{"id":"W4243761482","doi":"10.1111/npqu.12228","title":"The Digital City Will Lead To “Total Conformity”","year":2019,"lang":"en","type":"article","venue":"New Perspectives Quarterly","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"Conformity; Citation; Sociology; Identity (music); Art history; Media studies; Library science; Art; Computer science; Aesthetics; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676278,0.0004530512,0.0002930581,0.001031319,0.007078463,0.01305521,0.0007533377,0.004578169,0.01714408],"category_scores_gemma":[0.006930068,0.0002445763,0.0006168108,0.0008636395,0.02317682,0.01035843,0.009292946,0.006265783,0.002427146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033257,"about_ca_system_score_gemma":0.004217071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867998,"about_ca_topic_score_gemma":0.004695929,"domain_scores_codex":[0.9967648,0.001215815,0.0001105003,0.0004279511,0.000767894,0.0007130641],"domain_scores_gemma":[0.9962347,0.0008361911,0.0003517064,0.0007089876,0.0009511196,0.0009172964],"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":[0.00001610589,0.00003540592,0.0005773399,0.00002856296,0.000008817964,0.00004817796,0.003642467,0.0001095463,0.0001810258,0.9629407,0.02412177,0.008290109],"study_design_scores_gemma":[0.00002135486,0.00006121286,0.001545406,0.00006141383,0.00001902455,0.000134975,0.01513987,0.0002202017,0.0007567131,0.4268576,0.5551523,0.00003003104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04425484,0.001133336,0.008881105,0.175377,0.003812652,0.00005901372,0.00009547727,0.0002366479,0.7661499],"genre_scores_gemma":[0.8480271,0.001026453,0.003228428,0.03596336,0.001086961,0.0001081674,0.0001179556,0.0002318457,0.1102098],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01714408,"threshold_uncertainty_score":0.05735266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005638401926441575,"score_gpt":0.1979371038501105,"score_spread":0.1922987019236689,"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."}}