{"id":"W4414887677","doi":"10.1007/s11164-025-05759-2","title":"Floating Ag-ZnO@PAN nanofiber mats with photocatalytic, piezoelectric, and plasmonic functions for wastewater treatment","year":2025,"lang":"en","type":"article","venue":"Research on Chemical Intermediates","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Iran National Science Foundation","keywords":"Photodegradation; Photocatalysis; Electrospinning; Rhodamine B; Photocurrent; Nanofiber; Nanorod; Plasmon; Nanoparticle","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":[0.00008333981,0.0003569598,0.0001708394,0.0001625266,0.0001492444,0.0001960112,0.0002442612,0.000320554,0.0008198016],"category_scores_gemma":[0.0001165226,0.0001640449,0.0002071451,0.0001408864,0.000114514,0.0003752647,0.0001894244,0.0003552969,0.0001519422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970732,"about_ca_system_score_gemma":0.00008869381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007692617,"about_ca_topic_score_gemma":0.002596033,"domain_scores_codex":[0.9999036,0.00000473955,0.000006030044,0.00003093871,0.00003648174,0.00001816089],"domain_scores_gemma":[0.9999521,0.000008350231,0.00001322897,0.000003977653,0.00001306284,0.000009207074],"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":[0.00001723784,0.000004295531,0.00003309065,0.00002284796,0.000001632656,0.00002501231,0.000005418183,0.00005763659,0.9984844,0.00002734204,0.00002530527,0.00129569],"study_design_scores_gemma":[0.00000747429,0.00006898176,0.001108639,0.000003339341,0.00001263834,0.00005387759,0.00001701531,0.001731296,0.9962064,0.00003813606,0.0007469655,0.00000536047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984323,0.001860406,0.01117215,0.000139745,0.0001419627,0.00001768028,0.0001499422,0.0001891033,0.002006045],"genre_scores_gemma":[0.9917379,0.0005257978,0.005636685,0.00003694582,0.00001768647,0.00001245239,0.00007069012,0.00001931046,0.001942476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008198016,"threshold_uncertainty_score":0.002742529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755912893846112,"score_gpt":0.362387505873029,"score_spread":0.3248283769345678,"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."}}