{"id":"W6923557834","doi":"10.14288/1.0166842","title":"The St. George Rainway : building community resilience with green infrastructure","year":2014,"lang":"en","type":"article","venue":"Open Collections","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Stakeholder; Community resilience; Community building; Context (archaeology); Agency (philosophy); Green infrastructure; Psychological resilience; Resilience (materials science); Community organization","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006711131,0.00009509308,0.00008767604,0.00001180583,0.008300803,0.0006557052,0.000746367,0.00003684551,0.0006928234],"category_scores_gemma":[0.00008316326,0.0000582677,0.0000176888,0.0006407074,0.0001807403,0.0001641381,0.0002961978,0.0003213607,0.00002273709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000723973,"about_ca_system_score_gemma":0.00002140386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195277,"about_ca_topic_score_gemma":0.01345078,"domain_scores_codex":[0.9990606,0.0003112331,0.000098819,0.0001521251,0.0001628573,0.000214333],"domain_scores_gemma":[0.9990999,0.0003535784,0.00005610075,0.000407792,0.000009714837,0.00007293304],"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":[0.00003669904,0.00002102249,0.007406829,9.168912e-7,0.000009517182,6.71202e-7,0.0003120625,0.001616405,0.000157031,0.00006964824,0.9885851,0.001784164],"study_design_scores_gemma":[0.0003751959,0.00021418,0.03482983,0.00001435667,0.00001493996,0.00003454406,0.0004208066,0.003367824,0.0001394092,0.00144275,0.9589769,0.0001692973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03304143,0.000008274945,0.005421572,0.0006672227,0.0001300507,0.0006150469,0.00002304218,0.00007494992,0.9600184],"genre_scores_gemma":[0.6470266,0.000003547676,0.002346427,0.0003151567,0.00004273796,0.00008910259,0.000007246743,0.00001724494,0.350152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6139851,"threshold_uncertainty_score":0.9929903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007998493814702216,"score_gpt":0.2169547614111717,"score_spread":0.2089562675964695,"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."}}