{"id":"W7020738010","doi":"","title":"Measurement of Vessel Underwater Acoustic Signature – Repeatability Assessed on the Mars Database","year":2023,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada; Université du Québec à Rimouski","keywords":"Underwater; Mars Exploration Program; Signature (topology); Repeatability; Noise (video); Reliability (semiconductor); Metrology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003670078,0.0003599289,0.0004534042,0.001864942,0.0004010832,0.0006950314,0.0008519134,0.0004008645,0.0007210029],"category_scores_gemma":[0.01114474,0.0001513712,0.0002995963,0.001711126,0.0002353574,0.0005762348,0.0007766574,0.0002624094,0.0006591923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002919201,"about_ca_system_score_gemma":0.0003605976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855248,"about_ca_topic_score_gemma":0.009801631,"domain_scores_codex":[0.9951175,0.0006935953,0.0004780077,0.001059114,0.002483004,0.0001688534],"domain_scores_gemma":[0.9855004,0.002703571,0.001955436,0.002653799,0.006948758,0.0002380049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008436647,0.00039038,0.6582218,0.0003153633,0.0008893021,0.0005441278,0.001028789,0.01736776,0.1062458,0.0005262343,0.006252405,0.2073743],"study_design_scores_gemma":[0.00002460313,0.0005028474,0.9177161,0.00003288861,0.0001677785,0.0009351672,0.0004422191,0.03725604,0.03423031,0.0001597023,0.008447787,0.00008455267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980467,0.0001828085,0.01223403,0.00004133566,0.00003598367,0.00009445203,0.003686763,0.0005107837,0.002746778],"genre_scores_gemma":[0.9787495,0.00008042163,0.01214188,0.0000308435,0.00002183839,0.0001189071,0.007855862,0.0001031166,0.0008976657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006855248,"threshold_uncertainty_score":0.01940948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507446183418899,"score_gpt":0.2541577738880471,"score_spread":0.1990833120538581,"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."}}