{"id":"W1989102230","doi":"10.1121/1.3216911","title":"Broadband cluster transducer for underwater acoustics applications","year":2009,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Broadband; Acoustics; Underwater; Transducer; Underwater acoustics; Cluster (spacecraft); Computer science; Telecommunications; Physics; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007323951,0.0001392634,0.0002710369,0.00002506677,0.0003087468,0.00004052399,0.0008783535,0.00008191048,0.0002092495],"category_scores_gemma":[0.0000620102,0.00006656114,0.0003790442,0.0002624619,0.0005889859,0.00009530196,0.00002299849,0.0004127548,0.000009277355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001809673,"about_ca_system_score_gemma":0.0001249299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004179637,"about_ca_topic_score_gemma":0.000002860995,"domain_scores_codex":[0.9983483,0.0001166621,0.0004528506,0.0001069132,0.0006063475,0.0003689269],"domain_scores_gemma":[0.9980716,0.0009801233,0.0002514578,0.0002912037,0.0002752391,0.0001304544],"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":[0.0005331545,0.0002186887,0.0004956927,0.0001072199,0.0002859406,6.268438e-7,0.001416427,0.8017652,0.02481431,0.00000268548,0.04937078,0.1209893],"study_design_scores_gemma":[0.0008476721,0.0007947483,0.004917232,0.00003523935,0.0004796356,0.00007094631,0.001009843,0.9712975,0.001377915,0.01035818,0.008626922,0.0001841402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002268995,0.0001835743,0.986405,0.01033127,0.00009503851,0.0003988901,0.00006038545,0.000007415042,0.0002495002],"genre_scores_gemma":[0.9144178,0.0003296854,0.08161438,0.003039176,0.0003221511,9.585334e-7,0.000003609087,0.000006762331,0.0002654618],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9121488,"threshold_uncertainty_score":0.2714284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999421423015591,"score_gpt":0.2694492863393158,"score_spread":0.2494550721091598,"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."}}