{"meta":{"query_hash":"3905a7365634","filters":{"venue":"Tribology - Materials Surfaces & Interfaces"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/3905a7365634","api":"https://metacan.xera.ac/api/v1/cohort?venue=Tribology+-+Materials+Surfaces+%26+Interfaces"},"results":[{"id":"W1977755182","doi":"10.1179/1751584x13y.0000000031","title":"Further look at correlation between ASTM G65 rubber wheel abrasion and pin-on-disc wear tests for data conversion","year":2013,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Metal Alloys Wear and Properties","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Abrasion (mechanical); Materials science; Natural rubber; Composite material; Modulus; Tribology; Elastic modulus","score_opus":0.06099246835716622,"score_gpt":0.292116311692589,"score_spread":0.2311238433354228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977755182","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":[0.9943225,0.00058576226,0.00010478757,0.0010520444,0.0018977446,0.0010755539,0.0006011022,0.00013610284,0.00022442418],"genre_scores_gemma":[0.99541426,0.00009757549,0.0010372599,0.00019074876,0.0001772921,0.00006134633,0.00033792728,0.000050464656,0.0026330987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99724895,0.0004510766,0.0006573793,0.0008523741,0.0002535724,0.00053666724],"domain_scores_gemma":[0.9981149,0.00058153813,0.00034922487,0.0007094178,0.00011575234,0.00012915712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010735779,0.00039226588,0.0006824416,0.000096440424,0.0002935909,0.00027210516,0.00058341643,0.00028871832,0.008188807],"category_scores_gemma":[0.0002041011,0.00028309703,0.000038855054,0.000063760206,0.00040689833,0.00084496377,0.0008157159,0.00010902899,0.003972463],"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":[0.0004645429,0.000041258336,0.005418196,0.00012392552,0.000040406914,0.0000014878111,0.00049470045,0.000026282769,0.9862093,0.000028741091,0.006842793,0.0003084155],"study_design_scores_gemma":[0.0010489827,0.00065105176,0.01572441,0.000118048236,0.00008786365,0.000017439315,0.00020482679,0.00023489783,0.97642386,0.00047132556,0.0046053417,0.00041197205],"about_ca_topic_score_codex":0.00060487754,"about_ca_topic_score_gemma":0.000048778733,"teacher_disagreement_score":0.010306214,"about_ca_system_score_codex":0.000045346074,"about_ca_system_score_gemma":0.000032480653,"threshold_uncertainty_score":0.9999621},"labels":[],"label_agreement":null},{"id":"W2002891443","doi":"10.1179/175158407x181499","title":"Nanoscale chemistry and mechanical properties of tribofilms on Al–Si alloy (A383): interaction of ZDDP, calcium detergent and molybdenum friction modifier","year":2007,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Lubricants and Their Additives","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":"Western University","funders":"","keywords":"Nanoindentation; XANES; Molybdenum; Lubricant; Zinc; Materials science; Portlandite; Alloy; Friction modifier; Chemical engineering; Metallurgy; Chemistry; Composite material; Spectroscopy; Cement","score_opus":0.020035327220567143,"score_gpt":0.24245686767418775,"score_spread":0.22242154045362061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002891443","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":[0.9977935,0.0007169279,0.00014831865,0.000051771734,0.00071490795,0.00020884944,0.000117874835,0.000078891724,0.00016896577],"genre_scores_gemma":[0.9993176,0.00040938635,0.00009406687,0.000015810629,0.000037851336,0.000013256505,0.000011647054,0.000029294582,0.00007109766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986576,0.000070537986,0.0005863926,0.00027146726,0.00013317213,0.00028083712],"domain_scores_gemma":[0.99943346,0.000101265454,0.00017139476,0.00016432264,0.000060630926,0.00006892942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036708624,0.00025035217,0.0005189313,0.00006953241,0.000043666194,0.0000243072,0.00011728542,0.00018872744,0.00020671236],"category_scores_gemma":[0.000044097098,0.00020234926,0.000037068847,0.00006881966,0.00018816326,0.00015487055,0.0000802991,0.00012431972,0.000004416493],"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":[0.0004941874,0.000071348535,0.00007173368,0.00021147204,0.00012438938,0.0000026038445,0.0005877167,0.00021969949,0.99759537,0.000036976813,0.00007745338,0.000507036],"study_design_scores_gemma":[0.00047449084,0.00024061807,0.0008844133,0.00016139996,0.000033279448,0.00002484512,0.00082966115,0.0004683734,0.9964359,0.00004236617,0.00021887396,0.0001857892],"about_ca_topic_score_codex":0.000117868534,"about_ca_topic_score_gemma":0.000014968935,"teacher_disagreement_score":0.001524097,"about_ca_system_score_codex":0.000034362565,"about_ca_system_score_gemma":0.000008828615,"threshold_uncertainty_score":0.82515633},"labels":[],"label_agreement":null},{"id":"W2036553435","doi":"10.1179/175158407x189293","title":"Chemical