{"id":"W3113035271","doi":"10.17762/de.vi.966","title":"Effects of Hot Spring Tourism on Human Health","year":2020,"lang":"en","type":"article","venue":"Design Engineering","topic":"Therapeutic Uses of Natural Elements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hot spring; Tourism; Spring (device); Bathing; Product (mathematics); Human health; Ecotourism; Business; Medicine; Political science; Environmental health; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002431531,0.0001360462,0.0002598903,0.00006936509,0.0001313277,0.000002614644,0.0001663112,0.00007650823,0.00003063359],"category_scores_gemma":[0.0001258625,0.0001312204,0.00004339669,0.0001395285,0.000005764781,0.00004707512,0.00004831268,0.0004816213,0.00005833549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111764,"about_ca_system_score_gemma":0.00005371248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006466315,"about_ca_topic_score_gemma":0.000001334407,"domain_scores_codex":[0.9988174,0.0001245394,0.0003254276,0.0001695072,0.0001801415,0.0003829415],"domain_scores_gemma":[0.9990841,0.0004706787,0.000123422,0.0001369637,0.00002333071,0.0001615218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003456946,0.0001988009,0.002642068,0.008619408,0.0003958128,0.00007522222,0.01356376,0.02410623,0.919655,0.01073397,0.009004096,0.01065993],"study_design_scores_gemma":[0.02052063,0.008403583,0.4761657,0.01061627,0.0002225144,0.000002542998,0.0007355384,0.0643869,0.3531053,0.0003888653,0.06246628,0.002985901],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854188,0.001156056,0.1373508,0.002711016,0.000970009,0.002663813,0.000005508843,0.0007103605,0.0002444316],"genre_scores_gemma":[0.9929814,0.00001789866,0.004795795,0.001860392,0.000226212,0.00003418872,0.000001244036,0.00004185451,0.00004101989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5665497,"threshold_uncertainty_score":0.5351011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156192941768331,"score_gpt":0.40425887005549,"score_spread":0.2886395758786569,"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."}}