{"id":"W3153201432","doi":"10.3847/25c2cfeb.d42128bb","title":"White Paper Summary of the Final Report from the Ice and Climate Evolution Science Analysis group (ICE-SAG)","year":2021,"lang":"en","type":"article","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"White (mutation); Group (periodic table); Climatology; Geology; Physical geography; Geography; Biology; Chemistry","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":[0.002065879,0.0007641981,0.0006839862,0.002756728,0.0009020038,0.003996156,0.001336608,0.001270653,0.1543735],"category_scores_gemma":[0.004716638,0.0003072468,0.0008617555,0.003019212,0.0002398574,0.001500926,0.001069883,0.001392069,0.0950712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310313,"about_ca_system_score_gemma":0.005020745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03035169,"about_ca_topic_score_gemma":0.02998737,"domain_scores_codex":[0.9989342,0.0000710665,0.00006417722,0.0001483759,0.0006644091,0.0001178411],"domain_scores_gemma":[0.9927163,0.0004335435,0.0003095171,0.000372623,0.005454909,0.000713263],"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":[0.00008729876,0.00002188705,0.000291557,0.00009169603,0.000008926545,0.0000306746,0.00001106254,0.00008824049,0.0002100321,0.0003450215,0.9888842,0.009929409],"study_design_scores_gemma":[0.00003240673,0.00003436091,0.005768073,0.0001101821,0.00001586598,0.0000153256,0.00005000857,0.00009245861,0.0007316489,0.0003933006,0.9927446,0.00001175642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00462513,0.003977794,0.005197481,0.03801113,0.1580823,0.00176422,0.4527139,0.001899914,0.3337281],"genre_scores_gemma":[0.009868659,0.003271529,0.003142904,0.00553946,0.01213936,0.0006640312,0.1683162,0.00138668,0.7956712],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1543735,"threshold_uncertainty_score":0.5164306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045329751843303,"score_gpt":0.2154331147502265,"score_spread":0.1949798172317934,"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."}}