{"id":"W7131188973","doi":"10.34049/bcc.55.a.0040","title":"Evaluation of properties of native and modified phyto-polymer, starches of Curcuma angustifolia and development of polymeric films","year":2023,"lang":"","type":"article","venue":"Bulgarian Chemical Communications","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Council of Forestry Research and Education; Terry Fox Research Institute","keywords":"Curcuma; Starch; Polysaccharide; Polymer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001989128,0.0002648787,0.0007214666,0.0003333476,0.0001844235,0.00002139773,0.0009259621,0.0001477194,0.00005112332],"category_scores_gemma":[0.0005704268,0.0002653798,0.00007277688,0.0008444889,0.00207993,0.0001928261,0.001382482,0.0001869648,0.000001922896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006206072,"about_ca_system_score_gemma":0.0007330087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003664992,"about_ca_topic_score_gemma":0.00002130727,"domain_scores_codex":[0.9964976,0.0005257184,0.001408374,0.0003599025,0.0009132729,0.0002951804],"domain_scores_gemma":[0.9961414,0.0004404054,0.001087345,0.001259494,0.0009602938,0.0001110247],"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":[0.0001040954,0.0003170645,0.0003047706,0.0006945569,0.0001685082,6.140095e-8,0.01810026,0.00002095897,0.9739866,0.000678231,0.00001115704,0.005613685],"study_design_scores_gemma":[0.0009905084,0.00008777355,0.001684426,0.000870297,0.0002974153,0.000002312151,0.002571511,0.009454906,0.9835377,0.0002694673,0.00001398994,0.0002197016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861436,0.01207411,0.00006980156,0.000216207,0.00005351588,0.0007421737,0.0001818738,0.00002332303,0.0004954208],"genre_scores_gemma":[0.991717,0.0003356137,0.007738384,0.000004575031,0.000006860198,0.00008187086,0.00006504562,0.00002651769,0.00002416925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552875,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378203217868682,"score_gpt":0.3227037695973248,"score_spread":0.1848834478104566,"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."}}