and mechanical analysis of tribofilms from fully formulated oils Part 1 – Films on 52100 steel","year":2007,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan; Western University","funders":"University of Saskatchewan","keywords":"XANES; Enhanced Data Rates for GSM Evolution; Indentation; Materials science; Nanoindentation; Substrate (aquarium); Atomic force microscopy; HSAB theory; X-ray photoelectron spectroscopy; Crystallography; Spectroscopy; Metallurgy; Composite material; Analytical Chemistry (journal); Chemical engineering; Chemistry; Nanotechnology; Inorganic chemistry; Organic chemistry","score_opus":0.01164768847993995,"score_gpt":0.23389530567926037,"score_spread":0.22224761719932043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036553435","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":[0.99612707,0.00039042212,0.00021266165,0.00003187712,0.00065109343,0.00018809547,0.0016218914,0.00020005905,0.000576819],"genre_scores_gemma":[0.9987986,0.00017326673,0.0005818449,0.000037840284,0.00005415699,0.0000096591075,0.0002625177,0.00003751659,0.000044579374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99795246,0.00009712039,0.0008289066,0.00041978332,0.00019070832,0.00051100977],"domain_scores_gemma":[0.99868107,0.00062537746,0.00018384095,0.00031946058,0.000060019098,0.00013025104],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052147487,0.000359996,0.001104077,0.00025981164,0.000043973836,0.000048599526,0.00027792668,0.00031895045,0.0034752104],"category_scores_gemma":[0.00007380377,0.00029684868,0.000105584804,0.0003123613,0.00018522183,0.0001350976,0.00010197205,0.00016107067,0.000039788323],"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":[0.0004922539,0.00007226683,0.00016525951,0.000027202686,0.0016496353,0.000011131183,0.00026486928,0.0006757896,0.9955694,0.00026283396,0.0002924952,0.0005168371],"study_design_scores_gemma":[0.0006822597,0.00017374381,0.0025100308,0.00004695309,0.00048459048,0.0000035893222,0.00026421188,0.00084037124,0.99420655,0.00015603099,0.00032924832,0.00030241872],"about_ca_topic_score_codex":0.00013486309,"about_ca_topic_score_gemma":0.000049510356,"teacher_disagreement_score":0.0034354222,"about_ca_system_score_codex":0.00003277122,"about_ca_system_score_gemma":0.000011186921,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W2046184291","doi":"10.1179/175158407x231303","title":"Chemical and mechanical analysis of tribofilms formed from fully formulated oils Part 2 – Films on Al–Si alloy (A383)","year":2007,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Lubricants and Their Additives","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":"Canadian Light Source (Canada); University of Saskatchewan; Western University","funders":"","keywords":"Alloy; Materials science; Microstructure; Indentation; Nanoindentation; Modulus; Stiffness; Zinc; Elastic modulus; Metallurgy; Composite material","score_opus":0.011676722245447135,"score_gpt":0.24140555209071057,"score_spread":0.22972882984526344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046184291","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":[0.9962518,0.0003208635,0.00020791632,0.00007236945,0.0006873368,0.00024580036,0.001567856,0.00023052531,0.00041548847],"genre_scores_gemma":[0.9984598,0.00023771422,0.00066858483,0.00009715987,0.00004676391,0.00001568314,0.00039001025,0.00004569878,0.000038591785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976264,0.00009592271,0.00095539243,0.00047362898,0.00022206664,0.0006265546],"domain_scores_gemma":[0.9985147,0.00068523467,0.00021783162,0.0003550506,0.00007134974,0.00015584586],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005914649,0.00041791395,0.0012335214,0.00029326044,0.000054655266,0.000055885543,0.00032563953,0.00033633638,0.002623622],"category_scores_gemma":[0.000110680725,0.00034372744,0.0001324622,0.00038204002,0.00020796712,0.00018093243,0.00011745014,0.00018227546,0.00003331842],"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":[0.0005876604,0.00008492825,0.00012667115,0.000028669268,0.001903633,0.00001458608,0.00031787826,0.0004886585,0.9949864,0.00024225659,0.0006850258,0.000533617],"study_design_scores_gemma":[0.0008715583,0.00020978585,0.0019615665,0.000057801215,0.0005115568,0.0000048870425,0.00025846943,0.0014426513,0.9934852,0.00021943492,0.0006197495,0.0003573239],"about_ca_topic_score_codex":0.00018308185,"about_ca_topic_score_gemma":0.00008474551,"teacher_disagreement_score":0.0025903035,"about_ca_system_score_codex":0.00004119533,"about_ca_system_score_gemma":0.000014099913,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W2974152154","doi":"10.1080/17515831.2019.1666232","title":"Texture