{"id":"W1499284186","doi":"","title":"Overview of AutoSEA2","year":2000,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical energy analysis; Computer science; Noise (video); Energy (signal processing); Function (biology); Vibration; Transmission (telecommunications); Simulation; Systems engineering; Operations research; Engineering; Telecommunications; Acoustics; Artificial intelligence; Statistics; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008316632,0.0001031083,0.0001449963,0.0001323636,0.00003348149,0.00001369919,0.0002102607,0.00007061743,0.004854322],"category_scores_gemma":[0.00003184135,0.0001159227,0.00003185329,0.0002523114,0.0000567377,0.00003913039,0.000007095599,0.0001504979,0.0003537293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554985,"about_ca_system_score_gemma":0.000229679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005254777,"about_ca_topic_score_gemma":0.001858387,"domain_scores_codex":[0.9991562,0.000009411518,0.0001662304,0.00009374369,0.0001591577,0.0004151979],"domain_scores_gemma":[0.9992219,0.00003861163,0.000007623132,0.000270478,0.00004438845,0.0004170386],"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":[0.00000853385,0.00003774419,0.0005374997,0.001184786,0.0001955747,0.000220874,0.0006585087,0.5959339,0.04194211,0.002642198,0.1503929,0.2062454],"study_design_scores_gemma":[0.0007026638,0.00009522225,0.0456663,0.0001602869,0.000101064,0.00003441723,0.0001744311,0.850489,0.0006450447,0.002215429,0.09884696,0.0008692089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6725291,0.004552695,0.004980109,0.0002001591,0.0004941201,0.0004427605,0.0006405932,0.0003281339,0.3158323],"genre_scores_gemma":[0.996443,0.0004753065,0.000972633,0.00009370696,0.0000866339,0.000004740368,0.00001061376,0.00003909247,0.001874307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3239139,"threshold_uncertainty_score":0.9960554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776095261862881,"score_gpt":0.2465335953576031,"score_spread":0.2187726427389742,"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."}}