{"id":"W4306840194","doi":"10.1021/acsomega.2c04744","title":"Synthesis, Characterization, and Swelling Properties of a New Highly Absorbent Hydrogel Based on Carboxymethyl Guar Gum Reinforced with Bentonite and Silica Particles for Disposable Hygiene Products","year":2022,"lang":"en","type":"article","venue":"ACS Omega","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Université Hassan II de Casablanca; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Swelling; Bentonite; Swelling capacity; Guar gum; Materials science; Carboxymethyl cellulose; Chemical engineering; Absorption of water; Superabsorbent polymer; Composite material; Polymer; Particle (ecology); Urea; Chemistry; Organic chemistry; Sodium; Food science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002252862,0.0001831048,0.0002099937,0.00006990794,0.0002394004,0.00003238111,0.0001618356,0.00005173243,0.000002122151],"category_scores_gemma":[0.0001646153,0.0001520497,0.00003003959,0.0001624753,0.0001098086,0.00001356376,0.000100723,0.00006073528,5.707671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002068624,"about_ca_system_score_gemma":0.0001465269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006056569,"about_ca_topic_score_gemma":0.000007326405,"domain_scores_codex":[0.9988168,0.00004266355,0.0002696957,0.0004469691,0.0001814542,0.0002424511],"domain_scores_gemma":[0.999195,0.00002772383,0.0001554381,0.000434154,0.0001019102,0.00008576456],"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":[0.0004326296,0.00007014944,0.0002685144,0.0001097762,0.00005341167,3.070554e-7,0.0001789437,0.002354939,0.9940367,0.0001299861,0.00003657759,0.002328028],"study_design_scores_gemma":[0.0004391779,0.0004409057,0.0002502125,0.0000370713,0.00007007385,0.000004145694,0.00008941603,0.006420894,0.9760348,0.00000966481,0.01599435,0.000209287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962305,0.0008083418,0.0006727349,0.001337272,0.00001732545,0.0008249264,0.00006721523,0.00002209073,0.0000195731],"genre_scores_gemma":[0.9974812,0.0001276919,0.0007348545,0.0001850291,0.00005585466,0.0007369193,0.00009515059,0.00004335246,0.0005399476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800193,"threshold_uncertainty_score":0.6200405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499303472609602,"score_gpt":0.2082151586580802,"score_spread":0.1932221239319841,"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."}}