{"id":"W1659118352","doi":"10.1002/jgrc.20334","title":"Wave breaking in developing and mature seas","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Breaking wave; Crest; Breaking strength; Dissipation; Wave height; Physics; Wind wave; Geology; Oceanography; Wave propagation; Materials science; Optics","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":[0.0007176512,0.00008752881,0.0001996018,0.0002246698,0.0001236593,0.0001663268,0.0001301298,0.00006442201,0.0001300583],"category_scores_gemma":[0.0001788266,0.00005843953,0.00005239699,0.0003171127,0.0001387108,0.0003822569,0.00002878312,0.0007646027,0.00005689227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001448802,"about_ca_system_score_gemma":0.0001244672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009040109,"about_ca_topic_score_gemma":0.0001697025,"domain_scores_codex":[0.9984188,0.0001629607,0.0002531632,0.000130937,0.000600602,0.0004335545],"domain_scores_gemma":[0.9989631,0.0004313599,0.00007385267,0.00007725721,0.0002394501,0.0002150443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002309887,0.0001145782,0.1072118,0.0001988934,0.00009122574,0.001370731,0.002761,0.0003423459,0.001306198,0.001750472,0.00683533,0.8777864],"study_design_scores_gemma":[0.0002817659,0.0001884037,0.9646466,0.0002538174,0.000002884144,0.0001826378,0.0005426678,0.02215909,0.00007301381,0.009665563,0.001896514,0.0001069979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944054,0.0002469031,0.00002571146,0.003067023,0.00009061253,0.0001214128,0.000001764753,0.00000349502,0.002037718],"genre_scores_gemma":[0.9966859,0.0002021816,0.002364209,0.0001318494,0.0003467161,6.687479e-9,0.000001405035,0.000003944516,0.0002638343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8776794,"threshold_uncertainty_score":0.3321861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393668986887045,"score_gpt":0.2900089216403675,"score_spread":0.250642022951663,"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."}}