{"id":"W3003842527","doi":"10.1007/s10570-020-02995-0","title":"Degradation of methylene blue by intimate coupling photocatalysis and biodegradation with bagasse cellulose composite carrier","year":2020,"lang":"en","type":"article","venue":"Cellulose","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tri Y Environmental Research Institute (Canada)","funders":"National Natural Science Foundation of China","keywords":"Bagasse; Photocatalysis; Materials science; Cellulose; X-ray photoelectron spectroscopy; Methylene blue; Biodegradation; Chemical engineering; Degradation (telecommunications); Regenerated cellulose; Composite material; Pulp and paper industry; Organic chemistry; Chemistry; Catalysis; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002661088,0.0003339648,0.0005562922,0.0001256019,0.0001070742,0.00008604601,0.0002210451,0.0001431082,0.0002193742],"category_scores_gemma":[0.00003041986,0.0002926332,0.0001221741,0.0006328909,0.0001244093,0.0002942021,0.00009205587,0.0001988837,0.00004541847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000424516,"about_ca_system_score_gemma":0.00003860006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183841,"about_ca_topic_score_gemma":0.00008092378,"domain_scores_codex":[0.9980723,0.00007524603,0.0005640427,0.0006229469,0.0003723706,0.0002930864],"domain_scores_gemma":[0.9986998,0.0000940238,0.000360387,0.0004288222,0.0001505877,0.000266372],"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":[0.0001945497,0.0001136778,0.001356625,0.0001552045,0.0002284673,0.0000104391,0.001238467,0.001867333,0.9920489,0.0002996273,0.0004478638,0.0020388],"study_design_scores_gemma":[0.0008479659,0.0001480345,0.00009551625,0.00003052899,0.000335799,0.00000259593,0.0002851142,0.06161718,0.931448,0.00002065574,0.004835011,0.0003335318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847032,0.001048703,0.01289027,0.0001618681,0.00004664124,0.0003920204,0.00007641992,0.00008756394,0.0005933329],"genre_scores_gemma":[0.9952359,0.0001332535,0.002604016,0.0001300391,0.00003879658,0.00003252961,0.001042078,0.00006090328,0.0007224571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06060088,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245645194396681,"score_gpt":0.2141018632208347,"score_spread":0.2016454112768679,"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."}}