{"id":"W1974963222","doi":"10.1121/1.4807317","title":"Inversion for a moving spherical target's positional, structural, and speed parameters","year":2013,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Echo (communications protocol); Clutter; Acoustics; RADIUS; Wideband; Speed of sound; Physics; Position (finance); Doppler effect; Range (aeronautics); Optics; Broadband; Multipath propagation; Computational physics; Computer science; Radar; Materials science; Channel (broadcasting); Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488347,0.00009861337,0.0002051678,0.00001347527,0.0002564946,0.00005153676,0.0004223734,0.00004876039,0.0004632169],"category_scores_gemma":[0.0001779004,0.00004691363,0.0001928485,0.0001499808,0.000775516,0.0001611721,0.00006241461,0.0002926082,0.000005875382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439556,"about_ca_system_score_gemma":0.00006467628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549986,"about_ca_topic_score_gemma":0.000001260824,"domain_scores_codex":[0.9987822,0.0001180098,0.0002719408,0.00008234149,0.0004908031,0.0002547182],"domain_scores_gemma":[0.9981566,0.001191078,0.0002109831,0.0001249822,0.0001813271,0.0001349993],"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":[0.0006305958,0.00008674627,0.01873111,0.0002239511,0.0006225257,0.000002724979,0.001990736,0.7694811,0.05752811,0.000001973537,0.09554515,0.05515524],"study_design_scores_gemma":[0.000257985,0.0003373235,0.01065493,0.00002130646,0.00007590141,0.00005160431,0.001197604,0.982705,0.0004247724,0.004064889,0.0001378201,0.00007085753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5081393,0.0002861734,0.481715,0.009158109,0.000176524,0.0004050988,0.00004073529,0.000007163887,0.00007188978],"genre_scores_gemma":[0.7787442,0.0001065136,0.2200866,0.0009534395,0.00007192081,1.750386e-7,0.000001591316,0.000003592227,0.00003199204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2706049,"threshold_uncertainty_score":0.50719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839258729984009,"score_gpt":0.2461726709133808,"score_spread":0.2277800836135407,"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."}}