{"id":"W2803889361","doi":"10.3390/nano8050330","title":"Enhanced Photocatalytic Activity toward Organic Pollutants Degradation and Mechanism Insight of Novel CQDs/Bi2O2CO3 Composite","year":2018,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"Photocatalysis; Degradation (telecommunications); Pollutant; Composite number; Mechanism (biology); Materials science; Chemical engineering; Environmental chemistry; Chemistry; Composite material; Catalysis; Organic chemistry; 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":[0.0002420357,0.0002878564,0.0005925275,0.0001677035,0.0001050467,0.00005026459,0.0002581406,0.0001931282,0.0003850884],"category_scores_gemma":[0.00008556299,0.0002717765,0.00005553935,0.000306631,0.0001791249,0.0003988507,0.0001832693,0.00005417956,0.00003425927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009431094,"about_ca_system_score_gemma":0.00005061831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285802,"about_ca_topic_score_gemma":0.0001038968,"domain_scores_codex":[0.9984307,0.00007928975,0.0004893768,0.0004613932,0.000245491,0.0002937923],"domain_scores_gemma":[0.9987449,0.00006669536,0.0004310831,0.0005183199,0.0001539219,0.00008507332],"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":[0.0001942489,0.0001169523,0.000005049437,0.00005318335,0.00005119968,0.000001322341,0.0004211688,6.277609e-7,0.9948007,0.00171787,0.00000315117,0.002634522],"study_design_scores_gemma":[0.0007270621,0.0001949868,0.000351712,0.0000661904,0.0000583395,0.00001479103,0.00001790703,0.0001177648,0.9962983,0.001747859,0.0001260806,0.0002790039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746984,0.00002080369,0.0232199,0.00001610128,0.0002606118,0.00058683,0.00009310432,0.0002443136,0.0008599308],"genre_scores_gemma":[0.9921783,0.0000345689,0.007357356,0.00005185346,0.0001056171,0.00006510793,0.00003163316,0.00005848163,0.0001170478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747993,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412743841504341,"score_gpt":0.2761361845676669,"score_spread":0.2520087461526235,"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."}}