{"id":"W2896679580","doi":"10.1016/j.carbpol.2018.10.026","title":"The structural amphiphilicity of cellulose nanocrystals characterized from their cohesion parameters","year":2018,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Cellulose; Solubility; Amphiphile; Polymer; Polar; Chemical engineering; Hildebrand solubility parameter; Nanoparticle; Monomer; Materials science; Nanocrystal; Hydrolysis; Chemistry; Polymer chemistry; Organic chemistry; Composite material; Nanotechnology; Copolymer; Physics","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":[0.0001283694,0.0001427702,0.0001084418,0.000224496,0.000170938,0.0002162929,0.00009783381,0.0001536739,0.001518361],"category_scores_gemma":[0.0003719091,0.0001022632,0.0001147067,0.0002052271,0.0001701373,0.0002574751,0.000132116,0.0003195489,0.0001570586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161306,"about_ca_system_score_gemma":0.0001697697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810302,"about_ca_topic_score_gemma":0.00201366,"domain_scores_codex":[0.9999229,0.000006004281,0.000005161019,0.00002028841,0.00002515473,0.00002059468],"domain_scores_gemma":[0.9998122,0.00006969961,0.00004410462,0.000008702499,0.00003995845,0.00002540628],"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":[0.00003721021,0.000005726252,0.0003185936,0.0000127223,0.000002928418,0.00001591831,0.00002503759,0.00005390473,0.9987025,0.0001021205,0.00001821647,0.0007050185],"study_design_scores_gemma":[0.000004367751,0.00004344166,0.005654897,0.000002520485,0.000007455404,0.00003273031,0.00003712574,0.0009992359,0.992758,0.0000248471,0.0004298047,0.000005581028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998276,0.000194802,0.0005591034,0.00001259596,0.000004110541,0.000005151851,0.000132754,0.000005292994,0.0008100591],"genre_scores_gemma":[0.9987902,0.0001079319,0.0004109295,0.000007329872,0.000001916542,0.000008754271,0.0001663389,0.000006788443,0.0004998419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001810302,"threshold_uncertainty_score":0.005079448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146785263741577,"score_gpt":0.2658688442765348,"score_spread":0.2444009916391191,"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."}}