{"id":"W4410870805","doi":"10.9753/icce.v38.currents.22","title":"BUOYANT DRIFTWOOD DYNAMICS IN THE SURF ZONE","year":2025,"lang":"en","type":"article","venue":"Coastal Engineering Proceedings","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Surf zone; Dynamics (music); Oceanography; Geography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006104843,0.0001951124,0.0001363803,0.0003617587,0.0004016956,0.0005519789,0.0002072158,0.0002546471,0.001715954],"category_scores_gemma":[0.0001508463,0.0001126958,0.0001428294,0.0002138794,0.0002944845,0.0003264224,0.0003853885,0.000206009,0.0002646698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006104358,"about_ca_system_score_gemma":0.0003583338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07297648,"about_ca_topic_score_gemma":0.05668063,"domain_scores_codex":[0.9999821,0.000001442449,8.326731e-7,0.000004301363,0.000004159682,0.000007131281],"domain_scores_gemma":[0.999964,0.000005476718,0.000005777555,0.000001928446,0.000009335414,0.00001357999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001276759,0.0005643534,0.5277525,0.0001246563,0.00007608249,0.002294036,0.002013339,0.1856515,0.2112673,0.007975778,0.002982218,0.05802146],"study_design_scores_gemma":[0.00009321323,0.0004103613,0.5757591,0.00002791705,0.00003871587,0.0002678157,0.002257406,0.4087902,0.007457564,0.00166448,0.003155854,0.00007728437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984838,0.00002132856,0.0001509703,0.00001730844,0.00000232786,0.000001804367,0.00005172631,0.00000852762,0.001262123],"genre_scores_gemma":[0.9992107,0.00002612818,0.0001021368,0.000003932952,9.056458e-7,0.000001807181,0.00004827895,0.000002721479,0.0006032634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07297648,"threshold_uncertainty_score":0.1451034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003504475285411909,"score_gpt":0.1770436061144325,"score_spread":0.1735391308290206,"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."}}