{"id":"W1489888632","doi":"10.1002/9780470622834.ch1","title":"Fruits and Fruit Flavor: Classification and Biological Characterization","year":2010,"lang":"en","type":"other","venue":"","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Natural Science Foundation of China; U.S. Department of Agriculture","keywords":"Flavor; Characterization (materials science); Biology; Horticulture; Geography; Food science; Materials science; Nanotechnology","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":[0.0002327909,0.0004172348,0.0002487696,0.0009019089,0.0001915766,0.0004748717,0.0002086542,0.0002726125,0.003863294],"category_scores_gemma":[0.000205127,0.00009077331,0.000393055,0.0005366949,0.0002054076,0.0004324364,0.0002232424,0.0003590914,0.001009315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996033,"about_ca_system_score_gemma":0.0001924112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208585,"about_ca_topic_score_gemma":0.003389196,"domain_scores_codex":[0.999908,0.000008443045,0.000008136603,0.00002664559,0.00003066748,0.00001813768],"domain_scores_gemma":[0.9998558,0.00002040253,0.0000171856,0.0000102637,0.00006164345,0.00003478457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005713264,0.0002284831,0.02293147,0.0001514702,0.00003718775,0.0001840703,0.00006474702,0.00008744345,0.9088884,0.0001648527,0.0004188059,0.06627171],"study_design_scores_gemma":[0.00004779596,0.001169521,0.6983115,0.00004120906,0.000139162,0.002041365,0.0002945857,0.001321314,0.2847209,0.0003310197,0.01154574,0.00003581466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967108,0.006326817,0.004950072,0.0001881581,0.00005010643,0.0001570587,0.003157329,0.00006788495,0.01799457],"genre_scores_gemma":[0.9517331,0.003778671,0.01023707,0.0001640775,0.00006771942,0.000100365,0.006568699,0.00005227275,0.02729798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003863294,"threshold_uncertainty_score":0.01292402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05107501365799558,"score_gpt":0.2396907934895727,"score_spread":0.1886157798315772,"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."}}