{"id":"W7056527487","doi":"","title":"Evaluation of melon drying using hyperspectral imaging technique in the near infrared region","year":2021,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperspectral imaging; Near-infrared spectroscopy; Melon","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004320506,0.0004113472,0.0002263396,0.001094315,0.0003575718,0.0006660111,0.0002141485,0.0003956717,0.002816246],"category_scores_gemma":[0.0004521333,0.000185674,0.0003510507,0.0005613099,0.0003258133,0.0005915418,0.0002398677,0.000775425,0.0006771874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527389,"about_ca_system_score_gemma":0.0001629002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540877,"about_ca_topic_score_gemma":0.004671308,"domain_scores_codex":[0.9997752,0.0000220708,0.00001048457,0.00006285737,0.0001072554,0.00002209323],"domain_scores_gemma":[0.999679,0.00006488546,0.00006028291,0.00001651224,0.0001546193,0.000024795],"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":[0.0001663403,0.00004133295,0.002239988,0.0001826755,0.00001968532,0.00008296273,0.0001173929,0.0001666667,0.9798268,0.0001342309,0.000335902,0.016686],"study_design_scores_gemma":[0.000006628786,0.0001802091,0.03504992,0.00004444192,0.00007181709,0.000362201,0.0004141163,0.004600862,0.9533286,0.0001236601,0.005777776,0.00003989884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308259,0.006512704,0.04522407,0.0003028404,0.0003202444,0.0001416045,0.001198862,0.0005781903,0.01489551],"genre_scores_gemma":[0.9303556,0.00481413,0.05048595,0.0002688229,0.00005057473,0.0001325888,0.0008437575,0.0002913605,0.01275728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002816246,"threshold_uncertainty_score":0.009421349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626435552459418,"score_gpt":0.2871442488027787,"score_spread":0.2508798932781846,"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."}}