{"id":"W1987451872","doi":"10.1006/fstl.2001.0875","title":"Color and Texture Change Kinetics in Ripening Bananas","year":2002,"lang":"en","type":"article","venue":"LWT","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":151,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Texture (cosmology); Ripening; Hue; Arrhenius equation; Kinetics; Chemistry; Color difference; Arrhenius plot; Reaction rate constant; Residual; Mathematics; Thermodynamics; Analytical Chemistry (journal); Chromatography; Food science; Activation energy; Physics; Physical chemistry; Optics; Artificial intelligence; Computer science; Algorithm; Image (mathematics)","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":[0.0001358704,0.00013253,0.0001307929,0.0001824294,0.0001402364,0.0003531321,0.0001398439,0.0001485916,0.001988949],"category_scores_gemma":[0.0003157197,0.0001655863,0.0001931631,0.0001702748,0.0001749854,0.0002668381,0.00008825612,0.0004304403,0.0003172873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844282,"about_ca_system_score_gemma":0.0001158508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979959,"about_ca_topic_score_gemma":0.001882605,"domain_scores_codex":[0.9999273,0.000009652372,0.000002803848,0.0000176246,0.00001831021,0.00002424705],"domain_scores_gemma":[0.9997589,0.00008644776,0.00004087497,0.00001383227,0.0000569591,0.000042984],"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":[0.0005729063,0.00002786765,0.001367654,0.00002832778,0.000008997113,0.00003986173,0.00005512025,0.0001446042,0.995612,0.00009531085,0.00004164982,0.002005576],"study_design_scores_gemma":[0.00002123942,0.0003300247,0.03464879,0.000003695549,0.0000242655,0.00008944321,0.00009830106,0.00419784,0.9596114,0.00008299153,0.00087686,0.0000151063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971077,0.0004366892,0.0009629788,0.00002551438,0.00001010843,0.00001097523,0.0001722898,0.00002976602,0.001244005],"genre_scores_gemma":[0.9964836,0.0002067672,0.0005267562,0.00002818078,0.000005752369,0.000008267958,0.0002140599,0.00002085834,0.002505854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002979959,"threshold_uncertainty_score":0.006653666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149511668761853,"score_gpt":0.2419172700463351,"score_spread":0.1269661031701498,"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."}}