{"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","author_layer_release":"2026-06-26"},"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","authors":[{"name":"Ming Zhou","is_ca":false},{"name":"Noshir S. Pesika","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Yu Tian","is_ca":false},{"name":"Jacob N. Israelachvili","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239444,0.000625229,0.0004231175,0.0004582216,0.0001707492,0.0006084137,0.0004397671,0.0005920694,0.0007026059],"category_scores_gemma":[0.0003927557,0.0002583665,0.0003455687,0.0004831729,0.0004241847,0.0008513226,0.0005103601,0.0005494488,0.0002662122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604887,"about_ca_system_score_gemma":0.0001713343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000384456,"about_ca_topic_score_gemma":0.0004235198,"domain_scores_codex":[0.9998758,0.00001699308,0.000009743712,0.00003611094,0.00003746588,0.00002394213],"domain_scores_gemma":[0.9998739,0.00004392102,0.00003063562,0.00001046313,0.00002552202,0.00001563896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898781,0.0001376678,0.001265833,0.005847643,0.0001026623,0.0005384913,0.000569485,0.005948426,0.7838483,0.0303679,0.001652753,0.1695309],"study_design_scores_gemma":[0.00005221242,0.001064124,0.008702382,0.0005738299,0.000229345,0.00188211,0.0004783716,0.01930377,0.6558068,0.01008676,0.3016682,0.0001519785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3112452,0.6321825,0.03593539,0.001133444,0.0002722476,0.00006296956,0.00008986101,0.0001002439,0.01897816],"genre_scores_gemma":[0.659695,0.3077186,0.02728714,0.0004265991,0.0001731612,0.00008203734,0.0002152313,0.0000368711,0.004365368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0007026059,"threshold_uncertainty_score":0.002615571,"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","authors":[{"name":"Yefei Zhou","is_ca":true},{"name":"Zhihao Chen","is_ca":false},{"name":"Tao Zhang","is_ca":false},{"name":"Silong Zhang","is_ca":false},{"name":"Xiaolei Xing","is_ca":false},{"name":"Qingxiang Yang","is_ca":false},{"name":"Dongyang Li","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002508166,0.0003822788,0.0004907935,0.0004298073,0.0005501238,0.0004074682,0.0005509757,0.0006393279,0.001052658],"category_scores_gemma":[0.000419854,0.0002580433,0.0004537526,0.000405281,0.0004378915,0.0006512844,0.0002871915,0.0004748803,0.000078565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442052,"about_ca_system_score_gemma":0.0004035415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399568,"about_ca_topic_score_gemma":0.002900865,"domain_scores_codex":[0.9999049,0.000009452702,0.000005314615,0.00002078184,0.00002746648,0.00003212909],"domain_scores_gemma":[0.999803,0.00008565365,0.0000244342,0.00002751693,0.00003610591,0.00002325761],"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":[0.0009978387,0.001214718,0.01930511,0.0007708847,0.0002978275,0.001687036,0.0006500316,0.5840385,0.363876,0.008816959,0.001608929,0.01673629],"study_design_scores_gemma":[0.00005089441,0.0002132041,0.003844633,0.00001238479,0.0000225523,0.00003849949,0.00008803339,0.9762763,0.0182336,0.0005887887,0.0006020588,0.00002906044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954036,0.0002240658,0.002368345,0.00006986607,0.00001731723,0.00002189415,0.0002053576,0.00007025251,0.001619226],"genre_scores_gemma":[0.9984531,0.00009514728,0.001136406,0.00001301356,0.000003951644,0.00002384926,0.0001170317,0.00000813579,0.0001494136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004399568,"threshold_uncertainty_score":0.008747935,"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","authors":[{"name":"Zhuming Bi","is_ca":false},{"name":"Donald W. Mueller","is_ca":false},{"name":"Wenjun Zhang","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886224,0.0005765186,0.001143576,0.0008447889,0.0003365123,0.002238713,0.001692879,0.001310971,0.001395922],"category_scores_gemma":[0.002103275,0.0005886643,0.0008968628,0.0007355991,0.0009658948,0.001202342,0.0006466719,0.0007026641,0.000634114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005721813,"about_ca_system_score_gemma":0.0007347195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005338874,"about_ca_topic_score_gemma":0.001471705,"domain_scores_codex":[0.9994116,0.0001482634,0.00005931162,0.00009648586,0.0002323072,0.00005199624],"domain_scores_gemma":[0.9989799,0.0004660971,0.0001182211,0.0001596813,0.0002451183,0.0000309789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009077441,0.0001064359,0.002119177,0.0007624319,0.0000583492,0.0001191791,0.0001897863,0.9156817,0.009261361,0.01326734,0.0008295471,0.05751389],"study_design_scores_gemma":[0.000003182157,0.00002092325,0.0003649428,0.00006190729,0.00000631973,0.00002077948,0.00001749057,0.9947042,0.001258804,0.001219615,0.002311612,0.00001023263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2689109,0.03258329,0.6643915,0.001239099,0.0002114218,0.0001014366,0.0007894378,0.00155292,0.03022003],"genre_scores_gemma":[0.9547731,0.0110629,0.0311273,0.00006852931,0.000102589,0.00005456031,0.0003591331,0.0001204816,0.002331499],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005338874,"threshold_uncertainty_score":0.01061559,"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","authors":[{"name":"Florian