{"id":"W3123520361","doi":"","title":"Die Smart City als Reallabor","year":2020,"lang":"de","type":"article","venue":"Tagesspiegel Background Verkehr & Smart Mobility","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Computer science; Humanities; Engineering; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002313288,0.001456711,0.001622863,0.0003389557,0.000963849,0.003910779,0.001801708,0.0008315506,0.008812174],"category_scores_gemma":[0.00220474,0.001571184,0.0005561286,0.003429008,0.001164232,0.006653304,0.002066077,0.001573202,0.01226715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352417,"about_ca_system_score_gemma":0.0003553472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988409,"about_ca_topic_score_gemma":0.0002031018,"domain_scores_codex":[0.9914898,0.0001502442,0.002508486,0.002488079,0.001590294,0.001773086],"domain_scores_gemma":[0.9939291,0.000557857,0.001459998,0.002043283,0.001714129,0.0002956638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001309529,0.00264275,0.4879327,0.003875969,0.001217166,0.0002570841,0.0004390675,0.00008047247,0.0003340531,0.03644336,0.4566717,0.008796161],"study_design_scores_gemma":[0.001790362,0.0001437357,0.1274924,0.0002330258,0.0004596612,0.000001771363,0.0007745348,0.0009961498,0.0002189754,0.002349074,0.8639213,0.001619025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860202,0.003188306,0.000714461,0.02178924,0.007910284,0.002833489,0.000644457,0.001474125,0.1012437],"genre_scores_gemma":[0.9700044,0.0001783374,0.0002007979,0.01629862,0.007220279,0.0001941075,0.0009615946,0.0002281891,0.004713725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072495,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08236949698420352,"score_gpt":0.2755254338532435,"score_spread":0.19315593686904,"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."}}