{"id":"W4293104734","doi":"10.3390/physics4020025","title":"Ion Beam Modification for Si Photonics","year":2022,"lang":"en","type":"article","venue":"Physics","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photonics; Materials science; Optoelectronics; Fabrication; Ion implantation; Silicon; Germanium; Silicon photonics; Quantum dot; Ion beam; Detector; Ion; Nanotechnology; Optics; Beam (structure); 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":[],"consensus_categories":[],"category_scores_codex":[0.0001094923,0.00006652041,0.00008173585,0.000009698732,0.0002643712,0.00002884749,0.0002027543,0.00001410346,0.0001636289],"category_scores_gemma":[0.00001451978,0.0000681916,0.00004496798,0.0001065218,0.00002319306,0.00006865918,0.00006237074,0.00005044067,0.00001427904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000398564,"about_ca_system_score_gemma":0.00003629527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003753985,"about_ca_topic_score_gemma":0.0000010693,"domain_scores_codex":[0.9993871,0.00001723249,0.0001006574,0.0001901242,0.000159728,0.0001451104],"domain_scores_gemma":[0.9995956,0.00004307395,0.00007441123,0.0002198615,0.00004007451,0.00002696657],"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":[0.00002604554,0.0000331726,0.00004081877,0.00001089782,0.000001149179,1.55225e-7,0.0001830428,0.00134743,0.9922906,0.00440362,0.001003001,0.0006601242],"study_design_scores_gemma":[0.0002006859,0.00006276488,0.0001535841,0.000001448759,0.000007591483,0.000002045609,0.00005823985,0.009929126,0.9698097,0.00808595,0.01158223,0.000106631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997879,0.00004777223,0.0006207505,0.00007938613,0.0007231642,0.0003014065,0.000142897,0.00004920549,0.0001564001],"genre_scores_gemma":[0.9989902,0.000002911547,0.0002785538,0.0002317507,0.0001187023,0.0001872037,0.00005303184,0.00001153145,0.0001261123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248085,"threshold_uncertainty_score":0.2780773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684369811489497,"score_gpt":0.2672268698097944,"score_spread":0.2403831716948994,"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."}}