shape effects on hydrodynamic journal bearing performances using mass-conserving numerical approach","year":2019,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wedge (geometry); Reynolds equation; Mechanics; Cavitation; Fluid bearing; Texture (cosmology); Bearing (navigation); Eccentricity (behavior); Surface finish; Materials science; Lubrication; Reynolds number; Mathematics; Geometry; Computer science; Physics; Image (mathematics); Composite material; Artificial intelligence","score_opus":0.007958548315036148,"score_gpt":0.21633695505037392,"score_spread":0.20837840673533778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974152154","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":[0.98969775,0.0011822802,0.0039622313,0.00005467715,0.0035509432,0.0003493404,0.000015345087,0.00046548483,0.0007219403],"genre_scores_gemma":[0.99660414,0.00012269917,0.0027654853,0.000060928287,0.00023152948,0.000018741062,0.000020736388,0.00008544267,0.00009032128],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978459,0.00018892177,0.00061810674,0.00042371734,0.00020586625,0.00071747095],"domain_scores_gemma":[0.9990442,0.00026942135,0.00017775367,0.00034662496,0.00004957393,0.00011245172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005211307,0.0004807416,0.0007556752,0.00028879463,0.0001854797,0.00015987825,0.0005391695,0.00038990314,0.0006368707],"category_scores_gemma":[0.00004706138,0.00043171295,0.00008526016,0.00023837532,0.000077121775,0.0004400891,0.00008476505,0.0006513575,0.00036154035],"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":[0.00008155172,0.000023612267,0.002593811,0.000293013,0.00016122096,0.000010333709,0.0002742001,0.39520136,0.60068184,0.000052953696,0.00006204276,0.000564072],"study_design_scores_gemma":[0.0011424344,0.0003108608,0.007974899,0.00029058472,0.00009673108,0.0004146487,0.00024312244,0.5549622,0.43308285,0.0001123995,0.0005263893,0.00084285537],"about_ca_topic_score_codex":0.000011484586,"about_ca_topic_score_gemma":7.4262897e-7,"teacher_disagreement_score":0.16759898,"about_ca_system_score_codex":0.00014653777,"about_ca_system_score_gemma":0.000028545179,"threshold_uncertainty_score":0.99981344},"labels":[],"label_agreement":null},{"id":"W3001634076","doi":"10.1080/17515831.2020.1720379","title":"Improved modelling of trains braking under low adhesion conditions","year":2020,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamic braking; Train; Braking system; Creep; Automotive engineering; Brake; Computer science; Integrator; Adhesion; Engineering; Materials science","score_opus":0.02626399143725651,"score_gpt":0.22950985649214473,"score_spread":0.20324586505488823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001634076","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":[0.93847376,0.00036402457,0.058883697,0.00013996525,0.00082672416,0.00018258084,0.00033690364,0.0005455471,0.00024680753],"genre_scores_gemma":[0.9976978,0.00014649496,0.0018440554,0.000048861093,0.000074434734,0.0000135977525,0.00007950651,0.000066591965,0.000028660257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864215,0.000054292643,0.00057227863,0.00026605898,0.00010171644,0.00036352145],"domain_scores_gemma":[0.9994464,0.000113159156,0.000103393664,0.00019139159,0.00004931938,0.0000963172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014488083,0.00028711348,0.000544412,0.000084975574,0.00005348578,0.000043945853,0.00025991222,0.0002111234,0.0003208854],"category_scores_gemma":[0.000024037838,0.00028777652,0.00006305074,0.00014624647,0.00009813332,0.00017688854,0.00005127379,0.00016416635,0.000038206574],"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":[0.000024112047,0.000009616689,0.00000985772,0.0001420755,0.000052776297,0.0000013619535,0.00037903484,0.49399492,0.505162,0.00014294118,0.000058987338,0.000022317741],"study_design_scores_gemma":[0.00033493206,0.0001014348,0.00007548604,0.00006558497,0.000032009575,0.000005035478,0.00022062972,0.41895422,0.5797981,0.00013812071,0.000046037243,0.00022841155],"about_ca_topic_score_codex":0.000029539257,"about_ca_topic_score_gemma":0.000006181283,"teacher_disagreement_score":0.07504068,"about_ca_system_score_codex":0.000035359135,"about_ca_system_score_gemma":0.00001978675,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W3102755868","doi":"10.1080/17515831.2020.1838100","title":"Effect