{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"c7dc7d445e5e","filters":{"venue":"Friction"}},"results":[{"id":"W2011954122","doi":"10.1007/s40544-013-0011-5","title":"Recent advances in gecko adhesion and friction mechanisms and development of gecko-inspired dry adhesive surfaces","year":2013,"lang":"en","type":"article","venue":"Friction","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":160,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of California, Santa Barbara; University of Alberta; Institute for Collaborative Biotechnologies; Louisiana Board of Regents","keywords":"Gecko; Adhesion; Climb; Adhesive; Nanotechnology; Seta; Materials science; Gekkonidae; Composite material; Engineering; Biology; Aerospace engineering; Ecology; Squamata; Layer (electronics); Genus","retraction":null,"screen_n_in":null,"score":{"opus":0.01096341617607221,"gpt":0.2193320257808949,"spread":0.2083686096048226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001417874,0.0002020662,0.0002266396,0.0002530101,0.0001849805,0.00003335304,0.00005006241,0.0001192891,0.0001223894],"category_scores_gemma":[0.0000281068,0.0002006414,0.00002435432,0.0002654931,0.00002311009,0.0009261349,0.00002427793,0.0001531341,0.00003061543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567075,"about_ca_system_score_gemma":0.00002308945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009797877,"about_ca_topic_score_gemma":0.0003189791,"domain_scores_codex":[0.9988451,0.00004385085,0.0004508932,0.0002573076,0.0001836846,0.0002191779],"domain_scores_gemma":[0.9995059,0.00007307048,0.00009804106,0.0001193254,0.0001197753,0.00008385105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001018338,0.0003340257,0.05538705,0.0005428161,0.0001422598,0.00000512129,0.01335849,0.02328662,0.35346,0.0008005004,0.001032791,0.5515485],"study_design_scores_gemma":[0.001785702,0.0004098842,0.5540623,0.0004948895,0.00006912222,0.00002947076,0.0118865,0.1066386,0.2207848,0.003283747,0.09934527,0.001209813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796761,0.005041034,0.01295023,0.00004901022,0.0008733683,0.0003834867,0.000004409917,0.0002043719,0.000818031],"genre_scores_gemma":[0.9713705,0.01947655,0.00889941,0.000009317913,0.0000348733,0.00008017529,0.00001688616,0.00002864042,0.00008361929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5503387,"threshold_uncertainty_score":0.8181919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4324026375","doi":"10.1007/s40544-022-0690-x","title":"Metastable hybridized structure transformation in amorphous carbon films during friction—A study combining experiments and MD simulation","year":2023,"lang":"en","type":"article","venue":"Friction","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Abrasive; Amorphous carbon; Materials science; Metastability; Tribology; Amorphous solid; Abrasion (mechanical); Carbon fibers; Molecular dynamics; Composite material; Carbon film; Friction coefficient; Crystallography; Nanotechnology; Thin film; Computational chemistry; Chemistry; Organic chemistry; Composite number","retraction":null,"screen_n_in":null,"score":{"opus":0.02277491760274638,"gpt":0.2921984015468541,"spread":0.2694234839441077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004670454,0.0001501165,0.0002130535,0.0003367129,0.0002632313,0.0002190311,0.00008146899,0.00006151098,0.000143629],"category_scores_gemma":[0.00005052512,0.0001461609,0.00002298818,0.0005295352,0.00002231376,0.0004502199,0.00004281129,0.00009832787,0.0000194638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009217988,"about_ca_system_score_gemma":0.0000337904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007971153,"about_ca_topic_score_gemma":0.00005781731,"domain_scores_codex":[0.9984483,0.000192834,0.0003340594,0.0003110949,0.0003978895,0.0003158945],"domain_scores_gemma":[0.99959,0.00005176507,0.00008190125,0.000152076,0.00004801678,0.00007619373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001339289,0.00007804262,0.002299441,0.00004177191,0.00000737268,0.000009553323,0.003336953,0.03040621,0.96347,0.00001095938,0.00001588939,0.0001898682],"study_design_scores_gemma":[0.002862803,0.0002121592,0.02700199,0.00003901892,0.00002472579,0.000003706819,0.004180302,0.06239592,0.9028181,0.0001505971,0.00005932123,0.0002513438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982615,0.00005945149,0.00005697499,0.00001600467,0.0005895231,0.0006048266,0.00002379104,0.0002235237,0.000164469],"genre_scores_gemma":[0.9996698,0.0000291637,0.00004442195,0.00000720262,0.0000505968,0.00009146652,0.00004701019,0.00002195313,0.00003834266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0606519,"threshold_uncertainty_score":0.5960267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103085756","doi":"10.1007/s40544-020-0449-1","title":"State