{"id":"W4405675482","doi":"10.1002/adma.202406349","title":"PEDOT:PSS‐Facilitated Directionally 3‐D Assembled MXene‐Based Aerogel for High‐Performance Chemoresistive Sensing & Breath Analysis","year":2024,"lang":"en","type":"article","venue":"Advanced Materials","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Western University; University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"PEDOT:PSS; Materials science; Aerogel; Polystyrene sulfonate; Acetone; Nanotechnology; Optoelectronics; Chemical engineering; Composite material; Polymer; Organic chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007803874,0.000264225,0.0001041039,0.000128424,0.00007564261,0.0001502519,0.0001489724,0.0002377384,0.0003385874],"category_scores_gemma":[0.00007483445,0.0001285887,0.0002233661,0.00006703399,0.0001015612,0.0002083295,0.0001437678,0.0002596135,0.0001718417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342667,"about_ca_system_score_gemma":0.00008562432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003061088,"about_ca_topic_score_gemma":0.000810699,"domain_scores_codex":[0.999957,0.000004122657,0.000003364079,0.00001373356,0.00001290076,0.000008953861],"domain_scores_gemma":[0.9999627,0.00000778169,0.00001278217,0.000004402882,0.000005820491,0.000006545327],"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":[0.000005033633,0.00000247708,0.00002001283,0.000009226423,0.000001255974,0.00001420963,0.000004728503,0.00005224039,0.9995728,0.0000181749,0.000005750404,0.0002940329],"study_design_scores_gemma":[0.000002290849,0.00003265857,0.0004068979,0.000001354827,0.000003804246,0.00003571475,0.000004887406,0.0009771661,0.9980131,0.000007878434,0.0005114392,0.000002818897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847838,0.0008506177,0.01285245,0.00005221076,0.00002747093,0.00002701124,0.0002212792,0.0002107508,0.0009744185],"genre_scores_gemma":[0.9828597,0.0005096478,0.01476848,0.00002478871,0.00000757082,0.00001879871,0.0002119736,0.00002289906,0.001576106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003385874,"threshold_uncertainty_score":0.001132667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831001405312975,"score_gpt":0.2912210566661435,"score_spread":0.2729110426130137,"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."}}