{"id":"W4390899191","doi":"","title":"Escaping unknown discontinuous regions inblackbox optimization","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","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":[0.001697161,0.00107918,0.002026986,0.0007962127,0.000679886,0.001422739,0.001699765,0.002854906,0.005612489],"category_scores_gemma":[0.006423076,0.001330636,0.0007508529,0.0006416542,0.001507035,0.001144262,0.003222282,0.001742325,0.0005479742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008570428,"about_ca_system_score_gemma":0.0009115543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004996777,"about_ca_topic_score_gemma":0.004814041,"domain_scores_codex":[0.9994878,0.0002395607,0.00001783201,0.00006946275,0.0001213757,0.00006396476],"domain_scores_gemma":[0.9973395,0.002094282,0.000148113,0.0001263251,0.0001633308,0.0001283209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001633579,0.00004344516,0.0002673754,0.0001148391,0.00004673079,0.0000586609,0.00005376927,0.9663455,0.001249489,0.01418771,0.001417366,0.01605171],"study_design_scores_gemma":[0.0000114569,0.00001114546,0.0000150847,0.000006512125,0.000002823505,0.000004991853,0.000003516276,0.9973345,0.0001584701,0.00226949,0.0001800658,0.000002032865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04498043,0.0009587473,0.9465671,0.0003940626,0.0001592848,0.00007726405,0.00006717831,0.0004545994,0.006341391],"genre_scores_gemma":[0.5725105,0.0004486558,0.4103909,0.0005255347,0.0001306017,0.0003912781,0.0002037098,0.0007285223,0.01467026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005612489,"threshold_uncertainty_score":0.01877564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107500441254365,"score_gpt":0.2063414954397243,"score_spread":0.1955914513142878,"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."}}