{"id":"W2803698065","doi":"10.1557/proc-727-r11.2","title":"Ab Intio Simulations of Quatum Transport: Si Clusters and Fullerene Chains","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Graphene research and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Formalism (music); Chemical physics; Nanowire; Fullerene; Non-equilibrium thermodynamics; Molecule; Molecular dynamics; Ab initio; Condensed matter physics; Molecular physics; Nanotechnology; Computational chemistry; Thermodynamics; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334212,0.00008715902,0.000128774,0.0001033871,0.0001376962,0.00003291951,0.0001431226,0.00004466991,0.0003848449],"category_scores_gemma":[0.00003520739,0.00008031079,0.00003410788,0.0002894089,0.0001609251,0.0001747058,0.00002601811,0.00006814447,0.00002597289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001165141,"about_ca_system_score_gemma":0.000009577835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003817441,"about_ca_topic_score_gemma":0.0000161212,"domain_scores_codex":[0.9991508,0.000003917934,0.0001994572,0.0002133103,0.0002064897,0.0002260819],"domain_scores_gemma":[0.9995834,0.00002913692,0.00006947012,0.00008078937,0.0001232246,0.0001139483],"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":[0.00001748346,0.0001717047,0.00573852,0.0001502995,0.00001141381,5.634115e-7,0.002232997,0.00005561565,0.9727946,0.01501679,0.00203728,0.001772758],"study_design_scores_gemma":[0.004794877,0.00100817,0.08423052,0.0003792314,0.0001769415,0.00003699172,0.004043166,0.1273934,0.7284677,0.0149477,0.03287904,0.001642236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957094,0.0001281172,0.0004129075,0.0009365043,0.00002252208,0.0002140351,0.00003059613,0.00005201397,0.00249391],"genre_scores_gemma":[0.9985571,0.00007550779,0.0008265056,0.00004239001,0.00003204613,0.00002873394,0.000003924831,0.000009973528,0.0004238111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2443269,"threshold_uncertainty_score":0.4213782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459829287916697,"score_gpt":0.2514268204246453,"score_spread":0.2268285275454784,"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."}}