{"id":"W2902154206","doi":"10.1007/s10854-018-0434-x","title":"Empirical expressions for the spectral dependence of the refractive index for the case of thin-film silicon and some of its common alloys","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Electronics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thin film; Silicon; Refractive index; Materials science; Semiconductor; Optoelectronics; Nanotechnology","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":[0.003031106,0.0001704246,0.0004996355,0.0001386036,0.000198893,0.00006150552,0.001111836,0.00012847,0.00001409112],"category_scores_gemma":[0.0007265182,0.00008778403,0.00007577034,0.0002496942,0.001008548,0.0003738656,0.0001290137,0.0001821025,1.331065e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271015,"about_ca_system_score_gemma":0.0002256839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003469309,"about_ca_topic_score_gemma":0.0001054522,"domain_scores_codex":[0.9981571,0.0001020951,0.0009047084,0.0001532946,0.0003031644,0.0003795945],"domain_scores_gemma":[0.9978949,0.0007330706,0.0006809176,0.0003955979,0.0002653015,0.00003019611],"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":[0.0002832295,0.00003275432,0.00004385864,0.0001166728,0.00002996525,0.000002257831,0.0006494044,0.00257179,0.9947151,0.001408449,0.00003339638,0.0001131209],"study_design_scores_gemma":[0.0004312152,0.0004658411,0.001717115,0.0001445122,0.00005754462,0.0002019661,0.0006145341,0.001346014,0.9908605,0.004019498,0.0000495831,0.00009166309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962473,0.001043477,0.0004758531,0.0003614938,0.001126399,0.0006084041,0.0001175753,0.00001476549,0.000004713552],"genre_scores_gemma":[0.9989028,0.0003777648,0.000550474,0.00002073517,0.0001020973,0.00002465354,2.047642e-7,0.00001894622,0.00000235247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003854587,"threshold_uncertainty_score":0.3716038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053735942973044,"score_gpt":0.2936747386359607,"score_spread":0.2731373792062303,"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."}}