{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8202901,0.005901113,0.13983308,0.00026963095,0.0008159313,0.00073616265,0.0036940605,0.0016924203,0.026767524],"genre_scores_gemma":[0.94938797,0.0010237423,0.04036784,0.00013681254,0.000054656608,0.00016573336,0.0020865132,0.00018291414,0.006593801],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9909723,0.0014873289,0.00092230516,0.00089437736,0.0054325964,0.0002911718],"domain_scores_gemma":[0.9733085,0.010968589,0.002371063,0.0034892778,0.009549909,0.00031279848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054415073,0.0011925327,0.0006662288,0.005350859,0.00033715685,0.00062477,0.0010617676,0.0007511113,0.0033417554],"category_scores_gemma":[0.014522381,0.00039887187,0.00092183624,0.0040238616,0.0005147515,0.0009666912,0.0006755318,0.0010484613,0.0024840331],"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":[0.0012375279,0.0006752273,0.316273,0.0012384997,0.00032707804,0.0009306131,0.0019091865,0.001696226,0.47252324,0.00079790776,0.0028916732,0.19949974],"study_design_scores_gemma":[0.00002973998,0.0024167025,0.6459357,0.00013110075,0.00025095564,0.0031162805,0.001268469,0.008584376,0.32206166,0.00071522244,0.015331971,0.00015779317],"about_ca_topic_score_codex":0.0012038976,"about_ca_topic_score_gemma":0.0031869202,"teacher_disagreement_score":0.0054415073,"about_ca_system_score_codex":0.00028901838,"about_ca_system_score_gemma":0.00032822954,"threshold_uncertainty_score":0.028777778},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99936,0.00015957454,0.00009723547,0.0000087743565,0.0000031959419,0.0000049408923,0.00009069749,0.000008162541,0.0002673589],"genre_scores_gemma":[0.9987367,0.00013303342,0.0004471798,0.000010274984,0.000002634456,0.000008521942,0.00014396392,0.000007592405,0.0005101886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998708,0.000011168694,0.000009776344,0.000024800749,0.00004852445,0.000034928995],"domain_scores_gemma":[0.9998597,0.00002708542,0.00004402897,0.000008899971,0.000030855917,0.000029420242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010293247,0.00030473268,0.00020347702,0.00020949302,0.0002120994,0.000224417,0.0002207305,0.00035569913,0.0012492916],"category_scores_gemma":[0.0002363115,0.0001912102,0.00020349718,0.00022782358,0.00015778086,0.00014897068,0.00010089222,0.00021910794,0.00023679799],"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":[0.00005315934,0.000008012682,0.00018854388,0.000020750877,0.000002766905,0.000039722836,0.000018967025,0.000046929734,0.99924386,0.000007755685,0.0000076145525,0.0003619687],"study_design_scores_gemma":[0.000009266449,0.0003082958,0.010327282,0.0000041000376,0.000009953182,0.000103015824,0.00006348909,0.00070305116,0.9879972,0.000011182395,0.00045747298,0.000005627534],"about_ca_topic_score_codex":0.002047713,"about_ca_topic_score_gemma":0.002637346,"teacher_disagreement_score":0.002047713,"about_ca_system_score_codex":0.00026487498,"about_ca_system_score_gemma":0.00013101655,"threshold_uncertainty_score":0.004179299},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979882,0.0004016336,0.00094470487,0.000011421171,0.0000073460774,0.000009981322,0.00019728887,0.000017704342,0.00042160542],"genre_scores_gemma":[0.9940864,0.0004894225,0.0028076617,0.000021497102,0.0000037735554,0.000014801256,0.0005891195,0.000025057634,0.0019621649],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998703,0.000009859013,0.000011065774,0.000018117355,0.00007025578,0.000020453437],"domain_scores_gemma":[0.9997662,0.00005202332,0.000043614353,0.000016514374,0.00009575071,0.000025959087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011303425,0.0003261011,0.00023652159,0.00042250587,0.00018694879,0.00018913402,0.00018704508,0.00026885708,0.0011183156],"category_scores_gemma":[0.00030974022,0.00016780884,0.00018554747,0.0003050527,0.0001625455,0.00017028025,0.000102857404,0.00020365519,0.00020110309],"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":[0.00003257791,0.0000034658553,0.00014630484,0.00001612745,0.0000022943104,0.000027423564,0.0000108111135,0.000037905673,0.99918085,0.0000032909581,0.