{"id":"W4409497696","doi":"10.1021/acsanm.5c00783","title":"Enrichment of 1.0 Nanometer Diameter Single-Chirality Single-Walled Carbon Nanotubes Dictated by Conjugated Polymer Characteristics: Implications for High-Performance Thin-Film Transistors","year":2025,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Carbon nanotube; Chirality (physics); Materials science; Conjugated system; Nanometre; Nanotechnology; Polymer; Transistor; Thin-film transistor; Optoelectronics; Composite material; Physics; Electrical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007318691,0.0006400667,0.001326452,0.0003250337,0.0002570508,0.0002295742,0.0008258434,0.0003407442,0.0001995068],"category_scores_gemma":[0.0001455595,0.0005986277,0.0001226504,0.0005424707,0.0004240879,0.0001808591,0.0002301454,0.0000954604,0.00001565626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949838,"about_ca_system_score_gemma":0.0001182362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831893,"about_ca_topic_score_gemma":0.000006091273,"domain_scores_codex":[0.9958451,0.0001705808,0.00182335,0.001003962,0.0003610412,0.0007959929],"domain_scores_gemma":[0.9970728,0.0006413006,0.0007257096,0.001107164,0.0003330117,0.0001200772],"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":[0.0007900284,0.000566575,0.0002835045,0.0003606022,0.0001293585,3.812982e-7,0.0002124535,0.000006753162,0.9951378,0.00160813,0.0004998808,0.0004045557],"study_design_scores_gemma":[0.001753613,0.0002870143,0.001390872,0.0001284408,0.0002862432,0.000001584136,0.00001943066,0.00001055433,0.9945816,0.0004212256,0.0005287167,0.0005907071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920514,0.0002586022,0.0003582821,0.0003291696,0.002254857,0.001870884,0.002097735,0.000288208,0.000490828],"genre_scores_gemma":[0.9963871,0.00004665272,0.001022449,0.0004330144,0.0001301577,0.0009364096,0.0006044766,0.0000890754,0.0003506819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004335649,"threshold_uncertainty_score":0.9996465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282304837860118,"score_gpt":0.229489739749147,"score_spread":0.2166666913705458,"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."}}