823,0.001227474,0.001234787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008452092,"about_ca_system_score_gemma":0.001327233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009634239,"about_ca_topic_score_gemma":0.005849792,"domain_scores_codex":[0.9998931,0.00001658244,0.000006968335,0.00001942326,0.00005016703,0.00001377054],"domain_scores_gemma":[0.9997658,0.00009907297,0.00002336525,0.00002585716,0.00006840578,0.00001746865],"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":[0.000008203484,0.00002298654,0.000160475,0.00004452454,0.00001150539,0.00007565123,0.00002653228,0.9520662,0.001967497,0.0389202,0.001156307,0.005539843],"study_design_scores_gemma":[0.000003116858,0.000003343123,0.00002192876,0.000003095612,0.000001767262,0.00001250645,0.000003223957,0.9951303,0.0003692585,0.003014443,0.001433378,0.000003607865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01960033,0.0005065973,0.939778,0.0007153767,0.000303738,0.0001433756,0.0004157353,0.000625034,0.03791185],"genre_scores_gemma":[0.4656441,0.001405922,0.4769168,0.000441217,0.000188267,0.0008929156,0.0009619327,0.0008222888,0.05272649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009634239,"threshold_uncertainty_score":0.01915628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913346485","doi":"10.1007/978-3-030-05864-7_82","title":"Evolution of Mechanical Resistance of Alumina Raft Exposed to the Bath in Hall-Héroult Cells","year":2019,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Raft; Materials science; Aluminium; Electrolyte; Metallurgy; Composite material; Chemistry; Copolymer","authors":[{"name":"Sándor Poncsák","is_ca":true},{"name":"L. Rakotondramanana","is_ca":true},{"name":"László I. Kiss","is_ca":true},{"name":"Thomas Roger","is_ca":true},{"name":"Sébastien Guérard","is_ca":true},{"name":"Jean‐François Bilodeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01311836079491999,"gpt":0.2010499091532801,"spread":0.1879315483583601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001415896,0.000138871,0.0002541683,0.0002482594,0.0003655259,0.0006960661,0.0003932448,0.0004419028,0.003860977],"category_scores_gemma":[0.0003580975,0.0001583518,0.0002272695,0.0002938389,0.000315112,0.0002872788,0.0001829954,0.000392504,0.0006838546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213039,"about_ca_system_score_gemma":0.0001680844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224737,"about_ca_topic_score_gemma":0.002685196,"domain_scores_codex":[0.9998423,0.00001194435,0.00000663625,0.00003411486,0.00006075121,0.00004420149],"domain_scores_gemma":[0.9998425,0.00005066326,0.0000253902,0.00001610566,0.00004334062,0.00002186085],"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":[0.0002439824,0.00002653325,0.001782661,0.00003450985,0.00001203146,0.0002223586,0.0001946116,0.0006920774,0.993835,0.0001568631,0.000144805,0.002654572],"study_design_scores_gemma":[0.00001016994,0.0003388829,0.02836337,0.00001053196,0.00001662498,0.000123283,0.0007200686,0.003564497,0.964998,0.0001351665,0.001695748,0.00002363399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981967,0.0001330358,0.0002215354,0.00002259523,0.00001004901,0.000003462636,0.0002197579,0.00002565183,0.00116717],"genre_scores_gemma":[0.9974976,0.00008302148,0.0001873037,0.000009142222,0.000001983204,0.000004252481,0.0001673251,0.000014062,0.002035238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003860977,"threshold_uncertainty_score":0.01291627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588429432","doi":"10.1007/978-3-319-52392-7_79","title":"Processing and Properties of As-Cast Magnesium AM60-Based Composite Containing Alumina Nano Particles and Micron Fibres","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Composite material; Ultimate tensile strength; Microstructure; Alloy; Composite number; Ductility (Earth science); Magnesium alloy; Metal matrix composite; Creep","authors":[{"name":"Junxiang Zhou","is_ca":true},{"name":"Xuezhi Zhang","is_ca":true},{"name":"Fang