of WS <sub>2</sub> particles in cutting fluid on tribological behaviour of Ti–6Al–4V and on its machining performance","year":2020,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Advanced materials and composites","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":"University of Windsor","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Materials science; Cutting fluid; Tribology; Enhanced Data Rates for GSM Evolution; Surface roughness; Alloy; Metallurgy; Adhesive wear; Surface finish; Titanium alloy; Composite material","score_opus":0.016013575503249722,"score_gpt":0.24387385005173381,"score_spread":0.2278602745484841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102755868","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":[0.99838203,0.0006220986,0.000010847056,0.00007059347,0.0003326736,0.00032943088,0.00008119584,0.00013418873,0.00003691261],"genre_scores_gemma":[0.9993743,0.00031648736,0.00015706783,0.000034527697,0.000038084505,0.000030500401,0.000011460616,0.000036532667,0.0000010392272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981074,0.00030992905,0.000732681,0.00034261734,0.00013426055,0.00037312097],"domain_scores_gemma":[0.99912316,0.00044388266,0.00018369149,0.00015347675,0.000025995294,0.00006981874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050050026,0.0003375601,0.0009336175,0.00009044252,0.000043242693,0.00002786591,0.00021450088,0.00017207555,0.000061438994],"category_scores_gemma":[0.0001278273,0.00027574,0.000040746767,0.00011905464,0.000119007585,0.00014243866,0.0001138777,0.00015911684,0.000024175208],"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":[0.0013405499,0.000040795847,0.0043574944,0.00047722,0.000028794555,0.000006903257,0.00034389147,0.023559395,0.9685903,0.00004100064,0.00001022207,0.001203389],"study_design_scores_gemma":[0.00094262813,0.002842018,0.005506021,0.00024123704,0.0000333502,0.000006535474,0.000041488303,0.0021035993,0.9880406,0.000017162383,0.0000061990013,0.0002191084],"about_ca_topic_score_codex":0.0000070980846,"about_ca_topic_score_gemma":0.000001581451,"teacher_disagreement_score":0.021455796,"about_ca_system_score_codex":0.000020403151,"about_ca_system_score_gemma":0.0000064776523,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W4283389608","doi":"10.1080/17515831.2022.2075649","title":"Effect of pulse reverse current waveform on tribological and mechanical properties of electrodeposited nickel–tungsten alloys on brass substrate","year":2022,"lang":"en","type":"article","venue":"Tribology - Materials Surfaces & Interfaces","topic":"Electrodeposition and Electroless Coatings","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":"Polytechnique Montréal","funders":"","keywords":"Tungsten; Materials science; Brass; Nickel; Metallurgy; Substrate (aquarium); Tribology; Composite material; Copper","score_opus":0.01111513570400201,"score_gpt":0.22882140308745497,"score_spread":0.21770626738345294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283389608","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":[0.997133,0.0012710288,0.000012225568,0.0001632243,0.0004666223,0.00056468457,0.00008694988,0.00019518383,0.00010707997],"genre_scores_gemma":[0.99926656,0.0003797757,0.000021502477,0.00004713059,0.000026198912,0.00012234319,0.000051710587,0.000046907448,0.0000378796],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99709827,0.0007834578,0.0008033099,0.0004329688,0.0003159227,0.0005661005],"domain_scores_gemma":[0.99911,0.00022528028,0.000259351,0.0002721272,0.000055401608,0.00007784484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009126635,0.00042258645,0.0009837835,0.0002026023,0.00013728588,0.00003204433,0.0003449807,0.00016693058,0.0002557038],"category_scores_gemma":[0.00006760445,0.00032990723,0.00009215285,0.0002176058,0.00015335076,0.00010071736,0.00013179713,0.00049147056,0.000011639133],"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":[0.0037241874,0.00015117004,0.00007717126,0.0003832842,0.00013930559,0.0000068823365,0.00017802775,0.002040532,0.99205166,0.00038895494,0.00015374045,0.0007050965],"study_design_scores_gemma":[0.0012506171,0.0075092493,0.00018647939,0.000115097224,0.00008562774,0.00005161476,0.00004438904,0.00068300124,0.9896738,0.000059263395,0.000055119817,0.00028572942],"about_ca_topic_score_codex":0.00005666152,"about_ca_topic_score_gemma":0.00001338282,"teacher_disagreement_score":0.0073580793,"about_ca_system_score_codex":0.00011284311,"about_ca_system_score_gemma":0.000024057086,"threshold_uncertainty_score":0.9999153},"labels":[],"label_agreement":null}]}