of the art of friction modelling at interfaces subjected to elastohydrodynamic lubrication (EHL)","year":2020,"lang":"en","type":"article","venue":"Friction","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Purdue University","keywords":"Lubrication; Reciprocating motion; Materials science; Lubricant; Viscosity; Boundary lubrication; Mechanics; Deformation (meteorology); Mechanical engineering; Composite material; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.009231879543494458,"gpt":0.1791255950870785,"spread":0.169893715543584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005014454,0.00008222018,0.0001097604,0.00008054911,0.00003831827,0.000003015243,0.00009375338,0.00004404594,0.00001336704],"category_scores_gemma":[0.0000184112,0.00007641297,0.00003747406,0.0005422075,0.00001079141,0.00008687561,0.00002246184,0.00009524044,0.00003356484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007838747,"about_ca_system_score_gemma":0.000005086775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009382898,"about_ca_topic_score_gemma":0.00000852376,"domain_scores_codex":[0.999438,0.00001926994,0.0002409974,0.0001090254,0.00009873378,0.00009397758],"domain_scores_gemma":[0.999694,0.00002310351,0.00006647565,0.0001315884,0.00005088532,0.00003398119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000104883,0.000005141351,0.0003703751,0.00003047557,0.00001514872,2.742126e-8,0.0006981705,0.7334697,0.2647058,0.00002928305,0.0002691063,0.0003962051],"study_design_scores_gemma":[0.00008340709,0.00002791327,0.008546744,0.00001657385,0.00001458737,9.965069e-7,0.00001918689,0.7945453,0.1950204,0.00002395431,0.001635417,0.00006546215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5933141,0.00005519107,0.405878,0.000140753,0.0001828599,0.00009837949,0.000005621665,0.0001144261,0.000210687],"genre_scores_gemma":[0.9992638,0.00003924571,0.0005427216,0.00001510896,0.00002657428,0.00001253198,0.00001055492,0.00001590202,0.00007361123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059497,"threshold_uncertainty_score":0.311603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389820052","doi":"10.1007/s40544-023-0814-y","title":"Bayesian inference-based wear prediction method for plain bearings under stationary mixed-friction conditions","year":2023,"lang":"en","type":"article","venue":"Friction","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Deutsche Forschungsgemeinschaft; University of Alberta; RWTH Aachen University; Bundesministerium für Bildung und Forschung; Australian Government","keywords":"Lubrication; Transient (computer programming); Bayesian inference; Inference; Bayesian probability; Computer science; Lubricity; Statistical inference; Materials science; Mathematics; Artificial intelligence; Statistics; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.01505513350026536,"gpt":0.2646323210260716,"spread":0.2495771875258063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546031,0.0001321771,0.0001288728,0.0004675135,0.0002609722,0.00005577167,0.00006007184,0.0001243434,0.00005553076],"category_scores_gemma":[0.00003650706,0.0001507209,0.0001110215,0.0007569818,0.00001124608,0.0001755417,0.00001078495,0.000132565,0.00007181857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642337,"about_ca_system_score_gemma":0.00002517694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009173513,"about_ca_topic_score_gemma":0.00005994649,"domain_scores_codex":[0.9991263,0.00003368484,0.000227329,0.0002104905,0.000181442,0.0002208192],"domain_scores_gemma":[0.9994974,0.0001659545,0.00004177298,0.000149419,0.00008392014,0.00006158726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007047349,0.0000226806,0.001746864,0.00005131037,0.00008607154,5.422207e-7,0.0001107797,0.9817243,0.009291059,0.00216037,0.003382236,0.001416698],"study_design_scores_gemma":[0.0002868637,0.0000482826,0.04506155,0.00001659834,0.00008839975,9.661057e-7,0.0001685062,0.9466296,0.0007094194,0.005206623,0.00165053,0.0001326278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03969752,0.000008214023,0.9574804,0.0001658697,0.0006830715,0.0002185418,0.000203658,0.001001417,0.0005413474],"genre_scores_gemma":[0.9884641,0.00002022878,0.008888769,0.00002411146,0.0001482067,0.0001785711,0.001833106,0.00004110717,0.0004018326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9487665,"threshold_uncertainty_score":0.614622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384071848","doi":"10.1007/s40544-023-0741-2","title":"Probing