Li","is_ca":true},{"name":"Henry Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02076739534872714,"gpt":0.2044845241505168,"spread":0.1837171288017896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008497368,0.0001492636,0.0001566417,0.0002209118,0.0001624899,0.0002042368,0.0001801235,0.0002326363,0.001605869],"category_scores_gemma":[0.00009276416,0.0001137202,0.0001901397,0.0001884944,0.0001179408,0.0002285215,0.00009018394,0.000273912,0.0004573473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504156,"about_ca_system_score_gemma":0.0001241348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006135973,"about_ca_topic_score_gemma":0.001251258,"domain_scores_codex":[0.9999324,0.000002148782,0.0000024925,0.00001494941,0.00003838171,0.00000959787],"domain_scores_gemma":[0.9999549,0.00000906376,0.00001113244,0.000004224667,0.00001382243,0.000006883165],"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":[0.000064129,0.00001062286,0.00009778981,0.00004588105,0.000002098034,0.000037415,0.00002095881,0.0001514978,0.9974025,0.00006543657,0.0001016355,0.001999934],"study_design_scores_gemma":[0.00000334195,0.0001532713,0.004337824,0.000005784496,0.000008365148,0.00008836498,0.00002923446,0.0009649521,0.9926593,0.00004913475,0.00169389,0.000006585966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891469,0.001739458,0.001213158,0.0000368641,0.00005097346,0.00001343632,0.0002819295,0.00006233987,0.007454945],"genre_scores_gemma":[0.9865814,0.0005730649,0.001401401,0.00002453751,0.000009766875,0.00001021247,0.0003024419,0.00003654311,0.01106065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001605869,"threshold_uncertainty_score":0.005372167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787121139","doi":"10.1007/978-3-319-72284-9_161","title":"Laboratory Study of the Impact of the Cathode Grade on the Formation of Deposits on the Cathode Surface in Hall-Héroult Cells","year":2018,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rio Tinto (Canada); Université de Sherbrooke","funders":"","keywords":"Cathode; Electrolysis; Aluminium; Cryolite; Scanning electron microscope; Materials science; Carbon fibers; Chemical engineering; Metallurgy; Layer (electronics); Cathodic protection; Energy-dispersive X-ray spectroscopy; Anode; Analytical Chemistry (journal); Composite material; Chemistry; Composite number; Environmental chemistry","authors":[{"name":"Jean-René Landry","is_ca":true},{"name":"Mojtaba Fallah Fini","is_ca":true},{"name":"Gervais Soucy","is_ca":true},{"name":"Martin Désilets","is_ca":true},{"name":"Patrick Pelletier","is_ca":true},{"name":"Loig Rivoaland","is_ca":false},{"name":"D. Lombard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0218532484038474,"gpt":0.243604351323755,"spread":0.2217511029199076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003540773,0.0002761742,0.000400196,0.0001642335,0.0004880576,0.0005741918,0.0007162596,0.0005879132,0.00163927],"category_scores_gemma":[0.0007655699,0.0002010193,0.0003045157,0.0001801535,0.000408054,0.0004058503,0.000407403,0.0005617991,0.000431571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755694,"about_ca_system_score_gemma":0.0002677908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114217,"about_ca_topic_score_gemma":0.0009780085,"domain_scores_codex":[0.9997458,0.00004705452,0.00001767367,0.00005951154,0.00008626058,0.0000437383],"domain_scores_gemma":[0.9994229,0.0003042231,0.00005324579,0.00008325092,0.0001030011,0.00003338248],"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":[0.0007288952,0.0003871923,0.001268899,0.00009499009,0.00001935938,0.0001888714,0.0001559109,0.0005731026,0.991533,0.0002134564,0.0003009746,0.004535269],"study_design_scores_gemma":[0.00003560838,0.00136365,0.002801441,0.000004081537,0.00001729885,0.0001105676,0.0001019605,0.001426622,0.9933275,0.00009466425,0.0007047253,0.00001192803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967817,0.0003189384,0.001397372,0.00004672346,0.00002450179,0.00002542247,0.0002431939,0.00005096916,0.001111278],"genre_scores_gemma":[0.9969677,0.0002616916,0.001152008,0.00002343079,0.00001557271,0.00001770016,0.0001998326,0.00002631389,0.001335711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00163927,"threshold_uncertainty_score":0.005483925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393107209","doi":"10.1007/978-3-031-50308-5_111","title":"Decarbonization of Aluminum Reverberatory Furnaces: The Case of Plasma Melting","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pyrogenesis (Canada)","funders":"","keywords":"Torch; Plasma torch; Combustor; Plasma; Argon; Nuclear engineering; Natural gas; Thermal efficiency; Gas burner; Context (archaeology); Materials science; Thermal; Automotive engineering; Environmental science; Waste