{"id":"W4410293279","doi":"10.1364/oe.565435","title":"In-situ synthesis of zeolitic imidazolate framework-8 on an optical microbubble cavity for enhanced ethanol sensing","year":2025,"lang":"en","type":"article","venue":"Optics Express","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Materials science; In situ; Optics; Zeolitic imidazolate framework; Imidazolate; Optical sensing; Refractive index; Nanotechnology; Optoelectronics; Metal-organic framework; Chemistry; Adsorption; Inorganic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001053672,0.0004262014,0.0002140895,0.0001490578,0.0001007554,0.00016125,0.0004289389,0.0003507911,0.0004195237],"category_scores_gemma":[0.0001530778,0.000180889,0.0002032806,0.0001031527,0.0001514794,0.000221545,0.0001875463,0.0002386081,0.0002341184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601552,"about_ca_system_score_gemma":0.0001872087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006641821,"about_ca_topic_score_gemma":0.001557791,"domain_scores_codex":[0.9999131,0.000007660514,0.000005092151,0.00002325789,0.00002626641,0.00002457609],"domain_scores_gemma":[0.9999362,0.00001131874,0.00002710995,0.000007352012,0.0000101425,0.000007852776],"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":[0.00000872802,0.000004020258,0.00002296448,0.00001894281,0.000001270915,0.00001527113,0.000005128458,0.00004730244,0.9993932,0.0000391184,0.000007146799,0.0004368195],"study_design_scores_gemma":[0.000003843891,0.00002797686,0.0002232804,0.000001264151,0.000002804896,0.00001981537,0.000003649214,0.0005323658,0.9987412,0.000006753416,0.0004340607,0.000002932684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893203,0.0007606965,0.008535638,0.00004510204,0.00002515284,0.00004826087,0.0001266526,0.0001540347,0.0009841365],"genre_scores_gemma":[0.9830676,0.0004924674,0.01491119,0.00001873603,0.000009090426,0.00004302652,0.0001027665,0.00001896495,0.001336089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006641821,"threshold_uncertainty_score":0.001887619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210032995866718,"score_gpt":0.2700470559012192,"score_spread":0.2579467259425521,"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."}}