{"id":"W4206981498","doi":"10.1016/j.ceramint.2022.01.192","title":"Non-supercritical drying synthesis and characterization of monolithic alumina aerogel from secondary aluminum dross","year":2022,"lang":"en","type":"article","venue":"Ceramics International","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Aerogel; Dross; Supercritical fluid; Characterization (materials science); Aluminium; Supercritical drying; Composite material; Chemical engineering; Nanotechnology; Metallurgy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001004425,0.0001128618,0.000147013,0.00004825152,0.0001388959,0.00004219265,0.0002044917,0.00007178583,0.003088247],"category_scores_gemma":[0.00003546523,0.0001363284,0.00005542119,0.00004586986,0.00007783827,0.0001721419,0.000211793,0.0002414397,0.000004401616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132382,"about_ca_system_score_gemma":0.00004010292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006654,"about_ca_topic_score_gemma":0.000003909895,"domain_scores_codex":[0.9990717,0.00001737778,0.0002909625,0.0002445139,0.0002507118,0.0001247667],"domain_scores_gemma":[0.9995708,0.00009881915,0.00006243758,0.0001434065,0.00007945779,0.00004510817],"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":[0.00006963114,0.0001314154,0.02005769,0.00003550034,0.0001084546,0.000009334961,0.0007641299,0.00003642961,0.9634402,0.006016955,0.00001057362,0.0093197],"study_design_scores_gemma":[0.001111434,0.00003426431,0.1039699,0.000107039,0.00008456223,0.00006404311,0.001458598,0.1484036,0.7375306,0.003873418,0.00283355,0.0005289598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938645,0.00002543407,0.0003109074,0.000226473,0.0002738788,0.00004178499,0.0008410958,0.00002622499,0.004389712],"genre_scores_gemma":[0.9985642,0.00002168693,0.0001186494,0.00008952598,0.0001872118,0.00004043247,0.0007662662,0.00002405222,0.0001879426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259096,"threshold_uncertainty_score":0.9978231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078323738868839,"score_gpt":0.2277631156312542,"score_spread":0.2169798782425658,"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."}}