{"id":"W4393681458","doi":"10.5281/zenodo.7509021","title":"ICEBEAR 3D coherent scatter radar data for 2020, 2021","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced SAR Imaging Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Radar; Remote sensing; Computer science; Geology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006638996,0.0003628769,0.0003419019,0.0003032455,0.0008709828,0.0007275887,0.003581537,0.0001862906,0.0056773],"category_scores_gemma":[0.0008188562,0.0004207522,0.00006879566,0.000528132,0.0001310993,0.0003589507,0.00341765,0.0006796069,0.03163249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587491,"about_ca_system_score_gemma":0.000005694709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000241844,"about_ca_topic_score_gemma":0.000002138987,"domain_scores_codex":[0.9976414,0.0001366148,0.0003995152,0.0007854096,0.0004398157,0.0005971713],"domain_scores_gemma":[0.9969277,0.00007049756,0.0001100965,0.002406596,0.0003080947,0.0001770542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001500643,0.00003254308,2.215446e-8,0.0003847512,0.00009061534,0.00002341501,0.00002402198,0.00007718146,0.0002691513,0.00001031987,0.9755223,0.02355063],"study_design_scores_gemma":[0.0002827327,0.00006682422,0.000002836258,0.0001370622,0.00005364801,0.00004001675,0.00002793984,0.001331098,0.00008561881,0.00008274355,0.9974627,0.0004267406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002196785,0.0001901793,0.01814953,0.0003253042,0.0004162026,0.0009913825,0.9756299,0.002833179,0.001462125],"genre_scores_gemma":[0.000007506228,0.000983458,0.004335066,0.00009191658,0.0005972809,3.886341e-7,0.9898768,0.003569335,0.0005382538],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02595519,"threshold_uncertainty_score":0.9998244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660120917378733,"score_gpt":0.2832890688487189,"score_spread":0.2366878596749316,"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."}}