{"id":"W4405475042","doi":"10.5194/egusphere-2024-3351","title":"Sea Ice Freeboard Extrapolation from ICESat-2 to Sentinel-1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deutsche Forschungsgemeinschaft","keywords":"Freeboard; Extrapolation; Geology; Oceanography; Remote sensing; Sea ice; Geodesy; Meteorology; Environmental science; Geography; Mathematics; Engineering; Statistics","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":[0.000345877,0.0008237707,0.0002675387,0.001036939,0.0001827783,0.0006108729,0.0003440733,0.0003352805,0.001539935],"category_scores_gemma":[0.001159301,0.0001868453,0.0004293343,0.0007576051,0.00009942171,0.0005385844,0.0005577642,0.0002756189,0.001018399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003016988,"about_ca_system_score_gemma":0.0003299089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009397032,"about_ca_topic_score_gemma":0.0114101,"domain_scores_codex":[0.9998833,0.00002108767,0.000005836659,0.00003712379,0.00003331058,0.0000193671],"domain_scores_gemma":[0.9997538,0.00004169732,0.00003190985,0.0000466226,0.0001075224,0.00001851061],"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":[0.0006309192,0.0002291578,0.04931326,0.0003178096,0.000264458,0.0004867408,0.0002929514,0.4045383,0.05679003,0.001178309,0.006741271,0.4792168],"study_design_scores_gemma":[0.00004080141,0.0001094448,0.05676939,0.00008036095,0.0000490107,0.00009177053,0.0001707188,0.910986,0.02456941,0.001629698,0.005471354,0.00003198136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159879,0.0007373537,0.1673359,0.0001682291,0.0002607088,0.00008155926,0.003149223,0.005076,0.007203107],"genre_scores_gemma":[0.8928343,0.0004378569,0.09635842,0.00006604248,0.00004816015,0.00004197191,0.007666961,0.0003840037,0.00216236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009397032,"threshold_uncertainty_score":0.01868469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569081213435915,"score_gpt":0.2309355730759036,"score_spread":0.2152447609415445,"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."}}