{"id":"W4399658106","doi":"10.1117/12.3018934","title":"Capillary-Operated Stable Mesoporous Optical System (COSMOS)","year":2024,"lang":"en","type":"article","venue":"","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Capillary action; Mesoporous material; Computer science; Materials science; Chemistry; Composite material","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":[0.0001371315,0.0001720018,0.0001933213,0.000128922,0.0001851369,0.0001635171,0.0003312944,0.0002186405,0.001165477],"category_scores_gemma":[0.0001499812,0.00009923332,0.000175195,0.0001134927,0.0002105999,0.0002414033,0.0001985812,0.0001613925,0.0001722743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012171,"about_ca_system_score_gemma":0.0004237632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801127,"about_ca_topic_score_gemma":0.00324713,"domain_scores_codex":[0.9999098,0.000006706852,0.000003389348,0.00001939057,0.00004828888,0.00001249318],"domain_scores_gemma":[0.9999279,0.00001956228,0.00001469844,0.000009277601,0.00001598434,0.00001261226],"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":[0.0001895282,0.00005064697,0.001243781,0.0002237477,0.00002142083,0.0001292423,0.00004192028,0.007731304,0.965005,0.002954691,0.001245058,0.02116369],"study_design_scores_gemma":[0.0000763026,0.0006935525,0.002542571,0.00001119672,0.00002986765,0.0004493868,0.00002765479,0.1378497,0.8357106,0.0005275816,0.02202799,0.00005361973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519237,0.002062851,0.133012,0.0002332551,0.0001819969,0.0001456431,0.001110479,0.003172398,0.00815773],"genre_scores_gemma":[0.946701,0.0003206055,0.05054458,0.00005093823,0.00001378651,0.00005695738,0.0002487777,0.00003340958,0.002029898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001801127,"threshold_uncertainty_score":0.003898919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103104765302269,"score_gpt":0.2191489091112523,"score_spread":0.2088384325810254,"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."}}