{"id":"W6974093876","doi":"10.58066/5ecn-zz67","title":"Waves study, Brady's Beach","year":2023,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind wave; Shore; Reflection (computer programming); Breakwater; Infragravity wave","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":[0.0001808149,0.0003257683,0.000186665,0.0007073541,0.005735783,0.003413334,0.0004152952,0.0005608299,0.09987038],"category_scores_gemma":[0.0004613063,0.0003375962,0.0001461262,0.002100179,0.0004450162,0.0007083488,0.001057615,0.001272489,0.01876597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157294,"about_ca_system_score_gemma":0.005367658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7108346,"about_ca_topic_score_gemma":0.9371382,"domain_scores_codex":[0.9998608,0.00001427469,0.000002515548,0.00001868323,0.0000562243,0.00004754986],"domain_scores_gemma":[0.9997773,0.00001625286,0.000005734295,0.00001046252,0.00008648291,0.000103738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003182803,0.0000135873,0.0008360244,0.0000698375,0.000001510139,0.000174974,0.001772628,0.00003408844,0.0002283629,0.002387695,0.9638542,0.03059522],"study_design_scores_gemma":[0.000005505413,0.000004923409,0.006267026,0.00007952386,0.000001481129,0.00003844225,0.00432246,0.00001742217,0.00006665042,0.0002761111,0.988916,0.000004349595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01027057,0.002574845,0.0004578547,0.009644431,0.0009554266,0.00009440519,0.01221875,0.0002778698,0.9635059],"genre_scores_gemma":[0.02069243,0.001563313,0.0004474303,0.0006999308,0.00005575371,0.00003034788,0.001886029,0.0002956321,0.9743292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7108346,"threshold_uncertainty_score":0.5817368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561962137950059,"score_gpt":0.2930090109314668,"score_spread":0.2573893895519662,"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."}}