{"id":"W3087509017","doi":"10.1016/j.ces.2020.116123","title":"Carbon aerogels activation by CO2 using an induction heated fluidized bed reactor","year":2020,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Carbonization; Carbon fibers; Chemical engineering; Mass transfer; Resorcinol; Aerogel; Materials science; Mesoporous material; Activated carbon; Fluidized bed; Polymerization; Chemistry; Catalysis; Adsorption; Chromatography; Nanotechnology; Composite material; Organic chemistry; Polymer","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":[0.00008074022,0.0001326081,0.0001237232,0.00002430657,0.00005168676,0.00005340246,0.0001959385,0.0001054223,0.00003378751],"category_scores_gemma":[0.0002006191,0.000138129,0.0000247232,0.0004506452,0.00007605314,0.0004151045,0.00003972742,0.0001833201,0.00000158236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600832,"about_ca_system_score_gemma":0.00004392467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003487034,"about_ca_topic_score_gemma":1.777404e-8,"domain_scores_codex":[0.9989641,0.000003166493,0.0001740579,0.000338612,0.0002808453,0.0002392715],"domain_scores_gemma":[0.9995008,0.00001662243,0.00005437964,0.0001495983,0.00006625862,0.0002123424],"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":[0.0000124228,0.00002008326,0.00004499489,0.00001880799,0.000003312616,3.971106e-7,0.0001330787,0.0009541112,0.9986074,0.00001859082,0.000002784118,0.0001840041],"study_design_scores_gemma":[0.000173766,0.000007086274,0.00001117618,0.00002067532,0.000005131201,0.00000219557,0.00001549405,0.1697633,0.8298293,0.000004251031,0.00003348383,0.0001340964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988785,0.00001609904,0.0006131833,0.00006767816,0.00004980461,0.00004314253,0.000003727926,0.0002282663,0.00009956256],"genre_scores_gemma":[0.9990651,8.982174e-7,0.0006898264,0.00003515142,0.000152857,0.000003966407,0.00003028809,0.00001994393,0.000001961561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1688092,"threshold_uncertainty_score":0.5632738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768056722114691,"score_gpt":0.2400186620062237,"score_spread":0.2123380947850768,"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."}}