{"id":"W4313555568","doi":"10.1126/science.ade2355","title":"Acting now will reduce glacier loss","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Glacier; Environmental science; Geology; Physical geography; Geography","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":[0.003266288,0.000967999,0.0004645937,0.0006907725,0.002660858,0.003365885,0.001349058,0.003499085,0.08533964],"category_scores_gemma":[0.008785252,0.0001288538,0.0009267667,0.0005090796,0.001263667,0.003305349,0.002369627,0.004068719,0.03049866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334464,"about_ca_system_score_gemma":0.00640685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212788,"about_ca_topic_score_gemma":0.02063428,"domain_scores_codex":[0.998427,0.0002398164,0.00004344434,0.0001356798,0.0006570049,0.0004971074],"domain_scores_gemma":[0.9948111,0.0004120849,0.000251182,0.0003631943,0.001299493,0.002862972],"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":[0.000138859,0.0004331266,0.004389612,0.0002640667,0.00004729117,0.0001261002,0.0006768472,0.0003351862,0.00173013,0.01904967,0.760326,0.2124832],"study_design_scores_gemma":[0.00005394411,0.0001769498,0.01080493,0.0002144645,0.00003110146,0.0001189408,0.001782359,0.0001145066,0.0004133998,0.007022205,0.9792399,0.00002733645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02042109,0.01149247,0.007585906,0.6293554,0.04443521,0.0001762524,0.002294424,0.002612608,0.2816266],"genre_scores_gemma":[0.2206313,0.01715876,0.01724388,0.2229593,0.01399174,0.0002980246,0.00416363,0.0011923,0.502361],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08533964,"threshold_uncertainty_score":0.2854895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572661175185508,"score_gpt":0.2653648012855296,"score_spread":0.2296381895336745,"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."}}