{"id":"W3215754447","doi":"","title":"Polymer Blend Nanocomposites Based on Cellulose Nanocrystals (CNC)","year":2021,"lang":"en","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nanocomposite; Nanocrystal; Materials science; Cellulose; Polymer; Nanoparticle; Polymer nanocomposite; Composite material; Polymer science; Nanotechnology; Chemical engineering; Engineering","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":[0.0001765688,0.0004909023,0.0002519284,0.0002904628,0.000157158,0.0005380817,0.0001318297,0.0002884197,0.002852132],"category_scores_gemma":[0.0001652934,0.0001647532,0.000173536,0.0002264436,0.0001193048,0.0004471496,0.0001557106,0.0003729236,0.0005917713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457957,"about_ca_system_score_gemma":0.000162867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401618,"about_ca_topic_score_gemma":0.002717223,"domain_scores_codex":[0.9998698,0.000006915529,0.000006012752,0.00004314829,0.00004265418,0.00003148562],"domain_scores_gemma":[0.9998925,0.00002468785,0.0000231085,0.000006291929,0.00002554304,0.00002788622],"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":[0.00005783133,0.00001791227,0.00005626923,0.00003968197,0.000004328143,0.0000253747,0.000004922267,0.0001338871,0.998036,0.0001220514,0.00005791063,0.001443943],"study_design_scores_gemma":[0.00000731396,0.00005684328,0.0005062037,0.000003836206,0.000009441356,0.0000307164,0.000005039502,0.001130638,0.9967674,0.00002204706,0.001457888,0.000002662148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774143,0.002622996,0.005046619,0.0001189083,0.0001364277,0.00005340776,0.0002377286,0.0001930901,0.01417646],"genre_scores_gemma":[0.9834101,0.001084893,0.003359128,0.00005540719,0.00002577743,0.00002364094,0.000181386,0.00008135806,0.0117783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002852132,"threshold_uncertainty_score":0.009541392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155708742614884,"score_gpt":0.261735318659482,"score_spread":0.2461644443979936,"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."}}