{"id":"W2291945481","doi":"10.14288/1.0060675","title":"Raman microspectroscopy in the analysis of plant cuticular membranes","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Membrane; Raman microspectroscopy; Raman spectroscopy; Chemistry; Materials science; Optics; Biochemistry; Physics","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":[0.002016169,0.000857452,0.0004998139,0.001737088,0.0006649477,0.0008404148,0.000928968,0.001521751,0.001145842],"category_scores_gemma":[0.001012042,0.0006954409,0.0006270915,0.00124695,0.0006772991,0.001084738,0.001257956,0.001836822,0.0009780355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005430655,"about_ca_system_score_gemma":0.0005646136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025148,"about_ca_topic_score_gemma":0.00176762,"domain_scores_codex":[0.9985852,0.0003943733,0.00005962767,0.0003626622,0.0004981976,0.00009993261],"domain_scores_gemma":[0.9992265,0.0003647404,0.0001000819,0.00008632462,0.0001554315,0.00006692078],"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":[0.0000352368,0.0000359622,0.0003942557,0.0002081718,0.00002469294,0.0001570499,0.00009556559,0.0005004796,0.9840614,0.001153753,0.0001785673,0.0131549],"study_design_scores_gemma":[0.00001790496,0.000501552,0.004490509,0.0001182613,0.00003888957,0.001147172,0.000301371,0.01617036,0.9656265,0.001717489,0.009783216,0.000086694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3464419,0.04812432,0.5855793,0.001240832,0.0004972318,0.0005868664,0.0009774836,0.00172273,0.01482931],"genre_scores_gemma":[0.4703268,0.01771905,0.5029349,0.0003895394,0.0001346193,0.0004165905,0.0005188529,0.0001481283,0.007411536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002016169,"threshold_uncertainty_score":0.01066267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516029891691436,"score_gpt":0.2279725928753571,"score_spread":0.2128122939584427,"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."}}