{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001225214,0.0002713776,0.0001366126,0.000258669,0.0000738399,0.0001350694,0.0001272922,0.0002172573,0.0002909015],"category_scores_gemma":[0.0001146708,0.0001113161,0.0002363906,0.0001454585,0.0001151857,0.0002268341,0.0001163469,0.000199695,0.0001159712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141955,"about_ca_system_score_gemma":0.0001133432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003582836,"about_ca_topic_score_gemma":0.0009587151,"domain_scores_codex":[0.9999386,0.000005568513,0.000006530193,0.00001149842,0.00002759667,0.00001007552],"domain_scores_gemma":[0.999889,0.00001564126,0.00003960327,0.000007372194,0.00002235236,0.0000259896],"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":[0.000008305338,0.000005106499,0.00004876382,0.00002774134,0.00000146512,0.00002240314,0.000005877023,0.00005267248,0.9992242,0.00001117199,0.000003207005,0.0005890501],"study_design_scores_gemma":[0.000003105607,0.0001746491,0.00218915,0.000003204598,0.000009378414,0.00009522683,0.0000119826,0.001036035,0.9960017,0.000009593487,0.0004590201,0.000006986229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901282,0.001372767,0.007675373,0.00003731368,0.00001713818,0.00003079337,0.00009817063,0.00004477253,0.0005954668],"genre_scores_gemma":[0.9914067,0.0006241995,0.006823028,0.00002501536,0.000006243584,0.00002157197,0.00009616246,0.00001197064,0.0009851987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003582836,"threshold_uncertainty_score":0.000973165,"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."}}