{"id":"W2065727236","doi":"10.1021/ie701724s","title":"Transferred Arc Production of Fumed Silica: Rheological Properties","year":2008,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fumed silica; Rheology; Materials science; Production (economics); Arc (geometry); Chemical engineering; Composite material; Mechanical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004552036,0.0001931579,0.0003109496,0.00007229124,0.00007259173,0.00001466294,0.0003032522,0.0003201075,0.0001368452],"category_scores_gemma":[0.0005868791,0.0001642749,0.00008633934,0.0005426791,0.0001990425,0.00008681964,0.00004188509,0.0009924495,0.000009184982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008640719,"about_ca_system_score_gemma":0.00006828458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000108562,"about_ca_topic_score_gemma":2.538694e-7,"domain_scores_codex":[0.9983579,0.00002579131,0.0003561366,0.0002613161,0.0005271492,0.0004717381],"domain_scores_gemma":[0.9993229,0.00008229132,0.00001646126,0.0002791897,0.0001515909,0.0001475983],"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":[0.00005566796,0.00004809301,0.00001764428,0.0002793948,0.00004741778,0.0000154702,0.00007789931,0.08962804,0.9091508,0.00003743873,0.0001615719,0.0004806091],"study_design_scores_gemma":[0.0004969384,0.00004824928,0.00006842657,0.0001051926,0.000008391509,0.00006395811,0.00003415688,0.1218371,0.8750194,0.00003060585,0.002053332,0.0002341785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969349,0.0004249536,0.0001986482,0.00008212712,0.0002258312,0.0002388021,0.000004820209,0.0002594716,0.001630472],"genre_scores_gemma":[0.9985451,0.0001555502,0.00002613975,5.893908e-7,0.0004876187,0.0000544022,0.0000101091,0.00003905114,0.0006814258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413131,"threshold_uncertainty_score":0.6698934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167413524604023,"score_gpt":0.2770579982864514,"score_spread":0.1096444736824284,"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."}}