{"id":"W7125241538","doi":"10.1109/asicon66040.2025.11326188","title":"Design Considerations for Smart Gate Drivers","year":2025,"lang":"","type":"article","venue":"","topic":"Space Technology and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172269,0.0001559195,0.0001618595,0.0001728892,0.0003848405,0.00004216742,0.0001084801,0.0002548541,0.0005818557],"category_scores_gemma":[0.0001227703,0.0001815498,0.00006962854,0.000289568,0.0001158519,0.00006626023,0.00002856778,0.0001640471,0.0001525658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006206667,"about_ca_system_score_gemma":0.0001047052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008164593,"about_ca_topic_score_gemma":0.00004579646,"domain_scores_codex":[0.9992473,0.0000126948,0.0002141276,0.0002295658,0.00003308688,0.000263246],"domain_scores_gemma":[0.9988338,0.0006853835,0.00002127756,0.0003480503,0.00007412856,0.00003738845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004299923,0.00003614914,0.00007690835,0.00003729771,0.0001903421,6.328458e-7,0.00009427781,0.03118028,0.005018238,0.8386486,0.123309,0.001403947],"study_design_scores_gemma":[0.001366931,0.00006248643,0.0002376585,0.00006691301,0.0003477023,0.000004399895,0.0006240032,0.3726372,0.1558827,0.4072661,0.06103023,0.0004736925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007300299,0.0002294861,0.9607272,0.01301262,0.0003379199,0.001107824,0.00001368672,0.0006694568,0.02317175],"genre_scores_gemma":[0.8377339,0.0001003092,0.1512041,0.000448435,0.00001775005,0.000590304,0.000004101741,0.00001665159,0.009884438],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8370039,"threshold_uncertainty_score":0.7403384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650537290275666,"score_gpt":0.2599302839516578,"score_spread":0.2334249110489012,"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."}}