{"id":"W2071364756","doi":"10.1002/pssc.200881278","title":"Silicon electroluminescent device production via plasma ion implantation","year":2009,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electroluminescence; Ion implantation; Silicon; Ion; Plasma; Materials science; Optoelectronics; Luminescence; Range (aeronautics); Nanotechnology; Chemistry; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004762288,0.001221446,0.001929534,0.0001715308,0.0005950363,0.0005482139,0.0006341088,0.0001888072,0.00006766491],"category_scores_gemma":[0.0004422256,0.00109812,0.0003787009,0.0009654507,0.0006393924,0.001244891,0.0002161354,0.001059477,0.000104115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744668,"about_ca_system_score_gemma":0.0005185982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748445,"about_ca_topic_score_gemma":0.0001554335,"domain_scores_codex":[0.992005,0.0006162087,0.00172961,0.001954796,0.001060506,0.002633873],"domain_scores_gemma":[0.9965069,0.0003878338,0.0006633664,0.0009745085,0.0006527561,0.0008146339],"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":[0.0006236395,0.002788984,0.001934792,0.002001136,0.00005931931,0.00002646481,0.005150029,0.0001645907,0.4959926,0.05367221,0.001496045,0.4360902],"study_design_scores_gemma":[0.00456077,0.003191167,0.02139391,0.003268997,0.0007609768,0.00007603982,0.0009181841,0.02088695,0.7017679,0.171899,0.06536493,0.005911153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841993,0.006657384,0.001374801,0.001388753,0.00257493,0.002423123,0.0004003192,0.0002606206,0.0007207255],"genre_scores_gemma":[0.9705284,0.02684944,0.0002308651,0.0003049901,0.001497992,0.0002208684,0.0002639281,0.00006425965,0.00003925006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.430179,"threshold_uncertainty_score":0.9991469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515793235791712,"score_gpt":0.3421572613733911,"score_spread":0.306999329015474,"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."}}