{"meta":{"query_hash":"67540f6fc583","filters":{"venue":"Materials and Corrosion"},"cohort_total":70,"direct_labels_cover":0,"predictions_cover":70,"exported":70,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/67540f6fc583","api":"https://metacan.xera.ac/api/v1/cohort?venue=Materials+and+Corrosion"},"results":[{"id":"W1483829350","doi":"10.1002/maco.201307410","title":"Microcapillary polarization measurements of friction stir spot welds made in <scp>AZ</scp>31<scp>B</scp> magnesium alloy","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Base metal; Corrosion; Metallurgy; Tungsten; Tungsten carbide; Polarization (electrochemistry); Alloy; Magnesium; Magnesium alloy; Welding; Friction stir welding; Noble metal; Composite material; Metal; Chemistry","score_opus":0.010409734164786634,"score_gpt":0.20514937477666267,"score_spread":0.19473964061187604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483829350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853305,0.00037488146,0.013182667,0.000013584748,0.00033575486,0.0003474563,0.000017595434,0.00022376473,0.00017379037],"genre_scores_gemma":[0.9948556,0.00044786895,0.0042031263,0.000029270546,0.00006121527,0.000050122355,0.00007484781,0.00004860538,0.00022937344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987464,0.000050045383,0.000462877,0.0002494083,0.00021217509,0.00027911307],"domain_scores_gemma":[0.99944896,0.000049083126,0.00013276175,0.00022288017,0.0000822046,0.000064117274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023322948,0.00022714351,0.000333056,0.00021520139,0.00006170115,0.00007486281,0.00012694621,0.00020398443,0.00003234962],"category_scores_gemma":[0.00008699143,0.00022663914,0.00004108375,0.00025139053,0.000022998494,0.00029529817,0.00007778584,0.00008747017,0.000020184472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023335392,0.000027220669,0.0048063346,0.0001692662,0.000004983171,0.000001159366,0.00014521777,0.0010926431,0.9925983,0.0000150916985,0.00080184557,0.00033559898],"study_design_scores_gemma":[0.00026906247,0.00006382751,0.016936887,0.0000982498,0.000038499336,0.0000041151275,0.00012718007,0.0019643654,0.97964823,0.00032416635,0.000460951,0.0000644794],"about_ca_topic_score_codex":0.00025216275,"about_ca_topic_score_gemma":0.000012823179,"teacher_disagreement_score":0.012950088,"about_ca_system_score_codex":0.00007746404,"about_ca_system_score_gemma":0.00000729759,"threshold_uncertainty_score":0.92420757},"labels":[],"label_agreement":null},{"id":"W1774994080","doi":"10.1002/maco.201206985","title":"Passivation of <scp>HAZ</scp>s of <scp>API</scp>‐<scp>X</scp>100 pipeline steel in bicarbonate‐carbonate solutions at 298 K","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Passivation; Carbonate; Bicarbonate; Chemistry; Chloride; Electrochemistry; Inorganic chemistry; Electrode; Organic chemistry; Physical chemistry","score_opus":0.019936556478701274,"score_gpt":0.24131379801447525,"score_spread":0.22137724153577398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774994080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946985,0.00075342617,0.00023040941,0.000051435025,0.0016336569,0.0011185419,0.0003501012,0.00011453284,0.0010493568],"genre_scores_gemma":[0.9945541,0.0005810535,0.0005273315,0.00011437203,0.00015412578,0.0002650906,0.00020226602,0.00007717711,0.0035244985],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99481744,0.00048606424,0.0018862607,0.0008792225,0.00095050514,0.000980505],"domain_scores_gemma":[0.99678814,0.0007003309,0.0011202417,0.0007355175,0.00039516515,0.00026061188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016531412,0.0005848802,0.0011369186,0.00043994124,0.00031198238,0.00022234318,0.00059491076,0.00041764646,0.0004932468],"category_scores_gemma":[0.0008491692,0.0005169603,0.00017261891,0.0005819186,0.0003728219,0.0005535621,0.0007636282,0.00017960735,0.00021349694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011791162,0.00036056532,0.0046720523,0.00018115953,0.000004207269,0.0000059241956,0.00069203327,0.000062166415,0.9888801,0.0003912053,0.004460899,0.0002778735],"study_design_scores_gemma":[0.0014048001,0.00026999772,0.013298631,0.00031622103,0.000105317784,0.000013878524,0.00093936117,0.00057127525,0.97924477,0.00095934124,0.0027677747,0.00010860857],"about_ca_topic_score_codex":0.0006115917,"about_ca_topic_score_gemma":0.00007210782,"teacher_disagreement_score":0.009635329,"about_ca_system_score_codex":0.000108511886,"about_ca_system_score_gemma":0.00009067796,"threshold_uncertainty_score":0.9997282},"labels":[],"label_agreement":null},{"id":"W1823323524","doi":"10.1002/maco.201508315","title":"Alloy 800H under supercritical water conditions: a flow reactor study of corrosion and hydrogen evolution","year":2015,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Supercritical fluid; Alloy; Corrosion; Hydrogen; Volumetric flow rate; Metallurgy; Oxygen; Chemistry; Materials science; Supercritical water oxidation; Nuclear chemistry; Analytical Chemistry (journal); Thermodynamics; Environmental chemistry","score_opus":0.019991431929658215,"score_gpt":0.23220217948024224,"score_spread":0.21221074755058403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823323524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833125,0.00021554786,0.0005594747,0.00008842939,0.00037991288,0.00022276168,0.000049136775,0.00010454177,0.000048946797],"genre_scores_gemma":[0.99966186,0.000042011245,0.00005862112,0.000047353384,0.000066592605,0.000036284993,0.00004933359,0.000024725032,0.000013196063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989483,0.00006535947,0.00031521503,0.00022017892,0.00019314606,0.00025780048],"domain_scores_gemma":[0.9995383,0.000037733964,0.000002176261,0.00012498423,0.00010054016,0.00019628792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017765429,0.00017225806,0.0002960572,0.00005422637,0.00006231846,0.0000711603,0.000058514503,0.00010897708,0.00010573503],"category_scores_gemma":[0.000047265963,0.000121582314,0.000017325054,0.000046851437,0.00009919457,0.00022979351,0.00008439077,0.00006437328,0.000020052124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058449237,0.00016941852,0.000805258,0.00014981268,0.0000032660803,0.0000060563866,0.00066164194,0.00003044599,0.9975747,0.00040014056,0.000111310794,0.000029515972],"study_design_scores_gemma":[0.0015856534,0.0008048584,0.0022666748,0.00013062937,0.000093132905,0.0000612265,0.0030415133,0.002580548,0.9828482,0.0061005605,0.00012748153,0.0003594981],"about_ca_topic_score_codex":0.0000708113,"about_ca_topic_score_gemma":0.000014564807,"teacher_disagreement_score":0.014726461,"about_ca_system_score_codex":0.000026366886,"about_ca_system_score_gemma":0.0000073657493,"threshold_uncertainty_score":0.4957983},"labels":[],"label_agreement":null},{"id":"W1844431649","doi":"10.1002/maco.201206613","title":"Surface oxide formation on IN625 and plasma sprayed NiCrAlY after high density and low density supercritical water testing","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada); Carleton University","funders":"Natural Resources Canada","keywords":"Supercritical fluid; Intergranular corrosion; Materials science; Microstructure; Metallurgy; Oxide; Thermal spraying; Coating; Composite material; Chemistry","score_opus":0.010964285158333075,"score_gpt":0.19281315892904283,"score_spread":0.18184887377070974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844431649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894315,0.0000940608,0.00031999184,0.0001308873,0.0002539812,0.00010901611,0.000013868933,0.00011007912,0.000024971372],"genre_scores_gemma":[0.99912345,0.0000551107,0.00049163844,0.00019055615,0.00008662588,0.0000085943375,0.000016017613,0.000021358444,0.000006635808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990299,0.00004223853,0.00022260561,0.00018063674,0.000116703726,0.00040796236],"domain_scores_gemma":[0.99953854,0.0001191504,0.0000018361721,0.00008862368,0.000050533683,0.00020129992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019207322,0.00019484606,0.00024788512,0.000026325932,0.0001237462,0.00016523481,0.000031176187,0.00012425947,0.000044272794],"category_scores_gemma":[0.000078317426,0.00013848502,0.000012200617,0.000030369376,0.00008290512,0.00047748073,0.00009326104,0.000089979374,0.000029417166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008351428,0.000028304255,0.006397691,0.00043141318,0.0000017687485,0.000007343916,0.00020700591,0.0000029164535,0.9924224,0.00017012976,0.000016952205,0.00023056385],"study_design_scores_gemma":[0.00028645317,0.00006385032,0.034802895,0.00012116638,0.000025081747,0.00007570382,0.000056722776,0.0005630542,0.9633583,0.00039961838,0.000022078906,0.00022511062],"about_ca_topic_score_codex":0.000056438737,"about_ca_topic_score_gemma":0.00000815256,"teacher_disagreement_score":0.02906413,"about_ca_system_score_codex":0.000016184897,"about_ca_system_score_gemma":0.000001830653,"threshold_uncertainty_score":0.5647255},"labels":[],"label_agreement":null},{"id":"W1860774523","doi":"10.1002/maco.201206984","title":"Sensitivity of the passive films on <scp>API</scp>‐<scp>X</scp>100 steel heat‐affected zones (<scp>HAZ</scp>s) towards trace chloride concentrations in bicarbonate solutions at high temperature","year":2013,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Qatar National Research Fund; Qatar Foundation","keywords":"Chloride; Corrosion; Bicarbonate; Polarization (electrochemistry); Chemistry; Electrochemistry; Thermal stability; Acicular; Analytical Chemistry (journal); Metallurgy; Materials science; Microstructure; Electrode; Environmental chemistry","score_opus":0.011988039381408268,"score_gpt":0.21882028283385777,"score_spread":0.2068322434524495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860774523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939217,0.00011809943,0.00006340007,0.00025908768,0.0026202968,0.0014677242,0.0012638258,0.00014124444,0.00014462876],"genre_scores_gemma":[0.9974991,0.00019989006,0.00006657787,0.00023334473,0.00016939236,0.0002659618,0.00019152171,0.00005206653,0.0013221427],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99611545,0.0007737343,0.0008295002,0.0008160196,0.00066436426,0.00080091564],"domain_scores_gemma":[0.9975401,0.00086608913,0.0004119079,0.0006279748,0.00032786877,0.00022603358],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006861949,0.0005499457,0.00075513945,0.00016448538,0.00077948597,0.00041689293,0.00026372532,0.00043935142,0.00016922811],"category_scores_gemma":[0.00083992875,0.0003952789,0.0001578761,0.00047257147,0.00034822678,0.0005297985,0.0003847878,0.0002885744,0.00010669555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018583869,0.00030608175,0.0005195487,0.00006857363,0.0000017848704,0.000010406076,0.000992157,0.00020088675,0.99079806,0.00035320458,0.0066752587,0.000055480665],"study_design_scores_gemma":[0.0009222425,0.00025747978,0.07898805,0.00037057739,0.000060708815,0.000035341258,0.0010543385,0.00024363465,0.9174599,0.00013936445,0.0003749503,0.000093385715],"about_ca_topic_score_codex":0.0018110893,"about_ca_topic_score_gemma":0.00047069596,"teacher_disagreement_score":0.0784685,"about_ca_system_score_codex":0.0001570717,"about_ca_system_score_gemma":0.000120878205,"threshold_uncertainty_score":0.9998499},"labels":[],"label_agreement":null},{"id":"W1862946544","doi":"10.1002/maco.201206898","title":"Present and future durability challenges for reinforced concrete structures","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; IMPCO Technologies (Canada); University of Toronto","funders":"","keywords":"Durability; Field (mathematics); Construction engineering; Computer science; Engineering; Forensic engineering; Architectural engineering; Mathematics","score_opus":0.016996402212967925,"score_gpt":0.22536402218112603,"score_spread":0.2083676199681581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1862946544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933826,0.0041218135,0.00014982658,0.00028423732,0.001327076,0.00039736027,0.00006028913,0.00013591249,0.0001409073],"genre_scores_gemma":[0.9972905,0.0016191445,0.00019665158,0.000034657394,0.00074837735,0.00004771285,0.000019003659,0.000017823366,0.000026126347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992828,0.000032388092,0.00020502931,0.00016462451,0.00007676313,0.00023843918],"domain_scores_gemma":[0.9995564,0.00006416772,0.000030053321,0.00018642268,0.000029024057,0.0001339366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025294602,0.00016086809,0.00022943398,0.000020658079,0.00009022919,0.00005382861,0.000046802383,0.00011863699,0.00013069506],"category_scores_gemma":[0.000018302153,0.00012653487,0.000027110042,0.000019414269,0.000044794,0.00014736797,0.00005448861,0.00004407355,0.0000016656174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015212485,0.0000010247473,0.00024233354,0.00065489055,0.0000030874787,1.8706493e-7,0.0008141036,0.000006127436,0.9826678,0.0029207675,0.00042665176,0.012110888],"study_design_scores_gemma":[0.0016867492,0.00023112564,0.051547714,0.00006087976,0.0000608079,0.000026026457,0.0010074821,0.0028720351,0.82342976,0.00076070975,0.11755294,0.00076376664],"about_ca_topic_score_codex":0.0000061684923,"about_ca_topic_score_gemma":0.0000010177381,"teacher_disagreement_score":0.15923806,"about_ca_system_score_codex":0.000014403615,"about_ca_system_score_gemma":0.0000034146178,"threshold_uncertainty_score":0.5159942},"labels":[],"label_agreement":null},{"id":"W1990271493","doi":"10.1002/maco.200905323","title":"Effects of coolant chemistry on corrosion of 3003 aluminum alloy in automotive cooling system","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ethylene glycol; Corrosion; Alloy; Materials science; Chloride; Coolant; Pitting corrosion; Electrolyte; Dielectric spectroscopy; Electrochemistry; Inorganic chemistry; Metallurgy; Chemical engineering; Nuclear chemistry; Chemistry; Electrode","score_opus":0.006350837740582239,"score_gpt":0.2191714144169189,"score_spread":0.21282057667633666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990271493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986037,0.000076019496,0.00020967392,0.000011770768,0.0005532159,0.000365603,0.000063558575,0.00005056245,0.0000659115],"genre_scores_gemma":[0.9997233,0.000043747386,0.0000613935,0.000038563623,0.000040446488,0.00001597875,0.000028108352,0.000012959609,0.000035489516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844545,0.00011412317,0.00058642885,0.00033851684,0.00028649232,0.00022899573],"domain_scores_gemma":[0.9992154,0.00007876072,0.00033406334,0.00019973936,0.00010350367,0.0000685161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040359213,0.000209447,0.0005163651,0.00007322265,0.00006638864,0.00003743684,0.00011891178,0.00015129153,0.0001209682],"category_scores_gemma":[0.000059573307,0.00017072512,0.000046461577,0.00011554987,0.00006443484,0.00010896675,0.000061845356,0.00006588275,0.000010960736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056457124,0.00020421864,0.00008649085,0.0004900453,9.758711e-8,0.00001287418,0.00026457448,0.00002870168,0.9980286,0.00008010651,0.00004964022,0.00019009586],"study_design_scores_gemma":[0.0009316122,0.00051382795,0.0040886905,0.0019439687,0.000022623119,0.000013654953,0.00016266224,0.00011585348,0.99201417,0.000019800042,0.000008187182,0.0001649764],"about_ca_topic_score_codex":0.00005147535,"about_ca_topic_score_gemma":0.0000014918934,"teacher_disagreement_score":0.00601444,"about_ca_system_score_codex":0.00005903077,"about_ca_system_score_gemma":0.000021613427,"threshold_uncertainty_score":0.69619685},"labels":[],"label_agreement":null},{"id":"W1995794867","doi":"10.1002/maco.200805033","title":"Effect of cathodic protection on macrocell currents: A viable method to monitor and control the efficiency of CP?","year":2008,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AS Composite (Canada)","funders":"","keywords":"Cathodic protection; Corrosion; Coating; Materials science; Chloride; Electrical conductor; Composite material; Anode; Macrocell; Forensic engineering; Electrode; Metallurgy; Computer science; Chemistry; Engineering; Telecommunications","score_opus":0.007754869756868154,"score_gpt":0.23439936690017316,"score_spread":0.226644497143305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995794867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804475,0.00017000227,0.018349279,0.000014364315,0.00031702247,0.00061859644,0.000028039309,0.00003231725,0.000022903881],"genre_scores_gemma":[0.999751,0.000053876618,0.000086975764,0.000011831345,0.000023380697,0.000052343752,0.0000010791309,0.000009210914,0.0000103485545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992866,0.00016192955,0.00020917067,0.00013459534,0.000102988575,0.00010472549],"domain_scores_gemma":[0.99962085,0.00012392199,0.000045420325,0.00013619752,0.00003011357,0.000043485677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182271,0.00011061066,0.00025291665,0.000038583275,0.000075947944,0.000012098911,0.000050763363,0.000047217076,0.00002417438],"category_scores_gemma":[0.00005556089,0.00006929215,0.000023808376,0.00008004691,0.000036033343,0.000026093234,0.000025979483,0.000044869284,0.0000027158615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002967002,0.000010921756,0.0002474516,0.00025679616,6.626929e-7,3.0027e-7,0.00019151125,0.00012096625,0.99254507,0.000003614409,0.000017387518,0.0063086343],"study_design_scores_gemma":[0.00057665363,0.00072025385,0.0011407647,0.000086354805,0.000015337017,0.0000072017474,0.0000125737915,0.002357248,0.9949047,0.000006834334,0.000102623235,0.00006943959],"about_ca_topic_score_codex":0.00006459479,"about_ca_topic_score_gemma":6.681902e-7,"teacher_disagreement_score":0.019303478,"about_ca_system_score_codex":0.000011405356,"about_ca_system_score_gemma":0.000003503259,"threshold_uncertainty_score":0.28256518},"labels":[],"label_agreement":null},{"id":"W2015327736","doi":"10.1002/maco.200905430","title":"Electrochemical corrosion behavior of X80 pipeline steel in a near‐neutral pH solution","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cathodic protection; Corrosion; Dielectric spectroscopy; Materials science; Polarization (electrochemistry); Electrochemistry; Oxide; Dissolution; Hydroxide; Anaerobic corrosion; X-ray photoelectron spectroscopy; Inorganic chemistry; Anode; Electrode; Metallurgy; Chemistry; Chemical