{"id":"W3111230224","doi":"10.5614/jpwk.2020.31.3.4","title":"Interlinkages between Urbanization and Climate Change: Identifying and Understanding the Challenges and the Prospects","year":2020,"lang":"en","type":"article","venue":"Journal of Regional and City Planning","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Political science; Urbanization; Economic growth; Poverty; Economics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0007525619,0.00007111118,0.0001495741,0.0000313539,0.0006149525,0.0001427808,0.00006937912,0.00004318932,0.000001095893],"category_scores_gemma":[0.00006663426,0.00003832041,0.00001790081,0.00005306034,0.0003621815,0.0002738012,0.00006532017,0.000174706,8.790922e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436447,"about_ca_system_score_gemma":0.00001306311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008132844,"about_ca_topic_score_gemma":0.0000233924,"domain_scores_codex":[0.9993355,0.0001035917,0.0001420271,0.00009381798,0.0002084053,0.0001166032],"domain_scores_gemma":[0.9993935,0.0002965236,0.000168219,0.00001853013,0.00003550068,0.00008776435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001767972,0.000008844544,0.1362097,0.0001715047,0.0001624029,0.0000267538,0.6058285,6.795298e-7,0.00001835683,0.2317458,0.0004703357,0.0251804],"study_design_scores_gemma":[0.00179379,0.0001666098,0.6751594,0.0009501289,0.0001340705,0.0001082635,0.2755416,0.0001326036,0.000008547265,0.0394799,0.006275781,0.0002493157],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6884813,0.08988567,0.0002828838,0.2200756,0.0001119134,0.0002130823,0.000001451249,0.00001690975,0.0009311231],"genre_scores_gemma":[0.9346315,0.06452278,0.00004455185,0.0003517084,0.0004317206,8.844889e-7,2.91209e-7,0.000003441776,0.00001311694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389497,"threshold_uncertainty_score":0.4729779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825708145947478,"score_gpt":0.3266229761862255,"score_spread":0.04405216159147768,"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."}}