{"id":"W2540173426","doi":"10.1109/nusod.2013.6633164","title":"Finite difference k.p modeling of type II MQWs","year":2013,"lang":"en","type":"article","venue":"","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Spurious relationship; Type (biology); Software; Dipole; Dispersion (optics); Finite difference method; Computer science; Sample (material); Finite difference; Electronic engineering; Optoelectronics; Physics; Optics; Mathematics; Mathematical analysis; Engineering; Quantum mechanics; Machine learning; Programming language; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001403048,0.00007273313,0.000109515,0.00001991596,0.00004329251,0.00001501005,0.00009804666,0.00001700798,0.005712244],"category_scores_gemma":[0.000002415506,0.00005160396,0.000037772,0.00005993508,0.00001311014,0.00006982045,0.0000480828,0.00005037018,0.00004048258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001655841,"about_ca_system_score_gemma":0.00001278184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417632,"about_ca_topic_score_gemma":0.000001206399,"domain_scores_codex":[0.9995912,0.000005770789,0.0001300915,0.0001007249,0.00006290546,0.0001092982],"domain_scores_gemma":[0.9996935,0.00002442489,0.00003899079,0.0001392923,0.00006851527,0.00003531004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003137264,0.0002865304,0.1925007,0.0000863254,0.0003161304,4.537404e-7,0.002535595,0.02221058,0.1672594,0.5535555,0.003808144,0.05740931],"study_design_scores_gemma":[0.0002904162,0.00008160128,0.003538192,0.00002350477,0.00001770559,2.087821e-7,0.0007817789,0.8901595,0.007773594,0.09673648,0.000344087,0.0002529598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762033,0.00004206066,0.002443454,0.00003036635,0.0001006334,0.000058647,0.000003379316,0.00001297664,0.02110524],"genre_scores_gemma":[0.9986488,0.00000127847,0.0005325741,0.00004431943,0.00008043489,0.000003143319,0.000007609973,0.000005627831,0.0006762547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8679489,"threshold_uncertainty_score":0.9951966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468767755645733,"score_gpt":0.2459983845343495,"score_spread":0.2213107069778922,"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."}}