{"id":"W3164388345","doi":"10.21203/rs.3.rs-496730/v1","title":"Fantasy visions, Informal Urbanization, and Local conflict: Contradictions of Smart City imaginaries in India","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vision; Fantasy; Urbanization; Sociology; Economic geography; Political science; Geography; Economic growth; Art; Economics; Anthropology; Literature","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":[0.0004155309,0.0001777853,0.0003506127,0.0006029882,0.0001074878,0.0001445465,0.0002393871,0.0003636611,0.0000832873],"category_scores_gemma":[0.0003304332,0.0001864903,0.00005095856,0.0005345297,0.0005660558,0.0001683423,0.0007173113,0.001330481,0.000002163542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193957,"about_ca_system_score_gemma":0.0001989204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160384,"about_ca_topic_score_gemma":0.0002880282,"domain_scores_codex":[0.9985566,0.00005042931,0.0003673996,0.0002274073,0.0004035942,0.0003946182],"domain_scores_gemma":[0.9988979,0.0002263303,0.00003455495,0.0004040592,0.0003622521,0.00007488317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007770801,0.0001760945,0.9121137,0.005610651,0.0003494287,0.0001859359,0.008288366,0.01421496,0.0002681534,0.03314564,0.007234662,0.01833469],"study_design_scores_gemma":[0.0006725886,0.0001310507,0.9448954,0.001226618,0.00001561782,0.00002059206,0.01128564,0.02261872,0.003294711,0.001074144,0.01435587,0.0004089993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793462,0.009016573,0.004723028,0.0002565948,0.0003296877,0.0007523254,0.0003208437,0.0003935321,0.004861203],"genre_scores_gemma":[0.9951316,0.004295711,0.0002183081,0.00000627118,0.00003223793,0.00008843479,0.0001629669,0.00002406319,0.00004046205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03278175,"threshold_uncertainty_score":0.7604854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527116428692567,"score_gpt":0.3018303522766582,"score_spread":0.2765591879897326,"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."}}