{"id":"W3155951913","doi":"10.36713/epra6775","title":"DRYING TECHNIQUES OF SOME SELECTED ORNAMENTAL FLOWERS-A REVIEWS","year":2021,"lang":"en","type":"article","venue":"EPRA International Journal of Research & Development (IJRD)","topic":"Flowering Plant Growth and Cultivation","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Petal; Ornamental plant; Horticulture; Cultivar; Dehydration; Botany; Microwave oven; Biology; Microwave; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471113,0.0001008021,0.0002113586,0.00009832806,0.0001137824,0.00008830991,0.0004962012,0.0000631771,0.0005632606],"category_scores_gemma":[0.0009105323,0.00004641632,0.00009409049,0.0004997979,0.00004947044,0.0003344954,0.000150169,0.0003297354,0.00002273215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607588,"about_ca_system_score_gemma":0.0001781733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507498,"about_ca_topic_score_gemma":0.00003524394,"domain_scores_codex":[0.9975865,0.0001872017,0.0006261238,0.0001614664,0.001204519,0.0002341489],"domain_scores_gemma":[0.9976039,0.0002201898,0.0002768678,0.00003685711,0.00175903,0.0001031376],"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":[0.0001048187,0.0001667089,0.009027799,0.00001487264,0.0000843597,0.00009487286,0.0001921166,8.962286e-7,0.7861098,0.0001238938,0.004798801,0.1992811],"study_design_scores_gemma":[0.0001932489,0.0001725679,0.05032024,0.0006317622,0.000004590562,0.0001481427,0.000429062,0.000006253627,0.771764,0.000230053,0.1759612,0.0001389402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967163,0.0008734846,0.00005197712,0.001437935,0.0003298185,0.0001256624,0.000008756721,0.00001522059,0.0004408131],"genre_scores_gemma":[0.9893835,0.00130891,0.00755338,0.0001575718,0.0006358636,0.00001216952,0.0001046841,0.000002083308,0.000841808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991421,"threshold_uncertainty_score":0.6167309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650070564557359,"score_gpt":0.3369330763926849,"score_spread":0.2804323707471114,"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."}}