{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008898,0.0004559091,0.0005003855,0.0002721779,0.000111943,0.0001199921,0.0004869849,0.0004647831,0.00001473937],"category_scores_gemma":[0.00005657052,0.0004665753,0.000260205,0.0001933631,0.00004412096,0.00008274325,0.00008997333,0.006211377,0.00004870654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215888,"about_ca_system_score_gemma":0.0007052026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009438,"about_ca_topic_score_gemma":0.0006344367,"domain_scores_codex":[0.9966122,0.0000926478,0.0007040799,0.000342875,0.0004937608,0.00175445],"domain_scores_gemma":[0.9989744,0.00009580278,0.0003165863,0.0003770351,0.0001379314,0.00009821614],"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":[0.00006926881,0.0001581607,0.004149664,0.0005474793,0.0006133178,0.00008384365,0.001613393,0.07255809,0.9154324,0.002479698,0.0005583944,0.001736319],"study_design_scores_gemma":[0.001506263,0.001173028,0.004034174,0.002979803,0.0005249616,0.0005253992,0.001287899,0.001827045,0.9716881,0.01256875,0.0000202804,0.001864329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948473,0.0004490369,0.002740443,0.0001100577,0.001110483,0.000268629,0.00002772109,0.0003851686,0.00006114831],"genre_scores_gemma":[0.997582,0.001265733,0.0001604084,0.00001235911,0.000404079,0.00003523599,0.00009906265,0.0001786361,0.0002625142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07073105,"threshold_uncertainty_score":0.9997786,"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."}}