{"id":"W4377990847","doi":"10.1016/j.seppur.2023.124141","title":"Progress in plasma doping semiconductor photocatalysts for efficient pollutant remediation and hydrogen generation","year":2023,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Oak Ridge National Laboratory; Bangladesh University of Engineering and Technology; Curtin University of Technology","keywords":"Dopant; Materials science; Doping; Semiconductor; Photocatalysis; Band gap; Nanotechnology; Plasma; Optoelectronics; Visible spectrum; Chemistry; Catalysis; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007692805,0.0004708616,0.0003712543,0.0004516435,0.0002193069,0.0008458457,0.0005727791,0.0006369468,0.001207827],"category_scores_gemma":[0.000432975,0.0001899719,0.0002789539,0.000831548,0.0002951873,0.001015786,0.0004404559,0.0008061312,0.0005715673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004585318,"about_ca_system_score_gemma":0.0006254829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005790085,"about_ca_topic_score_gemma":0.0007648643,"domain_scores_codex":[0.9997575,0.00002829325,0.00002060858,0.00006475697,0.00009804903,0.00003078076],"domain_scores_gemma":[0.9997835,0.0000586587,0.00002454242,0.00002461916,0.00009538288,0.00001338345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001589468,0.0001883149,0.0008928679,0.00224956,0.0000534708,0.0001534126,0.0001977125,0.0009941814,0.7730449,0.008829598,0.002125758,0.2111113],"study_design_scores_gemma":[0.00001892712,0.000363589,0.001266027,0.00007028135,0.00006181086,0.0004193289,0.00008272452,0.004846464,0.9032606,0.001488298,0.08810216,0.00001977705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4013616,0.4094809,0.137826,0.003188619,0.00101631,0.0001205968,0.0005220101,0.0006953484,0.04578865],"genre_scores_gemma":[0.69855,0.216676,0.06754445,0.0004749215,0.0004888713,0.00009069993,0.0008392322,0.000104637,0.01523107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001207827,"threshold_uncertainty_score":0.004068434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465264304343762,"score_gpt":0.3138332689403511,"score_spread":0.2891806258969135,"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."}}