{"id":"W2795894169","doi":"10.1039/c8gc00205c","title":"Nanocellulose nanocomposite hydrogels: technological and environmental issues","year":2018,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":326,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FPInnovations; Agence Nationale de la Recherche","keywords":"Nanocellulose; Self-healing hydrogels; Nanocomposite; Nanotechnology; Materials science; Polymer science; Chemical engineering; Polymer chemistry; Engineering; Cellulose","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421504,0.0002522678,0.000119193,0.0001751664,0.0002352847,0.0006010279,0.0001880268,0.0006421152,0.001049037],"category_scores_gemma":[0.0003410927,0.0001007688,0.0001058873,0.0001927302,0.0002487143,0.0008906641,0.000182165,0.0004087386,0.0002211773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706575,"about_ca_system_score_gemma":0.0002666311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006921102,"about_ca_topic_score_gemma":0.001223913,"domain_scores_codex":[0.9998573,0.00002833804,0.000008045429,0.00001923881,0.00005526403,0.00003183871],"domain_scores_gemma":[0.9998298,0.00007194275,0.00003490326,0.000007342009,0.00003698145,0.00001904485],"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":[0.0001072617,0.00006980083,0.0004296871,0.0003563832,0.000008447146,0.000318828,0.00004813312,0.0005874558,0.9739976,0.002112118,0.0002690258,0.02169527],"study_design_scores_gemma":[0.000004037309,0.00008216625,0.0007055674,0.0000199391,0.0000101481,0.0002645355,0.00008114636,0.0008350302,0.9905825,0.000627732,0.006778501,0.00000867614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8293402,0.1234047,0.020413,0.005824034,0.0003348895,0.00006360626,0.0002723121,0.0001358652,0.02021134],"genre_scores_gemma":[0.9629497,0.02659144,0.004524156,0.0003801731,0.0001208376,0.0000295742,0.0001180337,0.00003498065,0.005251092],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001049037,"threshold_uncertainty_score":0.003509402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257528354583944,"score_gpt":0.2569961246041992,"score_spread":0.2444208410583598,"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."}}