{"id":"W2979546929","doi":"10.1109/oceanse.2019.8867124","title":"Modeling Scattering Differences between Sea Ice Ridges","year":2019,"lang":"en","type":"article","venue":"OCEANS 2019 - Marseille","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ridge; Geology; Sea ice; Polar; Scattering; Sea ice thickness; Remote sensing; Radar; Geophysics; Climatology; Arctic ice pack; Optics; Paleontology; Computer science; Physics","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":[0.0004289383,0.0004585262,0.000341544,0.0003088612,0.0002658739,0.0007700488,0.0005895624,0.0006612788,0.0007891839],"category_scores_gemma":[0.001027802,0.0002913012,0.0005961822,0.0004289009,0.0002457326,0.0005331686,0.0003123849,0.0003433993,0.0001335715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000641197,"about_ca_system_score_gemma":0.0004749122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642951,"about_ca_topic_score_gemma":0.01019057,"domain_scores_codex":[0.9998699,0.0000268124,0.000007910356,0.00003251511,0.00002779593,0.00003504815],"domain_scores_gemma":[0.9995565,0.0002687183,0.00004846379,0.00002773863,0.00007287763,0.00002559236],"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":[0.000020062,0.00001581455,0.001860997,0.000004673752,0.000006441628,0.0000204725,0.00001295017,0.9938383,0.001737366,0.000438267,0.00002655212,0.002018089],"study_design_scores_gemma":[0.000002324656,0.000007175957,0.000347618,6.399447e-7,0.000001840899,0.000004626333,0.000004794673,0.9991905,0.0002866183,0.0001171023,0.00003518426,0.00000167364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765685,0.00008412456,0.1191482,0.00007188847,0.00002578849,0.00003904775,0.0001919126,0.0001652357,0.003705177],"genre_scores_gemma":[0.9873395,0.00006401522,0.01073631,0.00001150578,0.000007002015,0.00001492153,0.0001528525,0.00001988114,0.001654177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642951,"threshold_uncertainty_score":0.03266776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395936281599501,"score_gpt":0.2027014454435912,"score_spread":0.1887420826275962,"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."}}