{"id":"W4300648472","doi":"","title":"Effects of organic coating on the radiative properties of soot aggregates.","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Soot; Coating; Materials science; Radiative transfer; Chemical engineering; Chemistry; Nanotechnology; Combustion; Optics; Organic chemistry; Physics","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":[0.0001976159,0.0003053475,0.0001982878,0.0001230847,0.0001982384,0.0004174123,0.0001685957,0.0002859887,0.002896793],"category_scores_gemma":[0.0004934126,0.0001563361,0.0001909637,0.0001604724,0.0002591795,0.0002236286,0.0001537636,0.0002939745,0.000312719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149053,"about_ca_system_score_gemma":0.0001529413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689415,"about_ca_topic_score_gemma":0.00154808,"domain_scores_codex":[0.9997863,0.00002860122,0.000007381468,0.00005618517,0.00005590275,0.00006565061],"domain_scores_gemma":[0.9995376,0.0002498699,0.00008194181,0.0000372941,0.00005766327,0.00003566711],"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":[0.0003358908,0.0000233212,0.0002261616,0.00008464632,0.00001378005,0.00004271945,0.00003199725,0.000362446,0.9973823,0.00005618253,0.00007734644,0.001363135],"study_design_scores_gemma":[0.00000780886,0.0001409931,0.002369471,0.000003967597,0.00001562357,0.0000203949,0.00002100811,0.0006896949,0.9961959,0.00001563088,0.000514005,0.000005429541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945015,0.001218756,0.0007841834,0.00004439531,0.00005857047,0.00001773752,0.000226959,0.00003445946,0.003113487],"genre_scores_gemma":[0.9977932,0.0005741103,0.0003085498,0.0000251218,0.000009720905,0.000005516085,0.00007661362,0.00002032401,0.001186799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002896793,"threshold_uncertainty_score":0.009690702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842050641283994,"score_gpt":0.2230046062361356,"score_spread":0.2045840998232957,"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."}}