{"id":"W2519676420","doi":"10.1039/c6ra21042b","title":"Nano-fibrillated cellulose (NFC) as versatile carriers of TiO<sub>2</sub> nanoparticles (TNPs) for photocatalytic hydrogen generation","year":2016,"lang":"en","type":"article","venue":"RSC Advances","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"Canada Research Chairs","keywords":"Photocatalysis; Cellulose; Nano-; Nanoparticle; Materials science; Hydrogen; Nanotechnology; Chemical engineering; Chemistry; Organic chemistry; Composite material; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001807663,0.0002532514,0.0003902223,0.0001038964,0.0001346422,0.00002699578,0.0001963793,0.0001221372,0.0001248373],"category_scores_gemma":[0.0001182088,0.000194054,0.0002621593,0.0002537525,0.0001245241,0.0004574357,0.00004198149,0.00004010604,0.0001971248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007853576,"about_ca_system_score_gemma":0.00008584062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273725,"about_ca_topic_score_gemma":0.0002926002,"domain_scores_codex":[0.9982557,0.00006535646,0.0005169366,0.0004676816,0.0002922678,0.0004020643],"domain_scores_gemma":[0.9988183,0.0001632766,0.00028278,0.0004465257,0.0001436852,0.0001454182],"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":[0.0001089581,0.00004291171,0.0001005205,0.00004145926,0.0001105193,0.000002186228,0.0003042146,0.001384713,0.9778407,0.0009434713,0.000221066,0.01889933],"study_design_scores_gemma":[0.0009251227,0.0001882335,0.00001527021,0.00004235705,0.0001011049,0.000003478649,0.0001131253,0.001093203,0.9690781,0.00143929,0.02672048,0.0002801903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960419,0.001388252,0.0005155086,0.00005117196,0.0002358143,0.0005823522,0.000056004,0.00008380658,0.001045224],"genre_scores_gemma":[0.9984021,0.0003020184,0.0002802167,0.00004585424,0.0001654851,0.0001208245,0.00008344361,0.00005090341,0.0005491888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02649941,"threshold_uncertainty_score":0.7913293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292431509048329,"score_gpt":0.2353167092846059,"score_spread":0.2223923941941227,"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."}}