{"id":"W3165787905","doi":"","title":"Correspondence Between Beach User Perception and Rip Currents in Prince Edward Island","year":2019,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rip current; Perception; Geography; History; Cartography; Archaeology; Geology; Shore; Oceanography; 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":[0.0001943508,0.0000876316,0.0001162239,0.0005053559,0.0005689687,0.0009707341,0.0002166868,0.000338541,0.008482219],"category_scores_gemma":[0.001851327,0.0001190239,0.0001125272,0.0006419873,0.000224054,0.0003533598,0.0006047249,0.0003655565,0.001042481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007356419,"about_ca_system_score_gemma":0.0005735354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2424693,"about_ca_topic_score_gemma":0.3924372,"domain_scores_codex":[0.9998955,0.00002086159,0.00001013555,0.00001901711,0.00002139643,0.00003303322],"domain_scores_gemma":[0.9984543,0.0003578653,0.0002459186,0.00005711204,0.0006276995,0.0002570958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001729087,0.00004193299,0.9811499,0.00003619672,0.00002697809,0.0002780525,0.009241584,0.00008524962,0.001302178,0.000075386,0.001195302,0.006394414],"study_design_scores_gemma":[8.12281e-7,0.0000132555,0.9904557,0.000008251454,0.000003201269,0.00002514703,0.008858025,0.00007397703,0.00005239422,0.00000827313,0.0004981252,0.000002733079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995821,0.00002263237,0.0000282983,0.00007030544,0.000003544846,0.000004584748,0.0002973451,0.000004383827,0.003747902],"genre_scores_gemma":[0.9962826,0.00005573139,0.00006664178,0.00003275911,0.000003489323,0.000009149453,0.0002821041,0.000004361304,0.003263248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575307,"threshold_uncertainty_score":0.4821159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088580074911965,"score_gpt":0.2439013964653043,"score_spread":0.2330155957161847,"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."}}