{"id":"W4392291403","doi":"10.18280/ijdne.190137","title":"Encapsulation of Kecombrang (Etlingera elatior) Flowers Extract Using the Ionic Gelation Method","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ionic bonding; Encapsulation (networking); Nanotechnology; Botany; Materials science; Chemistry; Computer science; Biology; Organic chemistry; Computer security; Ion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007865916,0.00009668614,0.0001385051,0.00006258058,0.0001004009,0.00007758538,0.0002180288,0.0001355604,0.00003429935],"category_scores_gemma":[0.00007701566,0.00003669572,0.0001131277,0.0001887855,0.00003957297,0.0003210443,0.00003601744,0.0005079827,7.308787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006894777,"about_ca_system_score_gemma":0.00002417367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001035817,"about_ca_topic_score_gemma":0.00001744473,"domain_scores_codex":[0.9990412,0.0001359517,0.0003438782,0.0001075833,0.0002809685,0.00009044343],"domain_scores_gemma":[0.9983852,0.001025374,0.0002427485,0.00001994365,0.0003000005,0.00002676255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004278332,0.00009352483,0.003531732,0.00002474562,0.001121279,0.00006752391,0.0007910912,0.04481252,0.7668128,0.003257029,0.0006279334,0.178432],"study_design_scores_gemma":[0.0004350852,0.0003204795,0.04198389,0.0002489347,0.0003130392,0.0006933057,0.0003260201,0.9211562,0.004185721,0.02578158,0.004266847,0.0002888628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742048,0.00713481,0.01352189,0.002979089,0.001967956,0.0001070457,0.0000151738,0.00001207095,0.00005713203],"genre_scores_gemma":[0.99279,0.0004756856,0.00609688,0.0001220982,0.0004807235,5.831001e-7,0.000008537051,0.000001399503,0.00002402625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8763437,"threshold_uncertainty_score":0.220696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029327173769065,"score_gpt":0.3255370851941996,"score_spread":0.2962099114251346,"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."}}