{"id":"W2977647461","doi":"10.1080/07055900.2019.1651522","title":"V. Fortin, G. Roy, T. Stadnyk, K. Koenig, N. Gasset, and A. Mahidjiba. Ten Years of Science Based on the Canadian Precipitation Analysis: A CaPA System Overview and Literature Review","year":2019,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Climate variability and models","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003168431,0.000832204,0.000691332,0.006511512,0.001959008,0.003341611,0.001773082,0.001490531,0.01008417],"category_scores_gemma":[0.01313647,0.0003486455,0.0005228778,0.009711112,0.001340793,0.003115131,0.001558029,0.001849862,0.003973815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008606601,"about_ca_system_score_gemma":0.01952457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3868037,"about_ca_topic_score_gemma":0.4840588,"domain_scores_codex":[0.9985197,0.0001906883,0.00006404569,0.0002129827,0.0008664278,0.000146099],"domain_scores_gemma":[0.9921509,0.001367112,0.0004767831,0.0001116234,0.005434975,0.0004585985],"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":[0.00009124074,0.00002923296,0.005582158,0.0042462,0.00007776968,0.000152672,0.0005078849,0.000534819,0.0003506007,0.008821364,0.5570568,0.4225493],"study_design_scores_gemma":[0.00002006644,0.00003575288,0.009648401,0.007281992,0.0001324142,0.0004537398,0.0009327534,0.0003373582,0.0006267945,0.006160898,0.9742818,0.00008797956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001059166,0.9191595,0.00304402,0.05694216,0.004310082,0.00005513701,0.001369657,0.0001028264,0.01395743],"genre_scores_gemma":[0.01720736,0.9514945,0.005062354,0.006837128,0.002887439,0.00006124706,0.002265111,0.00012429,0.01406044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6131963,"threshold_uncertainty_score":0.7691045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009333208616309952,"score_gpt":0.2248046156550043,"score_spread":0.2154714070386944,"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."}}