{"id":"W4311757940","doi":"10.1016/j.microc.2022.108263","title":"MOF-199-based coatings as SPME fiber for measurement of volatile organic compounds in air samples: Optimization of in situ deposition parameters","year":2022,"lang":"en","type":"article","venue":"Microchemical Journal","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Coating; Solid-phase microextraction; Materials science; Repeatability; Acetic acid; Metal-organic framework; Solvent; Crystallite; Adsorption; Chemical engineering; Analytical Chemistry (journal); Chromatography; Nuclear chemistry; Chemistry; Composite material; Gas chromatography–mass spectrometry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258895,0.0004664937,0.0002676907,0.0002194029,0.0002542102,0.0002773598,0.0004672024,0.0004994324,0.0006132486],"category_scores_gemma":[0.0003686675,0.0002938605,0.0002197033,0.0001813372,0.0001759486,0.0003050009,0.0002074111,0.0003449479,0.0003218235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435305,"about_ca_system_score_gemma":0.0001951193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391171,"about_ca_topic_score_gemma":0.006115114,"domain_scores_codex":[0.9997001,0.00003164103,0.00001511199,0.0000883527,0.0001316812,0.00003310416],"domain_scores_gemma":[0.9998794,0.00004392695,0.00002072348,0.00001402465,0.00003022827,0.00001167321],"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":[0.0000158569,0.000003501611,0.00005041466,0.00001576031,0.000002521774,0.000009422107,0.00000524799,0.00002505983,0.9990209,0.0000107128,0.00001532758,0.0008252913],"study_design_scores_gemma":[9.989456e-7,0.00002212411,0.0004942138,0.000001006623,0.000003409072,0.00002362951,0.000004035021,0.0005539891,0.9985276,0.000004328203,0.0003623181,0.000002209441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510869,0.002492551,0.0428546,0.0001218477,0.0001030196,0.0001157161,0.0006200279,0.0003426288,0.002262648],"genre_scores_gemma":[0.9440371,0.001452306,0.05083085,0.00008527767,0.00002307972,0.00009794987,0.0003822476,0.00006833629,0.003022865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001391171,"threshold_uncertainty_score":0.002766132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870083050419092,"score_gpt":0.2647883458079258,"score_spread":0.2360875153037349,"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."}}