{"id":"W4391319804","doi":"10.52783/jes.694","title":"A Network-Centred Optimization Technique for Operative Target Selection","year":2024,"lang":"en","type":"article","venue":"Journal of Electrical Systems","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Selection (genetic algorithm); Computer science; Artificial intelligence","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":[0.001676696,0.001535226,0.001053987,0.001123783,0.0006621911,0.0008777371,0.001216273,0.001224623,0.00434225],"category_scores_gemma":[0.003521509,0.0006631293,0.001030334,0.001124835,0.0009599064,0.001023007,0.001433999,0.002081626,0.000636297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392271,"about_ca_system_score_gemma":0.001676812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848611,"about_ca_topic_score_gemma":0.005044758,"domain_scores_codex":[0.9994122,0.0002792515,0.00001863866,0.000101294,0.0001386922,0.0000500028],"domain_scores_gemma":[0.9990101,0.0006794436,0.0001034494,0.00004938746,0.0001249767,0.00003265028],"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":[0.00001727661,0.00001812469,0.0001499436,0.00003885055,0.00002909266,0.00002673285,0.00002691787,0.9605669,0.000750538,0.0218314,0.0007979788,0.01574612],"study_design_scores_gemma":[0.000003209537,0.00001016094,0.00002587192,0.000004611131,0.000004705505,0.000006141205,0.000004421577,0.9927856,0.0001462988,0.006393317,0.0006126753,0.00000297429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008708593,0.00005497783,0.9974855,0.0000681349,0.00001684752,0.00002935419,0.00002056267,0.00004645555,0.001407238],"genre_scores_gemma":[0.1892338,0.0004441256,0.8025532,0.0001691758,0.00009665951,0.0006267833,0.0001582502,0.0001972373,0.006520788],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004848611,"threshold_uncertainty_score":0.01452631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314284917511514,"score_gpt":0.2769057247610334,"score_spread":0.2637628755859182,"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."}}