{"id":"W2309654611","doi":"10.1089/ind.2015.1501","title":"Cellulose Nanotechnology on the Rise","year":2015,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cellulose; Polymer science; Nanotechnology; Bacterial cellulose; Chemistry; Materials science; Organic 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":[0.00166221,0.0004314139,0.0006558938,0.0009109201,0.001893656,0.004439085,0.0004167469,0.003696883,0.01573621],"category_scores_gemma":[0.002462515,0.0002358885,0.0003540279,0.001078327,0.00302956,0.006525945,0.002161799,0.004048954,0.00381519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003819582,"about_ca_system_score_gemma":0.004483702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503332,"about_ca_topic_score_gemma":0.003111711,"domain_scores_codex":[0.9990923,0.0001428086,0.00003430438,0.0001562829,0.0003768834,0.0001974024],"domain_scores_gemma":[0.998894,0.0003322905,0.00006567507,0.00008888396,0.0003118025,0.0003073279],"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":[0.0003359462,0.0001873971,0.000886023,0.001135221,0.00002620603,0.0003999421,0.0007435373,0.0007464428,0.01839122,0.6078199,0.1258385,0.2434896],"study_design_scores_gemma":[0.00001640845,0.00006069937,0.0007315677,0.0003608943,0.000008781872,0.0001317319,0.0005386456,0.000214681,0.004092973,0.06549484,0.9283317,0.00001700419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0250711,0.5007123,0.003564238,0.1841358,0.01152409,0.0000353985,0.000289268,0.0001858522,0.274482],"genre_scores_gemma":[0.3338786,0.4552208,0.005096601,0.05538337,0.008367007,0.00006957955,0.0003181739,0.0001766,0.1414893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01573621,"threshold_uncertainty_score":0.05264288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056532444473738,"score_gpt":0.3045073076453173,"score_spread":0.1988540631979435,"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."}}