{"id":"W4414450065","doi":"","title":"BuGUI: A Widget System for Button Grid Controllers","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Society for Arts and Technology","funders":"Irish Research Council","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354533,0.002577042,0.001508248,0.001601834,0.0006606898,0.002437206,0.002894608,0.001563588,0.09131935],"category_scores_gemma":[0.005484003,0.001135123,0.0008288551,0.0008099021,0.000426163,0.003098593,0.00301776,0.001842964,0.02526444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837432,"about_ca_system_score_gemma":0.0005882745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664277,"about_ca_topic_score_gemma":0.001765436,"domain_scores_codex":[0.9993038,0.0001069105,0.00006524719,0.0001338175,0.0002618436,0.0001283452],"domain_scores_gemma":[0.9981045,0.0007649378,0.00009421678,0.0004665525,0.0003088975,0.0002609422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006464269,0.0003997416,0.004571176,0.001801264,0.0003461165,0.001172414,0.001539196,0.003193902,0.05033057,0.009414466,0.449364,0.4714029],"study_design_scores_gemma":[0.001493641,0.0009655403,0.007777941,0.0006030696,0.0005529793,0.001642216,0.0004493966,0.08736703,0.1094872,0.01453937,0.774408,0.0007135387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0105128,0.0009388383,0.360533,0.0003582626,0.0006668264,0.0004639458,0.005741687,0.6050566,0.0157281],"genre_scores_gemma":[0.3630095,0.002041745,0.2991063,0.003471501,0.0006716213,0.002764898,0.02891115,0.1462935,0.1537298],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09131935,"threshold_uncertainty_score":0.3054937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005471558811649681,"score_gpt":0.1870811584947505,"score_spread":0.1816095996831009,"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."}}