König","is_ca":false},{"name":"Florian Wirsing","is_ca":false},{"name":"Georg Jacobs","is_ca":false},{"name":"Rui He","is_ca":true},{"name":"Zhigang Tian","is_ca":true},{"name":"Ming J. Zuo","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774384,0.0005406139,0.0007442757,0.0007588259,0.000276111,0.0005066885,0.0008545626,0.0004975124,0.001078748],"category_scores_gemma":[0.003435512,0.0003894156,0.0004229517,0.0002945859,0.0003304796,0.0005963003,0.0003918624,0.0006093131,0.0002717566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428331,"about_ca_system_score_gemma":0.001011232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045702,"about_ca_topic_score_gemma":0.007755335,"domain_scores_codex":[0.9997149,0.0000552215,0.00001990199,0.00007078797,0.0001086138,0.00003058778],"domain_scores_gemma":[0.9986359,0.0007810337,0.0001641436,0.00006733807,0.0002993244,0.00005218183],"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":[0.0001638069,0.00006677317,0.00401389,0.00005877923,0.00003825607,0.0001084401,0.00006011262,0.9194554,0.004332695,0.00141371,0.0004055593,0.06988256],"study_design_scores_gemma":[0.000002117385,0.00000536332,0.0002277803,0.000001702863,0.000002090261,0.000005939361,0.00000156405,0.9992067,0.0002926461,0.0002149382,0.00003677278,0.00000248484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05942139,0.0001634305,0.9388856,0.00006496378,0.00001327561,0.00003451951,0.00009108308,0.0006043412,0.0007213443],"genre_scores_gemma":[0.9050451,0.0001136449,0.09319177,0.00003554656,0.00002928518,0.00005990442,0.0001893331,0.00004792678,0.001287562],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01045702,"threshold_uncertainty_score":0.02079231,"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","authors":[{"name":"Yiming Zhao","is_ca":false},{"name":"Gang Yi","is_ca":false},{"name":"Jiuyu Cui","is_ca":false},{"name":"Ziqian Zhao","is_ca":true},{"name":"Yonggan Yan","is_ca":false},{"name":"Luxing Wei","is_ca":false},{"name":"Jinlong Shao","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Jun Huang","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001647858,0.0002506413,0.0001580068,0.0002381733,0.0001478519,0.0002600166,0.000191905,0.0002374131,0.0006379277],"category_scores_gemma":[0.000386614,0.0001209246,0.0001332624,0.0001809965,0.0003442486,0.0003032474,0.0002064288,0.0003729428,0.00006203174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335762,"about_ca_system_score_gemma":0.0001148428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006261485,"about_ca_topic_score_gemma":0.0007425956,"domain_scores_codex":[0.9998801,0.000009832724,0.000008954676,0.00002124474,0.00004669938,0.00003313753],"domain_scores_gemma":[0.999827,0.00004575088,0.00006026367,0.00001388181,0.00002605415,0.00002702418],"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":[0.00006249313,0.00001525287,0.0007895386,0.00003494645,0.000005277765,0.00005651327,0.0000895767,0.0002395268,0.9969561,0.00009742023,0.00003118127,0.001622239],"study_design_scores_gemma":[0.00001015249,0.0003993962,0.01927489,0.0000151195,0.00001091329,0.0001077585,0.0002160414,0.005223059,0.9738215,0.0001117508,0.0007834405,0.00002604937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989092,0.000172389,0.000664853,0.00001482647,0.000005711085,0.000004549507,0.00003382191,0.00001008921,0.0001845965],"genre_scores_gemma":[0.9991929,0.0000895885,0.0005045169,0.000009792514,0.000001896138,0.000006769711,0.00002687378,0.000003254065,0.0001644546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006379277,"threshold_uncertainty_score":0.002134025,"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","authors":[{"name":"Cunao Feng","is_ca":true},{"name":"Dekun Zhang","is_ca":false},{"name":"Kai