the intriguing frictional behavior of hydrogels during alternative sliding velocity cycles","year":2023,"lang":"en","type":"article","venue":"Friction","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs; Shandong University","keywords":"Self-healing hydrogels; Lubrication; Materials science; Drag; Work (physics); Mechanics; Lubricant; Composite material; Thermodynamics; Physics; Polymer chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02619553200516387,"gpt":0.273753807503378,"spread":0.2475582754982141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412737,0.00008822333,0.0001283576,0.0001407981,0.0002370787,0.00001129489,0.00003976384,0.0000476607,0.0000326368],"category_scores_gemma":[0.00003263383,0.00006685813,0.00007543109,0.0003227674,0.00001318336,0.0001060306,0.00003439479,0.0001116384,0.00003900214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009860522,"about_ca_system_score_gemma":0.00002024665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003177804,"about_ca_topic_score_gemma":0.000004956303,"domain_scores_codex":[0.9992588,0.00002650987,0.0001769975,0.0001518614,0.0002287739,0.0001571284],"domain_scores_gemma":[0.9996664,0.00003839565,0.00009087347,0.0001077039,0.00006079604,0.00003586282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001667299,0.0002540117,0.04358456,0.00009890205,0.0001387096,0.0001202095,0.005134576,0.0002189366,0.903924,0.005225003,0.000107781,0.04102654],"study_design_scores_gemma":[0.002502268,0.0005069997,0.09916805,0.0003217022,0.0002679976,0.0001322494,0.001757345,0.001774021,0.8923904,0.0006701784,0.0003484854,0.00016033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979681,0.00005489281,0.0002116631,0.0001298898,0.0004406574,0.000430789,0.000007574527,0.0001496049,0.0006068751],"genre_scores_gemma":[0.9988741,0.00003949958,0.0002640393,0.000008847169,0.0002651722,0.0001165098,0.00003164119,0.00001503522,0.0003851782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558348,"threshold_uncertainty_score":0.2726395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033503772","doi":"10.1007/s40544-020-0372-5","title":"Microscopic dynamic observation of adhesion hysteresis friction and exploration of the influence of different pressures on friction transmission","year":2020,"lang":"en","type":"article","venue":"Friction","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"China University of Mining and Technology","keywords":"Hysteresis; Viscoelasticity; Materials science; Adhesion; Displacement (psychology); Vibration; Adhesive; Dynamic modulus; Composite material; Dynamical friction; Deformation (meteorology); Modulus; Galling; Mechanics; Dynamic mechanical analysis; Condensed matter physics; Layer (electronics); Physics; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.01781091434471816,"gpt":0.2561818318203742,"spread":0.238370917475656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004632982,0.0001171324,0.000170584,0.00004948326,0.0001089562,0.000009079359,0.00009036699,0.0000587347,0.00001231962],"category_scores_gemma":[0.000005125432,0.00008946319,0.00007198886,0.0002509611,0.00003735315,0.000228324,0.00002454711,0.00009305707,5.620287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856739,"about_ca_system_score_gemma":0.00001252078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158982,"about_ca_topic_score_gemma":0.00000240992,"domain_scores_codex":[0.9991702,0.00005215308,0.000361804,0.0001848147,0.0001551131,0.00007584981],"domain_scores_gemma":[0.9992965,0.00002876175,0.0003796711,0.0001685695,0.0000979563,0.00002853273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004592706,0.0001061831,0.01512892,0.0001157801,0.00001450596,5.694208e-9,0.0007994504,0.001481665,0.9762694,0.002204356,0.00005495215,0.003778864],"study_design_scores_gemma":[0.000231959,0.0002445071,0.1764838,0.0001901896,0.00005498228,5.645316e-8,0.0001770493,0.004961543,0.816074,0.001222398,0.0002843075,0.00007517616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532772,0.00003188644,0.04579252,0.0002943418,0.00003855711,0.0004334256,0.00003394466,0.00002472103,0.00007345416],"genre_scores_gemma":[0.9992567,0.00004898301,0.0005383292,0.00001594752,0.00002386599,0.00004194604,0.00003663417,0.00001083311,0.00002674856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613549,"threshold_uncertainty_score":0.3648203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088435499","doi":"10.1007/s40544-014-0051-5","title":"Tribological