engineering","score_opus":0.013123536969944633,"score_gpt":0.25184846465727595,"score_spread":0.2387249276873313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015327736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965071,0.00010772906,0.0022860598,0.0000971635,0.00047485135,0.0003791585,0.000046003443,0.000063737745,0.000038215625],"genre_scores_gemma":[0.99910027,0.000065208624,0.00045248691,0.0001042345,0.0000699332,0.000033856115,0.00008711572,0.00001487947,0.00007199307],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982578,0.00009537211,0.0006228826,0.00040868332,0.00024626523,0.00036896643],"domain_scores_gemma":[0.99938464,0.00002102257,0.00019534447,0.00022345914,0.00008024225,0.000095275085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818472,0.00022656759,0.00040280694,0.00009352844,0.00012915784,0.000107668275,0.0001277153,0.00018419491,0.0004197461],"category_scores_gemma":[0.000026207284,0.00019456446,0.000054262873,0.00015682541,0.00009467588,0.00025674794,0.0000733342,0.00010101641,0.000025900823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039658145,0.0003272397,0.00049420143,0.000021712769,2.5211106e-8,0.0000048163492,0.000115790834,0.0000016173341,0.99750787,0.00012068239,0.00014173622,0.00086773816],"study_design_scores_gemma":[0.0008766422,0.0004978927,0.010005509,0.00015551856,0.000026089217,0.000030622443,0.00003013123,0.00017068532,0.9878009,0.00014620466,0.000045270306,0.0002145393],"about_ca_topic_score_codex":0.00006326801,"about_ca_topic_score_gemma":0.000017233462,"teacher_disagreement_score":0.009706963,"about_ca_system_score_codex":0.000056707486,"about_ca_system_score_gemma":0.000034500623,"threshold_uncertainty_score":0.7934109},"labels":[],"label_agreement":null},{"id":"W2056875717","doi":"10.1002/maco.200604043","title":"Effects of Tafel slope, exchange current density and electrode potential on the corrosion of steel in concrete","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Tafel equation; Corrosion; Cathodic protection; Exchange current density; Anode; Cathode; Electrode; Materials science; Metallurgy; Current (fluid); Current density; Electrochemistry; Chemistry; Thermodynamics","score_opus":0.006568892693165925,"score_gpt":0.20559974292334346,"score_spread":0.19903085023017753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056875717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968052,0.0009473494,0.0011148655,0.000017695576,0.00063987845,0.00039632962,0.00001352829,0.000028493569,0.000036695747],"genre_scores_gemma":[0.9988904,0.0009910921,0.000020431313,0.000028623426,0.00003540343,0.000008134877,0.000005908286,0.000013366166,0.0000066450084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990518,0.000079859776,0.00033879868,0.00017937718,0.00015259978,0.0001975355],"domain_scores_gemma":[0.99947995,0.00018604714,0.0000787854,0.00016009867,0.000039824834,0.00005530332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057907525,0.00015417601,0.00030773075,0.00006843848,0.00004517752,0.000018018902,0.00007042371,0.00008422468,0.00003553496],"category_scores_gemma":[0.000060460407,0.00011068233,0.000029026085,0.00009726327,0.000072241346,0.000044491593,0.00008005473,0.00010012065,0.0000014112984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031191707,0.000009320976,0.0006535946,0.00045474165,6.423997e-7,0.0000024434905,0.0001698386,0.000004378323,0.99501365,0.00015306134,0.00006860239,0.0031577912],"study_design_scores_gemma":[0.0006363584,0.00016707038,0.046720933,0.00023955203,0.000014663845,0.0000034589198,0.00003083676,0.00046042766,0.9514354,0.00005840302,0.0001191848,0.0001137274],"about_ca_topic_score_codex":0.000030244775,"about_ca_topic_score_gemma":0.000019805371,"teacher_disagreement_score":0.04606734,"about_ca_system_score_codex":0.000021677008,"about_ca_system_score_gemma":0.0000067244437,"threshold_uncertainty_score":0.45134947},"labels":[],"label_agreement":null},{"id":"W2057423728","doi":"10.1002/maco.200604010","title":"A practical method for calculating the corrosion rate of uniformly depassivated reinforcing bars in concrete","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Corrosion; Polarization (electrochemistry); Anode; Materials science; Service life; Computer science; Structural engineering; Metallurgy; Composite material; Engineering; Electrode","score_opus":0.019716896922954065,"score_gpt":0.29363537920893296,"score_spread":0.27391848228597887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057423728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7891874,0.000038589325,0.20971239,0.00007250497,0.00038825482,0.0004442541,0.000017960414,0.000059808324,0.00007887777],"genre_scores_gemma":[0.9919581,0.000034218418,0.007805423,0.000082093116,0.00003718121,0.000023066057,0.000019738563,0.000023539993,0.000016682718],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987118,0.00009702772,0.00061323674,0.00018725374,0.00010224947,0.00028840336],"domain_scores_gemma":[0.9987321,0.00080641726,0.00011740077,0.00020094839,0.00007333383,0.000069795264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023849453,0.00016564035,0.00032122745,0.000067611174,0.000102010585,0.00005131771,0.00007600844,0.00013210613,0.000043215754],"category_scores_gemma":[0.00041601574,0.00011832808,0.00004725873,0.00016641182,0.00004640267,0.0001238165,0.000066138244,0.00010831812,0.0000013997197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032437118,0.0000018498515,0.00028166664,0.00013365777,9.72698e-7,0.0000027165986,0.00020481295,0.00022800917,0.9958004,0.00095851376,0.00007180778,0.0019912533],"study_design_scores_gemma":[0.00095221604,0.0001256833,0.0031477828,0.00016619854,0.000021751739,0.00001726018,0.00033931583,0.07005955,0.9241844,0.00020267275,0.0005926506,0.00019052989],"about_ca_topic_score_codex":0.00012191103,"about_ca_topic_score_gemma":0.00004187409,"teacher_disagreement_score":0.2027707,"about_ca_system_score_codex":0.000043803204,"about_ca_system_score_gemma":0.000020000547,"threshold_uncertainty_score":0.4825279},"labels":[],"label_agreement":null},{"id":"W2071078721","doi":"10.1002/maco.200905536","title":"Corrosion resistance of Ni‐50Cr HVOF coatings on 310S alloy substrates in a metal dusting atmosphere","year":2010,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Metallurgy; Coating; Thermal spraying; Alloy; Substrate (aquarium); Corrosion; Microstructure; Porosity; Composite material","score_opus":0.007460631727535178,"score_gpt":0.21068355095811836,"score_spread":0.2032229192305832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071078721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983287,0.000060895884,0.000015994206,0.000015570893,0.0011098289,0.00020290329,0.000030339377,0.00012496585,0.000110802495],"genre_scores_gemma":[0.9989434,0.000028155517,0.00070608914,0.000012096824,0.000057085013,0.000023155048,0.00002468903,0.000045696535,0.00015964231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988348,0.000041237945,0.00044191396,0.00025331785,0.00018328392,0.0002454366],"domain_scores_gemma":[0.99950325,0.00006575711,0.000108499844,0.00021571577,0.000046409805,0.00006033581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031457221,0.00022691357,0.00036083948,0.00002883109,0.00007819955,0.000078863035,0.00011812812,0.00020065914,0.00012967363],"category_scores_gemma":[0.000074605414,0.00020386944,0.00002822103,0.00014782559,0.000050933875,0.000109269626,0.000041131287,0.00023594854,0.000008862732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043257118,0.00002894196,0.0039464473,0.0001269491,6.391626e-7,0.0000088007855,0.00035366003,0.0002066791,0.9949476,0.00017765627,0.00012512939,0.000034236797],"study_design_scores_gemma":[0.00038265655,0.00006683659,0.017798021,0.00046930098,0.0000141466035,0.000003392082,0.00008899019,0.00009431357,0.9807594,0.00002306662,0.00008750142,0.00021240421],"about_ca_topic_score_codex":0.00010023322,"about_ca_topic_score_gemma":0.0004919976,"teacher_disagreement_score":0.014188233,"about_ca_system_score_codex":0.00002128414,"about_ca_system_score_gemma":0.000012296978,"threshold_uncertainty_score":0.83135545},"labels":[],"label_agreement":null},{"id":"W2088469029","doi":"10.1002/maco.200905308","title":"Role of second phase particles in pitting corrosion of 3003 Al alloy in NaCl solution","year":2009,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Alloy; Materials science; Scanning electron microscope; Pitting corrosion; Intermetallic; Dissolution; Metallurgy; Phase (matter); Corrosion; Substrate (aquarium); Galvanic cell; Polarization (electrochemistry); Analytical Chemistry (journal); Chemical engineering; Composite material; Chemistry","score_opus":0.006684616883313218,"score_gpt":0.2094568558470516,"score_spread":0.2027722389637384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088469029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989249,0.00064492,0.00007720414,0.000014238935,0.00013381857,0.00013707334,0.000016729573,0.000025104497,0.000026011709],"genre_scores_gemma":[0.99960893,0.00007664162,0.0002508711,0.00002106917,0.00001375984,0.000003916377,0.000008675002,0.000011600858,0.000004511514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920845,0.00003293302,0.0003993215,0.00012014745,0.000075651216,0.00016350119],"domain_scores_gemma":[0.9997885,0.000011589104,0.000068508874,0.000090239686,0.000017950071,0.000023168654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018713465,0.00011041752,0.00024756938,0.00007373117,0.00001773386,0.00001598506,0.000054837037,0.00006976671,0.000057334575],"category_scores_gemma":[0.000014091479,0.00009978623,0.000015419844,0.00007499511,0.000030866264,0.00012336776,0.000027563188,0.000048413698,0.0000011359112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012834925,0.00004115536,0.0008704879,0.00006693887,4.863502e-7,0.0000010872861,0.00077832746,0.00021731983,0.993763,0.000033179414,0.000021108961,0.0040785065],"study_design_scores_gemma":[0.0008513113,0.00014706167,0.0136331,0.00017357593,0.0000039989845,0.000003978521,0.00016494363,0.004197165,0.98041916,0.00025142627,0.000053195916,0.000101065445],"about_ca_topic_score_codex":0.000050568808,"about_ca_topic_score_gemma":0.00005908165,"teacher_disagreement_score":0.013343875,"about_ca_system_score_codex":0.000023462799,"about_ca_system_score_gemma":0.000006311865,"threshold_uncertainty_score":0.40691644},"labels":[],"label_agreement":null},{"id":"W2088890934","doi":"10.1002/maco.200804077","title":"Effect of pre‐oxidation on coke formation and metal dusting of electroplated Ni<sub>3</sub>Al–CeO<sub>2</sub>‐based coatings in CO–H<sub>2</sub>–H<sub>2</sub>O","year":2008,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Natural Resources Canada","funders":"","keywords":"Materials science; Spallation; Electroplating; Coke; Metallurgy; Metal; Coating; Chemical engineering; Composite material; Layer (electronics)","score_opus":0.006355023687926881,"score_gpt":0.20783511481577038,"score_spread":0.2014800911278435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088890934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975919,0.00017886276,0.0004254139,0.00005032062,0.00041573038,0.0010021526,0.00005010155,0.00021301857,0.00007249087],"genre_scores_gemma":[0.9971856,0.00084267237,0.000037365826,0.00013907699,0.000105283485,0.000120303375,0.0014210029,0.00014402911,0.000004676186],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9946352,0.0008526615,0.0016524438,0.0009549056,0.0009899151,0.0009148201],"domain_scores_gemma":[0.99695855,0.00048148786,0.0014119875,0.00057385006,0.00035213045,0.00022197676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016246566,0.0008568719,0.0013949076,0.00074725266,0.00045238473,0.00011023792,0.0002742761,0.00061422656,0.000013712073],"category_scores_gemma":[0.00041808072,0.0008219499,0.00018078479,0.0008434869,0.00023855879,0.00086083653,0.00016958639,0.00039494215,0.000029833109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033394524,0.00020639818,0.00049142883,0.0006985227,0.000037742637,0.000028852395,0.00032697746,0.0006657194,0.98451847,0.000096962714,0.00022411914,0.009365342],"study_design_scores_gemma":[0.0042504002,0.0025434326,0.002704842,0.0007812126,0.00022140382,0.000096041294,0.000039156555,0.0031088148,0.985425,0.000063466396,0.000030537383,0.00073566934],"about_ca_topic_score_codex":0.00036691493,"about_ca_topic_score_gemma":0.00032139433,"teacher_disagreement_score":0.008629672,"about_ca_system_score_codex":0.00035250443,"about_ca_system_score_gemma":0.00014274372,"threshold_uncertainty_score":0.99942315},"labels":[],"label_agreement":null},{"id":"W2095602480","doi":"10.1002/maco.200403827","title":"Using pit solution chemistry for evaluation of metastable pitting stability of austenitic stainless steel","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Supersaturation; Pitting corrosion; Metallurgy; Austenitic stainless steel; Metastability; Electrode; Corrosion; Alloy; Saturation (graph theory); Analytical Chemistry (journal); Materials science; Chemistry; Current density; Thermodynamics; Physics; Physical chemistry; Mathematics","score_opus":0.08087114390625298,"score_gpt":0.32864217235103216,"score_spread":0.24777102844477916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095602480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946464,0.0002118408,0.0040589725,0.000011674761,0.00025822542,0.00059003365,0.00017704628,0.000016982143,0.000028879915],"genre_scores_gemma":[0.9954269,0.000011407371,0.0043616383,0.000006620964,0.000069217494,0.000054858843,0.0000327406,0.000014405094,0.000022196487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981163,0.00019621414,0.00068765495,0.00028500683,0.00048046056,0.00023437549],"domain_scores_gemma":[0.9987676,0.000055849632,0.00044839282,0.00023129133,0.00044992936,0.000046904133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036892728,0.00014489243,0.0003770189,0.00003519041,0.00014507686,0.000047535417,0.000120258715,0.00008061477,0.0013543633],"category_scores_gemma":[0.00012269797,0.00013115525,0.000055651653,0.00007336051,0.000094957795,0.00022254964,0.00010123963,0.000026470043,0.0000017561084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010331504,0.00010458782,0.00025387976,0.00033697614,0.0000014769561,5.658786e-8,0.00013959369,0.00012573555,0.9974782,0.00003730213,0.0000056732424,0.0014131971],"study_design_scores_gemma":[0.00093671,0.00005868563,0.00013659176,0.000101354904,0.00025867415,0.0000023279601,0.00032978688,0.004507244,0.9933278,0.00017423664,0.00003567909,0.00013092626],"about_ca_topic_score_codex":0.00004579848,"about_ca_topic_score_gemma":0.0000036725246,"teacher_disagreement_score":0.0043815086,"about_ca_system_score_codex":0.00006911214,"about_ca_system_score_gemma":0.00007783347,"threshold_uncertainty_score":0.9995585},"labels":[],"label_agreement":null},{"id":"W2099645768","doi":"10.1002/maco.201106319","title":"Epoxy‐coated bars as corrosion control in cracked reinforced concrete","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Epoxy; Corrosion; Materials science; Composite material; Coating; Reinforced concrete; Chloride; Reinforcement; Structural engineering; Metallurgy; Engineering","score_opus":0.007894654636769272,"score_gpt":0.20983248229542692,"score_spread":0.20193782765865764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099645768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956009,0.00052692764,0.0008063166,0.000049574905,0.0016841188,0.00045237184,0.000039789735,0.0002813769,0.0005586293],"genre_scores_gemma":[0.9990191,0.00022560997,0.00004448547,0.00029071342,0.00011507157,0.00003255027,0.00005291218,0.0000405017,0.00017907155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844676,0.00010712248,0.0005265171,0.00023673558,0.0001842454,0.0004986296],"domain_scores_gemma":[0.99925697,0.000104863546,0.00006913688,0.00028925715,0.000043424392,0.00023637501],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052816357,0.00028085956,0.00044596317,0.00009687579,0.00009293431,0.000095415926,0.00010952841,0.00021152229,0.00095671095],"category_scores_gemma":[0.00010298517,0.0002509078,0.00006225486,0.00014551735,0.000060126124,0.00031811386,0.00006945135,0.0001346491,0.0001719975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019154328,0.000001846306,0.0027769625,0.000068386165,0.0000011424939,0.0000039028655,0.00027695482,0.00007621373,0.99570423,0.00027608103,0.00029904515,0.00032367528],"study_design_scores_gemma":[0.004185698,0.0002080112,0.017340237,0.00026795565,0.000051024377,0.000055507866,0.00028241597,0.016502649,0.9555591,0.000064782325,0.0046252254,0.0008574294],"about_ca_topic_score_codex":0.00009790906,"about_ca_topic_score_gemma":0.0000054410716,"teacher_disagreement_score":0.04014518,"about_ca_system_score_codex":0.000066897475,"about_ca_system_score_gemma":0.000014005904,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W2107780440","doi":"10.1002/maco.200604035","title":"Corrosion resistance of hot‐dipped zinc and zinc alloy coated sheet steels under offshore atmospheric environment","year":2007,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Corrosion; Zinc; Metallurgy; Alloy; Materials science; Coating; Aluminium; Submarine pipeline; Seawater; Salt (chemistry); Composite material; Chemistry; Engineering; Geology","score_opus":0.01296557047579063,"score_gpt":0.2305982776542565,"score_spread":0.21763270717846586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107780440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942413,0.0003648398,0.0038711638,0.0000665685,0.00066351256,0.0004641653,0.00013168922,0.00007402278,0.0001227376],"genre_scores_gemma":[0.9976068,0.00050362217,0.0008755309,0.00012677393,0.000062205676,0.0000196696,0.00007599655,0.00003761846,0.0006917904],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99767655,0.00013038058,0.0007397304,0.00059245527,0.00044243262,0.0004184416],"domain_scores_gemma":[0.99898505,0.000073786105,0.00035092188,0.00034376307,0.00006701903,0.00017944493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009087257,0.00032547343,0.00050075806,0.000033805776,0.00027153947,0.00012740942,0.00014331189,0.00020861739,0.0013708533],"category_scores_gemma":[0.000018630273,0.000270116,0.000048499212,0.000115148825,0.00026173014,0.0002525646,0.0002470772,0.00007796114,0.000037614627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008216403,0.0001225927,0.00081096136,0.00008702472,3.4142414e-7,0.000007998294,0.00018409386,0.000011992684,0.99704045,0.00034310677,0.00036566608,0.00020411931],"study_design_scores_gemma":[0.00090182957,0.00029845632,0.015158964,0.00022981058,0.00004761729,0.000015630254,0.00027574145,0.000025458436,0.9816373,0.00015579505,0.00093034847,0.00032303177],"about_ca_topic_score_codex":0.00006494186,"about_ca_topic_score_gemma":0.00005214761,"teacher_disagreement_score":0.015403147,"about_ca_system_score_codex":0.000069157984,"about_ca_system_score_gemma":0.0000209328,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W2123667957","doi":"10.1002/maco.200503870","title":"Evaluation of aluminide diffusion coatings for thermal cyclic oxidation protection of a nickel-base superalloy","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Aluminide; Superalloy; Metallurgy; Silicon; Diffusion; Silicon monoxide; Nickel aluminide; Aluminium; Coating; Alloy; Nickel; Evaporation; Intermetallic; Diffusion barrier; Composite material; Layer (electronics)","score_opus":0.02248531796767315,"score_gpt":0.2481423814525887,"score_spread":0.22565706348491557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123667957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975769,0.00003971882,0.001234951,0.000023910263,0.0002592078,0.0007785056,0.000024165938,0.000056957415,0.000005711587],"genre_scores_gemma":[0.9988873,0.000013425458,0.0007587363,0.000004212852,0.00008460989,0.00015573608,0.000058872676,0.000024436287,0.000012650063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990916,0.00007565714,0.00034637557,0.000130749,0.00025122505,0.00010436796],"domain_scores_gemma":[0.9995447,0.000021735845,0.00010351066,0.00011878516,0.00018653955,0.000024748608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075192377,0.00011314419,0.00018476187,0.00006409929,0.000053880965,0.000021864285,0.00004354882,0.00010076585,0.000055647073],"category_scores_gemma":[0.00007764215,0.000101829246,0.000028199718,0.000060001934,0.000021895094,0.00012623335,0.000016391265,0.00003481949,0.000001626305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038882605,0.00003314248,0.00013756234,0.00011373265,0.0000015955309,3.251755e-8,0.0004231134,0.0014273238,0.994096,0.000014148317,0.000016870528,0.003697609],"study_design_scores_gemma":[0.0007640149,0.00012496609,0.0048368745,0.00013646572,0.000075055534,0.0000013034825,0.000039492967,0.005271409,0.98860985,0.000013623752,0.000027687081,0.00009923367],"about_ca_topic_score_codex":0.00003647077,"about_ca_topic_score_gemma":0.000016062431,"teacher_disagreement_score":0.0054861135,"about_ca_system_score_codex":0.000044709817,"about_ca_system_score_gemma":0.000015400294,"threshold_uncertainty_score":0.41524762},"labels":[],"label_agreement":null},{"id":"W2124107786","doi":"10.1002/maco.201508349","title":"The stability of aluminum‐manganese intermetallic phases under the microgalvanic coupling conditions anticipated in magnesium alloys","year":2015,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intermetallic; Materials science; Alloy; Corrosion; Manganese; Metallurgy; Cathodic protection; Electrochemistry; Magnesium; Aluminium; Polarization (electrochemistry); Electrode; Chemistry; Physical chemistry","score_opus":0.040940620194514096,"score_gpt":0.2733406533815638,"score_spread":0.23240003318704971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124107786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99783856,0.0003214903,0.000057733534,0.0008742254,0.00033326438,0.0004234791,0.00007111161,0.00002882546,0.000051318624],"genre_scores_gemma":[0.99951726,0.00006336427,0.000031083746,0.00010850733,0.000039572627,0.00010402191,0.000020440877,0.000012235589,0.000103536506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879515,0.00012034834,0.00043929694,0.00023964296,0.00016792584,0.00023760952],"domain_scores_gemma":[0.99916,0.0001289626,0.00016356386,0.0003663513,0.00012110126,0.00006004571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009754448,0.00013894247,0.00021560946,0.000024975778,0.00027148967,0.00017576465,0.0002778327,0.000052155192,0.00041116457],"category_scores_gemma":[0.000057454035,0.00007471697,0.000028762921,0.00011855145,0.00037118813,0.00011568271,0.00017812263,0.000051346833,0.000023107326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009282144,0.000080489786,0.0002043604,0.000033239354,8.5428127e-7,6.7185556e-7,0.0002757484,0.000024061565,0.9984193,0.00074681995,0.00009018193,0.000031446336],"study_design_scores_gemma":[0.0005170287,0.0001234127,0.003240579,0.000029001678,0.000031182535,0.000008525609,0.0023937363,0.00034543267,0.9919709,0.0005842902,0.0006233892,0.00013255137],"about_ca_topic_score_codex":0.00083545584,"about_ca_topic_score_gemma":0.00032978487,"teacher_disagreement_score":0.0064484347,"about_ca_system_score_codex":0.000026947131,"about_ca_system_score_gemma":0.000051481493,"threshold_uncertainty_score":0.45019636},"labels":[],"label_agreement":null},{"id":"W2132028032","doi":"10.1002/maco.200403847","title":"On-line corrosion and corrosion-wear monitoring using a modified electrochemical noise technique","year":2005,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Electrochemical noise; Corrosion; Materials science; Pitting corrosion; Metallurgy; Carbon steel; Microelectrode; Electrode; Electrochemistry; Layer (electronics); Ammeter; Composite material; Voltage; Chemistry","score_opus":0.01989298600282942,"score_gpt":0.255671827963738,"score_spread":0.2357788419609086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132028032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9111428,0.00014692175,0.08711299,0.000014262131,0.00024397156,0.0004111658,0.000014458023,0.0007796063,0.00013377143],"genre_scores_gemma":[0.89741623,0.00019675167,0.101993315,0.000023462318,0.00021764531,0.00006261684,0.000009206904,0.00007426468,0.0000064875467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998686,0.000041091902,0.00035393736,0.00037266998,0.00018436936,0.0003618989],"domain_scores_gemma":[0.99945235,0.00008169375,0.00007540136,0.00021747596,0.000047643924,0.00012542239],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023472388,0.00033417158,0.00035177995,0.00012457256,0.00016886892,0.0001229048,0.00012042279,0.00022515765,0.00002402576],"category_scores_gemma":[0.000060389593,0.0003162513,0.000029204757,0.000120275705,0.000067400615,0.00016814798,0.00012993046,0.00020809393,0.000004636743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009551314,0.00002670518,0.00020682505,0.000075259704,0.0000010333673,0.0000042008915,0.000048005142,0.000095632655,0.9985632,0.00039389305,0.000030041003,0.0004597425],"study_design_scores_gemma":[0.00032828795,0.00018458258,0.00017630648,0.0005079179,0.000022430057,0.00011726467,0.000009768265,0.0049337056,0.98776597,0.0055990135,0.000009588827,0.00034514815],"about_ca_topic_score_codex":0.000021083093,"about_ca_topic_score_gemma":7.132523e-7,"teacher_disagreement_score":0.01488032,"about_ca_system_score_codex":0.00011065943,"about_ca_system_score_gemma":0.000011484001,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W2138091624","doi":"10.1002/maco.201307588","title":"Microstructure and bio‐corrosion behavior of Mg–Zn and Mg–Zn–Ca alloys for biomedical applications","year":2014,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microstructure; Eutectic system; Materials science; Ternary operation; Corrosion; Alloy; Scanning electron microscope; Zinc; Metallurgy; Electrochemistry; Oxide; Nuclear chemistry; Analytical Chemistry (journal); Chemistry; Composite material; Physical chemistry; Electrode; Chromatography","score_opus":0.009682715468910424,"score_gpt":0.23558947158804067,"score_spread":0.22590675611913025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138091624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99252605,0.00024866892,0.005181192,0.00034381493,0.00024863365,0.00092944904,0.00044933692,0.000042414464,0.000030438701],"genre_scores_gemma":[0.9954602,0.00019352364,0.0032458245,0.0001357752,0.0001493484,0.00049951917,0.00011834461,0.000023086743,0.0001743581],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872196,0.000049729188,0.0003987189,0.0004507888,0.00014081756,0.00023798157],"domain_scores_gemma":[0.99925864,0.000058701404,0.00017801084,0.00027656084,0.000086104315,0.0001419768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033862758,0.00019563304,0.00032729452,0.000053937736,0.0003351734,0.00016969451,0.00014642409,0.00016066362,0.00025389617],"category_scores_gemma":[0.00002704758,0.0001465559,0.000027520326,0.0000697084,0.0003196222,0.00010097364,0.00020002668,0.000039769642,0.000008472072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071279865,0.00005899841,0.00027285123,0.00023143835,4.848022e-7,1.219163e-7,0.00007749757,1.3661429e-7,0.9938878,0.002003817,0.00033034701,0.0030652657],"study_design_scores_gemma":[0.00087439123,0.00036132836,0.0057941363,0.00006384064,0.00009183795,0.000028264363,0.00010184849,0.00011652519,0.958995,0.0011062773,0.032184396,0.00028218186],"about_ca_topic_score_codex":0.00010200691,"about_ca_topic_score_gemma":0.000011161746,"teacher_disagreement_score":0.03489279,"about_ca_system_score_codex":0.000008178037,"about_ca_system_score_gemma":0.00001685629,"threshold_uncertainty_score":0.5976376},"labels":[],"label_agreement":null},{"id":"W2148729753","doi":"10.1002/maco.201307492","title":"Effect of heat treatment on the microstructure and corrosion behaviour of Mg–Zn alloys","year":2014,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microstructure; Corrosion; Materials science; Metallurgy; Alloy; Phase (matter); Matrix (chemical analysis); Galvanic cell; Composite material; Chemistry","score_opus":0.007802955125058879,"score_gpt":0.22181885718651423,"score_spread":0.21401590206145535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148729753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99885166,0.000091911934,0.00003531302,0.00019260144,0.0002284677,0.00043283097,0.00008663392,0.000015969215,0.000064624764],"genre_scores_gemma":[0.99954444,0.00010267963,0.000057698584,0.000059331815,0.000043010456,0.00005213166,0.000012939628,0.000012494567,0.00011528335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907094,0.00018005472,0.0002535265,0.00023583282,0.00012166578,0.00013799607],"domain_scores_gemma":[0.9994229,0.000110955814,0.00011359948,0.00027705237,0.000030957694,0.000044498574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037774444,0.00016516172,0.00030604753,0.000021357107,0.000162551,0.000058512316,0.000105396815,0.00007065162,0.00029303573],"category_scores_gemma":[0.000019775132,0.00008257852,0.000030818723,0.000034616427,0.00013396046,0.000035283723,0.00008461254,0.000024022582,0.000007335842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025658085,0.000034451998,0.0005826633,0.0000905848,4.6383525e-7,1.6302677e-7,0.00011890035,0.0000028017273,0.9976417,0.0005018235,0.00006993969,0.00069993257],"study_design_scores_gemma":[0.00046475977,0.001803844,0.0038072336,0.00006810375,0.00004175182,0.0000059579843,0.00002781675,0.000047406724,0.9932298,0.000059821257,0.00035587905,0.000087592896],"about_ca_topic_score_codex":0.00034590895,"about_ca_topic_score_gemma":0.000009808574,"teacher_disagreement_score":0.004411862,"about_ca_system_score_codex":0.000010322009,"about_ca_system_score_gemma":0.000006520472,"threshold_uncertainty_score":0.3367454},"labels":[],"label_agreement":null},{"id":"W2153665374","doi":"10.1002/maco.200503900","title":"Hot erosion wear and carburization in petrochemical furnaces","year":2006,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Materials science; Metallurgy; Coating; Microstructure; Alloy; Erosion; Petrochemical; Corrosion; Composite material; Waste management; Engineering","score_opus":0.0036371368515751273,"score_gpt":0.18153845803966706,"score_spread":0.17790132118809193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153665374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992775,0.00017868503,0.00008810078,0.000012703445,0.00026515927,0.000074987765,0.0000073674805,0.000079650184,0.000015871592],"genre_scores_gemma":[0.9995422,0.00012344668,0.00016603207,0.000005247012,0.00007436336,0.000008342607,0.000034881163,0.000016739688,0.000028795694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953693,0.000016150943,0.00014995445,0.00012067981,0.00006579583,0.0001104679],"domain_scores_gemma":[0.99988353,0.000009024025,0.000016337033,0.000058430072,0.000008213272,0.00002444908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006624216,0.000095188334,0.00012011797,0.000044635435,0.00003567625,0.00007794502,0.000025632586,0.00008811632,0.000018983988],"category_scores_gemma":[0.0000048862494,0.00008618868,0.000006059911,0.000055164735,0.000016764468,0.000066278255,0.000023000539,0.00004759513,0.0000023360128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008310273,0.000006823691,0.0039191404,0.000031394906,1.2641216e-7,0.0000023041885,0.00008568605,0.00007901474,0.9957367,0.00003634634,0.00006557384,0.000028562654],"study_design_scores_gemma":[0.0002240573,0.000018850651,0.03390789,0.00008098326,0.000004680768,0.0000059053027,0.000017252882,0.000112765265,0.965398,0.000026507472,0.000096934906,0.000106164014],"about_ca_topic_score_codex":0.00007385839,"about_ca_topic_score_gemma":0.000026342932,"teacher_disagreement_score":0.030338708,"about_ca_system_score_codex":0.000017278911,"about_ca_system_score_gemma":0.0000020950088,"threshold_uncertainty_score":0.35146725},"labels":[],"label_agreement":null},{"id":"W2160553864","doi":"10.1002/maco.201206780","title":"Prescriptive <i>versus</i> performance approaches for durability design – The end of innocence?","year":2012,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Innocence; Field (mathematics); Test (biology); Computer science; Durability; Risk analysis (engineering); Construction engineering; Engineering; Business; Political science; Law; Mathematics","score_opus":0.06316307699239418,"score_gpt":0.21839272197132423,"score_spread":0.15522964497893005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160553864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897117,0.00030254727,0.008273622,0.000028462127,0.0009676389,0.0004919261,0.00003975486,0.00004880736,0.00013553258],"genre_scores_gemma":[0.9992317,0.000094805124,0.00047031563,0.000012742999,0.00006842523,0.00008824837,0.0000075388575,0.000011225532,0.000015030647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999349,0.000055838347,0.00021341578,0.000110184716,0.00008224995,0.000189309],"domain_scores_gemma":[0.99952906,0.00015826528,0.000042100866,0.00019299334,0.00003134373,0.000046234778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061908545,0.000114492716,0.00016966493,0.000014173652,0.00008779967,0.00002477144,0.00008727932,0.000057369092,0.00006623817],"category_scores_gemma":[0.000051765528,0.0000745878,0.000027305117,0.000052089803,0.00010655111,0.00016141406,0.000045005232,0.00003844555,0.000002112658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007029278,0.000027919998,0.0018703475,0.00038453183,0.0000036232805,2.4938476e-8,0.001293962,0.00015774791,0.9850605,0.00046309418,0.00041818267,0.0096171],"study_design_scores_gemma":[0.00051304395,0.00014091696,0.015222629,0.000027684622,0.000024559411,0.000001724627,0.00025717702,0.005165422,0.97723925,0.00008482519,0.0011762562,0.00014651185],"about_ca_topic_score_codex":0.000006063558,"about_ca_topic_score_gemma":0.0000010896584,"teacher_disagreement_score":0.0133522805,"about_ca_system_score_codex":0.000018431265,"about_ca_system_score_gemma":0.000007863056,"threshold_uncertainty_score":0.3041602},"labels":[],"label_agreement":null},{"id":"W2254551484","doi":"10.1002/maco.201508643","title":"Influence of temperature on electrochemical behavior and oxide film property of Alloy 800 in hydrogenated high temperature water","year":2015,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; Atomic Energy of Canada Limited","keywords":"Alloy; X-ray photoelectron spectroscopy; Materials science; Oxide; Dielectric spectroscopy; Corrosion; Scanning electron microscope; Electrochemistry; Polarization (electrochemistry); Chemical engineering; Analytical Chemistry (journal); Metallurgy; Composite material; Chemistry; Electrode; Physical chemistry; Organic chemistry","score_opus":0.009035602181452123,"score_gpt":0.22084868921058942,"score_spread":0.2118130870291373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254551484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993701,0.00003806168,2.801032e-7,0.000051540577,0.0001111422,0.0003412366,0.000057403897,0.000024591072,0.0000056348017],"genre_scores_gemma":[0.99960667,0.000034974895,0.000050817904,0.000069654445,0.000019121195,0.000047787915,0.00006953167,0.000016351421,0.000085070365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986361,0.00009947403,0.00043535684,0.00034041068,0.00025777155,0.00023087098],"domain_scores_gemma":[0.99945843,0.000013082644,0.00010108248,0.00019032786,0.00013896331,0.00009811279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032270254,0.00020033699,0.00037928784,0.00008007989,0.000046407877,0.000055357053,0.00010060355,0.00021474082,0.000103848746],"category_scores_gemma":[0.00003473339,0.00010999018,0.000021285972,0.00008623429,0.0001080506,0.00018193597,0.00010926375,0.00010325292,0.0000069753237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048402406,0.00014905198,0.0010658331,0.0000547559,1.7152148e-7,0.0000067408323,0.00018727736,0.000023783243,0.99791133,0.00001846862,0.0000884587,0.0000100941825],"study_design_scores_gemma":[0.0007971696,0.00043973338,0.0056833667,0.00022756179,0.000017642855,0.000024054512,0.00005102881,0.00000353995,0.9925376,0.00003523033,0.000019402434,0.00016366305],"about_ca_topic_score_codex":0.00016036238,"about_ca_topic_score_gemma":0.000009879193,"teacher_disagreement_score":0.005373734,"about_ca_system_score_codex":0.00002715517,"about_ca_system_score_gemma":0.000028206072,"threshold_uncertainty_score":0.44852692},"labels":[],"label_agreement":null},{"id":"W2280593305","doi":"10.1002/maco.201508680","title":"On the thermochemical hydrogen release rate and activity transport in a supercritical water‐cooled reactor","year":2016,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Atomic Energy of Canada Limited","keywords":"Supercritical fluid; Coolant; Corrosion; Alloy; Hydrogen; Oxide; Passivation; Materials science; Metallurgy; Chemistry; Chemical engineering; Thermodynamics; Composite material; Organic chemistry; Layer (electronics)","score_opus":0.008589883331911111,"score_gpt":0.1891914787123211,"score_spread":0.18060159538040998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280593305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794674,0.000035956815,0.00010006636,0.001540903,0.00007997504,0.00011171256,0.000024135494,0.000065443426,0.00009506666],"genre_scores_gemma":[0.9995878,0.00014066072,0.000003371321,0.00015966406,0.000040102037,0.000034598892,0.0000035572175,0.000019616591,0.000010677251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921703,0.000061699066,0.00015923497,0.00019995871,0.000082642706,0.0002794177],"domain_scores_gemma":[0.99954045,0.00023195581,8.2216314e-7,0.00010999523,0.000013650244,0.000103156395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018750952,0.00015035529,0.00019752467,0.000021472522,0.000043467673,0.000035787754,0.000061118924,0.00009398446,0.0002837512],"category_scores_gemma":[0.00007172003,0.00006593139,0.000018819317,0.000026574024,0.00011915292,0.00010609308,0.000025521635,0.0000711598,0.000022150685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013994606,0.00003262044,0.00012179457,0.00006900844,0.0000014265065,0.00001527006,0.000081071434,1.9002854e-7,0.99818426,0.00087093987,0.000010062515,0.00047339118],"study_design_scores_gemma":[0.00035277265,0.00005202603,0.0013023956,0.00012482711,0.000008923176,0.0000093563785,0.000015045262,0.00006123489,0.99407583,0.0038023195,0.000055393528,0.0001398475],"about_ca_topic_score_codex":0.000017362354,"about_ca_topic_score_gemma":0.0000044510407,"teacher_disagreement_score":0.0041084206,"about_ca_system_score_codex":0.000013322312,"about_ca_system_score_gemma":0.0000032438654,"threshold_uncertainty_score":0.31068766},"labels":[],"label_agreement":null},{"id":"W2338347243","doi":"10.1002/maco.201608925","title":"Effect of grain size and residual stress on the corrosion resistance of friction stir spot welded AZ31B joints","year":2016,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Residual stress; Metallurgy; Corrosion; Galvanic cell; Friction stir welding; Grain