Chen","is_ca":false}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001329274,0.0001742522,0.0002050945,0.0004119435,0.0002485586,0.0002072923,0.0002161161,0.0001655849,0.001105131],"category_scores_gemma":[0.0002749316,0.0001492714,0.000123986,0.0002377071,0.0003469573,0.0002970652,0.0001648503,0.0002493809,0.0001006834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829509,"about_ca_system_score_gemma":0.0001015693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009791249,"about_ca_topic_score_gemma":0.0005700372,"domain_scores_codex":[0.9999077,0.000007673143,0.000003116216,0.00002109353,0.00003636525,0.00002401642],"domain_scores_gemma":[0.9998902,0.00003725599,0.00002598894,0.0000116683,0.00002053261,0.00001433779],"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":[0.00007735442,0.00002224703,0.001284647,0.00005263882,0.000008059309,0.00009037355,0.00007840177,0.000682572,0.992321,0.0002380708,0.0001081347,0.005036545],"study_design_scores_gemma":[0.00002786255,0.0003199289,0.06041545,0.00002021991,0.0000338824,0.0002954722,0.0003805341,0.03081718,0.9051004,0.000361491,0.002178923,0.00004869234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929532,0.0003716319,0.005298913,0.00003683444,0.00001521725,0.000008746477,0.00007207179,0.00006348696,0.001179783],"genre_scores_gemma":[0.9988287,0.0001016055,0.0008235865,0.000008351794,0.000003672742,0.000005043388,0.00001753307,0.000004888769,0.0002065663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105131,"threshold_uncertainty_score":0.003697038,"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","authors":[{"name":"Stéphane Thibodeau","is_ca":true},{"name":"Houshang Alamdari","is_ca":true},{"name":"Donald Ziegler","is_ca":false},{"name":"Mario Fafard","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003070002,0.0004159051,0.0006791066,0.0005286487,0.0003326947,0.0003785543,0.0003976187,0.0006986673,0.002134848],"category_scores_gemma":[0.0007215773,0.0002074095,0.0002976141,0.0005655228,0.0003964452,0.0002869949,0.0001678964,0.0004832339,0.0003883322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807282,"about_ca_system_score_gemma":0.0001994117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937806,"about_ca_topic_score_gemma":0.003008293,"domain_scores_codex":[0.9995627,0.00003035942,0.00002631466,0.00007920291,0.0002463027,0.00005511944],"domain_scores_gemma":[0.9996001,0.00009918777,0.00003484881,0.00004815281,0.0001698275,0.00004791926],"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":[0.0001497443,0.00001689714,0.000566947,0.00003828639,0.000009145809,0.0001701472,0.0001008336,0.0002704997,0.9963093,0.00003920233,0.00006689464,0.002261962],"study_design_scores_gemma":[0.00001801142,0.0006900229,0.0339984,0.00001646741,0.00002276932,0.0002666182,0.0002695866,0.004347828,0.9592639,0.00005118923,0.001032817,0.00002235983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976242,0.0004131875,0.0008582437,0.00003404457,0.00002486534,0.00001124627,0.0002038455,0.00004349892,0.0007868382],"genre_scores_gemma":[0.9979604,0.00009971944,0.0007661865,0.00001950215,0.000004273024,0.000007282516,0.0001353783,0.00001508817,0.0009921483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002134848,"threshold_uncertainty_score":0.007141829,"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)","authors":[{"name":"P. Behera","is_ca":true},{"name":"Lisa Lee","is_ca":true},{"name":"Sriraman K. Rajagopalan","is_ca":true},{"name":"Richard R. Chromik","is_ca":true},{"name":"Stephen Yue","is_ca":true}],"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206067,0.0002204291,0.0002615532,0.0006449568,0.0004543943,0.0004338264,0.0002918611,0.0004182491,0.001827165],"category_scores_gemma":[0.0005525402,0.0001868239,0.0002565679,0.0004655622,0.0003478437,0.000238846,0.0002976964,0.0002746528,0.0002450777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745407,"about_ca_system_score_gemma":0.0002146971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595519,"about_ca_topic_score_gemma":0.004059432,"domain_scores_codex":[0.9997249,0.00001183178,0.00001122631,0.00005341713,0.0001355317,0.00006314566],"domain_scores_gemma":[0.9996092,0.00005686384,0.00009387878,0.00005827354,0.0001395604,0.00004223385],"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":[0.0002096437,0.00003267538,0.005693262,0.00006676077,0.000008444042,0.000541119,0.0001691105,0.0008483197,0.98226,0.0001940802,0.0002260539,0.009750557],"study_design_scores_gemma":[0.00001051209,0.0006297348,0.07706632,0.0000156621,0.00002288387,0.0007818271,0.0003273391,0.01116018,0.9068217,0.00009413817,0.003043782,0.00002595514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966249,0.0003208801,0.001488114,0.00002053102,0.00001453075,0.000007065588,0.00006418488,0.00005271725,0.001407057],"genre_scores_gemma":[0.9984939,0.00004567724,0.0005603935,0.000004858783,9.668018e-7,0.00000172465,0.00004545189,0.000004231759,0.0008426736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595519,"threshold_uncertainty_score":0.00714922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}