{"id":"W3121699486","doi":"10.1080/00045608.2010.497317","title":"Regional Initiatives: Scaling the Climate Response and Responding to Conceptions of Scale","year":2010,"lang":"en","type":"article","venue":"Annals of the Association of American Geographers","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Corporate governance; Sovereignty; Greenhouse gas; Political science; Scale (ratio); Environmental governance; Geography; Regional science; Economic geography; Economics; Ecology; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.001002107,0.00008035093,0.0001581667,0.00002419452,0.0001384298,0.000005830899,0.0002399831,0.00003509376,0.00005871374],"category_scores_gemma":[0.0002155923,0.00005661616,0.000114352,0.0008049949,0.001123445,0.00009358465,0.0001738453,0.0001156669,0.00000234382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358445,"about_ca_system_score_gemma":0.000007757304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003201831,"about_ca_topic_score_gemma":0.00006390081,"domain_scores_codex":[0.9989035,0.0001987849,0.0002486231,0.000131598,0.0003447198,0.0001727445],"domain_scores_gemma":[0.9987512,0.0003443033,0.000620779,0.0002126879,0.00002006986,0.00005100894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148465,0.00003875993,0.9685916,0.00000184752,0.00003604312,3.476332e-8,0.002045213,0.004607442,0.02146692,0.0001214491,0.0002141557,0.002728019],"study_design_scores_gemma":[0.00009161111,0.00008953614,0.9935154,0.00001170218,0.00001724989,3.987994e-7,0.003782581,0.0001894198,0.001061001,0.0001173021,0.001061575,0.00006223026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995854,0.000008008298,0.00008603765,0.003192197,0.00003861358,0.0001294583,0.00001756597,0.000005272377,0.0006688425],"genre_scores_gemma":[0.9962763,0.000107546,0.002775601,0.0007046505,0.000006798613,0.000005670317,6.990595e-7,0.000007299956,0.0001154494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492374,"threshold_uncertainty_score":0.413938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006334767957687,"score_gpt":0.2669912342037585,"score_spread":0.2569278865241817,"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."}}