{"id":"W2565071272","doi":"10.1109/oceans.2016.7761432","title":"Testing of Ice Profiler Sonar (IPS) targets using a logarithmic detector","year":2016,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sea ice; Sonar; Remote sensing; Keel; Geology; Arctic; Iceberg; Marine engineering; Environmental science; Meteorology; Oceanography; Engineering; Geography","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":[0.001151861,0.0004155942,0.0002916307,0.0004536659,0.0002531518,0.0003943274,0.0007483095,0.0006859652,0.001275443],"category_scores_gemma":[0.002673494,0.0001939918,0.0002112364,0.0003406038,0.0003892783,0.0009130247,0.0006608872,0.0003314211,0.0007379815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815387,"about_ca_system_score_gemma":0.0003041328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150221,"about_ca_topic_score_gemma":0.001206583,"domain_scores_codex":[0.9987144,0.0001216139,0.00007081708,0.000274395,0.0006755303,0.0001431597],"domain_scores_gemma":[0.9981918,0.0005522391,0.0001593725,0.0001646207,0.0007758862,0.0001562053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00218175,0.0009429494,0.05900189,0.0002314838,0.00006490331,0.0005799579,0.000621762,0.01632362,0.8084655,0.0007883636,0.001486265,0.1093115],"study_design_scores_gemma":[0.0001511208,0.007856779,0.05883787,0.00002398171,0.00007153835,0.0007029669,0.000358211,0.1069652,0.8197089,0.0002184185,0.005034696,0.00007023574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813396,0.00008836178,0.01510937,0.00005636347,0.00007882096,0.00005686093,0.0002550805,0.0003816361,0.002633893],"genre_scores_gemma":[0.9885622,0.00007592822,0.009585562,0.00006500173,0.000009434737,0.00003698675,0.0003352744,0.00005166322,0.001277935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001275443,"threshold_uncertainty_score":0.006091714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780190833064537,"score_gpt":0.2189699355475667,"score_spread":0.1911680272169214,"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."}}