{"id":"W4240767720","doi":"10.1002/wat2.1139","title":"Cover Image, Volume 3, Issue 2","year":2016,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Water","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Cover (algebra); Image (mathematics); Volume (thermodynamics); Term (time); Environmental science; Physical geography; Geography; Computer science; Computer vision; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007443017,0.0007754175,0.001600511,0.0002138115,0.0003500848,0.0001878943,0.001016645,0.0004890271,0.6256372],"category_scores_gemma":[0.00002681661,0.0003510326,0.000949917,0.0001565164,0.0002194765,0.0003133186,0.0004139627,0.0006096867,0.8833452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739501,"about_ca_system_score_gemma":0.00002904529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265654,"about_ca_topic_score_gemma":0.00008417677,"domain_scores_codex":[0.9959714,0.0004374819,0.001143968,0.001114656,0.0003675292,0.0009650007],"domain_scores_gemma":[0.9982932,0.00005297456,0.0002951336,0.0009362482,0.0001057171,0.0003167649],"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":[0.000028559,0.00002079644,0.0001300492,0.0002618528,0.00007348798,0.00002945399,0.0001229031,0.0003401481,0.00001699037,1.007857e-7,0.9497677,0.04920797],"study_design_scores_gemma":[0.0001463067,0.000193839,0.00008278434,0.001258577,0.0001561603,0.00002872935,0.0000125872,0.001142771,0.00002846929,0.0003035894,0.9959455,0.0007006713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007961786,0.07558349,0.002619256,0.009332797,0.007508878,0.0009572315,0.001534373,0.0001069713,0.9015608],"genre_scores_gemma":[0.006212667,0.0325361,0.0004843473,0.0008829614,0.0034405,0.00002407459,0.00488604,0.00002714712,0.9515061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2577081,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279950019131266,"score_gpt":0.2807707762317379,"score_spread":0.2579712760404252,"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."}}