{"id":"W3043489722","doi":"10.1130/g47460.1","title":"Eolian megaripple stripes","year":2020,"lang":"en","type":"article","venue":"Geology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bedform; Aeolian processes; Geology; Geomorphology; Autocorrelation; Sediment; Sediment transport","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001313179,0.00008682028,0.000172358,0.00004029051,0.0001285312,0.000007863668,0.0002593143,0.000155909,0.01966862],"category_scores_gemma":[0.0001246662,0.00007379625,0.00003700695,0.0001569947,0.0002736596,0.00005584032,0.0000203842,0.0002569743,0.006531174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":1.94671e-7,"about_ca_system_score_gemma":0.00004379198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574543,"about_ca_topic_score_gemma":0.002606569,"domain_scores_codex":[0.9989858,0.0001461641,0.0001267329,0.0002452835,0.00008057391,0.0004154902],"domain_scores_gemma":[0.9994832,0.0001639516,0.00002862459,0.000114831,0.00002383802,0.0001855751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004559124,0.000003312069,0.9950597,0.000006755889,0.00001421009,0.00007256626,0.0001428488,0.0001846684,0.000004432422,0.0006211676,0.002499587,0.001345161],"study_design_scores_gemma":[0.0003145027,0.0002478098,0.9550492,7.63577e-7,0.000006660768,0.0001317719,0.00009880484,0.003170552,0.00004158781,0.002814315,0.03800805,0.000116032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896067,0.0008202147,0.0001617705,0.02765956,0.0002913092,0.000116045,0.0000146989,0.00009286357,0.07477649],"genre_scores_gemma":[0.9953798,0.00003410053,0.0004583761,0.003514072,0.000115245,9.179355e-7,0.00008167123,0.000001340892,0.0004144846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09931274,"threshold_uncertainty_score":0.9942424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948569355936982,"score_gpt":0.2302177417986813,"score_spread":0.2007320482393115,"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."}}