{"id":"W3217013241","doi":"","title":"Arctic Precipitation: Observations, Future Projections, and Impacts I Poster","year":2021,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Precipitation; Arctic; Climatology; The arctic; Environmental science; Geography; Meteorology; Remote sensing; Oceanography; Geology","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":[0.0009657743,0.0006931327,0.0002460451,0.0007926184,0.0004833305,0.00186129,0.0003113131,0.0005906707,0.01526627],"category_scores_gemma":[0.0007544067,0.0001807771,0.0005157863,0.001604371,0.0001958728,0.001081976,0.0007157537,0.000946029,0.00484934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318112,"about_ca_system_score_gemma":0.001327646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367936,"about_ca_topic_score_gemma":0.01551174,"domain_scores_codex":[0.9998152,0.00002815163,0.00001033386,0.00005402312,0.00006274345,0.00002957215],"domain_scores_gemma":[0.9995207,0.00003474228,0.00007818012,0.00002734195,0.0002121521,0.0001268364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002084746,0.0001672971,0.06118147,0.0006193008,0.0001832638,0.0002754779,0.0002385938,0.009230399,0.003136365,0.00662105,0.6850426,0.2312194],"study_design_scores_gemma":[0.0002600427,0.0006134104,0.2234782,0.001194712,0.0003166456,0.0003891512,0.001046499,0.01559628,0.005906328,0.01654895,0.7345558,0.00009390104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1935377,0.08828726,0.01925264,0.06571395,0.04328426,0.0003342798,0.2874199,0.002988132,0.2991818],"genre_scores_gemma":[0.6867481,0.05511088,0.01760677,0.002434163,0.01172791,0.0002132253,0.1179691,0.0004204675,0.1077693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01526627,"threshold_uncertainty_score":0.05107075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554814377286852,"score_gpt":0.2160812331126558,"score_spread":0.2005330893397873,"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."}}