{"id":"W4229619644","doi":"10.24908/iqurcp.8877","title":"Sea Dyke Rehabilitation and Climate Change in Dutch and Japanese Contexts","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Flood myth; Storm; Storm surge; Global warming; Rehabilitation; Environmental planning; Environmental resource management; Environmental science; Geography; Climatology; Meteorology; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004413547,0.0001799796,0.000302657,0.000693311,0.00171547,0.002346769,0.0002829269,0.0004382197,0.001909252],"category_scores_gemma":[0.001446131,0.0001465314,0.0003053317,0.002049977,0.0009947835,0.001230226,0.002181576,0.0004856923,0.0001052729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576586,"about_ca_system_score_gemma":0.002109193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2429558,"about_ca_topic_score_gemma":0.4966339,"domain_scores_codex":[0.999463,0.0001197881,0.0000308847,0.00006446559,0.00004186598,0.0002801045],"domain_scores_gemma":[0.9993073,0.00009926847,0.0002275726,0.0000242546,0.0001267227,0.0002149485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002620197,0.0002248038,0.9014346,0.000234613,0.0000926956,0.003591516,0.06977294,0.001248642,0.001554952,0.004117664,0.001220091,0.01624543],"study_design_scores_gemma":[0.000004849705,0.00004551497,0.8593072,0.00005338785,0.00003842421,0.0002092696,0.1347257,0.000435698,0.0001498042,0.0002915016,0.004715069,0.00002364436],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958562,0.0004155049,0.00004576141,0.0002575218,0.000007475747,0.000004625451,0.00007924996,9.258492e-7,0.003332706],"genre_scores_gemma":[0.9985564,0.0005116544,0.00005321246,0.00005515193,0.000003801043,0.000008105512,0.00007040658,0.000002104797,0.0007392153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429558,"threshold_uncertainty_score":0.4830834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848981725014291,"score_gpt":0.3322701826541516,"score_spread":0.2737803654040087,"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."}}