{"id":"W1535606068","doi":"10.1002/0470027320.s6501","title":"Vibrational Spectroscopy of Food and Food Products","year":2001,"lang":"en","type":"other","venue":"Handbook of Vibrational Spectroscopy","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Raman spectroscopy; Chemometrics; Spectroscopy; Infrared spectroscopy; Analytical Chemistry (journal); Near-infrared spectroscopy; Chemistry; Spectrometer; Fourier transform infrared spectroscopy; Materials science; Optics; Chromatography; Physics; 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":[0.0002165649,0.0003598242,0.0002103401,0.0009003445,0.0002461162,0.0006648619,0.0005110503,0.0005818476,0.006651348],"category_scores_gemma":[0.0002947679,0.0001387459,0.0001431681,0.001003018,0.0002736006,0.0006949831,0.0005298788,0.000401596,0.00217933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379951,"about_ca_system_score_gemma":0.0001894016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004778204,"about_ca_topic_score_gemma":0.0004636505,"domain_scores_codex":[0.9997432,0.0000201467,0.000006281457,0.00004441362,0.0001646513,0.00002119701],"domain_scores_gemma":[0.9999179,0.00002122748,0.00001302228,0.000008857135,0.00002986249,0.000009175335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084862,0.00007710884,0.001223304,0.000821335,0.00002006639,0.0002511297,0.0001752571,0.002336648,0.7006854,0.01998305,0.009389275,0.2649289],"study_design_scores_gemma":[0.00002383197,0.0004007663,0.02066318,0.0004145578,0.00003630055,0.001205904,0.0004269081,0.02691295,0.5490151,0.03713714,0.3636425,0.0001208629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.282733,0.1062815,0.2317616,0.002948225,0.001817112,0.0002148963,0.004413268,0.001290861,0.3685395],"genre_scores_gemma":[0.7288003,0.04389648,0.06985221,0.0009335517,0.0003394921,0.0001725747,0.003154202,0.0002238357,0.1526273],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006651348,"threshold_uncertainty_score":0.02225095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396970730183194,"score_gpt":0.2537252568856138,"score_spread":0.2397555495837819,"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."}}