{"id":"W4389395946","doi":"10.1016/j.wear.2023.205201","title":"Effect of graphene on the microstructure, thermal conductivity, and tribological behavior of cast B319 Al alloy","year":2023,"lang":"en","type":"article","venue":"Wear","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Graphene; Tribology; Alloy; Composite number; Thermal conductivity; Composite material; Grain size; Thermal stability; Metallurgy; Nanotechnology; Chemical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001983106,0.0001168777,0.0001986852,0.00004758288,0.00003013673,0.00000826566,0.0001229548,0.00005909026,0.00003327536],"category_scores_gemma":[0.00002438322,0.00006873462,0.00005567643,0.000126969,0.0001770047,0.00002960969,0.00006749384,0.0001356624,0.00001019478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006843355,"about_ca_system_score_gemma":0.000003218575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002020239,"about_ca_topic_score_gemma":0.00000236918,"domain_scores_codex":[0.9994334,0.0000792152,0.0001231309,0.0001054619,0.0001163038,0.0001425001],"domain_scores_gemma":[0.9995654,0.0002052677,0.00002436495,0.0001691915,0.00001228959,0.00002343644],"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":[0.00005043213,0.000008924265,0.006504322,0.00003712387,0.00003151522,0.000006820562,0.00017959,0.0003289145,0.9920655,0.00008083981,0.0002569364,0.0004491177],"study_design_scores_gemma":[0.0003402946,0.0005293463,0.06943504,0.00002134221,0.00003748385,0.00001401061,0.00003242763,0.0009153548,0.928461,0.00002042626,0.00009394491,0.00009933383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992687,0.000126125,0.000001346932,0.00004337297,0.0001168405,0.0002150378,0.00002170535,0.00008627311,0.0001206717],"genre_scores_gemma":[0.9998583,0.00001947119,0.00002740629,0.00001384768,0.00001732285,0.00001783833,0.000003518067,0.00001906273,0.00002321643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06360446,"threshold_uncertainty_score":0.2802916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468880167389293,"score_gpt":0.2298070409915294,"score_spread":0.2151182393176365,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}