{"id":"W3096143474","doi":"","title":"Correspondence of Beach User Perception, Lifesaving Strategies and Rip Currents at Brackley Beach and Cavendish Beach Prince Edward Island","year":2020,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rip current; Beach nourishment; Perception; Oceanography; Geology; Archaeology; Geography; Shore; Psychology","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":[0.0003807814,0.00009368611,0.0001137594,0.0003080172,0.0004828399,0.0007367367,0.00019257,0.0002174401,0.00404737],"category_scores_gemma":[0.002161398,0.0001338447,0.0001422896,0.0003692019,0.0003631953,0.0003827778,0.0005633442,0.0003286717,0.0003830664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907047,"about_ca_system_score_gemma":0.0008261884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1422629,"about_ca_topic_score_gemma":0.2911219,"domain_scores_codex":[0.9998021,0.00004253743,0.00002104071,0.00002936731,0.00005855957,0.00004641288],"domain_scores_gemma":[0.9982429,0.0005247807,0.0004109723,0.00007712306,0.0004264287,0.0003178344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005754558,0.00004480782,0.9766288,0.00004155278,0.00002023061,0.0002496133,0.01722626,0.00002999918,0.000647286,0.00004180151,0.0003036211,0.004708443],"study_design_scores_gemma":[7.611841e-7,0.00004523241,0.9700764,0.00001382674,0.00000382043,0.00004470991,0.02926356,0.00005419913,0.00005220931,0.000005554587,0.0004349809,0.000004737394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991775,0.00001414455,0.0000113674,0.00003026709,7.616876e-7,0.000003974428,0.00005319512,6.594146e-7,0.0007081418],"genre_scores_gemma":[0.9986646,0.00006239519,0.00004513558,0.0000262564,9.835604e-7,0.000007831818,0.00007771378,8.533992e-7,0.001114203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577371,"threshold_uncertainty_score":0.2828696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520317185884936,"score_gpt":0.2591881789075421,"score_spread":0.2339850070486927,"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."}}