{"id":"W2588036982","doi":"10.1093/eurpub/ckv176.092","title":"Urban Health practice in Hamburg (Germany) – Integrated view to support futureproofing the city","year":2015,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental health; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1240695,0.0002573983,0.0008716699,0.0003452482,0.0009419877,0.0000427325,0.0006610861,0.0000648689,0.0002006609],"category_scores_gemma":[0.0223912,0.0001557894,0.00009835254,0.001219363,0.00009156603,0.0004219066,0.0002609058,0.00311853,0.0004517488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515926,"about_ca_system_score_gemma":0.01695919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008769106,"about_ca_topic_score_gemma":0.0005621779,"domain_scores_codex":[0.961095,0.03172115,0.003528177,0.0003752572,0.001221488,0.002058902],"domain_scores_gemma":[0.9908938,0.001158844,0.002074052,0.0004477906,0.001187127,0.004238401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005348084,0.0001925428,0.005073402,0.0001809888,0.00002741792,0.000167256,0.05221619,0.000001239468,5.408476e-7,0.0003314586,0.4814003,0.4603551],"study_design_scores_gemma":[0.001368844,0.001535892,0.03712204,0.000534378,0.000004511335,0.00009749276,0.02125058,0.000004083659,1.166775e-7,0.00001680052,0.9379503,0.0001149397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01853438,0.008840078,0.01058368,0.9201124,0.004457537,0.001842788,0.00001790906,0.00006907881,0.03554216],"genre_scores_gemma":[0.6275764,0.003711037,0.003741402,0.3588512,0.004250739,0.00003221583,0.0000148563,0.00009808652,0.001724127],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.609042,"threshold_uncertainty_score":0.9991813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3137823161038401,"score_gpt":0.4929335094341222,"score_spread":0.1791511933302822,"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."}}