{"id":"W4391467064","doi":"10.1080/01944363.2024.2302270","title":"Atlas of the Senseable City <i>Atlas of the Senseable City</i> Antoine Picon and Carlo Ratti (2023). Yale University Press, 240 pages. $35 (hardcover)","year":2024,"lang":"en","type":"article","venue":"Journal of the American Planning Association","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Atlas (anatomy); Cartography; Art history; Art; Geography; Biology","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":[0.0008299697,0.0001136294,0.0003025356,0.00004810213,0.0002492591,0.0000711868,0.0002534856,0.00005476785,0.0000107936],"category_scores_gemma":[0.0003036784,0.00006014797,0.0001723083,0.0005013821,0.0001407117,0.0001632708,0.00004381352,0.0003958865,8.830032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004676513,"about_ca_system_score_gemma":0.0001694277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004684153,"about_ca_topic_score_gemma":0.0002993978,"domain_scores_codex":[0.9984625,0.0004204514,0.0002761793,0.0001282831,0.0005143888,0.0001982284],"domain_scores_gemma":[0.9980291,0.0005389497,0.001043895,0.0001919294,0.000142801,0.00005335435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001100063,0.00001745496,0.9311042,0.00003566443,0.0001851017,0.00001452994,0.0007486385,0.01540989,0.001149556,0.000003028553,0.04935465,0.001867219],"study_design_scores_gemma":[0.0003162971,0.0001348791,0.9437411,0.0003522655,0.000234088,0.00006645099,0.0005665003,0.01187271,0.002005404,0.00003852402,0.0405491,0.0001227195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946954,0.0007486179,0.000009779948,0.001625001,0.000647974,0.00008010284,0.0001125442,0.000009266497,0.002071345],"genre_scores_gemma":[0.9955037,0.0004907359,0.00006487992,0.0001103624,0.0001390634,9.698919e-9,0.000002892725,0.000003966912,0.003684407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0126368,"threshold_uncertainty_score":0.7081071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204863660747362,"score_gpt":0.2029353061046439,"score_spread":0.1908866694971703,"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."}}