size; Welding; Base metal; Polarization (electrochemistry); Microstructure; Spot welding; Composite material","score_opus":0.005675936041340503,"score_gpt":0.21595532376586143,"score_spread":0.21027938772452093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338347243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602664,0.000084205734,0.0032816057,0.00006467701,0.0001491645,0.00019290451,0.00009018613,0.00007450821,0.000036085876],"genre_scores_gemma":[0.99899983,0.00054045254,0.00029581573,0.00000562015,0.000026466303,0.00001706064,0.0000040094965,0.000019010527,0.00009175939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923295,0.000108291555,0.00025348438,0.00015479185,0.00013655653,0.000113925824],"domain_scores_gemma":[0.9992691,0.0003508044,0.00011064414,0.00021686895,0.00002639713,0.000026135043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039022043,0.00013615678,0.00027345432,0.000044360128,0.000057516096,0.000014525789,0.000070484,0.000072730516,0.00003994012],"category_scores_gemma":[0.00013159016,0.00007468634,0.000026073143,0.0000736065,0.000058471884,0.000058869307,0.00004889782,0.000036715497,0.0000011331612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027241156,0.0000070150377,0.00024377512,0.00016035259,0.0000023920645,7.5865626e-7,0.000033941236,0.000022731678,0.9978762,0.00022127222,0.00024485996,0.0009142763],"study_design_scores_gemma":[0.00029559934,0.00024566628,0.0020335824,0.00068316434,0.000030385962,8.0309525e-7,0.000011286605,0.000044270582,0.9960155,0.0004942047,0.00005831338,0.00008721899],"about_ca_topic_score_codex":0.0000140911825,"about_ca_topic_score_gemma":0.000009417827,"teacher_disagreement_score":0.00298579,"about_ca_system_score_codex":0.000019820718,"about_ca_system_score_gemma":0.0000018588798,"threshold_uncertainty_score":0.30456203},"labels":[],"label_agreement":null},{"id":"W2536424383","doi":"10.1002/maco.201609182","title":"Effect of welding flash on the corrosion of friction stir spot welded AZ31B","year":2016,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Materials science; Corrosion; Metallurgy; Anode; Welding; Flash (photography); Microstructure; Spot welding; Galvanic corrosion; Tungsten carbide; Composite material; Electrode; Optics; Chemistry","score_opus":0.006169678841288666,"score_gpt":0.2176163975117033,"score_spread":0.21144671867041465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536424383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662869,0.000028924258,0.033069644,0.000036929483,0.00022347481,0.00013747947,0.000010763582,0.00010815813,0.00009770779],"genre_scores_gemma":[0.99944645,0.00020370168,0.00026648006,0.000005498917,0.000025547164,0.000012335318,0.0000012724231,0.00001507879,0.000023639237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994196,0.000058045647,0.00020956933,0.000105724255,0.00010409745,0.00010294438],"domain_scores_gemma":[0.9995433,0.0001633547,0.00007340582,0.00017956464,0.000019416932,0.000020963162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033684546,0.000103722596,0.00019919378,0.000057223187,0.000046838744,0.000010299415,0.00007267666,0.00005147643,0.00009531071],"category_scores_gemma":[0.000046200355,0.00005478936,0.000036442932,0.00009003348,0.000029369767,0.000065430264,0.00003648077,0.00002627746,0.000005144478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000904536,0.000005550024,0.00031465778,0.000051907307,0.0000017004822,3.149734e-7,0.00001986335,0.00021522607,0.9926331,0.0004936383,0.00007940739,0.0060941726],"study_design_scores_gemma":[0.00019588384,0.00028377553,0.00047321906,0.00025781727,0.000022232292,0.0000012836174,0.000005759007,0.00041277354,0.997918,0.00027324478,0.000089215624,0.000066808105],"about_ca_topic_score_codex":0.000008422132,"about_ca_topic_score_gemma":6.809453e-7,"teacher_disagreement_score":0.033159528,"about_ca_system_score_codex":0.000020267813,"about_ca_system_score_gemma":0.000001161239,"threshold_uncertainty_score":0.22342454},"labels":[],"label_agreement":null},{"id":"W2770653541","doi":"10.1002/maco.201709522","title":"Electromagnetic induction corrosion control technology (EICCT)","year":2017,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto and Region Conservation Authority; Canada Auto Workers","funders":"","keywords":"Passivation; Cathodic protection; Corrosion; Coupling (piping); Current (fluid); Galvanization; Materials science; Metallurgy; Metal; Optoelectronics; Electrical engineering; Composite material; Engineering; Chemistry; Electrode; Anode","score_opus":0.007941921939174815,"score_gpt":0.2191383401664573,"score_spread":0.2111964182272825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770653541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936256,0.000105238614,0.0036699125,0.000090014655,0.00070827594,0.00022822566,0.000010041245,0.0008584541,0.0007042561],"genre_scores_gemma":[0.99056053,0.000111839974,0.009126975,0.000013308058,0.0000892663,0.000046201152,0.000004779016,0.000032942604,0.000014147189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931824,0.000019032079,0.00017554747,0.0001932732,0.000076950324,0.00021697549],"domain_scores_gemma":[0.9994568,0.000013089301,0.00008491838,0.0003680947,0.000038388087,0.000038712573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013503981,0.0001578439,0.00021234807,0.000092380076,0.00029343535,0.00017055053,0.00017811298,0.00017015325,0.000051612235],"category_scores_gemma":[0.000069194,0.00014837479,0.00001466628,0.00003833189,0.0001052408,0.00015895757,0.00007149068,0.00010119628,0.00001533967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019496834,0.0000062838094,0.0014843167,0.000028438502,8.7697106e-7,0.000003248381,0.000009516688,5.2637614e-7,0.9946806,0.0018096858,0.00012389876,0.0018331232],"study_design_scores_gemma":[0.0004795495,0.0002826646,0.024118315,0.00011236014,0.000020511694,0.00007654488,0.00000775758,0.00012020773,0.9287761,0.045664594,0.00011079599,0.00023058285],"about_ca_topic_score_codex":0.000028203389,"about_ca_topic_score_gemma":0.0000042536262,"teacher_disagreement_score":0.065904476,"about_ca_system_score_codex":0.00003615631,"about_ca_system_score_gemma":0.0000058634905,"threshold_uncertainty_score":0.60505486},"labels":[],"label_agreement":null},{"id":"W2789240892","doi":"10.1002/maco.201709942","title":"Corrosion resistance of chromium‐steel and stainless steel reinforcement in concrete","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Corrosion; Metallurgy; Chromium; Reinforcement; Mortar; Service life; Alloy; Composite material","score_opus":0.00952798510463996,"score_gpt":0.21470955309606748,"score_spread":0.20518156799142753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789240892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744254,0.00045658418,0.00052505574,0.000024287023,0.00054904167,0.0003029415,0.00003914366,0.000062496765,0.00059788424],"genre_scores_gemma":[0.9990692,0.00042355488,0.00013425712,0.000046261,0.00005118017,0.000017535343,0.000013887377,0.000019574247,0.00022451668],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988746,0.000050901956,0.00045882544,0.00024586954,0.00014833588,0.00022146675],"domain_scores_gemma":[0.99947524,0.000048658403,0.00007690964,0.00024954384,0.000067295805,0.0000823252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035520867,0.00017984306,0.00034826732,0.000072024566,0.00006823115,0.00005004963,0.00008109476,0.000105515726,0.00019818817],"category_scores_gemma":[0.000033199205,0.00016219553,0.000020000101,0.000103887214,0.00015527822,0.000114485774,0.00010645242,0.00005893851,0.0000057602883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025480264,0.000002421832,0.00069712143,0.00030077648,6.109943e-7,0.0000017524409,0.00040001416,0.000011320898,0.99734575,0.000381067,0.00028044783,0.00032391856],"study_design_scores_gemma":[0.0013991891,0.00022756937,0.013937066,0.00046458645,0.000012708969,0.0000038930734,0.00027790605,0.002639502,0.97760797,0.000117321375,0.0030154574,0.00029680578],"about_ca_topic_score_codex":0.000039049773,"about_ca_topic_score_gemma":0.000081883765,"teacher_disagreement_score":0.019737752,"about_ca_system_score_codex":0.00004272334,"about_ca_system_score_gemma":0.000013596054,"threshold_uncertainty_score":0.66141415},"labels":[],"label_agreement":null},{"id":"W2793157932","doi":"10.1002/maco.201709925","title":"Effect of retrogression and re‐aging (RRA) heat treatment on the corrosion behavior of B206 aluminum–copper casting alloy","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Dielectric spectroscopy; Microstructure; Metallurgy; Alloy; Copper; Seawater; Artificial seawater; Electrochemistry; Aluminium; Immersion (mathematics); Composite material; Electrode; Chemistry","score_opus":0.011305557298812535,"score_gpt":0.2312762964892265,"score_spread":0.219970739190414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793157932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983602,0.0005108076,0.0000116991605,0.000020014499,0.0005795091,0.00039150775,0.000027563672,0.000049848557,0.00004886073],"genre_scores_gemma":[0.9995371,0.00018202541,0.00007031019,0.0000117879945,0.0000947979,0.000030099218,0.000008691231,0.000036412883,0.00002873596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906754,0.00010570646,0.00029295913,0.0002040651,0.00014166777,0.0001880659],"domain_scores_gemma":[0.9995402,0.00009094889,0.00006975543,0.00022085215,0.000036867455,0.000041375355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028154458,0.00023087839,0.00034797224,0.000048483373,0.00014493213,0.00004252363,0.00007371758,0.000097045384,0.000068275316],"category_scores_gemma":[0.00002453549,0.00012979929,0.00003313547,0.000051709434,0.00017447013,0.000063463194,0.000081137085,0.000050710358,0.0000030762933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021348888,0.00001241221,0.0029190204,0.0001533298,0.0000031804657,0.0000021929168,0.00061851577,0.000011459037,0.9919258,0.0000045722622,0.000079154386,0.0040568816],"study_design_scores_gemma":[0.00047551972,0.001720088,0.0018443231,0.00057926984,0.00006597081,0.00002102953,0.00008305009,0.00044110898,0.99456966,0.0000031232696,0.00006953074,0.00012729736],"about_ca_topic_score_codex":0.000082520106,"about_ca_topic_score_gemma":0.000010227046,"teacher_disagreement_score":0.0039295843,"about_ca_system_score_codex":0.00003789186,"about_ca_system_score_gemma":0.000004839872,"threshold_uncertainty_score":0.5293061},"labels":[],"label_agreement":null},{"id":"W2883789068","doi":"10.1002/maco.201810263","title":"A critical examination of corrosion rate measurement techniques applied to reinforcing steel in concrete","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Giatec Scientific (Canada)","funders":"","keywords":"Corrosion; Materials science; Rebar; Dielectric spectroscopy; Chloride; Composite material; Concrete cover; Metallurgy; Electrochemistry; Electrode; Chemistry","score_opus":0.01850286126275883,"score_gpt":0.2372242966634719,"score_spread":0.21872143540071307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883789068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98822,0.000031220818,0.009596641,0.000031004558,0.00041712893,0.00043519324,0.000013000373,0.00013986172,0.0011159505],"genre_scores_gemma":[0.9991396,0.000029210323,0.0006127186,0.00006876236,0.00005787939,0.000058478316,0.0000053739523,0.000018569366,0.000009397901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99889326,0.00006817546,0.00042750183,0.00021440614,0.00020156267,0.00019508248],"domain_scores_gemma":[0.999467,0.00005675857,0.000038162696,0.00019474824,0.00016227168,0.000081062295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130635,0.00015185332,0.0002825591,0.000116814816,0.000053496224,0.000051934476,0.000076228695,0.00010013692,0.00011603694],"category_scores_gemma":[0.00018181848,0.00014082063,0.000017961745,0.00014110006,0.00006848336,0.0000946331,0.00008022317,0.000053470114,0.000011602988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118558746,0.0000028155694,0.00004219217,0.00014311532,2.666645e-7,5.9085073e-7,0.0003371269,0.0000048572824,0.9920065,0.000433633,0.00006218066,0.0068481904],"study_design_scores_gemma":[0.00027339536,0.00023104736,0.005562471,0.0002780957,0.0000067735605,0.000001527173,0.00009694319,0.0009087672,0.9920479,0.00006519588,0.00036390236,0.00016395468],"about_ca_topic_score_codex":0.000019681524,"about_ca_topic_score_gemma":0.00001834101,"teacher_disagreement_score":0.010919612,"about_ca_system_score_codex":0.00007554284,"about_ca_system_score_gemma":0.000011384088,"threshold_uncertainty_score":0.57424986},"labels":[],"label_agreement":null},{"id":"W2890544336","doi":"10.1002/maco.201810293","title":"Corrosion and corrosion fatigue performances of micro‐arc oxidation coating on AZ31B cast magnesium alloy","year":2018,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Coating; Corrosion; Metallurgy; Micro arc oxidation; Microstructure; Corrosion fatigue; Magnesium alloy; Alloy; Composite material; Conversion coating","score_opus":0.022987219363484513,"score_gpt":0.2473350019637693,"score_spread":0.2243477826002848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890544336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974732,0.00010858067,0.0005268117,0.00020292793,0.00079255796,0.0004665728,0.000076371514,0.000065925,0.0002870623],"genre_scores_gemma":[0.99789774,0.00017066833,0.0010402254,0.00016971584,0.00022566707,0.00005250162,0.000055478125,0.000028233475,0.00035974736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982501,0.000101911726,0.0005498341,0.0005036725,0.00028153637,0.00031292252],"domain_scores_gemma":[0.99898595,0.0000524426,0.00035777898,0.00031817198,0.00017989585,0.00010578238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050565606,0.00026513773,0.00035111906,0.00008456506,0.0005757756,0.00021900091,0.00018505416,0.00013118624,0.0008323955],"category_scores_gemma":[0.000038861308,0.0002033856,0.00002826442,0.00011857691,0.0003170267,0.0002841307,0.0002310911,0.000060514154,0.00007316063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028670477,0.00006663738,0.00073342514,0.00021587338,2.5378995e-7,6.1601577e-7,0.000419681,0.000003543054,0.9965696,0.0003527845,0.00024766804,0.0011032486],"study_design_scores_gemma":[0.000506641,0.00088866224,0.0038857812,0.00018593404,0.00002699054,0.000017072034,0.0003286233,0.0004221912,0.9927628,0.00006713666,0.00065217173,0.0002560111],"about_ca_topic_score_codex":0.00028878907,"about_ca_topic_score_gemma":0.000041111853,"teacher_disagreement_score":0.0038067794,"about_ca_system_score_codex":0.000022480071,"about_ca_system_score_gemma":0.00002574213,"threshold_uncertainty_score":0.9114147},"labels":[],"label_agreement":null},{"id":"W2970269062","doi":"10.1002/maco.201911082","title":"Hydrogen evolution and corrosion behavior of zirconium tubing in sub‐ and supercritical water","year":2019,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Zirconium alloy; Zirconium; Hydrogen; Supercritical fluid; Cladding (metalworking); Corrosion; Materials science; Coolant; Oxygen; Chemical engineering; Metallurgy; Chemistry; Thermodynamics","score_opus":0.00625906127437918,"score_gpt":0.1935565858425973,"score_spread":0.18729752456821813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970269062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987417,0.0005714778,0.00013830961,0.000043447853,0.00023314363,0.00017570521,0.000022493321,0.000034844983,0.000038905047],"genre_scores_gemma":[0.9996226,0.00023595206,0.000033106324,0.000022991011,0.000024171646,0.00001894146,0.000017576642,0.000018627368,0.000006071009],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991502,0.000028961407,0.00026280218,0.0002049052,0.00009690201,0.00025621353],"domain_scores_gemma":[0.999767,0.000038787053,0.0000015408291,0.00007938757,0.000027980921,0.00008532452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013749226,0.00013935608,0.00027208886,0.000059942322,0.000034220855,0.000053328375,0.00003660742,0.000119759345,0.00009007487],"category_scores_gemma":[0.000014460333,0.00010467092,0.000013327596,0.000035640984,0.00008443693,0.00020530737,0.00007952808,0.0000660831,0.000013202618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029365901,0.000025855217,0.013169434,0.00044092964,4.7904996e-7,0.0000042582274,0.00012454721,0.0000020445066,0.9857217,0.00033468552,0.0000026181704,0.00014405965],"study_design_scores_gemma":[0.00041189347,0.000098383025,0.009418352,0.00015941655,0.000018223367,0.000032902928,0.00010900616,0.00041868605,0.98867506,0.0004775958,0.00002093125,0.00015952597],"about_ca_topic_score_codex":0.00005042362,"about_ca_topic_score_gemma":0.000008023329,"teacher_disagreement_score":0.0037510819,"about_ca_system_score_codex":0.000014654379,"about_ca_system_score_gemma":0.0000030185306,"threshold_uncertainty_score":0.42683563},"labels":[],"label_agreement":null},{"id":"W2994652276","doi":"10.1002/maco.201911335","title":"Investigation of micro‐electrochemical activities of oxide inclusions and microphases in duplex stainless steel and the implication on pitting corrosion","year":2019,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Materials science; Pitting corrosion; Corrosion; Metallurgy; Oxide; Electrochemistry; Inclusion (mineral); Crevice corrosion; Dual-phase steel; Phase (matter); Duplex (building); Microstructure; Electrode; Chemistry; Mineralogy; Martensite","score_opus":0.010566364007305061,"score_gpt":0.23972597555977943,"score_spread":0.22915961155247436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994652276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895287,0.0002462852,0.000048908707,0.00007417364,0.000111564164,0.0005100825,0.000036085516,0.000011654428,0.000008356063],"genre_scores_gemma":[0.9992672,0.0003010062,0.00025953184,0.00006473875,0.000013673971,0.000031821393,0.000019903218,0.0000125511715,0.000029552528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986349,0.0002113975,0.00049130997,0.00029448862,0.00019625624,0.000171644],"domain_scores_gemma":[0.99915713,0.00022839913,0.000332334,0.00019518677,0.00004599441,0.000040925708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008230873,0.00015630455,0.0003874265,0.00009083824,0.00012340308,0.00005884547,0.00011110286,0.0000870515,0.000058821995],"category_scores_gemma":[0.000046587716,0.00010974443,0.000023753324,0.000097798744,0.00029805014,0.00013087393,0.0002497782,0.000063614156,0.0000016198319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044540872,0.00002946022,0.0066744704,0.00011517692,4.6442133e-7,2.310349e-7,0.0005596007,0.0000013517023,0.9914314,0.0005575239,0.0000057696802,0.00017910355],"study_design_scores_gemma":[0.0012326147,0.00014640164,0.009123432,0.00026170188,0.0000231231,0.00000624896,0.0005002139,0.000041042276,0.98815477,0.00038855083,0.0000075738362,0.00011435495],"about_ca_topic_score_codex":0.00010656229,"about_ca_topic_score_gemma":0.000007695455,"teacher_disagreement_score":0.0032766971,"about_ca_system_score_codex":0.000018622086,"about_ca_system_score_gemma":0.000022253578,"threshold_uncertainty_score":0.44752482},"labels":[],"label_agreement":null},{"id":"W2995057276","doi":"10.1002/maco.201911384","title":"Characterization