management; Metallurgy; Engineering; Chemistry; Combustion; Thermodynamics; Geology; Physics","authors":[{"name":"Juan E. Salazar","is_ca":true},{"name":"Louis Piquard","is_ca":false},{"name":"Simon Vecten","is_ca":true},{"name":"Emilien Clément","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01183958469998973,"gpt":0.1995640381078918,"spread":0.187724453407902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001655849,0.0003021706,0.0003777787,0.0002549583,0.0007757436,0.001050158,0.0007568986,0.0006155924,0.003843546],"category_scores_gemma":[0.0002361358,0.0002166,0.000262544,0.0002877136,0.0007597936,0.0009964919,0.0007779385,0.0009054565,0.0006837483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877853,"about_ca_system_score_gemma":0.0003739268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198209,"about_ca_topic_score_gemma":0.001731707,"domain_scores_codex":[0.9998662,0.00001540829,0.00000259937,0.00002368936,0.00005488421,0.00003714119],"domain_scores_gemma":[0.9999588,0.00001191229,0.000004680303,0.0000123164,0.000008083639,0.000004294794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004843728,0.0001468281,0.001441656,0.0008929577,0.00004809009,0.003507218,0.002454586,0.02939426,0.3899817,0.4082771,0.00813282,0.1552385],"study_design_scores_gemma":[0.00004900095,0.0004082234,0.005443135,0.0001649196,0.00004220779,0.002671759,0.001892551,0.03885382,0.5858263,0.1108714,0.2537197,0.00005693161],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5439593,0.02564202,0.03324543,0.002158232,0.0004797149,0.00008812857,0.0001676118,0.0004561711,0.3938034],"genre_scores_gemma":[0.9356042,0.005017347,0.006209098,0.0001623424,0.00005594173,0.00002082931,0.00009571958,0.00009738563,0.05273714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003843546,"threshold_uncertainty_score":0.01285791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1580249364","doi":"10.1007/978-3-319-65136-1_65","title":"On the Aging Behavior of AA2618 DC Cast Alloy","year":2016,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Alloy; Differential scanning calorimetry; Materials science; Ingot; Scanning electron microscope; Optical microscope; Metallurgy; Precipitation; Composite material; Thermodynamics","authors":[{"name":"P. Shen","is_ca":true},{"name":"E. M. Elgallad","is_ca":true},{"name":"X.‐G. Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02059292408369262,"gpt":0.2060074116183605,"spread":0.1854144875346679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117531,0.000251535,0.0002406894,0.0004782646,0.000334408,0.0002738365,0.0003173675,0.0002211493,0.003143013],"category_scores_gemma":[0.0001949863,0.0001279795,0.0001623141,0.000422028,0.0001637632,0.0002933737,0.0001508977,0.0003177986,0.001274523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335266,"about_ca_system_score_gemma":0.0002492879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00444115,"about_ca_topic_score_gemma":0.006502785,"domain_scores_codex":[0.9998875,0.000004077523,0.000003246491,0.00001599964,0.00007560851,0.00001360361],"domain_scores_gemma":[0.999893,0.00001421299,0.000009744224,0.00001144693,0.00006633703,0.000005270398],"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":[0.0003140596,0.00006485343,0.001962419,0.0003755572,0.00001040605,0.00033471,0.0002234531,0.002530382,0.8815518,0.003154756,0.003941154,0.1055364],"study_design_scores_gemma":[0.000006981644,0.0004988628,0.02218265,0.00009418454,0.00005001154,0.0008547435,0.0002011995,0.01539346,0.8555703,0.001206151,0.1039073,0.0000342823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.826769,0.05021256,0.01076221,0.000359025,0.0006817007,0.00006454031,0.001532075,0.0003845466,0.1092343],"genre_scores_gemma":[0.9109001,0.01067438,0.003003706,0.0001278243,0.00009255992,0.00001190366,0.0009803412,0.0001474428,0.07406189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00444115,"threshold_uncertainty_score":0.01051444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319302544","doi":"10.1007/978-3-031-22524-6_47","title":"Effect of the Vibratory Peening Parameters on Surface Properties of Ti-6Al-4 V","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Peening; Materials science; Shot peening; Surface roughness; Profilometer; Residual stress; Surface finish; Metallurgy; Laser peening; Hardness; Composite material","authors":[{"name":"Maxime Paques","is_ca":true},{"name":"Benoît