{"id":"W3109149862","doi":"10.1364/fio.2020.jth4b.14","title":"Generalized model for refractive indices of III-V semiconductors","year":2020,"lang":"en","type":"article","venue":"Frontiers in Optics / Laser Science","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Refractive index; Semiconductor; Band gap; Photon; Optics; Function (biology); X-ray optics; Materials science; Physics; Optoelectronics","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":[0.0001859686,0.0001504961,0.0002969043,0.000123885,0.0001021054,0.00005162995,0.0005391524,0.00003930313,0.00002130532],"category_scores_gemma":[0.00003363307,0.0001346121,0.00007660018,0.0005096212,0.0003237504,0.0004660339,0.00009179944,0.0001298776,5.971743e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002862994,"about_ca_system_score_gemma":0.0002280942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005576366,"about_ca_topic_score_gemma":0.000001538997,"domain_scores_codex":[0.9987306,0.00001304455,0.0002933521,0.0003949614,0.0002512572,0.0003167951],"domain_scores_gemma":[0.9992952,0.00003596819,0.0002153329,0.0001961318,0.0001180384,0.000139287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007768125,0.0005165392,0.2796582,0.0003082271,0.0003681209,0.000005196683,0.04876545,0.2170527,0.2656563,0.1610027,0.01560754,0.01028214],"study_design_scores_gemma":[0.0008960296,0.00007058576,0.0002070845,0.00001606302,0.00002162803,1.377504e-7,0.002958802,0.8730388,0.1053906,0.01698119,0.0001896935,0.0002294242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656217,0.00008433826,0.03276582,0.0001222861,0.000484606,0.0002398837,0.0001140614,0.00001244348,0.000554879],"genre_scores_gemma":[0.9451154,0.000006432444,0.05450554,0.0001786488,0.0001061599,0.00001473593,0.000009936779,0.00001152881,0.00005161922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.655986,"threshold_uncertainty_score":0.548932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467718653890794,"score_gpt":0.2743487499514124,"score_spread":0.2496715634125045,"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."}}