{"id":"W4388407587","doi":"10.3390/gels9110878","title":"Cellulose-Based Metallogels—Part 3: Multifunctional Materials","year":2023,"lang":"en","type":"review","venue":"Gels","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Autoritatea Natională pentru Cercetare Stiintifică; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Ministerul Cercetării, Inovării şi Digitalizării","keywords":"Self-healing hydrogels; Cellulose; Materials science; Nanoparticle; Adsorption; Biocompatibility; Nanotechnology; Metal; Chemical engineering; Metal ions in aqueous solution; Bimetallic strip; Chemistry; Organic chemistry; Metallurgy; Polymer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001580209,0.000821272,0.0001849153,0.0005684263,0.000157822,0.000374789,0.0002903828,0.0003786534,0.004317819],"category_scores_gemma":[0.0001371458,0.0002092597,0.0004256011,0.0003769504,0.0001477288,0.0004718564,0.0002048012,0.0003018449,0.001316717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036237,"about_ca_system_score_gemma":0.0001572433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004766422,"about_ca_topic_score_gemma":0.0005117218,"domain_scores_codex":[0.999899,0.000007439462,0.00001075129,0.00002997006,0.00003019544,0.00002265251],"domain_scores_gemma":[0.9999446,0.00001153474,0.00001554089,0.000008576889,0.000008125448,0.00001170486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005829196,0.00004343093,0.0001225129,0.0003416825,0.00002714344,0.0001525124,0.00001742745,0.000556717,0.9785464,0.000697908,0.000736497,0.01869934],"study_design_scores_gemma":[0.00001233961,0.0001018452,0.001450004,0.00003423665,0.00002760538,0.0003875504,0.00001132836,0.0008583016,0.9646847,0.0002283207,0.03218926,0.00001458041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7095656,0.111701,0.07510389,0.0009022597,0.00141057,0.0004254536,0.006327006,0.00258132,0.09198284],"genre_scores_gemma":[0.8831923,0.03161045,0.03246373,0.0005756121,0.0002568081,0.0003232512,0.004196275,0.0005101147,0.04687155],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004317819,"threshold_uncertainty_score":0.01444453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474906183539588,"score_gpt":0.3786192905263331,"score_spread":0.2311286721723744,"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."}}