of the corrosion performances of as‐cast Mg–Al and Mg–Zn magnesium alloys with microarc oxidation coatings","year":2019,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Metallurgy; Microstructure; Coating; Alloy; Magnesium; Magnesium alloy; Salt spray test; Electrolyte; Plasma electrolytic oxidation; Electrochemistry; Composite material; Electrode; Chemistry","score_opus":0.00549244595734346,"score_gpt":0.18781869693933595,"score_spread":0.18232625098199248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995057276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852103,0.000028902059,0.00013226586,0.0002799915,0.00028100758,0.0005315609,0.0000526093,0.000018182081,0.00015442744],"genre_scores_gemma":[0.9989399,0.00008851087,0.00021045003,0.00012944927,0.000028910094,0.000030004343,0.000038611575,0.000014857135,0.0005193486],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897844,0.00006034356,0.00034461645,0.00025914202,0.0002109068,0.00014654128],"domain_scores_gemma":[0.99919474,0.000017077076,0.00039272459,0.00023587515,0.00012422192,0.000035356345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026058964,0.0001450545,0.00023991086,0.000032968746,0.00015678522,0.00009439128,0.00014458741,0.000059985472,0.0004933297],"category_scores_gemma":[0.000009562835,0.00008694976,0.000017692308,0.00009400911,0.00015167607,0.0002640886,0.00015145072,0.00003360348,0.000016883341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022329685,0.00003461446,0.0037866347,0.0002761267,3.1578634e-7,7.56632e-8,0.00029080955,0.0000018159515,0.9947845,0.00036979272,0.000011052835,0.00022101971],"study_design_scores_gemma":[0.00040573895,0.0003061585,0.030571539,0.00011902895,0.000021294736,0.000011680876,0.0001801347,0.00009626269,0.9676784,0.000021377058,0.00046856064,0.00011978755],"about_ca_topic_score_codex":0.00017181905,"about_ca_topic_score_gemma":0.000010196648,"teacher_disagreement_score":0.027106008,"about_ca_system_score_codex":0.000008066813,"about_ca_system_score_gemma":0.000027350865,"threshold_uncertainty_score":0.54016143},"labels":[],"label_agreement":null},{"id":"W3000650272","doi":"10.1002/maco.201911221","title":"Corrosion behavior of austenitic 304L and 316LN stainless steel clad reinforcing bars in cracked concrete","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rebar; Materials science; Corrosion; Austenitic stainless steel; Metallurgy; Carbon steel; Chloride; Composite material; Brine","score_opus":0.015020955705490066,"score_gpt":0.2129288263559587,"score_spread":0.19790787065046864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000650272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982151,0.00023911361,0.0004544252,0.000057210458,0.00034582222,0.00043280437,0.00006813607,0.00010471777,0.000082714985],"genre_scores_gemma":[0.9993678,0.0002706256,0.00012197175,0.000096202544,0.000034562967,0.000030488147,0.00002797146,0.000029323823,0.000021109001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987028,0.000066709516,0.0005467001,0.00027970265,0.00015784893,0.0002462341],"domain_scores_gemma":[0.9994526,0.000074597636,0.000078693614,0.00017623241,0.000050972263,0.00016690181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021749237,0.00022061117,0.00046625463,0.0000628645,0.00006021856,0.00007447012,0.00009042225,0.00014599293,0.0001712469],"category_scores_gemma":[0.000066124296,0.00020616729,0.00003356561,0.00012912939,0.000085236534,0.00016415722,0.00013206531,0.00012162041,0.0000053560257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015847813,0.0000028283823,0.0028098384,0.00041322602,6.0504556e-7,0.00001176924,0.00065582554,0.000057627673,0.9941381,0.00007365769,0.00004612253,0.0016319111],"study_design_scores_gemma":[0.00269737,0.0005061176,0.031473197,0.00047835382,0.0000749188,0.000022096701,0.0014093949,0.014876793,0.947342,0.000045930607,0.00045471653,0.00061915215],"about_ca_topic_score_codex":0.00005517772,"about_ca_topic_score_gemma":0.000009173967,"teacher_disagreement_score":0.04679615,"about_ca_system_score_codex":0.00003088809,"about_ca_system_score_gemma":0.000016064263,"threshold_uncertainty_score":0.8407258},"labels":[],"label_agreement":null},{"id":"W3033078713","doi":"10.1002/maco.202011710","title":"The nature of the copper sulfide film grown on copper in aqueous sulfide and chloride solutions","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Nuclear Waste Management Organization","keywords":"Copper; Chalcocite; Sulfide; Copper sulfide; Aqueous solution; Chloride; Electrochemistry; Inorganic chemistry; Corrosion; Chemistry; Materials science; Metallurgy; Electrode; Chalcopyrite","score_opus":0.015800544687167583,"score_gpt":0.23218278410806942,"score_spread":0.21638223942090185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033078713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546164,0.00030022612,0.000013826079,0.0027827502,0.0008816099,0.0003097162,0.00012546383,0.000025469506,0.000099296965],"genre_scores_gemma":[0.99860567,0.0003095686,0.000012039599,0.00085884734,0.00007990236,0.000027631508,0.000009358935,0.000013616211,0.000083360384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987503,0.00013837562,0.00034374837,0.0002898446,0.00023521224,0.00024250284],"domain_scores_gemma":[0.9994147,0.00011014737,0.00012860807,0.00022678092,0.00004725081,0.00007255308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036961053,0.00015911683,0.00022295918,0.000024585539,0.00040375636,0.00014529958,0.00017051125,0.000136812,0.00014055952],"category_scores_gemma":[0.00013590381,0.00008608055,0.000037824622,0.00011836515,0.00018201329,0.00011275282,0.00024302698,0.00015110626,0.000017730063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002907436,0.000025971765,0.0004060938,0.000020681355,1.4386677e-7,0.0000018507294,0.00025887237,0.000008439921,0.99568874,0.0006872435,0.0023688285,0.00024236843],"study_design_scores_gemma":[0.0004247292,0.00014895915,0.007466517,0.00012972199,0.0000130070275,0.000010602965,0.00021160977,0.000056628036,0.98968226,0.00022518124,0.0015104247,0.00012038397],"about_ca_topic_score_codex":0.00009197658,"about_ca_topic_score_gemma":0.00010285336,"teacher_disagreement_score":0.007060423,"about_ca_system_score_codex":0.000021891854,"about_ca_system_score_gemma":0.00002701128,"threshold_uncertainty_score":0.35102633},"labels":[],"label_agreement":null},{"id":"W3034790634","doi":"10.1002/maco.202011778","title":"Speciation of copper in high chloride concentrations, in the context of corrosion of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Copper; Chloride; Corrosion; Dissolution; Context (archaeology); Metallurgy; Chemistry; Erosion corrosion of copper water tubes; Environmental chemistry; Materials science; Geology","score_opus":0.020003716304518856,"score_gpt":0.23823877099172636,"score_spread":0.2182350546872075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034790634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984921,0.000052418567,0.0000955867,0.00033298973,0.00038711342,0.0003943802,0.00020654083,0.000007147239,0.000031725154],"genre_scores_gemma":[0.9994817,0.00011872879,0.000034026387,0.00024247602,0.00003423146,0.00001691059,0.000059027123,0.000008177671,0.0000047319204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848825,0.00016574151,0.00072853424,0.00020767795,0.00027192992,0.00013786675],"domain_scores_gemma":[0.99931294,0.000071145434,0.0003517483,0.00014739575,0.00008171401,0.000035067267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042722514,0.00012355311,0.00037905987,0.00005585385,0.000038134287,0.000028370425,0.00012987302,0.00007781837,0.0002836578],"category_scores_gemma":[0.000058832935,0.00008953124,0.00003150276,0.00016858266,0.00011445323,0.00016292484,0.000056026798,0.000049435534,0.0000051065576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047177207,0.000085543645,0.0090551255,0.00008803445,8.030246e-8,0.0000014211744,0.0020592175,0.000014738335,0.98697644,0.000944237,0.00021164163,0.000091736256],"study_design_scores_gemma":[0.0009349884,0.0002826129,0.021284034,0.0002002056,0.000012167414,0.0000017645112,0.0016188951,0.000033191256,0.97545063,0.000037120033,0.000057416113,0.00008698094],"about_ca_topic_score_codex":0.000911764,"about_ca_topic_score_gemma":0.00016528823,"teacher_disagreement_score":0.012228909,"about_ca_system_score_codex":0.00003521849,"about_ca_system_score_gemma":0.000036156267,"threshold_uncertainty_score":0.3650978},"labels":[],"label_agreement":null},{"id":"W3037191982","doi":"10.1002/maco.202011763","title":"An update on the copper corrosion program for the long‐term management of used nuclear fuel in Canada","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"University of Toronto; York University; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; Nuclear Waste Management Organization","keywords":"Corrosion; Spent nuclear fuel; Allowance (engineering); Radioactive waste; Copper; Environmental science; Term (time); Mining engineering; Waste management; Geology; Metallurgy; Engineering; Materials science; Operations management","score_opus":0.023813377895960493,"score_gpt":0.23295042724890502,"score_spread":0.20913704935294453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037191982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640626,0.000081486105,0.000013117245,0.0016267954,0.000639798,0.0010569883,0.00011788554,0.00003190401,0.00002576245],"genre_scores_gemma":[0.9983004,0.00021658922,0.0001341518,0.0011444952,0.00006414216,0.000087118104,0.0000138941705,0.00002892182,0.000010317176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998827,0.00012329874,0.00032597952,0.00027370255,0.000214095,0.00023592856],"domain_scores_gemma":[0.999459,0.000043423075,0.00013413017,0.00027121705,0.000030053294,0.00006214349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037393364,0.00016164288,0.00024547617,0.000011834896,0.00018187289,0.00022792636,0.00033026058,0.00003906588,0.00070884684],"category_scores_gemma":[0.000008167203,0.0000827321,0.000022758173,0.0000566749,0.000073671436,0.000094223426,0.00013944534,0.000038177008,0.000020035595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008436542,0.000046269597,0.00020327368,0.0002615875,0.000001689328,0.0000042029333,0.00035977733,0.000017435434,0.9949192,0.000709723,0.0007000341,0.0019331445],"study_design_scores_gemma":[0.0011032425,0.0010345242,0.025630374,0.00031789285,0.000051071085,0.00000302038,0.0010756813,0.00055686606,0.9645535,0.00010577849,0.005250019,0.0003180648],"about_ca_topic_score_codex":0.022026308,"about_ca_topic_score_gemma":0.012827927,"teacher_disagreement_score":0.030365743,"about_ca_system_score_codex":0.000032141717,"about_ca_system_score_gemma":0.000035217075,"threshold_uncertainty_score":0.9844861},"labels":[],"label_agreement":null},{"id":"W3039624139","doi":"10.1002/maco.202011784","title":"Probabilistic model for pitting of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Pitting corrosion; Corrosion; Copper; Bentonite; Probabilistic logic; Environmental science; Erosion corrosion of copper water tubes; Saturation (graph theory); Monte Carlo method; Materials science; Metallurgy; Geotechnical engineering; Mathematics; Geology; Statistics","score_opus":0.026766256733716836,"score_gpt":0.21693477009351422,"score_spread":0.1901685133597974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039624139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98305565,0.000047682333,0.01616093,0.000093355506,0.00017136749,0.00025434364,0.000080706566,0.000078460944,0.000057500136],"genre_scores_gemma":[0.99925417,0.000015754811,0.00053440634,0.000112055044,0.000028225562,0.000021737229,0.00001022541,0.000014066651,0.000009383569],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952567,0.000008945958,0.00020076304,0.00011835893,0.00004901565,0.000097221906],"domain_scores_gemma":[0.9997839,0.000028180715,0.000026383694,0.00007366932,0.000027250035,0.000060663493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008132615,0.00008104569,0.00017224331,0.000008804723,0.000031135114,0.000021623639,0.000043026244,0.000038092476,0.000028992661],"category_scores_gemma":[0.00005027038,0.00007124904,0.000023422148,0.000025972298,0.00002124401,0.000034274,0.000028710856,0.000019912373,0.0000013772298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000543882,0.000002450583,0.000046453268,0.00046525526,5.758736e-7,1.1277592e-7,0.00039737707,0.002363345,0.99567866,0.00026299426,0.0002669278,0.00046146315],"study_design_scores_gemma":[0.00041353705,0.0000876735,0.000164057,0.000050509032,0.000017450893,8.3737604e-7,0.00007278912,0.69522744,0.30327138,0.00024083223,0.00031085935,0.00014262275],"about_ca_topic_score_codex":0.000006225766,"about_ca_topic_score_gemma":0.000002361472,"teacher_disagreement_score":0.6928641,"about_ca_system_score_codex":0.000012905389,"about_ca_system_score_gemma":0.000008198383,"threshold_uncertainty_score":0.29054514},"labels":[],"label_agreement":null},{"id":"W3039685176","doi":"10.1002/maco.202011770","title":"Modeling microbial sulfate reduction and the consequences for corrosion of copper canisters","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Mackinawite; Corrosion; Sulfate; Dissolution; Sulfide; Siderite; Copper; Organic matter; Gypsum; Chemistry; Sulfate-reducing bacteria; Environmental chemistry; Environmental science; Materials science; Metallurgy; Pyrite; Mineralogy","score_opus":0.03030054627365424,"score_gpt":0.24687249150388307,"score_spread":0.21657194523022882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039685176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991396,0.00012462617,0.005869636,0.0011416995,0.0007424435,0.0005285957,0.00015827734,0.000031504336,0.0000072225325],"genre_scores_gemma":[0.99913853,0.00016344996,0.00029296873,0.00020519171,0.00010117149,0.000040277915,0.00003031843,0.0000128216225,0.0000152492275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896353,0.00010006161,0.00037177806,0.00028756174,0.00012364754,0.00015344477],"domain_scores_gemma":[0.99957305,0.00003494151,0.00013928478,0.00009929725,0.00008802283,0.00006538773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003942349,0.00013940825,0.00029081857,0.000022021693,0.00026582222,0.00013351081,0.00007901508,0.00006965597,0.000082872306],"category_scores_gemma":[0.000041578838,0.000089617526,0.00003885467,0.000046484212,0.00033407434,0.00015148488,0.00008625621,0.000035606576,0.0000035633745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00138919,0.000010399491,0.000008652257,0.000080332145,1.4137106e-7,3.0235864e-7,0.00062349474,0.00006619196,0.9969493,0.00055325136,0.00019228362,0.00012645406],"study_design_scores_gemma":[0.0014470622,0.00019715636,0.000009247136,0.000092766284,0.000043771986,0.000021424168,0.00045969343,0.0020703143,0.99523336,0.00023269403,0.00007305138,0.00011948056],"about_ca_topic_score_codex":0.00022024315,"about_ca_topic_score_gemma":0.0000069465173,"teacher_disagreement_score":0.007742556,"about_ca_system_score_codex":0.000014612779,"about_ca_system_score_gemma":0.000023236338,"threshold_uncertainty_score":0.36544967},"labels":[],"label_agreement":null},{"id":"W3040487373","doi":"10.1002/maco.202011780","title":"The anoxic corrosion behaviour of carbon steel in anoxic alkaline environments simulating a Swiss L/ILW repository environment","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Natural Resources Canada","funders":"","keywords":"Anoxic waters; Corrosion; Cementitious; Carbon steel; Materials science; Metallurgy; Decomposition; Cement; Hydrogen; Carbon fibers; Grout; Environmental science; Environmental chemistry; Chemistry; Composite material","score_opus":0.010459309074777073,"score_gpt":0.1955770350978422,"score_spread":0.18511772602306512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040487373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983813,0.00044883785,0.00024946427,0.00006644706,0.00036655148,0.00034908036,0.000017489969,0.000051097133,0.00006973429],"genre_scores_gemma":[0.9993854,0.00037909238,0.000041842315,0.000042095504,0.000050183146,0.00002434679,0.000014400904,0.000030730644,0.000031888365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985548,0.00010705875,0.0005888443,0.00029456013,0.00021981797,0.00023491334],"domain_scores_gemma":[0.9994139,0.00008001674,0.000114277085,0.00027570286,0.0000063018215,0.000109792825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025493183,0.00021376536,0.00031407012,0.00002861903,0.00010492572,0.000047019596,0.00013079925,0.00011121103,0.000067793066],"category_scores_gemma":[0.00002702328,0.00016992996,0.000042303178,0.00006818885,0.00007124201,0.000073932846,0.00015909766,0.00011042868,0.0000048039115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010538843,0.00002079378,0.0078006247,0.00006532154,8.63707e-7,0.000006124038,0.0004016667,0.0018192587,0.9892733,0.0000052345395,0.000019945173,0.00048145445],"study_design_scores_gemma":[0.0009186787,0.00023451589,0.023912454,0.00010693092,0.00002531473,0.000005639849,0.0005163776,0.040795777,0.9328236,0.000026046542,0.00033619988,0.00029845527],"about_ca_topic_score_codex":0.000042326246,"about_ca_topic_score_gemma":0.0000060258526,"teacher_disagreement_score":0.056449715,"about_ca_system_score_codex":0.00006082399,"about_ca_system_score_gemma":0.0000063116654,"threshold_uncertainty_score":0.6929543},"labels":[],"label_agreement":null},{"id":"W3044964321","doi":"10.1002/maco.202011902","title":"New insights into the stress corrosion cracking of carbon steel in ethanolic media","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Materials science; Scanning electron microscope; Transgranular fracture; Intergranular corrosion; Stress corrosion cracking; Metallurgy; Cracking; Corrosion; Grain boundary; Fracture mechanics; Hydrogen embrittlement; Composite material; Intergranular fracture","score_opus":0.020795615588537406,"score_gpt":0.2424454429378728,"score_spread":0.2216498273493354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044964321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99769825,0.00036159848,0.00031551017,0.00036288478,0.00088357984,0.00026989717,0.00001740821,0.000042709755,0.00004817265],"genre_scores_gemma":[0.9992326,0.0002289923,0.00009678672,0.00019461842,0.00017068264,0.000014886607,0.000023804567,0.000019201916,0.000018408917],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984759,0.00014677507,0.00049670704,0.00035288543,0.00032245903,0.00020528377],"domain_scores_gemma":[0.9993234,0.00008062573,0.00020491947,0.00021548173,0.00005260508,0.00012291087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022635842,0.00019358202,0.00034296658,0.000064374624,0.00010662605,0.00010468785,0.0002078435,0.00012268893,0.00031108077],"category_scores_gemma":[0.000073288946,0.00012766817,0.00003348284,0.00020123411,0.000076425255,0.00017394726,0.00024881941,0.00009549093,0.000015141637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016850018,0.000027627479,0.0009711333,0.00005353131,6.280408e-8,0.0000039803226,0.007471994,0.000012190061,0.98995376,0.00011703033,0.00006847137,0.0011517241],"study_design_scores_gemma":[0.0005720471,0.0001502718,0.004533737,0.00025871582,0.00001547524,0.0000019200613,0.0006821843,0.00010735855,0.9931595,0.00023022947,0.00013275642,0.00015584119],"about_ca_topic_score_codex":0.00063729216,"about_ca_topic_score_gemma":0.00025813884,"teacher_disagreement_score":0.0067898096,"about_ca_system_score_codex":0.000024547562,"about_ca_system_score_gemma":0.000043330147,"threshold_uncertainty_score":0.5206157},"labels":[],"label_agreement":null},{"id":"W3046846996","doi":"10.1002/maco.202011783","title":"The