{"id":"W2465428748","doi":"10.1007/s10570-016-0998-7","title":"Comparison of hydroxypropyl and carboxymethyl guar for the preparation of nanocellulose composite films","year":2016,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"State Key Laboratory of Pulp and Paper Engineering; National Natural Science Foundation of China","keywords":"Materials science; Nanocellulose; Carboxymethyl cellulose; Composite material; Ultimate tensile strength; Composite number; Thermal stability; Thermogravimetric analysis; Polymer; Guar gum; Scanning electron microscope; Chemical engineering; Cellulose; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006027799,0.0001765668,0.0004341179,0.00006431959,0.0001501137,0.00001598143,0.0003045362,0.00006473759,0.00008685442],"category_scores_gemma":[0.0002715235,0.00009619367,0.00008761429,0.0001297313,0.000716273,0.0001568189,0.0002040161,0.00005722687,0.0000133312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002900685,"about_ca_system_score_gemma":0.00004704237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002986968,"about_ca_topic_score_gemma":0.000009134174,"domain_scores_codex":[0.9983602,0.0001085858,0.0005206516,0.0003336231,0.0003530677,0.0003239062],"domain_scores_gemma":[0.9974784,0.001435946,0.0003539934,0.0004200575,0.0002404352,0.00007119515],"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":[0.000247141,0.0001038481,0.0009306921,0.0001837406,0.0000286875,5.733976e-7,0.0008165389,0.00006507943,0.9934449,0.00102265,0.0004312803,0.002724921],"study_design_scores_gemma":[0.0006954547,0.0003650951,0.0003804396,0.00007751267,0.00004700046,0.000001026316,0.0002093365,0.002145389,0.9938811,0.0008167737,0.001252373,0.0001284967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789378,0.004831209,0.01451331,0.0002277629,0.0001746188,0.0008458361,0.00008590282,0.00003098981,0.0003525637],"genre_scores_gemma":[0.9949495,0.0002550971,0.003757208,0.000007878089,0.00004561183,0.00008167928,0.00000426252,0.00001949654,0.0008793099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601165,"threshold_uncertainty_score":0.3922664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343851961894952,"score_gpt":0.3526425574541349,"score_spread":0.3182573612646397,"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."}}