{"id":"W2049407778","doi":"10.1002/ffj.1734","title":"Quantification of perfume compounds in shampoo using solid‐phase microextraction","year":2006,"lang":"en","type":"article","venue":"Flavour and Fragrance Journal","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Shampoo; Chemistry; Chromatography; Solid-phase microextraction; Extraction (chemistry); Sample preparation; Organic chemistry; Gas chromatography–mass spectrometry; Mass spectrometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003990507,0.0001227679,0.0002325509,0.0000684703,0.0000977208,0.00004602011,0.0000925224,0.0001086696,0.0001734478],"category_scores_gemma":[0.0000493292,0.0001200836,0.00006212563,0.0001236048,0.00007530404,0.0001295574,0.0000154988,0.0003605126,0.000001616952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081052,"about_ca_system_score_gemma":0.00005958045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005152547,"about_ca_topic_score_gemma":0.000008641921,"domain_scores_codex":[0.9988795,0.00002579781,0.0005344999,0.0001673223,0.0001928918,0.0001999895],"domain_scores_gemma":[0.9994057,0.00005951835,0.0002669936,0.0001068354,0.00009225921,0.00006865374],"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":[0.00006561546,0.0001766781,0.01338737,0.00007536152,0.00001214016,0.00001363533,0.00007545113,0.0001279251,0.9836535,0.00003990473,0.00007327554,0.002299115],"study_design_scores_gemma":[0.002033375,0.00001822696,0.01402141,0.0003107305,0.00004248536,0.0004823652,0.0003050971,0.01996535,0.9589401,0.002320128,0.00127123,0.0002895259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901608,0.0004827854,0.09613104,0.00007516997,0.00006132614,0.00002115692,0.000006789083,0.000008926129,0.001604749],"genre_scores_gemma":[0.9847106,0.0000905718,0.01468423,0.000008968827,0.0002123456,9.46401e-7,0.00001068279,0.00001125017,0.0002703874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08310256,"threshold_uncertainty_score":0.4896867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363124838774569,"score_gpt":0.349000279217595,"score_spread":0.3126877953401381,"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."}}