{"id":"W7058054245","doi":"","title":"Modelling pulse-to-pulse coherent Doppler sonar","year":2006,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276029,0.0006964214,0.0008405377,0.0004666252,0.0005605988,0.001349168,0.001791508,0.002689773,0.002056888],"category_scores_gemma":[0.002901084,0.001196457,0.0006234896,0.0006198342,0.001113722,0.001263441,0.0008643714,0.001213793,0.000427629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621608,"about_ca_system_score_gemma":0.001777468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07625458,"about_ca_topic_score_gemma":0.04046187,"domain_scores_codex":[0.9997199,0.00005375071,0.00001388378,0.00006599091,0.00008293392,0.00006358764],"domain_scores_gemma":[0.9987426,0.0007440038,0.0001161767,0.00004917246,0.0002689403,0.00007902436],"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":[0.00001139346,0.000008173387,0.0001895306,0.00001059659,0.000006494827,0.00001927463,0.00001275151,0.9977607,0.0003533371,0.0006899171,0.00006369343,0.0008741874],"study_design_scores_gemma":[0.000003276501,0.000004513769,0.00007273469,7.684768e-7,0.000001928282,0.000003361339,0.000003333324,0.999594,0.0001022526,0.0001496765,0.00006123426,0.000002952688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4921928,0.0008996793,0.480371,0.001086081,0.0003839895,0.0002405234,0.0008098845,0.0009413491,0.02307451],"genre_scores_gemma":[0.9818063,0.0002460833,0.01066543,0.00006822,0.0000437027,0.00007111043,0.000247004,0.00008728251,0.006764987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07625458,"threshold_uncertainty_score":0.1516215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431139646062178,"score_gpt":0.2297467625645949,"score_spread":0.2154353661039731,"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."}}