{"id":"W1801225006","doi":"10.4236/jmp.2015.611170","title":"Forecast of the Luminescent Phenomena of Silicon Rich Oxide Films off Stoichiometry by Means of the Global Reaction Model","year":2015,"lang":"en","type":"article","venue":"Journal of Modern Physics","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Benemérita Universidad Autónoma de Puebla; McGill University","keywords":"Stoichiometry; Materials science; Luminescence; Oxide; Silicon; Chemical physics; Silicon oxide; Molecule; Chemical reaction; Nanostructure; Chemical vapor deposition; Nanotechnology; Chemical engineering; Physical chemistry; Chemistry; Optoelectronics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002903675,0.0008387695,0.0006752293,0.0005278201,0.0002950797,0.0005822817,0.0009691598,0.0008598997,0.002996464],"category_scores_gemma":[0.0005733488,0.0003046819,0.0009499187,0.0002358626,0.0005643543,0.0009043075,0.0004409144,0.0006006812,0.0003245157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364062,"about_ca_system_score_gemma":0.0004335817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806662,"about_ca_topic_score_gemma":0.001899038,"domain_scores_codex":[0.9998963,0.00002722868,0.000002915629,0.00002443534,0.0000256078,0.00002353573],"domain_scores_gemma":[0.9998199,0.00009945341,0.00002176728,0.00001316611,0.00003093215,0.00001463219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007002294,0.00005974285,0.001147686,0.0001749508,0.00003632427,0.0002803312,0.000086879,0.9103472,0.02432946,0.0580631,0.0005938727,0.004810434],"study_design_scores_gemma":[0.000003986553,0.00001488386,0.0001712709,0.000002683794,0.000004423292,0.00001912453,0.00000670187,0.9950269,0.0006801768,0.003878675,0.000187139,0.000004096712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3588101,0.001700162,0.5912403,0.0006853662,0.0001355253,0.0001340116,0.0006123572,0.000523826,0.04615828],"genre_scores_gemma":[0.9708528,0.00082909,0.01480108,0.0000983052,0.00003210139,0.0001815494,0.0002416384,0.0000958003,0.01286764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002996464,"threshold_uncertainty_score":0.01002419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352478605863002,"score_gpt":0.2256543303232892,"score_spread":0.2021295442646592,"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."}}