{"id":"W1495846857","doi":"10.4271/2004-01-1673","title":"Alumina-Polymer E-Coatings With Increased Wear Resistance","year":2004,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Polymer; Composite material; Wear resistance","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005094049,0.0007867586,0.0007878043,0.0001929271,0.0003795559,0.0001966368,0.001127574,0.0005385154,0.0004812814],"category_scores_gemma":[0.0002636849,0.0006717734,0.0002085208,0.001078186,0.001508076,0.0005089715,0.0001763458,0.0009692654,0.0002802438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247516,"about_ca_system_score_gemma":0.0001226425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007190111,"about_ca_topic_score_gemma":0.02907277,"domain_scores_codex":[0.9956106,0.00009191791,0.0009125805,0.001058727,0.001150784,0.00117541],"domain_scores_gemma":[0.9977204,0.0002209609,0.0001573233,0.001356421,0.00009943252,0.0004454297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002399043,0.0001247671,0.00002547201,0.00007641402,0.00002193438,0.000110575,0.00003658649,0.0001142067,0.987864,0.01012459,0.00107932,0.0001822949],"study_design_scores_gemma":[0.002033551,0.001992821,0.8553174,0.001090385,0.0001324224,0.0004509921,0.0001126425,9.578166e-8,0.1201891,0.006453127,0.01023831,0.00198921],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938019,0.0005794459,0.0000139139,0.001778665,0.0002401511,0.0007927021,0.00005378642,0.004947578,0.05357477],"genre_scores_gemma":[0.9854019,0.0002115771,0.01226163,0.001135322,0.00013244,0.0003673144,0.00002869749,0.0001833455,0.0002777777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8676749,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0041653759470343,"score_gpt":0.1980602144371401,"score_spread":0.1938948384901057,"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."}}