anoxic corrosion behaviour of copper in the presence of chloride and sulphide","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization; Natural Resources Canada","funders":"Nuclear Waste Management Organization","keywords":"Corrosion; Anoxic waters; Chloride; Copper; Groundwater; Erosion corrosion of copper water tubes; Anaerobic corrosion; Hydrogen; Metallurgy; Chemistry; Environmental science; Environmental chemistry; Geology; Materials science","score_opus":0.02047649057703245,"score_gpt":0.24640750053394747,"score_spread":0.225931009956915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046846996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983588,0.00019512905,0.000097972435,0.000607394,0.00031211495,0.00032967885,0.00006970785,0.000012326982,0.000016875045],"genre_scores_gemma":[0.9993521,0.00039663768,0.000020200525,0.00013665299,0.000037301656,0.000025084144,0.000008146799,0.000008923338,0.000014950313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872166,0.00016543055,0.00044442262,0.00023333263,0.0002662734,0.00016890457],"domain_scores_gemma":[0.99933815,0.00015345996,0.00020061851,0.00020160395,0.000056400622,0.000049789105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065722363,0.0001292552,0.00024270041,0.000025082201,0.00016029397,0.00009231332,0.00019895287,0.00006330628,0.00009060575],"category_scores_gemma":[0.000097365395,0.00007030597,0.000026469164,0.00011746726,0.00021434204,0.00015889476,0.00017109573,0.00006038842,0.000004214037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030430531,0.00003425291,0.0031333247,0.000043616816,4.560858e-8,0.0000020085104,0.00097356894,0.0000025694396,0.9948221,0.00019537672,0.00034884058,0.00014000954],"study_design_scores_gemma":[0.00035179444,0.0002776912,0.01412514,0.00010550269,0.000015816417,0.000009526275,0.0008060187,0.00004489503,0.9840051,0.00008810634,0.00008541571,0.00008501721],"about_ca_topic_score_codex":0.00014183475,"about_ca_topic_score_gemma":0.000026515716,"teacher_disagreement_score":0.0109918155,"about_ca_system_score_codex":0.0000063145426,"about_ca_system_score_gemma":0.00001585963,"threshold_uncertainty_score":0.2866994},"labels":[],"label_agreement":null},{"id":"W3082330896","doi":"10.1002/maco.202011707","title":"The kinetics of copper corrosion in nitric acid","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Copper; Nitric acid; Chemistry; Oxygen; Corrosion; Dissolution; Inorganic chemistry; Kinetics; Nitrate; Catalysis; Nuclear chemistry; Metallurgy; Materials science","score_opus":0.019368883136873648,"score_gpt":0.2374447649939356,"score_spread":0.21807588185706195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082330896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976398,0.00026336123,0.0007214641,0.00042842713,0.0005080823,0.00022706097,0.00004990232,0.000027598033,0.00013434647],"genre_scores_gemma":[0.99928087,0.00027156633,0.000072017305,0.0002434532,0.000042433116,0.00001754984,0.00001266421,0.000008493065,0.000050964245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989005,0.000101020465,0.00041168978,0.00022345938,0.00018300388,0.0001803826],"domain_scores_gemma":[0.99954253,0.000055250646,0.00012931268,0.00015403586,0.00005882077,0.00006006943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022453794,0.00012688243,0.00022561017,0.000038187583,0.00010572796,0.00009296747,0.0001403479,0.0000767548,0.00022454807],"category_scores_gemma":[0.00007776697,0.00008214786,0.00002667697,0.00017008778,0.00008874919,0.00009050778,0.0001632975,0.000050663504,0.000026065354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021834936,0.00003722087,0.0004237987,0.00003734751,2.8928765e-8,0.0000013234776,0.000115179966,0.0000030178664,0.9974461,0.0002114391,0.00077749137,0.0007286751],"study_design_scores_gemma":[0.00041588486,0.0001919939,0.0016191053,0.000086952416,0.000009225861,0.0000022401573,0.00011816867,0.00003655963,0.9966393,0.000110494046,0.00067414145,0.00009594373],"about_ca_topic_score_codex":0.000026006604,"about_ca_topic_score_gemma":0.000007704333,"teacher_disagreement_score":0.0016411012,"about_ca_system_score_codex":0.0000148159015,"about_ca_system_score_gemma":0.000013051253,"threshold_uncertainty_score":0.33498925},"labels":[],"label_agreement":null},{"id":"W3082641750","doi":"10.1002/maco.202011777","title":"Investigation of steel corrosion in MX80 bentonite at 120°C","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Bentonite; Transmission electron microscopy; Microstructure; Scanning electron microscope; Corrosion; Magnetite; Metallurgy; Metal; Layer (electronics); Raman spectroscopy; Porosity; Silicate; Composite material; Chemical engineering; Nanotechnology; Optics","score_opus":0.031038040425744276,"score_gpt":0.2349111779425615,"score_spread":0.20387313751681724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082641750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99847376,0.00007700156,0.0002253435,0.00026902405,0.00046982334,0.0002887575,0.000098565295,0.000050805087,0.000046896454],"genre_scores_gemma":[0.99921095,0.00009272148,0.00014134488,0.00031109934,0.000057802983,0.000022497166,0.00008450681,0.000017458999,0.00006161645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998522,0.000124002,0.000522247,0.00036353254,0.0002644283,0.00020379847],"domain_scores_gemma":[0.99940854,0.000030549763,0.00021623603,0.00015389301,0.00005744625,0.00013330628],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002916014,0.00017307342,0.00031913762,0.00006878937,0.00010593844,0.00006736012,0.00010543355,0.000110606736,0.0012285076],"category_scores_gemma":[0.000034100107,0.00014793107,0.000032268566,0.000160892,0.00009263654,0.00025432036,0.00022361295,0.00005227987,0.000085196494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002520515,0.0000177841,0.006796876,0.00008567805,3.881574e-8,0.0000029314301,0.0007405116,0.000007282446,0.99157053,0.000080506994,0.00026994493,0.00017588132],"study_design_scores_gemma":[0.0006463716,0.000252307,0.011096308,0.00016464807,0.000011885768,0.0000046714013,0.00010907044,0.00012315011,0.98717666,0.00009203314,0.00016096458,0.00016195195],"about_ca_topic_score_codex":0.00006841257,"about_ca_topic_score_gemma":0.000022423028,"teacher_disagreement_score":0.004393875,"about_ca_system_score_codex":0.00004347522,"about_ca_system_score_gemma":0.00001934147,"threshold_uncertainty_score":0.9996845},"labels":[],"label_agreement":null},{"id":"W3082699235","doi":"10.1002/maco.202011855","title":"The design of copper‐coating overpack for the high‐level radioactive waste disposal concept in Japan","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Radioactive waste; Corrosion; Waste management; Carbon steel; Coating; Copper; Metallurgy; Spent nuclear fuel; Bentonite; Materials science; Environmental science; Engineering; Composite material; Geotechnical engineering","score_opus":0.06744651677163989,"score_gpt":0.2824998611937035,"score_spread":0.21505334442206364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082699235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938277,0.000081498896,0.0021540646,0.0030310089,0.0003207232,0.000508934,0.000013017112,0.000008729221,0.000054346678],"genre_scores_gemma":[0.9993248,0.00011003271,0.00010668831,0.00016704612,0.00013263225,0.000023317718,0.0000030789229,0.0000035967817,0.00012882084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992792,0.00020988804,0.00015854537,0.00010136928,0.00011557252,0.00013542933],"domain_scores_gemma":[0.9993787,0.00041044844,0.00009772315,0.000045733686,0.000031214237,0.00003622308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052119384,0.000059663318,0.000121876124,0.0000035848257,0.0005168012,0.00008243761,0.000108629916,0.0000364532,0.00008772847],"category_scores_gemma":[0.00022945458,0.000029299246,0.000019938234,0.000056492514,0.00015512719,0.00009316002,0.00003053379,0.000029399436,0.000004400633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003548056,0.000011090374,0.0000846016,0.000011398113,0.0000045857596,2.869355e-7,0.022681355,0.00014334737,0.9518522,0.015945742,0.00024141926,0.008669152],"study_design_scores_gemma":[0.0013570898,0.00047306926,0.007163803,0.00010968619,0.000060189443,9.1579767e-7,0.06374416,0.0017658634,0.9170584,0.0027974327,0.00517579,0.0002935778],"about_ca_topic_score_codex":0.00043161202,"about_ca_topic_score_gemma":0.0001082533,"teacher_disagreement_score":0.041062802,"about_ca_system_score_codex":0.000009371747,"about_ca_system_score_gemma":0.00002372118,"threshold_uncertainty_score":0.3974869},"labels":[],"label_agreement":null},{"id":"W3089335690","doi":"10.1002/maco.202011805","title":"Status report of the Finnish spent fuel geologic repository programme and ongoing corrosion studies","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Spent nuclear fuel; Radioactive waste; Waste management; High-level waste; Containment (computer programming); Corrosion; Bedrock; Engineering; Underground storage; Forensic engineering; Environmental science; Geology; Materials science; Metallurgy; Computer science","score_opus":0.04479137683015688,"score_gpt":0.24909120079110908,"score_spread":0.2042998239609522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089335690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561447,0.0018061503,0.00000797173,0.0005788552,0.0014569248,0.00035131525,0.000023192288,0.00006112798,0.00010001222],"genre_scores_gemma":[0.99836475,0.0007524897,0.0002940909,0.00026022142,0.0001339031,0.00001752325,0.0000043106825,0.000017638109,0.00015509888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984369,0.0001741689,0.00051690487,0.00037522215,0.00021781932,0.0002789694],"domain_scores_gemma":[0.9991919,0.000035344576,0.00035604966,0.00023226759,0.00009037269,0.00009411193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004337489,0.00018148319,0.00040287955,0.000014472148,0.00026155153,0.00020402251,0.00013258109,0.000073406016,0.00014213515],"category_scores_gemma":[0.00017162529,0.000104588806,0.000032453114,0.00005685869,0.00029597254,0.00013048577,0.00058047706,0.000047068454,0.000008771503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018718519,0.000020824626,0.002221883,0.000400849,0.0000018949956,0.000024141227,0.001224724,0.0000019450958,0.99521935,0.000069182286,0.00037070838,0.00025728345],"study_design_scores_gemma":[0.00030046498,0.00034646937,0.00970373,0.00019452245,0.00003564831,0.00010917476,0.0007156358,0.000010593905,0.98439586,0.0002383678,0.0037864055,0.00016311886],"about_ca_topic_score_codex":0.00019443722,"about_ca_topic_score_gemma":0.000007998011,"teacher_disagreement_score":0.010823511,"about_ca_system_score_codex":0.000015284297,"about_ca_system_score_gemma":0.000026963546,"threshold_uncertainty_score":0.42650077},"labels":[],"label_agreement":null},{"id":"W3091195579","doi":"10.1002/maco.202011794","title":"Overview of anaerobic corrosion of carbon steel radioactive waste packages in alkaline media in support of the Belgian supercontainer concept","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Corrosion; Radioactive waste; Carbon steel; Materials science; Waste management; Anoxic waters; Metallurgy; Carbon fibers; Cracking; Environmental science; Engineering; Composite material; Chemistry; Environmental chemistry","score_opus":0.020020715927944684,"score_gpt":0.2224011230198981,"score_spread":0.2023804070919534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091195579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984819,0.00053939346,0.000022576522,0.00010685073,0.00032833483,0.00030843946,0.00015693225,0.00001485515,0.000040686882],"genre_scores_gemma":[0.9992987,0.000535625,0.000027017126,0.00006478306,0.000021617037,0.000007737736,0.0000225372,0.000016958165,0.0000050242925],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987237,0.00013107814,0.00063972705,0.00018573125,0.00016902278,0.00015073933],"domain_scores_gemma":[0.999484,0.000080900914,0.0001173679,0.00021344253,0.00004633823,0.000057945563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002472687,0.00016278941,0.0005797018,0.000057085803,0.000011315168,0.000006501545,0.00013566145,0.00010437304,0.00016027386],"category_scores_gemma":[0.00007949224,0.000120700686,0.00005453254,0.00024759886,0.00010096239,0.00007074788,0.0001103008,0.00009089042,3.770138e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012915234,0.000020173427,0.005492126,0.00038199237,0.0000010411607,0.0000017630223,0.002716085,0.0001483618,0.9907314,0.000058116766,0.00004517805,0.00027457028],"study_design_scores_gemma":[0.0010564711,0.00015074117,0.021892998,0.00027860445,0.00001644428,0.0000013580287,0.00088545587,0.00085992104,0.97464675,0.000021506887,0.00006303632,0.00012673129],"about_ca_topic_score_codex":0.00026825117,"about_ca_topic_score_gemma":0.00028719142,"teacher_disagreement_score":0.016400872,"about_ca_system_score_codex":0.000029464507,"about_ca_system_score_gemma":0.000024228957,"threshold_uncertainty_score":0.49220312},"labels":[],"label_agreement":null},{"id":"W3095322294","doi":"10.1002/maco.202011882","title":"Condensed phase corrosion of P91 and DSS 2205 steels at advanced oxygen‐fired pressurized fluidized bed combustion plants","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Metallurgy; Flue gas; Dissolution; Combustion; High-temperature corrosion; Oxide; Fluidized bed combustion; Porosity; Oxygen; Oxy-fuel; Chemical engineering; Waste management; Composite material; Chemistry","score_opus":0.024358565056010504,"score_gpt":0.2666662526355719,"score_spread":0.24230768757956142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095322294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666595,0.00060006435,0.00017414641,0.000125937,0.00081584306,0.0009190071,0.0005563304,0.00012789112,0.000014815794],"genre_scores_gemma":[0.9980796,0.0005625526,0.0005204802,0.00028722687,0.000071070885,0.000063311585,0.00023479629,0.00004215791,0.00013880577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971352,0.00033903134,0.0009087073,0.0007028683,0.00051282113,0.00040137285],"domain_scores_gemma":[0.998677,0.000098281314,0.0005131921,0.00031230686,0.00011453944,0.00028465744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057980896,0.0003815793,0.0008771936,0.000069339,0.00033988245,0.0001543389,0.00024323835,0.00019028281,0.0019489573],"category_scores_gemma":[0.000083357634,0.00033112147,0.000069646834,0.00011608012,0.00020470367,0.00030938414,0.00040565568,0.000074288466,0.000053544805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003928058,0.00015655557,0.00026574888,0.0001791451,0.0000022175186,0.000012420783,0.0005643256,0.0000036824993,0.9936352,0.000026188158,0.0005017538,0.00072471256],"study_design_scores_gemma":[0.007987478,0.00069503515,0.0001923889,0.00018644024,0.00011057303,0.00001590184,0.00017261099,0.00010959275,0.9895157,0.000045150795,0.0005985226,0.00037060317],"about_ca_topic_score_codex":0.00002309526,"about_ca_topic_score_gemma":0.0000034626178,"teacher_disagreement_score":0.004119489,"about_ca_system_score_codex":0.000025080644,"about_ca_system_score_gemma":0.000026837926,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W3110400285","doi":"10.1002/maco.202011782","title":"The corrosion of mild and stainless steel in alkaline anaerobic conditions representing the Belgian “supercontainer” concept and the Swiss L/ILW repository","year":2020,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Radioactive waste; Cement; Nuclear decommissioning; Materials science; Environmental science; Spent nuclear fuel; Metallurgy; Waste management; High-level waste; Engineering","score_opus":0.009689491595277705,"score_gpt":0.21038129355093454,"score_spread":0.20069180195565683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110400285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949264,0.0024478862,0.00014714089,0.001510584,0.00031259705,0.0005044144,0.00003876183,0.00004614403,0.00006609018],"genre_scores_gemma":[0.9986541,0.0009726061,0.000014605781,0.0001947865,0.00006517554,0.0000354469,0.000011850786,0.00001653982,0.000034863046],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987214,0.00025092447,0.0004669321,0.00023985925,0.00013344253,0.00018741757],"domain_scores_gemma":[0.9991073,0.0004093551,0.00008680501,0.00027346835,0.000048353897,0.00007470911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054693414,0.00016579323,0.00030333412,0.000019856412,0.00040336285,0.00015880402,0.00013927056,0.00007448446,0.000023595498],"category_scores_gemma":[0.00011924978,0.000088000495,0.000034290788,0.00011551076,0.00043884965,0.00009728479,0.00019756686,0.00013988513,5.856263e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018877961,0.0000057072357,0.0013851,0.00008381278,0.0000025136305,0.0000028876477,0.0025864088,0.00008845481,0.9937295,0.001201364,0.00032161598,0.00040388285],"study_design_scores_gemma":[0.009587928,0.00043392633,0.10186432,0.0008294724,0.00020742806,0.00009580413,0.03076413,0.048874937,0.8016526,0.0013679665,0.0033557846,0.00096569885],"about_ca_topic_score_codex":0.00020975794,"about_ca_topic_score_gemma":0.000085559404,"teacher_disagreement_score":0.19207688,"about_ca_system_score_codex":0.000013681903,"about_ca_system_score_gemma":0.0000113462265,"threshold_uncertainty_score":0.3588556},"labels":[],"label_agreement":null},{"id":"W4322503911","doi":"10.1002/maco.202213680","title":"Applying state‐of‐the‐art microscopy techniques to understand the degradation of copper for nuclear waste canisters","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto; Nuclear Waste Management Organization; McMaster University Medical Centre; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization","keywords":"Microscale chemistry; Materials science; Metallurgy; Microstructure; Corrosion; Gas dynamic cold spray; Particle (ecology); Copper; Degradation (telecommunications); Composite