{"id":"W4392353016","doi":"10.3389/frsc.2024.1387149","title":"Editorial: Relational approaches to urban sustainability governance","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Sustainable Cities","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Urban sustainability; Sustainability; Corporate governance; Business; Environmental planning; Process management; Environmental resource management; Geography; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003095541,0.0005501173,0.0008184537,0.0003749061,0.0006739711,0.0006023555,0.001034749,0.001678484,0.00003434889],"category_scores_gemma":[0.01392266,0.000621408,0.0002220322,0.001300695,0.0007336761,0.0006797668,0.0003334569,0.001996303,0.00003018013],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009380177,"about_ca_system_score_gemma":0.0079457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299966,"about_ca_topic_score_gemma":0.000761192,"domain_scores_codex":[0.9934487,0.0004265818,0.0006467605,0.001156619,0.002697818,0.001623482],"domain_scores_gemma":[0.9970694,0.00086889,0.0003040022,0.0005728659,0.0009003229,0.0002844904],"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":[0.0001260828,0.00004015236,0.001582499,0.000741303,0.00004850881,0.00007682302,0.02150394,0.0001992684,5.164596e-9,0.09138472,0.8841252,0.0001714987],"study_design_scores_gemma":[0.0002199942,0.00005433092,0.00007999436,0.0002369589,0.00003980298,9.368845e-8,0.05389788,0.00001892895,2.324507e-7,0.03841124,0.9064096,0.0006309285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000365016,0.007510813,0.0004215394,0.002735003,0.9527746,0.001016644,0.0003773946,0.0002626487,0.03486483],"genre_scores_gemma":[0.0003233889,0.0002320016,0.0004991078,0.00002219528,0.6285825,0.0002529349,0.0001063208,0.00006552791,0.369916],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3350511,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905012319851733,"score_gpt":0.2505372079078581,"score_spread":0.2314870847093407,"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."}}