Changeux","is_ca":false},{"name":"Anindya Sundar Das","is_ca":true},{"name":"Hongyan Miao","is_ca":true},{"name":"Martin Lévesque","is_ca":true},{"name":"S. Turenne","is_ca":true},{"name":"Étienne Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02156291386417402,"gpt":0.20699489876041,"spread":0.1854319848962359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167366,0.0002057126,0.0002384901,0.000186134,0.0002179738,0.0003707043,0.0003630065,0.0004058408,0.004793531],"category_scores_gemma":[0.0007732696,0.0002060528,0.0002565807,0.0002806757,0.0002772025,0.0003688986,0.0002274371,0.0003897939,0.0004651492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913924,"about_ca_system_score_gemma":0.000127276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000863018,"about_ca_topic_score_gemma":0.001563086,"domain_scores_codex":[0.9998586,0.00001660976,0.000007803956,0.0000277017,0.00004697831,0.00004238753],"domain_scores_gemma":[0.9995514,0.0002773207,0.00005124895,0.00003816833,0.00005518362,0.00002671884],"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":[0.001342836,0.0000688908,0.0006344627,0.0001191057,0.00002086339,0.0001016653,0.00009957365,0.002259011,0.9859434,0.000139632,0.0002418457,0.009028571],"study_design_scores_gemma":[0.00002037785,0.0009579549,0.00632635,0.00001166247,0.00003629544,0.00006220986,0.00009296207,0.003128518,0.9884312,0.00005244379,0.0008653914,0.00001458943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957189,0.0008818824,0.0005574691,0.000042984,0.00003491463,0.000007027661,0.0001107235,0.00004421181,0.002602015],"genre_scores_gemma":[0.9976779,0.0001806335,0.000232017,0.00001632092,0.000006508189,0.000002956156,0.00009851069,0.00003028819,0.00175481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004793531,"threshold_uncertainty_score":0.01603591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005830780","doi":"10.1007/978-3-030-36296-6_29","title":"Low Surface Roughness Additively Manufactured AlSi10Mg: The Impacts on Corrosion and Water Repellency Properties","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Memorial University of Newfoundland","funders":"","keywords":"Direct metal laser sintering; Materials science; Surface roughness; Wetting; Dielectric spectroscopy; Sintering; Corrosion; Scanning electron microscope; Selective laser sintering; Surface finish; Composite material; Contact angle; Metallurgy; Laser; Electrochemistry; Microstructure; Optics; Electrode","authors":[{"name":"Parisa Fathi","is_ca":true},{"name":"Mohsen Mohammadi","is_ca":true},{"name":"Ali Nasiri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01936409930080875,"gpt":0.1986425835581296,"spread":0.1792784842573208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007008785,0.0003080075,0.0001945093,0.0001966336,0.0001147852,0.0004571778,0.0003286742,0.0002432071,0.003100742],"category_scores_gemma":[0.00006663996,0.0001201479,0.0002497373,0.0003450191,0.0001005693,0.0001874573,0.0001534216,0.0003732759,0.001569668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816665,"about_ca_system_score_gemma":0.0001673032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545888,"about_ca_topic_score_gemma":0.004693229,"domain_scores_codex":[0.9998869,0.00000402715,0.000002370383,0.00001078644,0.00008309432,0.00001286416],"domain_scores_gemma":[0.9999759,0.000004548149,0.000005169401,0.000001809871,0.00000965009,0.000002978968],"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":[0.000125368,0.00005216302,0.0001822544,0.0002672151,0.000007829838,0.0000686455,0.00003963119,0.0004311706,0.9527178,0.0005846749,0.001608242,0.04391493],"study_design_scores_gemma":[0.00000533562,0.0005492808,0.002494577,0.00002316919,0.00002673263,0.0001749562,0.00004381561,0.001091171,0.9613901,0.000139901,0.0340506,0.00001039442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947668,0.03731824,0.007995987,0.0003677182,0.0004343584,0.00005736318,0.00118208,0.000540541,0.05733696],"genre_scores_gemma":[0.822372,0.01459666,0.008555925,0.0001763897,0.00006905023,0.00002865848,0.001637726,0.0001975115,0.1523661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003100742,"threshold_uncertainty_score":0.01037306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319591732","doi":"10.1007/978-3-031-22532-1_102","title":"Numerical Investigation of Thermal, Electrical, and Mechanical Behaviour of Aluminium Cell During