{"id":"W4232184254","doi":"10.1002/wcc.516","title":"Cover Image, Volume 9, Issue 2","year":2018,"lang":"en","type":"paratext","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); The arctic; Image (mathematics); Arctic; Geography; Oceanography; Computer science; Geology; Artificial intelligence; 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":[0.0009147752,0.001049119,0.001539915,0.0001397581,0.0006707758,0.0001317639,0.001399387,0.0005705811,0.7701352],"category_scores_gemma":[0.00001872186,0.0008339815,0.0007076283,0.0005693902,0.0007264736,0.0005856788,0.00325391,0.0007256737,0.7734206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604157,"about_ca_system_score_gemma":0.00001756656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008343724,"about_ca_topic_score_gemma":0.00004048255,"domain_scores_codex":[0.9950763,0.0002127666,0.001340834,0.001516837,0.000549591,0.00130366],"domain_scores_gemma":[0.997246,0.00003263041,0.0006832588,0.001530731,0.00003342696,0.0004739574],"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":[0.00003414166,0.0002125395,0.00009546882,0.0009084041,0.00001305893,0.00003979851,0.001035856,0.000001954457,0.00009554029,0.000001088429,0.9767141,0.02084805],"study_design_scores_gemma":[0.0001977453,0.0003184822,0.0003187864,0.003479562,0.0001194149,0.00004293109,0.00005199806,0.0002842582,0.00001633277,0.00002174067,0.9941543,0.00099442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003831037,0.01952768,0.0001293016,0.001170331,0.004474851,0.002373138,0.001213953,0.00009864146,0.970629],"genre_scores_gemma":[0.0003023731,0.1898059,0.001349765,0.001644851,0.004486918,0.001376341,0.003036927,0.000283865,0.7977131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1729159,"threshold_uncertainty_score":0.9994111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570177983520931,"score_gpt":0.3201524721012621,"score_spread":0.2844506922660528,"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."}}