{"id":"W3013718261","doi":"","title":"Tracking fine-scale seasonal evolution of surface water extent in Central Alaska and the Canadian Shield","year":2017,"lang":"en","type":"article","venue":"AGUFM","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tracking (education); Scale (ratio); Shield; Surface water; Geology; Geography; Physical geography; Environmental science; Climatology; Cartography; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000214491,0.0001697173,0.0001785142,0.000810453,0.0009997673,0.0004699928,0.0003554485,0.0003757972,0.0004752879],"category_scores_gemma":[0.0005297877,0.0001382836,0.0001257812,0.0009298814,0.000294621,0.0003016873,0.0005059793,0.0001952892,0.00007936075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335516,"about_ca_system_score_gemma":0.001555244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8055912,"about_ca_topic_score_gemma":0.9299147,"domain_scores_codex":[0.99992,0.000005688269,0.000003294058,0.00003099847,0.00001701861,0.00002294105],"domain_scores_gemma":[0.9997118,0.00004005398,0.0000430628,0.00001519758,0.0001264675,0.00006339142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001586888,0.00004325866,0.9794658,0.00001798484,0.00005812147,0.00009387592,0.0008129493,0.002840591,0.00648944,0.0001175647,0.0005053519,0.009396425],"study_design_scores_gemma":[0.000002936397,0.000006293031,0.9951356,0.000005686006,0.00001162722,0.00001131553,0.0006210377,0.003302749,0.0003717053,0.00002750156,0.000498204,0.0000053738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988874,0.00005274207,0.00008842858,0.00002420698,0.000002622154,0.000002434794,0.000379561,0.00001110621,0.0005515729],"genre_scores_gemma":[0.9991605,0.00003191626,0.0001986723,0.000007131071,0.000001124713,0.00000291683,0.0003306031,0.00000209977,0.0002650145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1944088,"threshold_uncertainty_score":0.3911073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009504458357878423,"score_gpt":0.2062410838301036,"score_spread":0.1967366254722252,"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."}}