{"id":"W7047340094","doi":"","title":"Greener Small Cities: Deploy Environmental Action Faster and Smarter","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Leverage (statistics); Action (physics); Action plan; Focus (optics); Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005440671,0.001000633,0.0003601551,0.002029399,0.01805065,0.01522268,0.00260568,0.002732923,0.02903139],"category_scores_gemma":[0.0124006,0.0004483472,0.0006446528,0.003490161,0.01038473,0.0100324,0.009343757,0.003838067,0.005329452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06864178,"about_ca_system_score_gemma":0.2126407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9431555,"about_ca_topic_score_gemma":0.9797471,"domain_scores_codex":[0.9929288,0.001362357,0.0001065529,0.0004551266,0.002227631,0.002919483],"domain_scores_gemma":[0.9888586,0.0008680896,0.0004101977,0.0006253736,0.004458911,0.004778844],"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":[0.00009146128,0.0001720807,0.01294932,0.0005637139,0.00006115996,0.000337072,0.02106072,0.002619295,0.002009584,0.2452203,0.5465947,0.1683207],"study_design_scores_gemma":[0.00002010263,0.00003052232,0.008599553,0.0002428563,0.00002891733,0.00004183983,0.0361109,0.0008602978,0.001095343,0.01957087,0.9333063,0.0000923422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03677573,0.002172109,0.01898394,0.3479457,0.002026127,0.000601225,0.002436536,0.002390417,0.5866682],"genre_scores_gemma":[0.5901048,0.007927621,0.0609448,0.05105513,0.0003917373,0.0005976546,0.002911765,0.001447315,0.2846192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9431555,"threshold_uncertainty_score":0.4980333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042429406790921,"score_gpt":0.2530247486067266,"score_spread":0.2126004545388174,"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."}}