{"id":"W4412522646","doi":"10.1038/s41467-025-61920-w","title":"Defect-tolerant electron and defect-sensitive phonon transport in quasi-2D conjugated coordination polymers","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Thermal properties of materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Peking University; Queen's University; Ulster University; University of Cambridge; Japan Society for the Promotion of Science; Queen's University Belfast; Research Councils UK; Fonds De La Recherche Scientifique - FNRS; Australian Government; Diamond Light Source","keywords":"Materials science; Thermal conduction; Phonon; Thermoelectric effect; Electron; Scattering; Lattice (music); Condensed matter physics; Polymer; Thermal; Chemical physics; Thermal conductivity; Optoelectronics; Chemistry; Composite material; Thermodynamics; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00004646079,0.000151605,0.0001031735,0.000134158,0.0001902327,0.0004795134,0.0001802083,0.0001793993,0.0008800267],"category_scores_gemma":[0.000113024,0.0001248106,0.00006054629,0.0001042939,0.0002792136,0.0002179123,0.0001891025,0.0001611605,0.0001256492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201821,"about_ca_system_score_gemma":0.0001337361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000422118,"about_ca_topic_score_gemma":0.0005056691,"domain_scores_codex":[0.9999681,0.000004534177,0.000001634271,0.000009125181,0.000006943085,0.000009721601],"domain_scores_gemma":[0.9999471,0.00001215857,0.00001695214,0.000007130949,0.000004660354,0.00001207938],"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":[0.0001668643,0.00007948851,0.0007530101,0.0001049735,0.00001308665,0.0002976753,0.0000943899,0.004505144,0.9873977,0.003842565,0.0002543293,0.002490788],"study_design_scores_gemma":[0.0002066467,0.000909316,0.008773851,0.00002328903,0.00002568624,0.0005778272,0.0001581992,0.1067478,0.8757514,0.002497563,0.00426941,0.00005899938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989517,0.0000729691,0.0002992344,0.00002787906,0.000005315614,0.000002133012,0.00001791993,0.00001398037,0.0006088706],"genre_scores_gemma":[0.999225,0.00005579522,0.0003085902,0.00000659406,0.000001881487,0.000005574759,0.00001701415,0.000004798008,0.000374774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008800267,"threshold_uncertainty_score":0.002943993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009783819654758854,"score_gpt":0.267880432655138,"score_spread":0.2580966130003792,"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."}}