{"id":"W1922377394","doi":"10.1007/s10853-015-9291-7","title":"Transparent nanocellulose-pigment composite films","year":2015,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Materials science; Composite material; Nanocellulose; Composite number; Filler (materials); Calcium carbonate; Softwood; Cellulose; Chemical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004890583,0.0001889917,0.0004750071,0.0002293713,0.000255015,0.0002873737,0.001104055,0.00003542255,0.000361458],"category_scores_gemma":[0.0003510689,0.0001331357,0.00006532274,0.0003275798,0.0009414284,0.0009843204,0.0002298073,0.0001111036,0.0002413185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268401,"about_ca_system_score_gemma":0.0006255904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001480306,"about_ca_topic_score_gemma":0.000001174786,"domain_scores_codex":[0.9961587,0.000159032,0.0007877061,0.0002858958,0.001989089,0.000619533],"domain_scores_gemma":[0.9977076,0.00008235411,0.0005458918,0.0002888826,0.0008720243,0.0005032331],"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":[0.0001396371,0.00008964052,0.00004555346,0.00002458995,0.000005356884,0.00007204723,0.0005322156,0.0008618638,0.997211,0.0001955079,0.0005969153,0.0002256553],"study_design_scores_gemma":[0.0006286328,0.0003837254,0.0002674094,0.00008478077,0.00001400288,0.0001419881,0.0003853957,0.00002130788,0.9953673,0.0008240778,0.001725219,0.0001561211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931127,0.0006302671,0.002142997,0.0003922561,0.002488478,0.0001457297,0.00002128537,0.00002662297,0.001039693],"genre_scores_gemma":[0.9840186,0.0001113679,0.01544306,0.00006368431,0.0002161698,0.000004601269,5.957988e-7,0.00001295955,0.0001290142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330006,"threshold_uncertainty_score":0.5429118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031065396401034,"score_gpt":0.3322956491387643,"score_spread":0.2619849951747539,"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."}}