0000060934603,0.0005328893],"study_design_scores_gemma":[0.000004317227,0.00023958492,0.012016714,0.0000061716173,0.000011824573,0.000064424334,0.000047296086,0.00041016086,0.98656476,0.000007382015,0.000621201,0.0000061075098],"about_ca_topic_score_codex":0.0014858029,"about_ca_topic_score_gemma":0.0048269653,"teacher_disagreement_score":0.0014858029,"about_ca_system_score_codex":0.00020123429,"about_ca_system_score_gemma":0.00010461389,"threshold_uncertainty_score":0.0037410855},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984469,0.0002107703,0.00037014385,0.000010629265,0.000005887221,0.000009622185,0.00018810878,0.000013880083,0.000744195],"genre_scores_gemma":[0.99543864,0.00024565874,0.0016453644,0.000017029131,0.0000043456284,0.000016476703,0.0004139739,0.000022038173,0.0021965513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998566,0.000009969214,0.000008979641,0.000022129503,0.000066722096,0.000035573845],"domain_scores_gemma":[0.9997397,0.00005734493,0.00005683982,0.000018444216,0.00008883213,0.000038866066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014027224,0.00030007344,0.00021151193,0.0004074929,0.00026231434,0.00019577247,0.00019281234,0.00028507458,0.002267963],"category_scores_gemma":[0.00025474446,0.00017055601,0.00020976146,0.0003757843,0.00016628754,0.00015760674,0.00011603071,0.00034990546,0.00031213515],"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":[0.00004310653,0.0000063643656,0.00019354414,0.0000140525235,0.000002471716,0.000043279128,0.000027138456,0.000026873748,0.9991974,0.0000064464098,0.000007860471,0.0004313939],"study_design_scores_gemma":[0.0000058984933,0.00029818225,0.013836882,0.000005638019,0.000012169449,0.00007943383,0.00010828704,0.0004680729,0.9844006,0.000009163093,0.00077055977,0.0000050256554],"about_ca_topic_score_codex":0.002479126,"about_ca_topic_score_gemma":0.0048448923,"teacher_disagreement_score":0.002479126,"about_ca_system_score_codex":0.00022312919,"about_ca_system_score_gemma":0.00013250159,"threshold_uncertainty_score":0.0075870752},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8734125,0.00033348813,0.1176142,0.00014259688,0.000058093978,0.00006978289,0.00013158446,0.00043680592,0.0078009893],"genre_scores_gemma":[0.97876656,0.000083879284,0.020276133,0.000009402014,0.000005411345,0.000027475022,0.000038327802,0.000023111346,0.00076974445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990416,0.00001823995,0.0000067937845,0.000012893322,0.00004316089,0.000014704077],"domain_scores_gemma":[0.9995435,0.00024446845,0.0000681279,0.000042330958,0.00008736024,0.000014169185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032032852,0.00028445528,0.00033638487,0.00031432888,0.00022834398,0.0005259865,0.00044923773,0.00044345975,0.0012417643],"category_scores_gemma":[0.0012132452,0.0001288575,0.0002567581,0.0002986299,0.00040246968,0.00028785568,0.0002591066,0.00019641884,0.00013529147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021879279,0.00012361073,0.0025732548,0.00022351356,0.000017157075,0.0002106788,0.0001254082,0.8665559,0.09887239,0.0026985488,0.0002882638,0.028092425],"study_design_scores_gemma":[0.0000066739995,0.000035073528,0.00024834252,0.0000022292145,0.000002522105,0.0000130480785,0.0000087983535,0.9941962,0.0052560274,0.000081709615,0.00014552528,0.0000039275224],"about_ca_topic_score_codex":0.0031329363,"about_ca_topic_score_gemma":0.0022274982,"teacher_disagreement_score":0.0031329363,"about_ca_system_score_codex":0.00036146012,"about_ca_system_score_gemma":0.000351479,"threshold_uncertainty_score":0.0062294006},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5043778,0.0012179301,0.45101365,0.0005204829,0.00013443262,0.00013710523,0.0006991684,0.00092666986,0.040972803],"genre_scores_gemma":[0.9786648,0.00053374225,0.00991294,0.00002585331,0.0000150732285,0.000059128044,0.00020728646,0.00007017318,0.010511055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998135,0.00003463272,0.000010387033,0.000030024048,0.000076530945,0.000034977526],"domain_scores_gemma":[0.99986315,0.00004867713,0.000020615793,0.000019831574,0.000037154143,0.000010460237