{"id":"W2005865096","doi":"10.1115/omae2010-20703","title":"Study on Revitalization Incorporating Improvement of Social Recognition and Attractiveness of Public Marinas","year":2010,"lang":"en","type":"article","venue":"","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Attractiveness; Bathing; Fishing; Quarter (Canadian coin); Population; Geography; Dredging; Business; Fishery; Political science; Demography; Oceanography; Sociology; Psychology; Archaeology","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":[0.0008445962,0.0001835786,0.0002277207,0.0003860772,0.0006157289,0.0006087503,0.0003838068,0.0003796016,0.003053928],"category_scores_gemma":[0.002313153,0.00009387194,0.0003849335,0.0003692913,0.0003365067,0.0006458859,0.0005551867,0.0005799143,0.0002909093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008380282,"about_ca_system_score_gemma":0.0009884222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005761175,"about_ca_topic_score_gemma":0.01193635,"domain_scores_codex":[0.9994339,0.0002067431,0.00002585666,0.00005734374,0.00009816726,0.0001779528],"domain_scores_gemma":[0.9988343,0.000178019,0.0003289127,0.00006760048,0.0001960715,0.0003950605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00117036,0.01315646,0.7990376,0.0003322082,0.0001674596,0.0006839032,0.02525219,0.0002949476,0.004289944,0.00160892,0.001949208,0.1520568],"study_design_scores_gemma":[0.0000172386,0.00144853,0.9821499,0.00001554885,0.00004248215,0.00005828953,0.01362601,0.0002453809,0.0003619826,0.00009484316,0.001930281,0.000009464415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986182,0.00004358613,0.00002974647,0.00007317474,0.000005192859,0.00002056393,0.00001376765,0.000001217069,0.00119442],"genre_scores_gemma":[0.9985868,0.00007206364,0.00006635876,0.00003089823,0.000006427342,0.00002133407,0.00002304641,8.900911e-7,0.001192134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005761175,"threshold_uncertainty_score":0.0114553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199714038198802,"score_gpt":0.3558319769548182,"score_spread":0.235860573134938,"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."}}