material","score_opus":0.012155193043375088,"score_gpt":0.23605943679672903,"score_spread":0.22390424375335394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322503911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977324,0.0000064130986,0.020893604,0.00007850469,0.00032232393,0.0009544522,0.00019394506,0.00021235026,0.000014426358],"genre_scores_gemma":[0.9976199,0.000105049,0.0019218086,0.000071181435,0.00001816773,0.00010554342,0.000032962034,0.000039868293,0.000085485335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994761,0.000017828257,0.00023722766,0.00009196251,0.00007099916,0.00010591448],"domain_scores_gemma":[0.9997111,0.00002084554,0.000076569195,0.00014272059,0.00003158409,0.00001721366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014068658,0.00008995379,0.00014941863,0.00004275862,0.00008038689,0.0000389275,0.00009584266,0.000033960307,0.000008379175],"category_scores_gemma":[0.000011050837,0.00006221686,0.000018425586,0.00010220333,0.0000357619,0.00006748505,0.00006359642,0.000016934942,0.0000016926815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036191585,0.000002378096,0.000004807379,0.00018080034,0.0000014678639,4.8995837e-8,0.00017961007,0.00007335966,0.9974103,0.00016558812,0.00089137,0.0010541027],"study_design_scores_gemma":[0.000065993416,0.000039681163,0.0000843708,0.00012801395,0.0000062535164,7.0434726e-7,0.0001575264,0.00007636242,0.99571115,0.0002794117,0.003380016,0.00007052321],"about_ca_topic_score_codex":0.000007973778,"about_ca_topic_score_gemma":0.0000025658026,"teacher_disagreement_score":0.020295953,"about_ca_system_score_codex":0.000028526143,"about_ca_system_score_gemma":0.0000042382667,"threshold_uncertainty_score":0.25371298},"labels":[],"label_agreement":null},{"id":"W4360616615","doi":"10.1002/maco.202213705","title":"Effect of alloying elements on aqueous corrosion of nickel‐based alloys at high temperatures: A review","year":2023,"lang":"en","type":"review","venue":"Materials and Corrosion","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Nickel; Oxide; Passivity; Alloy; Molybdenum; Tungsten; Engineering","score_opus":0.020004341442487125,"score_gpt":0.2959811091074965,"score_spread":0.27597676766500934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360616615","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09192686,0.90319735,0.000005028148,0.0000031338182,0.0018375261,0.0022012223,0.000570102,0.0002535582,0.00000524731],"genre_scores_gemma":[0.013513517,0.9846724,0.000043227014,0.00002115735,0.00007959663,0.0003026895,0.0010153004,0.00022122054,0.00013083509],"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","domain_scores_codex":[0.99664867,0.00051698677,0.001498535,0.00051663484,0.0004620509,0.000357119],"domain_scores_gemma":[0.9982391,0.00038808445,0.00057913887,0.0006307764,0.000059858874,0.000103016144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009908713,0.00077690516,0.0031334204,0.00022900091,0.00009844214,0.00004890727,0.00030363814,0.00045568845,0.00012771308],"category_scores_gemma":[0.00013583574,0.0005633577,0.00030747184,0.00033844874,0.000047709924,0.000042089516,0.00017025095,0.00027557774,0.00005803963],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067727,0.000039379156,0.000007806294,0.3360573,0.000023031667,0.0000357823,0.000021776152,0.000022508588,0.64915997,0.000009449939,0.0019809399,0.012574293],"study_design_scores_gemma":[0.0009070039,0.0014428706,0.000006856007,0.52400506,0.0020055403,0.000027270948,0.0000015987794,0.000009965706,0.39010346,9.4541934e-7,0.08050237,0.0009870619],"about_ca_topic_score_codex":0.000021129445,"about_ca_topic_score_gemma":0.0000045698125,"teacher_disagreement_score":0.25905654,"about_ca_system_score_codex":0.00015043886,"about_ca_system_score_gemma":0.00004211224,"threshold_uncertainty_score":0.9996818},"labels":[],"label_agreement":null},{"id":"W4360618282","doi":"10.1002/maco.202313763","title":"An overview of the Canadian nuclear waste corrosion program","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; York University; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; Nuclear Waste Management Organization","keywords":"Corrosion; Radioactive waste; Spent nuclear fuel; Allowance (engineering); Work (physics); Environmental science; High-level waste; Waste management; Forensic engineering; Engineering; Metallurgy; Materials science; Operations management","score_opus":0.04454312498888722,"score_gpt":0.30734087271520033,"score_spread":0.2627977477263131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360618282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737424,0.00009167331,0.0000020354103,0.0001231669,0.0015705415,0.0005152955,0.000111180525,0.00013713115,0.00007475385],"genre_scores_gemma":[0.9991287,0.00019825363,0.0001598558,0.0001442565,0.00007139384,0.00004758515,0.000029721934,0.000030834733,0.00018941156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829453,0.0002224192,0.00038913407,0.00033570032,0.00037892684,0.0003792776],"domain_scores_gemma":[0.9990878,0.000017459528,0.0001643416,0.0004818175,0.000067203975,0.00018134045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083090656,0.00017750575,0.00028246426,0.00009169539,0.00056648493,0.00022274107,0.00041359564,0.0001185632,0.0011760814],"category_scores_gemma":[0.000026286541,0.000120162644,0.00005875071,0.00031871148,0.0001479455,0.00017033241,0.0002065243,0.000058544603,0.000110662455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001964166,0.000044631644,0.000745847,0.000049227958,2.5454486e-7,0.00000288328,0.0001389555,0.000003023547,0.9951979,0.0010319452,0.0007725678,0.0019931067],"study_design_scores_gemma":[0.00024087104,0.00020954359,0.0039436035,0.00016389227,0.00003372996,0.0000071219974,0.00017008607,0.000102579266,0.9900861,0.00053225213,0.0043139653,0.00019627034],"about_ca_topic_score_codex":0.005637749,"about_ca_topic_score_gemma":0.00554204,"teacher_disagreement_score":0.0051118303,"about_ca_system_score_codex":0.000032085933,"about_ca_system_score_gemma":0.000064427106,"threshold_uncertainty_score":0.99973696},"labels":[],"label_agreement":null},{"id":"W4362721591","doi":"10.1002/maco.202313770","title":"Radiation‐induced corrosion model for copper‐coated used fuel containers. Part 1. Validation of the bulk radiolysis submodel","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"Nuclear Waste Management Organization","keywords":"Radiolysis; Corrosion; Copper; Dissolution; Spent nuclear fuel; Nuclear engineering; Materials science; Irradiation; Chemistry; Metallurgy; Nuclear physics; Physics; Engineering; Physical chemistry","score_opus":0.04236443824150758,"score_gpt":0.26947109317811463,"score_spread":0.22710665493660703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362721591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925101,0.00002626736,0.0039393147,0.00036842207,0.001505882,0.0009413289,0.00055458705,0.00014631076,0.000007825827],"genre_scores_gemma":[0.9986453,0.00009580666,0.000053702635,0.00008853082,0.00008446038,0.00020026909,0.00043869347,0.000035993173,0.00035724885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816453,0.00014891944,0.0005685386,0.0004293575,0.0003686074,0.00032006626],"domain_scores_gemma":[0.9988777,0.00009258551,0.0003729153,0.00038535334,0.00018824215,0.00008319241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082438893,0.0002376425,0.0004101517,0.000115014314,0.00036294214,0.00013919371,0.00020026053,0.00017386163,0.00039703902],"category_scores_gemma":[0.00010328852,0.00016941923,0.00011505589,0.0002938783,0.0000739732,0.00027968266,0.00014166861,0.00005279032,0.000021487413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022041175,0.000045500074,0.00025400845,0.00007581675,3.9445766e-7,2.8618433e-7,0.0004200168,0.0012398899,0.99542034,0.00017570084,0.0020137115,0.0001339168],"study_design_scores_gemma":[0.001174412,0.00012370563,0.00035760846,0.00009441223,0.00007440205,0.0000029804064,0.00009346456,0.027551342,0.9699092,0.0003025794,0.000103601174,0.00021231944],"about_ca_topic_score_codex":0.000053674376,"about_ca_topic_score_gemma":0.000010040262,"teacher_disagreement_score":0.026311453,"about_ca_system_score_codex":0.000054805234,"about_ca_system_score_gemma":0.000060302325,"threshold_uncertainty_score":0.6908716},"labels":[],"label_agreement":null},{"id":"W4366982939","doi":"10.1002/maco.202313764","title":"Natural and archaeological analogues for corrosion prediction in nuclear waste systems","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"Nuclear Waste Management Organization","keywords":"Corrosion; Radioactive waste; Natural (archaeology); Term (time); Environmental science; Forensic engineering; Engineering; Computer science; Waste management; Risk analysis (engineering); Materials science; Metallurgy; Archaeology; Business; Geography; Physics","score_opus":0.020866269432777675,"score_gpt":0.24727546789517946,"score_spread":0.2264091984624018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366982939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652684,0.00012515242,0.00028294878,0.00008878552,0.0020578206,0.00051513413,0.0002249859,0.00016931159,0.00000901943],"genre_scores_gemma":[0.9990936,0.00020956714,0.00006071403,0.000040943676,0.00013343658,0.00009062113,0.00018938401,0.000018088447,0.00016368054],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987149,0.000099325785,0.0003497644,0.00039334124,0.0001635965,0.00027907646],"domain_scores_gemma":[0.9996123,0.000065192224,0.00008815662,0.00012112405,0.00004368959,0.00006957355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005588291,0.00015915523,0.00027491726,0.00013510523,0.00021927207,0.00016241067,0.0000692481,0.00012622203,0.00007666822],"category_scores_gemma":[0.00004584747,0.00012081731,0.000025571606,0.00012626898,0.00010439141,0.00021158787,0.00017316185,0.000057168676,0.000037885984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024416987,0.0000210081,0.0008203687,0.00008397754,6.082564e-8,0.0000045823026,0.00022182857,0.00001671794,0.9972576,0.00037169224,0.0006895228,0.00026846322],"study_design_scores_gemma":[0.0022530358,0.0010936914,0.025435679,0.0006581201,0.000037381193,0.00008334193,0.0018243963,0.012183719,0.953859,0.0007936239,0.0012699242,0.00050813216],"about_ca_topic_score_codex":0.00006255829,"about_ca_topic_score_gemma":0.000014434129,"teacher_disagreement_score":0.043398652,"about_ca_system_score_codex":0.000026335885,"about_ca_system_score_gemma":0.000006631015,"threshold_uncertainty_score":0.4926787},"labels":[],"label_agreement":null},{"id":"W4367043969","doi":"10.1002/maco.202313772","title":"The corrosion behavior of nonferrous metals in deep geological repository environments","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Portlandite; Corrosion; Cementitious; Metallurgy; Materials science; Zinc; Zirconium; Magnesium; Copper; Cement; Aluminium; Environmental science; Portland cement","score_opus":0.015251766608936124,"score_gpt":0.2347310621282642,"score_spread":0.21947929551932807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367043969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987678,0.00021545717,0.000060211514,0.000011786439,0.0005397717,0.00023904811,0.000009821414,0.00004907384,0.00010703566],"genre_scores_gemma":[0.9980304,0.0015741899,0.000010197279,0.0000046278055,0.000031114425,0.000099709156,0.00002214628,0.000014084894,0.00021352251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990742,0.0000769022,0.00030671142,0.0001379442,0.00017466437,0.00022957055],"domain_scores_gemma":[0.9997067,0.000052102958,0.000034678633,0.00016297934,0.0000067119795,0.000036818357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036251041,0.00010479573,0.00019025632,0.000050495382,0.0000929283,0.00005939623,0.000110640205,0.00007624119,0.00010232385],"category_scores_gemma":[0.000011871699,0.00007143164,0.000021283739,0.0000798998,0.000058973088,0.000050506453,0.00014069235,0.000045740268,0.0000331603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045651555,0.000010041412,0.0013580848,0.000030764542,0.0000010608763,0.000017231074,0.00005915837,0.00008319758,0.9973461,0.000026395726,0.000043166878,0.0009791646],"study_design_scores_gemma":[0.00027873387,0.000090229136,0.041579217,0.000029299736,0.000011393031,0.000006111964,0.00009256305,0.0010287813,0.95617944,0.000036486374,0.00056868227,0.00009905822],"about_ca_topic_score_codex":0.00003578708,"about_ca_topic_score_gemma":0.000008061966,"teacher_disagreement_score":0.041166637,"about_ca_system_score_codex":0.00001815237,"about_ca_system_score_gemma":0.0000033980132,"threshold_uncertainty_score":0.29128978},"labels":[],"label_agreement":null},{"id":"W4378191085","doi":"10.1002/maco.202313762","title":"Reactive‐transport model for the production, transport, and consumption of sulfide in a spent nuclear fuel deep geological repository in crystalline rock","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Sulfide; Sulfate; Corrosion; Mackinawite; Dissolution; Flux (metallurgy); Spent nuclear fuel; Environmental science; Chemistry; Geology; Metallurgy; Materials science; Nuclear chemistry","score_opus":0.02248235360388227,"score_gpt":0.24227353508399446,"score_spread":0.2197911814801122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378191085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991249,0.00015907019,0.00035953647,0.00008850975,0.000037294936,0.00014576342,0.000025005149,0.0000188,0.00004112333],"genre_scores_gemma":[0.99903774,0.0005565755,0.00005890673,0.000008406363,0.000047029233,0.00003742784,0.000041986317,0.000010065911,0.00020186386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992259,0.000011131016,0.00030702056,0.00024655522,0.00008107629,0.00012832753],"domain_scores_gemma":[0.9997061,0.000045925128,0.00010564197,0.000094532596,0.00002528357,0.000022510125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024752883,0.00010083902,0.0001800246,0.000024127965,0.00007340796,0.000011882787,0.0000497318,0.00008386231,0.000045604076],"category_scores_gemma":[0.000019018617,0.0000768323,0.000018512172,0.000049372913,0.000049199774,0.000068860754,0.000012835384,0.00006379078,2.0931736e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074314774,0.000051886458,0.015102903,0.0007732461,0.000003015972,0.000005277462,0.0007709151,0.0015371798,0.98085105,0.0000169163,0.000004483735,0.00013997794],"study_design_scores_gemma":[0.0008471413,0.000030455312,0.04195691,0.0003451521,0.00003905817,0.000021554913,0.0005041124,0.021554269,0.9339167,0.0005134939,0.000102484664,0.00016868942],"about_ca_topic_score_codex":0.000033607645,"about_ca_topic_score_gemma":0.000032782267,"teacher_disagreement_score":0.04693437,"about_ca_system_score_codex":0.000018537035,"about_ca_system_score_gemma":0.00001067874,"threshold_uncertainty_score":0.31331304},"labels":[],"label_agreement":null},{"id":"W4378191897","doi":"10.1002/maco.202313768","title":"Investigating the effect of bentonite compaction density and environmental conditions on the corrosion of copper materials","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Nuclear Waste Management Organization","keywords":"Bentonite; Compaction; Copper; Corrosion; Materials science; Metallurgy; Geotechnical engineering; Composite material; Geology","score_opus":0.00886804281145463,"score_gpt":0.20293543005302173,"score_spread":0.1940673872415671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378191897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990477,0.000031767708,0.0000037339473,0.000043490123,0.00044568966,0.00020752364,0.00015596546,0.000044725475,0.000019416633],"genre_scores_gemma":[0.9996731,0.00012742025,0.0000021291985,0.000021688442,0.000030066925,0.000014024299,0.00010869768,0.000012184717,0.000010666942],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994337,0.0001041766,0.00017852758,0.00008709535,0.00010001074,0.000096513846],"domain_scores_gemma":[0.99962497,0.00017366833,0.00006228964,0.00010936734,0.000005422251,0.000024288835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026700032,0.00010695679,0.00017527645,0.00003098877,0.00014731383,0.00003489992,0.000041374467,0.000055177326,0.000047768695],"category_scores_gemma":[0.000017045431,0.000058380792,0.000015772797,0.000062937834,0.00010760212,0.000043353113,0.000038168895,0.000046025078,0.000007955339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029251616,0.0000033849633,0.0025999697,0.00007092244,0.000002873798,3.172844e-7,0.0001598742,0.000238854,0.996436,0.000042855187,0.00030744646,0.000108251195],"study_design_scores_gemma":[0.00020152928,0.00012178021,0.078906834,0.00012208681,0.00002358607,0.0000043470814,0.00012770075,0.0006481616,0.91972464,0.000048344064,0.000014221304,0.000056751032],"about_ca_topic_score_codex":0.000028965265,"about_ca_topic_score_gemma":0.0000016615586,"teacher_disagreement_score":0.07671134,"about_ca_system_score_codex":0.000009230187,"about_ca_system_score_gemma":0.0000014564571,"threshold_uncertainty_score":0.23806997},"labels":[],"label_agreement":null},{"id":"W4378471077","doi":"10.1002/maco.202313766","title":"The effects of chloride and sulphate on the growth of sulphide films on copper in anoxic sulphide solutions","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization; Natural Resources Canada; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Svensk Kärnbränslehantering; Nuclear Waste Management Organization","keywords":"Chloride; Copper; Corrosion; Anoxic waters; Scanning electron microscope; Chemistry; Electrochemistry; Adsorption; Inorganic chemistry; Dielectric spectroscopy; Metallurgy; Materials science; Electrode; Environmental chemistry; Organic chemistry; Composite material","score_opus":0.016303689869613842,"score_gpt":0.2351875555353388,"score_spread":0.21888386566572496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378471077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808204,0.000066280576,0.000006660472,0.0004908825,0.00081240374,0.00040374737,0.0000743897,0.000031858348,0.000031721553],"genre_scores_gemma":[0.99889606,0.00079412747,0.0000030549743,0.00008716062,0.000028193595,0.00006868893,0.000012702042,0.000014028755,0.00009599217],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987017,0.00017878303,0.00037392,0.00024196606,0.00024061644,0.00026301184],"domain_scores_gemma":[0.9988123,0.00068953686,0.00015853296,0.0002473836,0.00005068204,0.0000415286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008918909,0.0001528887,0.00025001005,0.00009407887,0.00029434165,0.00007489133,0.00013243461,0.0000682972,0.00006392312],"category_scores_gemma":[0.00026195668,0.00008336668,0.000034309716,0.0002128186,0.00020680804,0.00009315055,0.00014790035,0.000061734056,0.000026203876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028583818,0.000044783163,0.0002872651,0.000076603734,2.47243e-7,0.0000030082235,0.00019021211,0.0000037401585,0.99544334,0.0027333465,0.0008129583,0.00011864441],"study_design_scores_gemma":[0.00042585048,0.00039083566,0.022795456,0.0003731451,0.000011911682,0.0000027096867,0.00014556682,0.000027703705,0.9749777,0.0007311685,0.000024901752,0.00009310046],"about_ca_topic_score_codex":0.00015406571,"about_ca_topic_score_gemma":0.000029715216,"teacher_disagreement_score":0.022508191,"about_ca_system_score_codex":0.000013907462,"about_ca_system_score_gemma":0.000015167029,"threshold_uncertainty_score":0.33995944},"labels":[],"label_agreement":null},{"id":"W4379794628","doi":"10.1002/maco.202313765","title":"The anoxic corrosion of mild steel in a cementitious repository environment","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Anoxic waters; Cementitious; Cement; Radioactive waste; Environmental science; Materials science; Hydrogen; Metallurgy; Waste management; Environmental