{"id":"W3034953264","doi":"10.1021/acssuschemeng.0c01833","title":"Hydroxypropyl Guar/Cellulose Nanocrystal Film with Ionic Liquid and Anthocyanin for Real-Time and Visual Detection of NH<sub>3</sub>","year":2020,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Science Foundation of Shandong Province; Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Ionic liquid; Nanocrystal; Anthocyanin; Cellulose; Materials science; Detection limit; Guar gum; Ammonia; Nanotechnology; Chemical engineering; Chemistry; Chromatography; Organic chemistry; Food science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001937534,0.0002802236,0.0003362824,0.00004853617,0.0001204301,0.00007781055,0.0001263246,0.0001162677,0.00001087867],"category_scores_gemma":[0.0001051924,0.0002903217,0.00004025585,0.0002556042,0.00007937403,0.0003060352,0.0001653814,0.0001269471,0.000001454584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009211625,"about_ca_system_score_gemma":0.00007620639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184516,"about_ca_topic_score_gemma":2.355503e-7,"domain_scores_codex":[0.9985203,0.00001088257,0.0002856707,0.0004687466,0.0001792548,0.0005351756],"domain_scores_gemma":[0.999306,0.00007719874,0.000133087,0.0001537285,0.0001381548,0.0001918748],"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":[0.0003022964,0.00002009552,0.000009575678,0.001729894,0.00002209399,0.00003439308,0.0003475193,0.002197115,0.9952651,0.0000141947,0.000008106582,0.00004965384],"study_design_scores_gemma":[0.0006968895,0.0004869025,0.00001286061,0.00008621066,0.00005318497,0.00006581892,0.0003378586,0.0161079,0.981681,0.000005510989,0.0001454095,0.0003204729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971292,0.0002507075,0.0019031,0.00005030035,0.00002121094,0.0003917942,0.00001713626,0.0001833113,0.00005321434],"genre_scores_gemma":[0.9988379,0.00002788817,0.0008046233,0.000007439564,0.00009224527,0.00004715701,0.00002090302,0.00006460127,0.00009721787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391079,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002784516138402072,"score_gpt":0.1780760090569783,"score_spread":0.1752914929185763,"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."}}