{"id":"W4401792482","doi":"10.1002/cjce.25469","title":"The use of graphene nanoplatelet‐embedded <scp>PA</scp> ‐6 nanofibres to remove turbidity from water","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Graphene; Materials science; Chemical engineering; Nanotechnology; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294526,0.0004047783,0.000132756,0.0002862809,0.0001665951,0.000159491,0.0001808947,0.000432918,0.0004231927],"category_scores_gemma":[0.0001729033,0.0001376699,0.0002597316,0.0001014454,0.0001780306,0.0002918068,0.0001459483,0.0002737232,0.000171802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412382,"about_ca_system_score_gemma":0.0001047758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005652851,"about_ca_topic_score_gemma":0.001363532,"domain_scores_codex":[0.9999229,0.00001060302,0.000005430669,0.00001919893,0.00002668586,0.00001515335],"domain_scores_gemma":[0.9998894,0.00001897437,0.00004089278,0.00001049571,0.00002192447,0.00001828883],"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":[0.0000114293,0.000006075366,0.0000224761,0.00002354608,0.000002702218,0.00002146117,0.000003480295,0.00005021019,0.9992587,0.00001683995,0.00001336849,0.0005696729],"study_design_scores_gemma":[0.000001929552,0.00007000721,0.0004757904,0.000002234263,0.000005139552,0.00004067511,0.000003781354,0.0005223751,0.9984996,0.000007557672,0.0003676102,0.000003337695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924167,0.0009080324,0.00508316,0.00007103189,0.00003712908,0.00002566435,0.00009766784,0.0001219284,0.001238626],"genre_scores_gemma":[0.989045,0.000463868,0.008981975,0.00005089904,0.00001200768,0.00001735638,0.00009271628,0.00002459454,0.001311592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005652851,"threshold_uncertainty_score":0.00141573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306103909538439,"score_gpt":0.2069560844027326,"score_spread":0.1938950453073482,"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."}}