{"id":"W4399380896","doi":"10.1016/j.envres.2024.119333","title":"A review of non-thermal plasma -catalysis: The mutual influence and sources of synergetic effect for boosting volatile organic compounds removal","year":2024,"lang":"en","type":"review","venue":"Environmental Research","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Al-Imam Muhammad Ibn Saud Islamic University; Deanship of Scientific Research, Imam Mohammed Ibn Saud Islamic University","keywords":"Catalysis; Nonthermal plasma; Chemistry; Plasma; Photocatalysis; Heterogeneous catalysis; Environmental chemistry; Nanotechnology; Chemical engineering; Process engineering; Organic chemistry; Materials science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007676595,0.0004024306,0.001532253,0.0001912707,0.0002581142,0.0001285565,0.001565261,0.0001534769,0.0002162448],"category_scores_gemma":[0.001512433,0.0002469927,0.0002617853,0.0005767544,0.002104703,0.0001877361,0.001729952,0.0004214697,0.000197293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197531,"about_ca_system_score_gemma":0.0002878392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002281937,"about_ca_topic_score_gemma":0.000001813266,"domain_scores_codex":[0.9957466,0.0005635092,0.00108052,0.000804143,0.001220004,0.0005851986],"domain_scores_gemma":[0.9958453,0.002677243,0.0005145363,0.0008113678,0.00004102312,0.0001104868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005244386,0.00009561786,0.00001392182,0.4701412,0.0001141377,0.00002525495,0.0004163981,0.000004220853,0.3459964,0.00001002842,0.0002933025,0.182837],"study_design_scores_gemma":[0.0007328035,0.002112433,0.00004140171,0.5072017,0.004848409,0.001381155,0.0003184665,0.001118657,0.2485803,0.0002888865,0.2316084,0.001767432],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1785676,0.8194542,0.000007507174,0.00001506352,0.0001257479,0.001560777,0.0002029636,0.00001348823,0.00005269294],"genre_scores_gemma":[0.03001456,0.9690113,0.0002553853,0.00001161273,0.00009029375,0.0003267621,0.00004544204,0.00006395432,0.0001807024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2313151,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167102454582346,"score_gpt":0.3610896428214301,"score_spread":0.3294186182756067,"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."}}