{"id":"W3025606494","doi":"10.1149/ma2020-018737mtgabs","title":"Flexible Semiconducting Nanofibers Functionalized with ZnO for Enhanced and Sustainable Water Decontamination","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Photocatalysis; Nanofiber; Polyacrylonitrile; Nanotechnology; Heterojunction; Charge carrier; Polypyrrole; Photoactive layer; Semiconductor; Electrospinning; Chemical engineering; Oxide; Human decontamination; Optoelectronics; Polymer; Energy conversion efficiency; Composite material; Catalysis; Polymerization; Chemistry; Waste management; Polymer solar cell","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":[],"consensus_categories":[],"category_scores_codex":[0.001140336,0.0002010767,0.0002247306,0.00007799069,0.0003557531,0.0001342379,0.0001086674,0.0001141632,0.0001021116],"category_scores_gemma":[0.00056043,0.0001634371,0.00004288976,0.0001382842,0.0000444761,0.0003677468,0.00004618417,0.0001376079,0.00002674283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007488499,"about_ca_system_score_gemma":0.00004989383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944479,"about_ca_topic_score_gemma":0.000008713801,"domain_scores_codex":[0.9983031,0.0001020692,0.0003740284,0.000467246,0.0001919839,0.0005616157],"domain_scores_gemma":[0.9988822,0.0003263511,0.0001825275,0.0001643037,0.0002907237,0.0001539087],"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":[0.0003093498,0.0000323465,0.0001807263,0.0002286629,0.00007193808,0.000006286083,0.004531797,0.02746479,0.964717,0.0005417286,0.0002402238,0.001675116],"study_design_scores_gemma":[0.001292639,0.0001059628,0.000412795,0.00003642252,0.00003993156,0.000008232288,0.00282488,0.0004296871,0.9592258,0.0009891221,0.03438168,0.0002528901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396986,0.00008853267,0.006123318,0.001484999,0.0001741608,0.0004742186,0.000002828774,0.0003126268,0.05164066],"genre_scores_gemma":[0.9408178,0.000003322191,0.05412735,0.0003394286,0.0002314314,0.0001044632,0.00006975305,0.00005845955,0.004247984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04800404,"threshold_uncertainty_score":0.6664773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749229518205036,"score_gpt":0.2683539492669759,"score_spread":0.2408616540849256,"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."}}