{"id":"W4396907161","doi":"10.1016/j.surfcoat.2024.130921","title":"Aerosol deposition of dense alumina coatings on micropillar-patterned Si substrates","year":2024,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Deposition (geology); Aerosol; Nanotechnology; Chemistry; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001165557,0.000253841,0.0002936294,0.0001939196,0.00007688992,0.00006312972,0.0001496565,0.0003524711,0.0000137927],"category_scores_gemma":[0.0000339466,0.0002537463,0.00005039521,0.000467922,0.0001662961,0.0000843709,0.0000370306,0.0004360203,0.0000276195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004484188,"about_ca_system_score_gemma":0.00001788231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004023238,"about_ca_topic_score_gemma":0.00004765322,"domain_scores_codex":[0.998862,0.00001881435,0.00034672,0.0003305319,0.0001383756,0.0003036134],"domain_scores_gemma":[0.9994968,0.00009958649,0.00005575801,0.0002393647,0.00006452407,0.00004395214],"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":[0.000005284633,0.00001521528,0.003364288,0.0002003622,0.00001598535,0.00003800699,0.0005671671,0.0002357945,0.9941282,0.0003402618,0.0002269388,0.0008625486],"study_design_scores_gemma":[0.0001681424,0.0001967356,0.0002234544,0.0004718401,0.00003755916,0.00005987035,0.0003060985,0.0002075287,0.9979067,0.00007910158,0.00009810446,0.0002448414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965303,0.001214065,0.0002402049,0.0002791546,0.0002221494,0.0001984855,0.00001754371,0.001204116,0.00009399581],"genre_scores_gemma":[0.9978763,0.0001334399,0.001771473,0.00002800417,0.00002226692,0.000017654,0.00001319857,0.00006322037,0.00007438485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003778577,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006395026421764931,"score_gpt":0.2221691676810219,"score_spread":0.2157741412592569,"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."}}