{"id":"W2548118361","doi":"10.1021/acsami.6b11504","title":"Self-Assembled and Cross-Linked Animal and Plant-Based Polysaccharides: Chitosan–Cellulose Composites and Their Anion Uptake Properties","year":2016,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan","funders":"Environment Canada; University of Saskatchewan","keywords":"Chitosan; Materials science; Cellulose; Polysaccharide; Composite material; Ion; Chemical engineering; Organic chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005229293,0.0004988164,0.0006632035,0.0001119354,0.0003868818,0.0006570028,0.00029032,0.0001449531,0.00006680209],"category_scores_gemma":[0.00006107188,0.0002883823,0.00001342797,0.00006916604,0.0004851041,0.0004163074,0.0006259247,0.00009052578,0.00002946782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003625119,"about_ca_system_score_gemma":0.00004454337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005034228,"about_ca_topic_score_gemma":0.00001282589,"domain_scores_codex":[0.9976167,0.00008919258,0.000548889,0.0008314077,0.0002605613,0.0006532319],"domain_scores_gemma":[0.9989172,0.0003115388,0.000241725,0.0003146338,0.00006424532,0.0001506251],"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":[0.001044552,0.00006555005,0.0002607961,0.0003588948,0.00004760499,0.000005016342,0.0007345182,9.535237e-7,0.9963374,0.0005498993,0.00001354891,0.0005813383],"study_design_scores_gemma":[0.001274456,0.0003029818,0.001314897,0.0002061964,0.000024483,0.00001892046,0.0003321699,0.000009793685,0.9957088,0.0003396753,0.00006074705,0.0004068392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961925,0.001976894,0.00005613632,0.0003158836,0.0001563419,0.0007554627,0.0001798501,0.0002828819,0.00008406663],"genre_scores_gemma":[0.9973956,0.001030208,0.001168465,0.00005450663,0.0001103828,0.0001567306,0.000005732348,0.00005266603,0.00002574318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001300515,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935079525168079,"score_gpt":0.2530900714916021,"score_spread":0.2337392762399213,"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."}}