chemistry; Engineering; Chemistry","score_opus":0.009575162671374867,"score_gpt":0.1939502219932329,"score_spread":0.18437505932185802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379794628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982479,0.00032912847,0.00008507716,0.00003525494,0.00078904256,0.00021203258,0.000017623353,0.000090784735,0.00019314556],"genre_scores_gemma":[0.99820256,0.0014481604,0.000011532459,0.000012440498,0.000022912285,0.000036079407,0.00001340502,0.000014128822,0.00023878898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916285,0.000052712167,0.00032618264,0.00015134766,0.00013417567,0.0001727162],"domain_scores_gemma":[0.9996221,0.00006351327,0.000042136857,0.00022524089,0.000008681784,0.000038349754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003079452,0.00010678742,0.00016108036,0.000047962327,0.00010423148,0.000043253975,0.00008089199,0.000058235462,0.000058994294],"category_scores_gemma":[0.000011276935,0.000079674195,0.000025633879,0.00009487647,0.00005336427,0.00004986247,0.000091827715,0.000046018064,0.00002239967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039933948,0.000007712034,0.00079272507,0.00006603817,4.3865683e-7,0.000002995454,0.0001449424,0.00018400465,0.9975384,0.0000476757,0.00050230615,0.00067282864],"study_design_scores_gemma":[0.00066635804,0.000114209266,0.03652346,0.00014090334,0.000011241061,0.000005321246,0.00035763002,0.004917644,0.95316225,0.00022086955,0.0036729989,0.0002071109],"about_ca_topic_score_codex":0.000023321598,"about_ca_topic_score_gemma":0.0000131029165,"teacher_disagreement_score":0.044376146,"about_ca_system_score_codex":0.000032409014,"about_ca_system_score_gemma":0.0000048717557,"threshold_uncertainty_score":0.32490194},"labels":[],"label_agreement":null},{"id":"W4379794689","doi":"10.1002/maco.202313769","title":"The use of hydrogen in monitoring the anoxic corrosion of copper","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization; Natural Resources Canada","funders":"Svensk Kärnbränslehantering; Nuclear Waste Management Organization","keywords":"Corrosion; Copper; Outgassing; Hydrogen; Anoxic waters; Metallurgy; Erosion corrosion of copper water tubes; Materials science; Thermal desorption; Cladding (metalworking); Desorption; Chemistry; Environmental chemistry; Adsorption","score_opus":0.05059960114963711,"score_gpt":0.2714383948711502,"score_spread":0.22083879372151308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379794689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852276,0.00008476441,0.000025729141,0.00009619922,0.0009360149,0.00024787622,0.000050370043,0.00003002389,0.00000623976],"genre_scores_gemma":[0.9992382,0.00052846357,0.000017691,0.000013247561,0.00003888354,0.000031488937,0.000009061275,0.000012381927,0.00011059746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879134,0.00014930956,0.00043447918,0.00017949258,0.0002446953,0.0002006624],"domain_scores_gemma":[0.999269,0.00019374302,0.000179795,0.00027202241,0.000056418037,0.000029004901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069189654,0.000112529284,0.00020319928,0.000058866586,0.0002092527,0.000088978246,0.00014863722,0.00006421063,0.000068152556],"category_scores_gemma":[0.000067761655,0.000060366638,0.000034506375,0.0002231674,0.00013949025,0.00017722065,0.00019474931,0.000043885262,0.00002292554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010371307,0.00002071304,0.0040565548,0.000022162563,6.461751e-8,0.0000012081016,0.00025494068,0.000054333,0.9946349,0.000051307325,0.00030995248,0.0004901179],"study_design_scores_gemma":[0.00020713436,0.00008199147,0.012231876,0.00016910571,0.00000860943,0.0000031457123,0.00023037425,0.0000909144,0.9865126,0.000082195,0.00031108316,0.00007094919],"about_ca_topic_score_codex":0.00015692273,"about_ca_topic_score_gemma":0.000017091548,"teacher_disagreement_score":0.008175321,"about_ca_system_score_codex":0.000014728246,"about_ca_system_score_gemma":0.0000142602175,"threshold_uncertainty_score":0.246168},"labels":[],"label_agreement":null},{"id":"W4379880634","doi":"10.1002/maco.202313771","title":"Experimental factors and their impact on understanding corrosion in anoxic environments","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Corrosion; Radioactive waste; Spent nuclear fuel; Anoxic waters; Carbon steel; Environmental science; Containment (computer programming); Materials science; Carbon fibers; Waste management; Metallurgy; Chemistry; Engineering; Environmental chemistry; Composite material; Computer science","score_opus":0.04459114413601728,"score_gpt":0.2785609537061973,"score_spread":0.23396980957018004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379880634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862325,0.000042696796,0.0002621383,0.00002386919,0.0005958937,0.00024992533,0.00010497531,0.000071640534,0.000025627332],"genre_scores_gemma":[0.99966455,0.000097879514,0.0000042023416,0.000037258782,0.00002776338,0.000021400116,0.00007572537,0.000023236977,0.000047975296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987932,0.00009315451,0.00025605762,0.0003877434,0.0001715238,0.00029832133],"domain_scores_gemma":[0.9996072,0.000059752932,0.000079481644,0.00015116374,0.0000033687925,0.00009901498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002828393,0.00025977878,0.00027684093,0.00015605932,0.00021929505,0.00016878566,0.00006556519,0.00009941032,0.0006316041],"category_scores_gemma":[0.000009418062,0.00016119496,0.000034711895,0.000113280796,0.00007605928,0.00024154532,0.00015076452,0.000054605363,0.00006537828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015251052,0.00006254894,0.0041533215,0.000008432359,7.8724156e-8,0.0000045810616,0.0007258398,0.000006660463,0.9946458,0.000054352528,0.00013629784,0.000049621096],"study_design_scores_gemma":[0.0005321249,0.0004058796,0.01841518,0.00011680422,0.000003213137,0.000006796042,0.0018438488,0.000068190755,0.978219,0.00017893687,0.000019620384,0.00019042272],"about_ca_topic_score_codex":0.000060323266,"about_ca_topic_score_gemma":0.000004279888,"teacher_disagreement_score":0.016426772,"about_ca_system_score_codex":0.00015619842,"about_ca_system_score_gemma":0.0000069165544,"threshold_uncertainty_score":0.69156224},"labels":[],"label_agreement":null},{"id":"W4387138759","doi":"10.1002/maco.202313757","title":"The transition from used fuel container corrosion under oxic conditions to corrosion in an anoxic environment","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Waste Management Organization","keywords":"Sulfide; Copper; Corrosion; Inorganic chemistry; Oxide; Covellite; Cuprite; Cyclic voltammetry; Copper sulfide; Materials science; Scanning electron microscope; Hydroxide; Electrochemistry; Chemistry; Metallurgy; Chalcopyrite; Electrode","score_opus":0.022805572166106257,"score_gpt":0.2615964549656405,"score_spread":0.23879088279953423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387138759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244887,0.000054037453,0.0035029394,0.00083092647,0.0014966228,0.00084269495,0.0006127077,0.00019978826,0.000011407454],"genre_scores_gemma":[0.9976618,0.00024491642,0.00005460359,0.0005038749,0.0001323287,0.00025867496,0.0009466348,0.000046737197,0.00015040021],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973202,0.00035281354,0.00063792703,0.00070630526,0.00046589453,0.00051690533],"domain_scores_gemma":[0.99893355,0.00016092267,0.00014660053,0.0004828158,0.000046731046,0.00022938296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007388997,0.00032972466,0.00037047762,0.00017376851,0.0006543624,0.00044607918,0.00022336058,0.00019232502,0.0013742514],"category_scores_gemma":[0.000021536916,0.00024375149,0.00005829317,0.00026765867,0.00013424348,0.0004986771,0.00017060827,0.00011359511,0.00075766275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031896605,0.000117451615,0.00027611895,0.000012415168,1.14622985e-7,0.000010466443,0.00089421286,0.0002954364,0.9970802,0.00016334526,0.0006355797,0.00019566456],"study_design_scores_gemma":[0.001270612,0.0005147184,0.022430256,0.00019447379,0.00003176867,0.0000074750656,0.0015496472,0.0005171997,0.97077155,0.0018328115,0.00045538234,0.00042407663],"about_ca_topic_score_codex":0.0002425125,"about_ca_topic_score_gemma":0.0003927843,"teacher_disagreement_score":0.02630865,"about_ca_system_score_codex":0.00012914275,"about_ca_system_score_gemma":0.000026271593,"threshold_uncertainty_score":0.9995386},"labels":[],"label_agreement":null},{"id":"W4388680305","doi":"10.1002/maco.202313930","title":"Nickel‐based alloy corrosion in CANDU steam generators: <i>E</i>–pH diagrams of the Ni–NH<sub>3</sub>–H<sub>2</sub>O and Ni–CH<sub>3</sub>COO<sup>−</sup>–H<sub>2</sub>O ternary systems","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kinectrics (Canada); University of British Columbia","funders":"","keywords":"Nickel; Corrosion; Alloy; Materials science; Non-blocking I/O; Metallurgy; Ammonia; Deuterium; Ion; Nuclear chemistry; Chemistry; Catalysis","score_opus":0.007545430343145159,"score_gpt":0.1779486947564848,"score_spread":0.17040326441333964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388680305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928538,0.0009413835,0.00023157953,0.000045956614,0.003536726,0.0011890713,0.0005585359,0.00060604786,0.000036865906],"genre_scores_gemma":[0.9948352,0.003448189,0.000017782297,0.000086906686,0.00064865255,0.00021211748,0.00034476945,0.00040000293,0.0000064018277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9952083,0.00027061367,0.0013944705,0.001047062,0.00082334975,0.0012561723],"domain_scores_gemma":[0.9978871,0.00016841979,0.00036453406,0.0009991564,0.00015476135,0.00042605263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008046162,0.0011107175,0.0013727678,0.00039533956,0.00036556862,0.0004955129,0.00053977844,0.0005942578,0.000005718289],"category_scores_gemma":[0.00006424978,0.0009806278,0.00021375349,0.0010387674,0.00017310362,0.000513731,0.00052637904,0.00058388896,0.00006890747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013575412,0.00012699359,0.0014067007,0.001084194,0.00003422425,0.000054947017,0.0004188628,0.016880568,0.97392255,0.00008272884,0.001970676,0.00388178],"study_design_scores_gemma":[0.0016499186,0.00021747693,0.0034782272,0.0014797194,0.00011210056,0.000040750736,0.00023621709,0.04574162,0.94538814,0.000048310372,0.0005260601,0.0010814815],"about_ca_topic_score_codex":0.00026735428,"about_ca_topic_score_gemma":0.0001398333,"teacher_disagreement_score":0.028861055,"about_ca_system_score_codex":0.0002650576,"about_ca_system_score_gemma":0.00009480342,"threshold_uncertainty_score":0.9992644},"labels":[],"label_agreement":null},{"id":"W4388680724","doi":"10.1002/maco.202314054","title":"Temperature effects on the passivity breakdown of copper in chloride‐containing borate buffer solution","year":2023,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; China Scholarship Council","keywords":"Passivity; Copper; Chloride; Oxide; Copper oxide; Chemistry; Inorganic chemistry; Corrosion; Electrochemistry; Buffer solution; Boron; Materials science; Analytical Chemistry (journal); Metallurgy; Electrode; Physical chemistry; Chromatography","score_opus":0.01409771700174523,"score_gpt":0.23899989978686295,"score_spread":0.22490218278511773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388680724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978572,0.000018925633,0.000019401112,0.0005419789,0.001066918,0.00032934896,0.000057216064,0.0000671305,0.00004188746],"genre_scores_gemma":[0.99947286,0.000056694586,0.0000059709705,0.00017548379,0.00008937411,0.00007591906,0.000035972418,0.00001409565,0.00007365585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878764,0.00019907596,0.0002823038,0.00027241604,0.0002180772,0.00024049955],"domain_scores_gemma":[0.9994427,0.0001477871,0.00011553081,0.00020616963,0.00004776469,0.000040034374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008083323,0.00015686156,0.00025557296,0.00008596197,0.0001866818,0.000111801404,0.00009300621,0.00011203224,0.00018794496],"category_scores_gemma":[0.00007593695,0.00009662491,0.000030719548,0.00022153153,0.00005539901,0.00014728808,0.00010723597,0.00008214884,0.0000847772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029421193,0.000028989834,0.0005282799,0.000042396518,1.1718917e-7,0.000006195,0.00018433046,0.0000060698235,0.99717796,0.00048107014,0.0009749352,0.0002754277],"study_design_scores_gemma":[0.0003752666,0.00023919815,0.023226654,0.0003310519,0.000008167296,0.000003044898,0.00008417667,0.000035649624,0.9753418,0.00016325025,0.000075489,0.0001162609],"about_ca_topic_score_codex":0.000124841,"about_ca_topic_score_gemma":0.00002205384,"teacher_disagreement_score":0.022698374,"about_ca_system_score_codex":0.000029621582,"about_ca_system_score_gemma":0.00001810008,"threshold_uncertainty_score":0.39402497},"labels":[],"label_agreement":null},{"id":"W4393987706","doi":"10.1002/maco.202414367","title":"Effect of gap size on flange face corrosion","year":2024,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flange; Face (sociological concept); Corrosion; Materials science; Metallurgy; Composite material; Philosophy","score_opus":0.00704052138422944,"score_gpt":0.24841531178699738,"score_spread":0.24137479040276794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393987706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945117,0.0006879734,0.0027842352,0.000013034602,0.0014488976,0.00010514764,0.00002584578,0.0002620707,0.00016107019],"genre_scores_gemma":[0.99927545,0.00016045915,0.0002810175,0.000006810665,0.000080091646,0.0000092707405,0.000009801358,0.000028525821,0.00014856298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993968,0.000057141173,0.00017186366,0.0001458728,0.00010586629,0.00012243503],"domain_scores_gemma":[0.9995981,0.00021928294,0.000014314496,0.00012490114,0.000007093345,0.00003633466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026074873,0.00015526345,0.00026117748,0.000054148553,0.000021667245,0.000054007272,0.000056068904,0.00007141504,0.00014171003],"category_scores_gemma":[0.00003761713,0.000107971086,0.000042792395,0.000102615144,0.000013687702,0.00004836065,0.000025945385,0.000060210383,0.000021251895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026842972,0.0000013291886,0.000015965703,0.0006924785,0.0000033789584,0.000004118048,0.000051060535,0.0018008619,0.9896809,0.00009682616,0.00019724526,0.007428994],"study_design_scores_gemma":[0.00010935451,0.00021660583,0.00045818882,0.0003023683,0.000039930692,0.000005799828,0.000003268917,0.007710101,0.9905479,0.000050411738,0.0004354912,0.00012060993],"about_ca_topic_score_codex":0.000007983221,"about_ca_topic_score_gemma":4.454709e-7,"teacher_disagreement_score":0.007308384,"about_ca_system_score_codex":0.000018791736,"about_ca_system_score_gemma":0.0000014290441,"threshold_uncertainty_score":0.4402933},"labels":[],"label_agreement":null},{"id":"W4407111743","doi":"10.1002/maco.202414640","title":"Effect of Sulfate‐Based Stabilizers on the Rust Layer Formation and Corrosion Resistance of Q420qNH Weathering Steel","year":2025,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Weathering steel; Rust (programming language); Corrosion; Weathering; Layer (electronics); Sulfate; Resistance (ecology); Metallurgy; Materials science; Composite material; Geology; Geochemistry; Computer science; Agronomy","score_opus":0.006789297953374412,"score_gpt":0.21144933435980823,"score_spread":0.20466003640643382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407111743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992193,0.00026134067,0.006656114,0.00002809711,0.00019405181,0.0002300079,0.00001885512,0.000026134892,0.0003923944],"genre_scores_gemma":[0.9996684,0.00020252031,0.00003268717,0.000012839196,0.000005776854,0.0000140467055,0.000006713179,0.0000101826045,0.000046810943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944377,0.000059250047,0.00022555608,0.000093533396,0.000088318,0.00008959343],"domain_scores_gemma":[0.9996129,0.00015656714,0.000062781175,0.0001278821,0.000022104588,0.00001773518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033530057,0.000113533686,0.00022208937,0.00003585744,0.000053473334,0.00002670931,0.000057168927,0.000055853303,0.000033109187],"category_scores_gemma":[0.000025487752,0.00006826541,0.000023222916,0.00007761368,0.000037667407,0.00005269912,0.000026678832,0.000039549243,5.9619384e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034900042,0.000009376958,0.000022377304,0.0014296896,0.0000019090317,2.2772566e-7,0.000046173394,0.0010943884,0.99471384,0.0014849639,0.000013434572,0.00083462975],"study_design_scores_gemma":[0.0005553318,0.0001646101,0.0004758845,0.00058952224,0.000027975606,2.9836852e-7,0.00004149703,0.033268504,0.96426946,0.0002200694,0.00030080913,0.00008606173],"about_ca_topic_score_codex":0.00000676981,"about_ca_topic_score_gemma":0.0000055118408,"teacher_disagreement_score":0.032174114,"about_ca_system_score_codex":0.000012477318,"about_ca_system_score_gemma":0.0000034859395,"threshold_uncertainty_score":0.27837828},"labels":[],"label_agreement":null},{"id":"W4411856444","doi":"10.1002/maco.70003","title":"Study of Manganese and Phosphoric Acid on Dimensionally Stable Anodes During Zinc Electrowinning","year":2025,"lang":"en","type":"article","venue":"Materials and Corrosion","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"","keywords":"Manganese; Electrowinning; Phosphoric acid; Zinc; Anode; Metallurgy; Materials science; Chemistry; Electrode","score_opus":0.005915696000869311,"score_gpt":0.2229502787117865,"score_spread":0.2170345827109172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411856444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99868333,0.00048455235,0.00005044979,0.000010603986,0.00018523587,0.000104516475,0.0000026382158,0.000054823573,0.00042385198],"genre_scores_gemma":[0.9992761,0.00022590492,0.00002485693,0.000020189127,0.000010193743,0.0000112133,0.000003220686,0.000007327046,0.00042096886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958324,0.000014069176,0.00015027722,0.000106027124,0.00006746318,0.00007893328],"domain_scores_gemma":[0.99985904,0.000015781005,0.00002379311,0.00006044093,0.000023158364,0.000017764296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006676406,0.00007972937,0.00013075108,0.00006101647,0.00008654024,0.000043748754,0.00002348457,0.000030202718,0.000032709075],"category_scores_gemma":[0.000007308206,0.00006976951,0.000005688284,0.00007835995,0.0000071953646,0.00008441768,0.00002012326,0.000032387623,0.0000014798162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007835077,0.000045968693,0.0007476056,0.00011466534,0.00000434446,0.0000018811512,0.00022018033,0.00018422834,0.998204,0.00016842637,0.00007601438,0.00015435532],"study_design_scores_gemma":[0.0003985823,0.00010747252,0.016744329,0.00006449854,0.000010949973,0.000002746291,0.0003309345,0.0000964631,0.9819197,0.0000685696,0.00018586317,0.00006988818],"about_ca_topic_score_codex":0.0000110254705,"about_ca_topic_score_gemma":0.0000071708578,"teacher_disagreement_score":0.016284276,"about_ca_system_score_codex":0.000009512468,"about_ca_system_score_gemma":0.000004617987,"threshold_uncertainty_score":0.28451177},"labels":[],"label_agreement":null}]}