{"id":"W1866038626","doi":"10.1002/2015gl064477","title":"Yardang evolution from maturity to demise","year":2015,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Compute Canada; Western Canada Research Grid; Lancaster University; University of Calgary","keywords":"Aeolian processes; Geology; Denudation; Erosion; Sediment; Bedform; Substrate (aquarium); Geomorphology; Earth science; Oceanography; Sediment transport; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002625571,0.0001541051,0.000147995,0.0003877191,0.0002754172,0.0007573864,0.0003402973,0.000335419,0.002887664],"category_scores_gemma":[0.00112039,0.0001573662,0.0002682352,0.0002542012,0.0003711747,0.0004657058,0.000573416,0.0003225678,0.0003536388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006272574,"about_ca_system_score_gemma":0.0001538538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233515,"about_ca_topic_score_gemma":0.005718557,"domain_scores_codex":[0.9999272,0.00001320558,0.000003038775,0.00002625041,0.000008707917,0.00002166341],"domain_scores_gemma":[0.999644,0.00008881821,0.00009756549,0.00004623917,0.00003840322,0.0000848725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004317925,0.00007956279,0.7209293,0.0001128662,0.000162151,0.0007852776,0.0008339433,0.1631338,0.04143443,0.02966719,0.0009786452,0.04145113],"study_design_scores_gemma":[0.0000258742,0.0003593006,0.7838103,0.00006207992,0.0000673485,0.001090038,0.0007509071,0.186082,0.005179081,0.01470507,0.007810865,0.00005715477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954308,0.00008131018,0.00156363,0.00003171968,0.000001312244,0.000003351233,0.0002436205,0.00003156978,0.002612595],"genre_scores_gemma":[0.9990771,0.00003050879,0.0003415181,0.000003812045,4.750339e-7,0.000002703408,0.0001304181,0.000005388539,0.000408035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003233515,"threshold_uncertainty_score":0.009660184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840937410802958,"score_gpt":0.3033712401759602,"score_spread":0.2549618660679306,"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."}}