{"id":"W7045893029","doi":"","title":"\"For Better or Worse\": Imagining Innovation in Smart City Municipal Design","year":2022,"lang":"en","type":"article","venue":"San José State University ScholarWorks (San Jose State University)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smart city; Ambiguity; Negotiation; Service (business); Work (physics); Scholarship; The Internet; Bureaucracy; Product (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008181991,0.0007373141,0.000396047,0.001617749,0.01131789,0.01628743,0.001330577,0.003850951,0.00268027],"category_scores_gemma":[0.005447872,0.0004932948,0.0006446231,0.001474633,0.06013918,0.01328708,0.007403018,0.004224365,0.0003821498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01580917,"about_ca_system_score_gemma":0.007223343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341515,"about_ca_topic_score_gemma":0.02354171,"domain_scores_codex":[0.9911972,0.007308506,0.0001000922,0.0003413184,0.0004793968,0.0005735708],"domain_scores_gemma":[0.9960617,0.002672201,0.0002395949,0.0003162581,0.0002776107,0.0004325242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002507583,0.00002451322,0.001045831,0.00007993873,0.00000839404,0.0002295114,0.2801561,0.0008172032,0.0003334702,0.7026912,0.004326789,0.01026196],"study_design_scores_gemma":[0.00003744442,0.00006923468,0.0008948356,0.0003328436,0.00003127704,0.000260113,0.3686531,0.00252316,0.0007879738,0.3537132,0.2726484,0.00004828992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3427275,0.01166987,0.04541657,0.1087322,0.000894472,0.0001257006,0.00006036157,0.0002272855,0.490146],"genre_scores_gemma":[0.9838176,0.001368258,0.00454319,0.001212484,0.00006410039,0.00005459124,0.0000122223,0.0000507487,0.008876846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01628743,"threshold_uncertainty_score":0.1147041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558362561673512,"score_gpt":0.2015109620441448,"score_spread":0.1759273364274097,"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."}}