{"id":"W2023239636","doi":"10.1109/oceans.2014.7003112","title":"Development of ice profiler sonar (IPS) target sonar with a logarithmic detector","year":2014,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sonar; Detector; Firmware; Remote sensing; Engineering; Marine engineering; Computer science; Acoustics; Geology; Electrical engineering; Physics; Computer hardware","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":[0.001230917,0.0004758856,0.0003734533,0.0006422315,0.0001550764,0.0005670481,0.001430229,0.0005047315,0.002496173],"category_scores_gemma":[0.001102351,0.0003850684,0.0003126227,0.000429293,0.0003294651,0.001189511,0.0006646924,0.0009036426,0.00225358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934033,"about_ca_system_score_gemma":0.0009565814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006969562,"about_ca_topic_score_gemma":0.0005281972,"domain_scores_codex":[0.9990426,0.00004633226,0.00003388581,0.0001465187,0.0006639063,0.00006662481],"domain_scores_gemma":[0.9991437,0.00006298083,0.00005354133,0.00006379595,0.0005969158,0.000078877],"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":[0.000348498,0.0002024509,0.007642713,0.0004952435,0.00003506499,0.0004101383,0.0002236527,0.007548077,0.4336634,0.008273919,0.007815267,0.5333416],"study_design_scores_gemma":[0.0001356731,0.002649526,0.01235539,0.0001063166,0.0000898892,0.002228303,0.0001120319,0.07429378,0.6734292,0.001423242,0.2330088,0.0001678285],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08942343,0.001349472,0.8529923,0.000621078,0.0004206702,0.0008485964,0.001132043,0.008180006,0.0450324],"genre_scores_gemma":[0.2541908,0.001436618,0.7162197,0.0005560914,0.000170915,0.0004447722,0.002617169,0.0006764396,0.02368746],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002496173,"threshold_uncertainty_score":0.008350551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084359268890111,"score_gpt":0.1801495779737307,"score_spread":0.1717136510847196,"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."}}