{"id":"W4205558375","doi":"10.1016/j.carbpol.2022.119105","title":"Formation and structure evolution of starch nanoplatelets by deep eutectic solvent of choline chloride/oxalic acid dihydrate treatment","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Food composition and properties","field":"Nursing","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Choline chloride; Crystallinity; Deep eutectic solvent; Starch; Oxalic acid; Amylopectin; Amorphous solid; Chemical engineering; Eutectic system; Lamellar structure; Materials science; Solvent; Nuclear chemistry; Chemistry; Polymer chemistry; Organic chemistry; Microstructure; Composite material; Amylose","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":[0.00007586206,0.0001328083,0.0001003163,0.0001268336,0.00009854043,0.0001388367,0.0001318467,0.0002298034,0.00057947],"category_scores_gemma":[0.0001447198,0.0001280524,0.0001602431,0.00009482379,0.0001424203,0.0001811288,0.0001247318,0.0002032567,0.0001059287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001402868,"about_ca_system_score_gemma":0.00009681905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004309007,"about_ca_topic_score_gemma":0.0007478904,"domain_scores_codex":[0.9999346,0.000004585599,0.00000510351,0.00001976004,0.00001931858,0.00001671896],"domain_scores_gemma":[0.9999354,0.00001242571,0.00002651475,0.000005002408,0.00001229613,0.0000084523],"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":[0.00004158965,0.00000340157,0.00007489829,0.00001654127,0.000001316623,0.00003486714,0.00001397162,0.00005621148,0.9992039,0.0000425678,0.000009711699,0.0005010664],"study_design_scores_gemma":[0.000003245728,0.00006280578,0.0009383173,0.000001643914,0.000003148611,0.00003494018,0.00001081318,0.0005818354,0.9981338,0.00001282317,0.0002140481,0.000002647205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979371,0.0001978704,0.001061883,0.00001205226,0.000007000098,0.000005156019,0.00006078448,0.0000199159,0.0006983086],"genre_scores_gemma":[0.9978496,0.000112883,0.001055644,0.00001150686,0.0000015308,0.00000746941,0.00007791213,0.00001012363,0.0008733458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00057947,"threshold_uncertainty_score":0.001938522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019267607362572,"score_gpt":0.2243693222729664,"score_spread":0.2141766461993407,"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."}}