{"id":"W2483340433","doi":"10.1142/9789814566469_0014","title":"Industrial Point of View of Nanocellulose Materials and Their Possible Applications","year":2014,"lang":"en","type":"book-chapter","venue":"Materials and Energy/Materials and energy","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations","funders":"","keywords":"Nanocellulose; Point (geometry); Polymer science; Materials science; Engineering; Mathematics; Chemical engineering; Cellulose; Geometry","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":[0.0002360323,0.00066965,0.0003496594,0.0009998459,0.0007904752,0.00203234,0.0008567815,0.001644473,0.01328408],"category_scores_gemma":[0.0003068211,0.0002243774,0.0003290799,0.0009615725,0.002093127,0.002035764,0.0006841854,0.002364164,0.004163944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166111,"about_ca_system_score_gemma":0.0005644011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005380248,"about_ca_topic_score_gemma":0.0007898803,"domain_scores_codex":[0.9998066,0.00003125656,0.000006308096,0.00004636606,0.00008977347,0.00001975604],"domain_scores_gemma":[0.9998941,0.00004370434,0.000005080999,0.00001541414,0.00003193047,0.000009715415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000329082,0.00004032366,0.00003879431,0.0003554377,0.000004551349,0.0001248744,0.0001185118,0.000630267,0.01363883,0.9131854,0.02062303,0.05120704],"study_design_scores_gemma":[0.000005617572,0.00004426673,0.0001502134,0.0002273595,0.000007239761,0.0004485686,0.0001296143,0.0007481287,0.01361825,0.2891419,0.6954645,0.00001434759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004331126,0.09254175,0.02622254,0.00634869,0.002284579,0.00002211392,0.0001610645,0.0001386413,0.8679494],"genre_scores_gemma":[0.1696474,0.1470321,0.05932305,0.006900438,0.00416565,0.0001556729,0.0004339434,0.0002825997,0.6120591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01328408,"threshold_uncertainty_score":0.04443967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562244104835351,"score_gpt":0.2377988035413705,"score_spread":0.212176362493017,"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."}}