Preheating Phase","year":2023,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Aluminium; Anode; Thermal; Composite material; Graphite; Metallurgy; Work (physics); Electrolysis; Electrical contacts; Mechanical engineering; Thermodynamics; Electrode; Chemistry; Engineering; Electrolyte","authors":[{"name":"Simon‐Olivier Tremblay","is_ca":true},{"name":"Daniel Marceau","is_ca":true},{"name":"Rohini-Nandan Tripathy","is_ca":true},{"name":"Antoine Godefroy","is_ca":true},{"name":"Duygu Kocaefe","is_ca":true},{"name":"Sébastien Charest","is_ca":true},{"name":"Jules Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695518931528519,"gpt":0.2323696829258575,"spread":0.2154144936105723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385584,0.0002100575,0.000404014,0.0003037821,0.0005693326,0.0004863678,0.0006264873,0.0009250522,0.005828138],"category_scores_gemma":[0.0006692306,0.0002270733,0.0003620745,0.0003986793,0.0005145842,0.0003738438,0.0001982044,0.000449105,0.0003151643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005576127,"about_ca_system_score_gemma":0.0004192598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008172362,"about_ca_topic_score_gemma":0.007865654,"domain_scores_codex":[0.9999353,0.000009463029,0.000002855712,0.00001123791,0.00002568119,0.00001558734],"domain_scores_gemma":[0.9995149,0.0003150347,0.00004144713,0.00003136552,0.00007658497,0.00002062277],"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":[0.0002213748,0.000102866,0.003235117,0.0001965037,0.00002336075,0.0004040455,0.0001591401,0.9559464,0.02679894,0.003193952,0.001519388,0.008198911],"study_design_scores_gemma":[0.00001006116,0.00005281663,0.001649315,0.000007650614,0.000005371069,0.00004207364,0.00004957964,0.9937975,0.00361494,0.0003454156,0.0004160809,0.000009170823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464717,0.0006936262,0.0127252,0.0004749217,0.00009714803,0.00004111816,0.000987752,0.0004315115,0.03807701],"genre_scores_gemma":[0.9931756,0.0001030429,0.002436979,0.00002914908,0.000009429727,0.00002336802,0.0001710795,0.00003001059,0.004021465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008172362,"threshold_uncertainty_score":0.0194971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1573912153","doi":"10.1007/978-3-319-65136-1_215","title":"Mechanically alloyed Cu-Ni-Fe-Y material as inert anode for Al production","year":2016,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Inert; Anode; Materials science; Metallurgy; Electrolysis; Corrosion; Inert gas; Electrolyte; Aluminium; Ball mill; Electrode; Chemical engineering; Composite material; Chemistry","authors":[{"name":"V. Ouvarov‐Bancalero","is_ca":true},{"name":"Daniel Guay","is_ca":true},{"name":"Lionel Roué","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01559386935244772,"gpt":0.2309503581046183,"spread":0.2153564887521706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004675356,0.0002215991,0.0001781067,0.000191996,0.0001654002,0.0003346399,0.0004093854,0.0002313968,0.001356014],"category_scores_gemma":[0.00004209748,0.0001378845,0.0001472145,0.0002297331,0.0001161459,0.0004106643,0.0002365996,0.0002745717,0.0007732195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605089,"about_ca_system_score_gemma":0.0001026388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763855,"about_ca_topic_score_gemma":0.001176049,"domain_scores_codex":[0.9999646,0.000001731678,0.000001444126,0.000008308354,0.00001868702,0.000005269138],"domain_scores_gemma":[0.9999919,0.000001134619,0.000001614247,0.000001281071,0.000002843456,0.000001170391],"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":[0.000109888,0.00002050216,0.00009350018,0.0004379623,0.00001292098,0.0002087868,0.0000727606,0.0004557141,0.9468629,0.004741198,0.003098887,0.04388497],"study_design_scores_gemma":[0.00001250104,0.0001750556,0.001190905,0.00004704114,0.00003293941,0.0006115087,0.00007336859,0.003348854,0.8707022,0.001363248,0.1224267,0.0000156612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063172,0.1453051,0.05161428,0.000873658,0.002020923,0.0001028463,0.0007530778,0.001378806,0.1916342],"genre_scores_gemma":[0.8135381,0.01689752,0.01803103,0.0001248194,0.00009999342,0.00003538564,0.0004303906,0.0002159565,0.1506268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001356014,"threshold_uncertainty_score":0.004536271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}