{"id":"W2888822283","doi":"10.3390/rs10091354","title":"Validation of CryoSat-2 SARIn Data over Austfonna Ice Cap Using Airborne Laser Scanner Measurements","year":2018,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Space Agency","keywords":"Elevation (ballistics); Remote sensing; Sarin; Data processing; Satellite; Geodesy; Environmental science; Geology; Computer science; Mathematics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004251692,0.0001206989,0.0001688441,0.0000335118,0.0002730631,0.00003654795,0.0001631502,0.00005037533,0.0003378465],"category_scores_gemma":[0.0001537994,0.0001091071,0.00003142396,0.0003369943,0.0001039446,0.0002618793,0.00005763699,0.00006834113,0.00003807212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001390646,"about_ca_system_score_gemma":0.00005867954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888254,"about_ca_topic_score_gemma":0.00536894,"domain_scores_codex":[0.9987752,0.00005704319,0.0002599354,0.0002936804,0.0003469186,0.0002672302],"domain_scores_gemma":[0.9990762,0.00005608006,0.0001455145,0.0004799676,0.0001776394,0.00006459674],"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":[0.0002087892,0.00005832862,0.1980014,0.000150031,0.0004666974,0.00002455595,0.002239936,0.02858139,0.02927065,0.000008343405,0.008322709,0.7326671],"study_design_scores_gemma":[0.0003573975,0.00004995521,0.2790302,0.0001118563,0.00009779441,0.00001008676,0.0002542636,0.7068599,0.005870626,0.0001104309,0.0070016,0.0002458818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933415,0.0001791239,0.004211478,0.0001007813,0.0005580572,0.000111591,0.0000424006,0.00002565787,0.001429412],"genre_scores_gemma":[0.9716117,0.00001752207,0.027583,0.0001728888,0.0003856445,9.588815e-10,0.0001238681,0.000006353874,0.00009902377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7324213,"threshold_uncertainty_score":0.9876508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358067820510022,"score_gpt":0.2950625765806765,"score_spread":0.1592557945296743,"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."}}