{"id":"W2799479928","doi":"10.1121/1.5037361","title":"Passive acoustic detection and estimation of the number of sources using compact arrays","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustics; Computer science; Estimation; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006656465,0.0009296963,0.0007689331,0.001396778,0.0002526685,0.0008325268,0.0009078701,0.0006927632,0.001145347],"category_scores_gemma":[0.003087626,0.0003652204,0.0003560647,0.0008835488,0.0003808363,0.001222187,0.001201731,0.0004989968,0.001252444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793403,"about_ca_system_score_gemma":0.0004018467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660486,"about_ca_topic_score_gemma":0.003282445,"domain_scores_codex":[0.9993708,0.0001035343,0.0000338217,0.0002495575,0.0001889889,0.00005339072],"domain_scores_gemma":[0.9984823,0.0007991091,0.0002215067,0.0002196932,0.0002209836,0.00005632999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00124462,0.0002700128,0.02363237,0.0004898122,0.0001643895,0.0002895401,0.0003570314,0.1163606,0.3228076,0.003165173,0.003832026,0.5273868],"study_design_scores_gemma":[0.0000750651,0.0003826187,0.03160624,0.00004592578,0.0000696815,0.0007074835,0.0001942108,0.8955564,0.06093382,0.005367368,0.004983525,0.00007756759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2097762,0.000704682,0.7839328,0.0001298583,0.00008809949,0.00006207288,0.001623375,0.001773075,0.001909891],"genre_scores_gemma":[0.6442861,0.0005730898,0.3466403,0.00009481976,0.0001651124,0.000219129,0.004383573,0.0001199685,0.003517987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001660486,"threshold_uncertainty_score":0.003831506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078694216706688,"score_gpt":0.277638335316463,"score_spread":0.2568513931493961,"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."}}