{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002232383,0.0004241449,0.0008000382,0.001772904,0.001354239,0.0001555295,0.0009398135,0.0005865385,0.0008428302],"category_scores_gemma":[0.0004161358,0.0005308546,0.0001653049,0.001335217,0.0009682447,0.0002076529,0.0008499693,0.002788884,0.001558611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343325,"about_ca_system_score_gemma":0.0003104495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285568,"about_ca_topic_score_gemma":0.002829356,"domain_scores_codex":[0.9936708,0.001902762,0.0002429012,0.001138669,0.002140394,0.0009045164],"domain_scores_gemma":[0.9971021,0.0007258117,0.0003878748,0.0008430671,0.0004533821,0.0004877292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005909788,0.00100393,0.06749578,0.0005671439,0.001614905,0.002247031,0.01339973,0.00002168001,0.002856085,0.0001595934,0.9081378,0.00190534],"study_design_scores_gemma":[0.001548915,0.001693567,0.01747709,0.0005490257,0.000115967,0.0000187863,0.02384904,0.00008818137,0.00002090047,0.00003023393,0.9540493,0.0005589493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1022937,0.002718559,0.00001820006,0.00009608023,0.00162669,0.002042642,0.00008907867,0.003269131,0.8878459],"genre_scores_gemma":[0.1027801,0.0002584469,0.0001222278,8.082558e-7,0.0008737273,0.000002108978,0.000045026,0.001271241,0.8946463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05001869,"threshold_uncertainty_score":0.9999459,"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."}}