{"id":"W1981131428","doi":"10.4171/owr/2006/50","title":"Mathematical Theory of Water Waves","year":2007,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Mechanics; Physics","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":[0.00135655,0.00009877882,0.0001749697,0.0000594808,0.00006619609,0.00001646512,0.00005153676,0.00006774542,0.002105732],"category_scores_gemma":[0.00005011926,0.00005614418,0.0000825306,0.00006279183,0.0001101301,0.00007167111,0.00001042296,0.00008703391,0.00008917948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001826997,"about_ca_system_score_gemma":0.00001186942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006276499,"about_ca_topic_score_gemma":0.00003056762,"domain_scores_codex":[0.9988064,0.0000285351,0.0004354412,0.0001778251,0.0002451732,0.0003066836],"domain_scores_gemma":[0.9994211,0.0001012718,0.00009951491,0.0002405362,0.00003259493,0.0001050293],"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":[0.0002015101,0.000214748,0.2232719,0.0004015632,0.0002139023,0.008225475,0.004544145,0.001145142,0.008479846,0.004044748,0.0008968282,0.7483602],"study_design_scores_gemma":[0.0003534309,0.00029644,0.5461584,0.0001795143,0.0001168907,0.007315891,0.001552058,0.003988148,0.1556618,0.2656305,0.01789095,0.0008559669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429485,0.0001155374,0.0008858313,0.00003627213,0.0002657958,0.00007162278,0.000001593647,0.00002524788,0.1556496],"genre_scores_gemma":[0.9948068,0.000004339833,0.002694588,0.00004749453,0.00008831524,1.626605e-9,0.00002225365,0.000004064803,0.002332099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7475043,"threshold_uncertainty_score":0.9988065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291833175082883,"score_gpt":0.2092536899780942,"score_spread":0.1963353582272653,"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."}}