{"id":"W4246573376","doi":"10.1002/wat2.1263","title":"Cover Image, Volume 4, Issue 6","year":2017,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Water","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Cover (algebra); Hydrology (agriculture); Image (mathematics); Drainage basin; Volume (thermodynamics); Environmental science; Geology; Remote sensing; Computer science; Geography; Engineering; Computer vision; Cartography; Geotechnical engineering; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004009016,0.001235253,0.0009429695,0.002666379,0.0009235571,0.006178407,0.001428312,0.002336971,0.8344434],"category_scores_gemma":[0.003091508,0.0004638599,0.0007626096,0.00255237,0.0005301787,0.00309339,0.001879825,0.002072268,0.7446067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067134,"about_ca_system_score_gemma":0.001080335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872502,"about_ca_topic_score_gemma":0.007563301,"domain_scores_codex":[0.9996099,0.00002212339,0.00001557375,0.00005273987,0.0002576414,0.00004200332],"domain_scores_gemma":[0.9982876,0.0003060034,0.0001052828,0.0001074999,0.0007751583,0.0004183476],"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":[0.000009776312,0.000008010912,0.00001576078,0.00008589149,9.867916e-7,0.00001232652,0.000002405814,0.00001187255,0.000102114,0.0001650492,0.9853955,0.01419041],"study_design_scores_gemma":[0.000008112687,0.00001233955,0.0002045446,0.0001098468,0.000001716445,0.00005771487,0.00001097109,0.00003791154,0.0000624468,0.0002889186,0.999202,0.000003538635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003760538,0.006351369,0.00122539,0.008723577,0.04408079,0.0003261535,0.01253165,0.00362704,0.9227579],"genre_scores_gemma":[0.0009409817,0.003264341,0.0004237365,0.002979228,0.009090763,0.00007639734,0.004834071,0.000876864,0.9775137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8344434,"threshold_uncertainty_score":0.2361463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317784580111299,"score_gpt":0.3611584716854586,"score_spread":0.3279806258843456,"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."}}