{"id":"W3012505931","doi":"","title":"De toekomst van het stedelijk watersysteem: opereren in een stad vol transities","year":2019,"lang":"nl","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Political science; Art; Theology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003968648,0.0004858062,0.0005029601,0.0004244855,0.0003173017,0.0002338882,0.001086561,0.0002826507,0.005984358],"category_scores_gemma":[0.00001064737,0.0005694016,0.0002150825,0.0006064057,0.00030456,0.001318557,0.0007348346,0.0004341533,0.003526881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265958,"about_ca_system_score_gemma":0.00008360027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494305,"about_ca_topic_score_gemma":0.002926134,"domain_scores_codex":[0.9964192,0.0005371341,0.0005424618,0.0009925988,0.0006977127,0.0008109257],"domain_scores_gemma":[0.9985126,0.00007967478,0.0002418556,0.000820444,0.00002644384,0.0003189342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000349842,0.0004157762,0.9454592,0.0003312678,0.000223324,0.001461261,0.003290934,0.007779668,0.03245467,0.0009062124,0.006423939,0.0009038899],"study_design_scores_gemma":[0.003596794,0.0004973275,0.7177548,0.0005482034,0.0002979228,0.00005061565,0.01688684,0.002437025,0.007388605,0.00006790004,0.2489703,0.001503688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531485,0.0001050983,0.000258509,0.0007431002,0.0005772721,0.001150591,0.00002385294,0.00007905321,0.1439141],"genre_scores_gemma":[0.7069933,0.00008660073,0.0001262815,0.000546071,0.00005225342,0.000003350563,0.00001762404,0.00003551259,0.292139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425463,"threshold_uncertainty_score":0.9996758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005711859249010336,"score_gpt":0.1628924088897525,"score_spread":0.1571805496407422,"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."}}