{"id":"W1970737966","doi":"10.1002/jssc.200600333","title":"Analysis of flavor and perfume using an internally cooled coated fiber device","year":2007,"lang":"en","type":"article","venue":"Journal of Separation Science","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Repeatability; Extraction (chemistry); Fiber; Chromatography; Shampoo; Sample preparation; Flavor; Matrix (chemical analysis); Analyte; Materials science; Chemistry; Organic 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":[0.0004425478,0.0006128749,0.0004212906,0.0006100796,0.0003090577,0.0003335082,0.0005200077,0.0005407229,0.0008294315],"category_scores_gemma":[0.0006607651,0.0002237436,0.0003285298,0.0003585588,0.0005077217,0.0002935387,0.0002056473,0.0004546415,0.0004035089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005348073,"about_ca_system_score_gemma":0.0004335664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413415,"about_ca_topic_score_gemma":0.002420328,"domain_scores_codex":[0.999629,0.0000559793,0.00001409128,0.0001319463,0.0001390515,0.00002988514],"domain_scores_gemma":[0.9994664,0.0002185268,0.00007269697,0.00003480257,0.0001789022,0.0000287031],"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":[0.0000495428,0.0000104436,0.0003981496,0.00003638832,0.00000872191,0.00002946198,0.000015637,0.00005791002,0.9937837,0.0000651649,0.00007195453,0.005472859],"study_design_scores_gemma":[0.000008790154,0.0002747924,0.00490923,0.000008094024,0.00003974622,0.0003490398,0.00001394407,0.002989277,0.9890454,0.00002960253,0.002308808,0.00002332274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7377045,0.003725747,0.2516136,0.0002741446,0.0003301597,0.0004670102,0.0009161432,0.001574054,0.0033946],"genre_scores_gemma":[0.7039845,0.002199632,0.2873234,0.0004329051,0.0001485122,0.0003393959,0.0007396055,0.0001407357,0.004691381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413415,"threshold_uncertainty_score":0.003880262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298119530840928,"score_gpt":0.346441649788944,"score_spread":0.3166296967048512,"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."}}