{"id":"W7087542605","doi":"10.7202/1118941ar","title":"Affective Urbanism","year":2024,"lang":"en","type":"article","venue":"Sens public","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanism; Government (linguistics); Commons; Gentrification; Placemaking; Urban planning; Public housing; Population; General partnership","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001702581,0.00008056183,0.00006279054,0.00003527084,0.00006162744,0.00009615844,0.00009085723,0.00005473862,0.007152413],"category_scores_gemma":[0.00001493971,0.00005934355,0.00004072676,0.0003232542,0.0000728234,0.0001666568,0.00008642564,0.0001537088,0.008060834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008300099,"about_ca_system_score_gemma":0.000008387356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006362987,"about_ca_topic_score_gemma":0.00001539053,"domain_scores_codex":[0.999283,0.00003965991,0.00007305051,0.0002328801,0.0001464814,0.0002248874],"domain_scores_gemma":[0.99971,0.00004191845,0.00001048798,0.0001407419,0.000002366725,0.00009454786],"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":[0.00001602385,0.0003760167,0.01127532,0.0001053693,0.0004552373,0.0007380381,0.008265929,0.001457137,0.1045588,0.1216453,0.4000895,0.3510173],"study_design_scores_gemma":[0.0001369113,0.00007930819,0.00459056,0.00001476144,0.00001988631,0.00005639184,0.00009730131,0.008046815,0.001474668,0.01344812,0.971759,0.0002762389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4872471,0.0008067481,0.0003321134,0.003206043,0.0009034628,0.0001685406,0.000005220969,0.0002942424,0.5070365],"genre_scores_gemma":[0.9861521,0.00002061504,0.0001797013,0.0001597977,0.0000887441,0.000005035872,0.000004819298,0.00001419938,0.013375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5716696,"threshold_uncertainty_score":0.9937552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053987420673059,"score_gpt":0.2181961920120807,"score_spread":0.2076563178053502,"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."}}