{"id":"W2067828699","doi":"10.1121/1.4755742","title":"A true-depth passive fathometer","year":2012,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Seabed; Layering; Geology; Parametrization (atmospheric modeling); Inversion (geology); Attenuation; Acoustics; Range (aeronautics); Algorithm; Computer science; Seismology; Optics; Physics; Tectonics","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":[0.0003001212,0.0003176235,0.0004477954,0.0003122355,0.0002750514,0.0004867298,0.0007364288,0.000521349,0.001845983],"category_scores_gemma":[0.0008004062,0.0002889724,0.0002688904,0.0002387067,0.0002106256,0.0006541895,0.0007565951,0.0004391232,0.0007491198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761595,"about_ca_system_score_gemma":0.0006042767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348931,"about_ca_topic_score_gemma":0.002619432,"domain_scores_codex":[0.9998086,0.00002091037,0.000006456106,0.0000559392,0.00009506888,0.00001306796],"domain_scores_gemma":[0.9998167,0.00006249178,0.00001856106,0.00004410243,0.00004430951,0.00001373834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005226171,0.0001858018,0.007874154,0.000172712,0.00007769489,0.0001877576,0.0003025331,0.200296,0.1616521,0.01354096,0.00243967,0.612748],"study_design_scores_gemma":[0.00003577397,0.000113773,0.001727283,0.00001047083,0.00001821162,0.0002212017,0.00002130605,0.9680581,0.02395059,0.001736084,0.00408205,0.00002506347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01643345,0.00003004289,0.9817694,0.00003957011,0.00002209308,0.00002698535,0.00005809129,0.0004863963,0.00113403],"genre_scores_gemma":[0.230341,0.00006664974,0.7658737,0.00007036996,0.00001975864,0.00009356459,0.0001993446,0.00007010686,0.003265598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001845983,"threshold_uncertainty_score":0.006175458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483777362161167,"score_gpt":0.264059991076611,"score_spread":0.2392222174549993,"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."}}