behaviour of the green anode paste with a steel plate at 150 °C","year":2014,"lang":"en","type":"article","venue":"Friction","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Alcoa (Canada); Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Université Laval","keywords":"Materials science; Tribology; Carbon steel; Composite material; Friction coefficient; Static friction; Coefficient of friction; Anode; Kinetic energy; Metallurgy; Electrode; Corrosion","retraction":null,"screen_n_in":null,"score":{"opus":0.0109170790465155,"gpt":0.1842566121120266,"spread":0.1733395330655111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005132429,0.0000573514,0.00009944003,0.00001596903,0.00004418153,0.000004181288,0.00006572362,0.0000497223,0.00006446933],"category_scores_gemma":[0.000005661253,0.00003222717,0.00004921834,0.0001195024,0.00000984956,0.00002348227,0.00001955482,0.00006511208,0.000007863733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001872803,"about_ca_system_score_gemma":0.000001003755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008522735,"about_ca_topic_score_gemma":0.00009074179,"domain_scores_codex":[0.9996126,0.00002217688,0.0001009536,0.0000742895,0.0001059401,0.00008409679],"domain_scores_gemma":[0.9997777,0.00001629642,0.00003022377,0.000135261,0.000014849,0.00002564448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706622,0.0003237719,0.53987,0.000243577,0.0006820184,0.000009886036,0.001054919,0.1257523,0.2353127,0.009604416,0.002680066,0.08419572],"study_design_scores_gemma":[0.001165434,0.0003958464,0.6215916,0.00008023368,0.0003918096,0.000009168659,0.0000691638,0.3090423,0.0599982,0.0005707825,0.006314016,0.0003714858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782001,0.00002493185,0.02013652,0.00005467753,0.00006896454,0.00005382455,0.000006925369,0.000051601,0.001402444],"genre_scores_gemma":[0.999485,0.000009977733,0.0001293414,0.000009949236,0.00003349177,0.000006551207,0.000003715583,0.000006275306,0.0003157059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18329,"threshold_uncertainty_score":0.1314186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007902671","doi":"10.1007/s40544-019-0333-z","title":"Friction transitions and connections to third bodies for a Cd coating on steel substrate","year":2020,"lang":"en","type":"article","venue":"Friction","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Reciprocating motion; Tribology; Coating; Lubrication; Composite material; Substrate (aquarium); Scanning electron microscope; Profilometer; Layer (electronics); Optical microscope; Enhanced Data Rates for GSM Evolution; Carbon steel; Relative humidity; Metallurgy; Corrosion; Surface finish; Bearing (navigation)","retraction":null,"screen_n_in":null,"score":{"opus":0.02747091451287469,"gpt":0.2411912863017963,"spread":0.2137203717889216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007115236,0.0001759223,0.0001681034,0.0001383289,0.0005905607,0.00007564822,0.00004354538,0.00007939991,0.00003432682],"category_scores_gemma":[0.00006867911,0.0001923153,0.00008036463,0.0002615868,0.00001271962,0.0003000678,0.000005405874,0.0001778755,0.0000646527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008714372,"about_ca_system_score_gemma":0.00001158425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003249324,"about_ca_topic_score_gemma":0.0001782754,"domain_scores_codex":[0.9991414,0.00002433407,0.0002595566,0.000253144,0.0001131535,0.0002084254],"domain_scores_gemma":[0.9994701,0.0001329674,0.00003404852,0.0001043947,0.0001025071,0.0001559453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003232576,0.0002090642,0.001886226,0.0003502478,0.0003326198,0.000005870173,0.02762278,0.6014963,0.2767645,0.009848841,0.07683892,0.004321421],"study_design_scores_gemma":[0.002488624,0.002277596,0.04083103,0.0002627848,0.0004048049,0.00007850026,0.02060051,0.5888498,0.05402653,0.001540201,0.2870399,0.001599694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.663455,0.00009387358,0.3244607,0.003277967,0.001526057,0.0006977237,0.0001483761,0.001181559,0.00515878],"genre_scores_gemma":[0.9971748,0.00009354128,0.001651187,0.0002343157,0.0003913827,0.0001827245,0.00003692671,0.00003714899,0.000197996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337198,"threshold_uncertainty_score":0.7842392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}