{"id":"W2081215929","doi":"10.1007/s11082-013-9696-y","title":"A computational study of nonparabolic conduction band effect on quantum wire transport (e.g. GaN)","year":2013,"lang":"en","type":"article","venue":"Optical and Quantum Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Zewail City of Science and Technology; Universitat Rovira i Virgili; Canada Research Chairs","keywords":"Einstein relation; Condensed matter physics; Physics; Band gap; Electron; Doping; Quantum wire; Thermal conduction; Density of states; Materials science; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001494948,0.0002107422,0.0003865679,0.00004988459,0.0001008405,0.0000377745,0.00008356068,0.00005307371,0.0003032123],"category_scores_gemma":[0.00000345488,0.0001650206,0.00006843883,0.0001011881,0.00006464432,0.0001477635,0.00000760078,0.0001796721,0.00002854454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001342445,"about_ca_system_score_gemma":0.00004994489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003224736,"about_ca_topic_score_gemma":0.000008245762,"domain_scores_codex":[0.9987941,0.00006604184,0.0003274539,0.00029446,0.0001954428,0.0003224557],"domain_scores_gemma":[0.9994494,0.0001243108,0.0000995929,0.0001442501,0.0000747601,0.0001076945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008296265,0.005595687,0.04977974,0.0003485397,0.0008959005,0.000008286488,0.001982177,0.004939638,0.3117935,0.6105261,0.0003893272,0.01291143],"study_design_scores_gemma":[0.03558614,0.07471553,0.2045743,0.0005689883,0.002036414,0.00005312684,0.006371285,0.1185703,0.3496616,0.1982719,0.004810499,0.00477984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984974,0.00007970591,0.0001874158,0.00008051492,0.0001070193,0.0005669748,0.00001627734,0.00002091523,0.0004437735],"genre_scores_gemma":[0.9996803,0.000004902197,0.00001947402,0.00003013089,0.00009932622,0.00005604412,0.00005508185,0.00001908673,0.00003567927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4122542,"threshold_uncertainty_score":0.6729344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008939405805506836,"score_gpt":0.242478831631922,"score_spread":0.2335394258264151,"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."}}