{"id":"W6987050425","doi":"","title":"SAR Enabled Glacier Monitoring Within Canada","year":2023,"lang":"en","type":"other","venue":"elib (German Aerospace Center)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacier; Tidewater; Glacier mass balance; Synthetic aperture radar; Tidewater glacier cycle; Offset (computer science); Surge; Arctic; Glaciology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.000367507,0.001268286,0.001117861,0.000481309,0.0001988622,0.0002114781,0.001107276,0.0005794313,0.001794314],"category_scores_gemma":[0.000117249,0.001338292,0.0002482426,0.0009228369,0.0001456945,0.0001729502,0.0004466782,0.001083838,0.01458631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009632,"about_ca_system_score_gemma":0.001001932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.415613,"about_ca_topic_score_gemma":0.8394914,"domain_scores_codex":[0.9943983,0.0001933699,0.0006664441,0.001370596,0.001664576,0.001706718],"domain_scores_gemma":[0.9965514,0.00006609413,0.0008702322,0.00174436,0.0001013355,0.000666572],"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":[0.00003228356,0.00006729009,0.01392899,0.0001665778,0.0003493027,0.0005185237,0.0003858746,0.00001411096,0.0007125122,0.00004148043,0.9836965,0.00008657973],"study_design_scores_gemma":[0.001380449,0.00002417061,0.002510161,0.001660966,0.00009393812,0.00002366476,0.0001693499,0.00002183634,0.001402038,0.000004790329,0.9913954,0.001313296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02817895,0.004521129,0.00002191193,0.0008905024,0.05968361,0.004334317,0.005859949,0.02030795,0.8762017],"genre_scores_gemma":[0.006723105,0.000218298,0.0003083,0.0001453621,0.002815384,0.00006183994,0.000239357,0.01161965,0.9778687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4238783,"threshold_uncertainty_score":0.9991182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280678959192646,"score_gpt":0.2553453533013595,"score_spread":0.242538563709433,"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."}}