{"id":"W4391729354","doi":"10.1007/978-3-031-17299-1_2937","title":"Sustainable Seattle","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Environmental science","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":[0.0001636858,0.000353218,0.0002384689,0.00009159954,0.000176585,0.00004328209,0.0003199759,0.0002654863,0.08068784],"category_scores_gemma":[0.00001408685,0.0003366766,0.0001158011,0.00006726786,0.0002300818,0.0001609135,0.001023361,0.0002308393,0.0836612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223361,"about_ca_system_score_gemma":0.00002322325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004917558,"about_ca_topic_score_gemma":0.00005127134,"domain_scores_codex":[0.9981892,0.000005212928,0.0002299284,0.0004984125,0.0004485149,0.0006287927],"domain_scores_gemma":[0.9993386,0.00003297386,0.00007431893,0.0003835399,0.000004119013,0.0001664691],"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":[0.00001018907,0.00001604647,0.0005318335,0.00004764033,0.00005226547,0.0004723539,0.0001751786,0.000138067,0.00001380611,0.2335801,0.7588141,0.006148456],"study_design_scores_gemma":[0.0001249107,0.00002421601,0.001010857,0.000008756276,0.00001835021,0.00000502878,0.0002281416,0.00001066895,0.00002785828,0.07738057,0.9206953,0.000465354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001525977,0.00001488538,0.000009742214,0.0003127363,0.0001053774,0.0003080451,0.000004463958,0.0002603125,0.9988319],"genre_scores_gemma":[0.0006050754,0.0001247779,0.0001390732,0.0004485092,0.00008988669,0.0000214932,0.00006170467,0.0001274202,0.998382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1618812,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228333728844162,"score_gpt":0.2056217205295518,"score_spread":0.1933383832411102,"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."}}