{"id":"W817058400","doi":"","title":"Shifting aeolian dunes: an archive of windfield variations","year":2012,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Aeolian processes; Geology; Geography; Geomorphology","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":[],"category_scores_codex":[0.00005185867,0.000115079,0.0001403961,0.00006083605,0.00007619813,0.0001219091,0.0001977156,0.00005560274,0.001182891],"category_scores_gemma":[0.00003005597,0.00009569736,0.00004381809,0.0001668617,0.00004634574,0.003740102,0.00002503351,0.00009970653,0.0002844027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.935934e-7,"about_ca_system_score_gemma":0.0000356192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005776288,"about_ca_topic_score_gemma":0.00001857374,"domain_scores_codex":[0.9992087,0.00002166184,0.0001769446,0.0001398831,0.0001334696,0.0003193425],"domain_scores_gemma":[0.9993804,0.0001804358,0.00007717134,0.0001441845,0.000005376618,0.0002124259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003027257,0.00003697061,0.9844351,0.0000520891,0.00001130132,0.000004961348,0.0004956851,0.0001428436,0.000003197492,0.001573253,0.001627731,0.01158662],"study_design_scores_gemma":[0.000170208,0.0001886465,0.9679345,0.00004617158,0.00001049758,0.00002416807,0.0002693658,0.00353019,0.0001684598,0.01146577,0.01594225,0.0002497526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7335994,0.000392263,0.0003467629,0.0001686699,0.000348475,0.0001319356,0.001679189,0.0001286196,0.2632047],"genre_scores_gemma":[0.9968099,0.000004355933,0.0009187839,0.0002447497,0.0003942777,7.293348e-7,0.001318864,0.000006591792,0.000301769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632105,"threshold_uncertainty_score":0.9997302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873021394334274,"score_gpt":0.1818029110349701,"score_spread":0.1730726970916273,"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."}}