{"id":"W2964767742","doi":"10.1145/3292500.3330848","title":"AutoNE","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced Graph Neural Networks","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hyperparameter; Computer science; Machine learning; Artificial intelligence; Node (physics)","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":[0.0006733218,0.0009258413,0.0007243793,0.0008634375,0.0005730046,0.001239607,0.001813549,0.001015186,0.02186593],"category_scores_gemma":[0.002583872,0.0004286381,0.0006779462,0.0005796244,0.0005445752,0.002131819,0.001682002,0.001427865,0.005688315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006115256,"about_ca_system_score_gemma":0.0008238845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233006,"about_ca_topic_score_gemma":0.006140271,"domain_scores_codex":[0.9995099,0.0001088537,0.00001910671,0.0001785401,0.0001392539,0.00004436088],"domain_scores_gemma":[0.9992342,0.0002519783,0.00005158845,0.0002785026,0.0001439613,0.00003978987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002151883,0.0002132159,0.001558436,0.0004226746,0.0001464587,0.0001893046,0.0001120044,0.2799639,0.006587434,0.09745034,0.05232299,0.560818],"study_design_scores_gemma":[0.00004270705,0.00008989908,0.0003219913,0.00004003272,0.00002249274,0.0001670937,0.00003878876,0.8906332,0.005748405,0.0541862,0.04868405,0.00002520973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01158343,0.0009392026,0.9488552,0.0003523735,0.0003395344,0.0001712277,0.001138743,0.01171472,0.0249056],"genre_scores_gemma":[0.2670014,0.001123321,0.6763016,0.0007796809,0.0001946221,0.0005815243,0.007153833,0.002833004,0.04403093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02186593,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00355252685016396,"score_gpt":0.1996689788394626,"score_spread":0.1961164519892987,"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."}}