{"id":"W6930687140","doi":"10.5281/zenodo.15052652","title":"Supporting data for \"Pulsed Electroluminescence in a Dopant-free Gateable Semiconductor\"","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electroluminescence; Scripting language; Light-emitting diode; Data transmission; Window (computing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717256,0.001761287,0.001531292,0.002081492,0.000838696,0.002196732,0.002527911,0.002201498,0.1349466],"category_scores_gemma":[0.007700852,0.0006748693,0.001546121,0.003790678,0.0004879967,0.001011094,0.001576179,0.001581831,0.09520965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141468,"about_ca_system_score_gemma":0.002571652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163643,"about_ca_topic_score_gemma":0.03497326,"domain_scores_codex":[0.9989806,0.0001722571,0.0001349668,0.0003350893,0.0002251168,0.0001520363],"domain_scores_gemma":[0.996137,0.001641837,0.0003600979,0.0007786165,0.0007813996,0.0003011196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001780145,0.00004677511,0.001806775,0.002249919,0.00008821183,0.00003335052,0.00003065276,0.0004719562,0.0003366311,0.0004854182,0.9919627,0.002309595],"study_design_scores_gemma":[0.0007157871,0.00005654789,0.01057447,0.0007742519,0.0001364229,0.0001151557,0.0001122049,0.0005998923,0.001265314,0.002771436,0.9828141,0.00006437323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008153625,0.00002450269,0.00005890573,0.0000189175,0.00001146746,0.000007963475,0.9994836,0.0001387202,0.0001744116],"genre_scores_gemma":[0.0005375497,0.00003857813,0.0004120138,0.00005010076,0.000005563764,0.000115152,0.9982561,0.00008760524,0.0004972874],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1349466,"threshold_uncertainty_score":0.4514415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812802841022175,"score_gpt":0.2826576087308586,"score_spread":0.2445295803206368,"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."}}