{"id":"W2103558226","doi":"10.1130/g22930a.1","title":"Origin of hummocky and swaley cross-stratification— The controlling influence of unidirectional current strength and aggradation rate","year":2006,"lang":"en","type":"article","venue":"Geology","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":485,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Citation; Aggradation; Download; Stratification (seeds); Icon; Paleontology; Library science; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001388607,0.0000420377,0.00007508488,0.00002509877,0.00005792232,0.000008695839,0.00003919897,0.00002033031,0.00002908242],"category_scores_gemma":[0.00002913284,0.0000293259,0.000009182136,0.00005014114,0.0002194238,0.00005792045,0.000008603151,0.00004518136,7.211108e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.404036e-7,"about_ca_system_score_gemma":0.00002199715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723558,"about_ca_topic_score_gemma":0.008168384,"domain_scores_codex":[0.999624,0.00003063228,0.0001474037,0.00008595991,0.00004494384,0.00006709543],"domain_scores_gemma":[0.9996183,0.0001661234,0.00009730616,0.0000509765,0.00005409226,0.00001319996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002729127,0.000008356497,0.9543036,0.00001284022,0.000004188212,1.75008e-7,0.00002109916,0.009855782,0.0001490213,0.008252147,0.000008957316,0.0273566],"study_design_scores_gemma":[0.0001643535,0.00003678864,0.9769195,0.000003270541,0.000005542945,0.000004728121,0.000007778961,0.01705037,0.00008142245,0.004383871,0.001311906,0.00003041408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987364,0.0004314868,0.0001311107,0.00009086754,0.00006592915,0.00005982144,0.00004177609,0.000004410849,0.0004381505],"genre_scores_gemma":[0.9995436,0.0001443534,0.00008717451,0.000007328355,0.00002121431,5.673181e-7,0.00009538736,4.975186e-7,0.00009984042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732619,"threshold_uncertainty_score":0.8652346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007995349436151326,"score_gpt":0.2273945876369315,"score_spread":0.2193992382007802,"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."}}