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020821637,0.00044541774,0.00074462936,0.0003430726,0.0002851591,0.0008685498,0.0009157385,0.00097198586,0.0023509348],"category_scores_gemma":[0.0005549962,0.0002978116,0.00050060515,0.00028409157,0.00032149447,0.0008705914,0.00041018383,0.0007039929,0.00059928506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017619841,0.000018123763,0.0005214449,0.000043698365,0.000007561804,0.000052014384,0.000041549254,0.9825424,0.009340053,0.0016674354,0.00015668027,0.005591474],"study_design_scores_gemma":[0.0000016981053,0.00001226925,0.000377641,0.0000024048395,0.0000023172727,0.0000073833066,0.000007266621,0.99813926,0.0006635414,0.00027235594,0.00051036774,0.0000034900893],"about_ca_topic_score_codex":0.01568762,"about_ca_topic_score_gemma":0.013190391,"teacher_disagreement_score":0.01568762,"about_ca_system_score_codex":0.0004493634,"about_ca_system_score_gemma":0.0007712256,"threshold_uncertainty_score":0.0311926},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99844533,0.00047927353,0.00054616056,0.000014306888,0.000016146207,0.000011733179,0.00006120427,0.000028180573,0.00039764316],"genre_scores_gemma":[0.99721414,0.0003197015,0.001838524,0.000017631777,0.000009099331,0.000012874341,0.000058478563,0.00002230622,0.0005071293],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997004,0.00004137437,0.000033734945,0.00006497461,0.00009628649,0.00006323457],"domain_scores_gemma":[0.9995633,0.00016426753,0.00010816815,0.00002570721,0.00009231831,0.000046254405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025039483,0.00056904677,0.00033591443,0.00026747186,0.00021830782,0.00057250756,0.00024376216,0.0004419692,0.0008963221],"category_scores_gemma":[0.00066131004,0.00029710293,0.00021220601,0.00025689055,0.00028403985,0.00046633926,0.00022361391,0.00034842867,0.00021302929],"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":[0.00023939597,0.00001779636,0.00026653628,0.00006294015,0.000008985653,0.00004534667,0.00003039268,0.00014492238,0.997776,0.00001909178,0.00001507195,0.001373444],"study_design_scores_gemma":[0.0000051277775,0.00019001661,0.0012686508,0.0000028706074,0.000012562571,0.000025797528,0.000019244495,0.0004467998,0.9976562,0.000004922225,0.00036213448,0.0000055810706],"about_ca_topic_score_codex":0.0012802399,"about_ca_topic_score_gemma":0.002499715,"teacher_disagreement_score":0.0012802399,"about_ca_system_score_codex":0.00027772365,"about_ca_system_score_gemma":0.00020973665,"threshold_uncertainty_score":0.0029985309},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979528,0.0004591624,0.0007826281,0.000021610498,0.000021396812,0.000009703527,0.000066446155,0.000042098138,0.0006441359],"genre_scores_gemma":[0.99807787,0.00025482746,0.00082446943,0.00001594538,0.000005719986,0.000008636023,0.00006608609,0.000017916882,0.0007285711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998299,0.00001682999,0.000017823033,0.000040130133,0.000060038972,0.000035229412],"domain_scores_gemma":[0.999653,0.00011507952,0.00006234215,0.00004638083,0.000086998974,0.000036225676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633589,0.00030546336,0.00023933518,0.00017208025,0.000108908134,0.00028282168,0.00025560183,0.00027926444,0.001145938],"category_scores_gemma":[0.0006662678,0.000231926,0.000121663055,0.0002308604,0.00015843712,0.00020124271,0.00012244738,0.00027097165,0.00019085337],"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":[0.0001586011,0.000010588104,0.00019472488,0.00004162786,0.000005450559,0.000095138115,0.000043237065,0.00009599839,0.99761355,0.000018745724,0.000026852038,0.0016953516],"study_design_scores_gemma":[0.0000081498765,0.00021473451,0.003108025,0.000003999063,0.000008816363,0.000068710215,0.000036837322,0.00089849066,0.9953177,0.000005920116,0.00032337167,0.00000522279],"about_ca_topic_score_codex":0.0004690127,"about_ca_topic_score_gemma":0.0009125703,"teacher_disagreement_score":0.001145938,"about_ca_system_score_codex":0.00014427555,"about_ca_system_score_gemma":0.00009572842,"threshold_uncertainty_score":0.0038335323},"labels":[],"label_agreement":null}]}