{"id":"W1578671488","doi":"10.1002/esp.3350","title":"Erosive water level regime and climatic variability forcing of beach–dune systems on south‐western Vancouver Island, British Columbia, Canada","year":2012,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Storm surge; Geology; Storm; Forcing (mathematics); Oceanography; Climatology; Surge; Sea level; Pacific decadal oscillation; Coastal erosion; Erosion; Shore; El Niño Southern Oscillation; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996064,0.0001308465,0.0002912263,0.00001238964,0.0001710878,0.0001553868,0.00007333444,0.00005904903,0.0001203987],"category_scores_gemma":[0.00004170436,0.0001057106,0.00001926751,0.00007597496,0.0000616345,0.0003124909,0.00003586414,0.0001132275,0.000002263549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004151451,"about_ca_system_score_gemma":0.00008739104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8179692,"about_ca_topic_score_gemma":0.9941905,"domain_scores_codex":[0.9988828,0.00002545873,0.000254332,0.0002131065,0.0002239432,0.0004003902],"domain_scores_gemma":[0.9994316,0.0001163414,0.00009483017,0.0001162521,0.00007461521,0.000166341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002570389,0.00001531736,0.9960983,0.0008173403,0.00001725868,0.000003213301,0.00062182,0.0003584466,0.000002699961,9.37476e-7,0.0001633419,0.00187557],"study_design_scores_gemma":[0.0005656146,0.0001723163,0.9922058,0.0001842446,0.00003312432,0.00004579011,0.0008757699,0.003271833,0.00002893959,0.00009929095,0.002212125,0.000305179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976262,0.0004353864,0.0001069256,0.00001720006,0.000295212,0.000244834,0.0005408442,0.00001424227,0.0007191879],"genre_scores_gemma":[0.9962041,0.00005690245,0.00007737929,0.00003836812,0.00004383699,0.000001526666,0.000124288,0.000005626208,0.003447979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762213,"threshold_uncertainty_score":0.4310753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008623150062316867,"score_gpt":0.1696277371177484,"score_spread":0.1610045870554315,"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."}}