{"id":"W2314839015","doi":"10.1061/40549(276)109","title":"Observations of Surf Beat Propagation and Energetics","year":2001,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Surf zone; Beat (acoustics); Geology; Standing wave; Energy flux; Shore; Submarine pipeline; Wave setup; Wave propagation; Acoustics; Oceanography; Physics; Optics; Longitudinal wave; Mechanical wave","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":[],"consensus_categories":[],"category_scores_codex":[0.0000384447,0.00002742578,0.00003724136,0.00001680906,0.00002619097,0.000006943282,0.00002477088,0.00001242245,0.0003056309],"category_scores_gemma":[0.0000111726,0.00002047982,0.000007796022,0.00008256327,0.00002242325,0.00007106704,0.000006210496,0.00001528964,0.000003642457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.384228e-7,"about_ca_system_score_gemma":0.000008038319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537381,"about_ca_topic_score_gemma":0.01401449,"domain_scores_codex":[0.9997771,0.000005598622,0.00006625717,0.00004899885,0.00005147167,0.00005061038],"domain_scores_gemma":[0.9998738,0.00002314148,0.00001608923,0.00003939942,0.00002326294,0.00002432086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004026585,0.000004653684,0.9452747,0.000004465879,0.000001599804,5.908713e-7,0.00002065492,0.00053047,0.0001307986,0.001247719,0.00004538966,0.05273497],"study_design_scores_gemma":[0.00004940703,0.00003520423,0.9394574,0.000001497807,0.000003060673,0.000003811764,0.00003157718,0.05643024,0.0000465794,0.0009992543,0.00290949,0.00003243879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818205,0.00002493872,0.0005836299,0.0002351765,0.00003790935,0.00003462593,0.000009419749,0.00001099645,0.01724282],"genre_scores_gemma":[0.9953047,0.0001086187,0.001460379,0.00004186186,0.00001129105,1.031301e-7,0.00007978751,4.928494e-7,0.002992744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05589977,"threshold_uncertainty_score":0.7820417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830039154072217,"score_gpt":0.1899179235830865,"score_spread":0.1716175320423643,"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."}}