{"id":"W4361841838","doi":"10.2139/ssrn.4405706","title":"Aerosol Deposition of Alumina Coatings on Patterned Si Substrates","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Concordia University","funders":"","keywords":"Aerosol; Deposition (geology); Materials science; Nanotechnology; Chemical engineering; Chemistry; Geology; Engineering; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001095305,0.0002105313,0.0002635555,0.0002032726,0.0002450041,0.0003943951,0.0003223965,0.0003104409,0.00218773],"category_scores_gemma":[0.0003233542,0.0001844049,0.0002409912,0.0001662634,0.0001845587,0.0002941127,0.0002872315,0.0003542369,0.0004538253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897652,"about_ca_system_score_gemma":0.0001220884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007890043,"about_ca_topic_score_gemma":0.001233102,"domain_scores_codex":[0.9998129,0.0000103619,0.000008285067,0.00004420045,0.00006481252,0.00005939397],"domain_scores_gemma":[0.9998531,0.00005319809,0.00002154047,0.00002381502,0.00003331993,0.0000148359],"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":[0.00009053489,0.00001386585,0.0003016768,0.00004650081,0.000009243906,0.000152495,0.00006310735,0.0002580221,0.9969958,0.0001066074,0.00009752181,0.001864517],"study_design_scores_gemma":[0.00001005077,0.0001351629,0.002739687,0.000004638278,0.000006472946,0.00007247839,0.00004930516,0.002688995,0.9936447,0.00004265473,0.0006006584,0.000005127979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951825,0.000366591,0.001110267,0.00002873879,0.00003768758,0.00001128646,0.00009226341,0.00004429486,0.003126391],"genre_scores_gemma":[0.9970288,0.0001779331,0.0009412192,0.0000182813,0.00001329134,0.000005387722,0.00008954967,0.00002263039,0.001702951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218773,"threshold_uncertainty_score":0.007318676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331926715106744,"score_gpt":0.2425273075421017,"score_spread":0.2292080403910343,"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."}}