{"id":"W2750035598","doi":"10.52842/conf.ecaade.2012.1.665","title":"System Design Proposal for an Urban Information Platform: A systems proposal","year":2012,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"Eidgenössische Technische Hochschule Zürich; Singapore-ETH Centre; National Research Foundation Singapore","keywords":"Scope (computer science); Interdependence; Context (archaeology); Scale (ratio); Computer science; Sustainability; Data science; Urban planning; Information system; Architectural engineering; Civil engineering; Engineering; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000588697,0.0002027414,0.0001847428,0.000142961,0.0001256813,0.0002539651,0.0001619653,0.0001615044,0.000003242712],"category_scores_gemma":[0.00003419006,0.0001873078,0.0000431708,0.0001715616,0.00001744389,0.003456213,0.00001547192,0.0001324771,0.00008749536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343451,"about_ca_system_score_gemma":0.00006052479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003452115,"about_ca_topic_score_gemma":4.325382e-7,"domain_scores_codex":[0.9988223,0.000004839894,0.0003797707,0.0001044459,0.0002392693,0.0004493714],"domain_scores_gemma":[0.9994213,0.00001571137,0.00009269676,0.00008359758,0.0001917443,0.0001949781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002299104,0.0001454048,0.005037339,0.009623138,0.0001917661,4.397988e-7,0.0270549,0.01416165,0.0102674,0.8673763,0.06268334,0.00322837],"study_design_scores_gemma":[0.0005796885,0.0001654215,0.0002172539,0.0001111352,0.00004117811,0.00004974252,0.003879026,0.984661,0.002423931,0.0001474649,0.007342868,0.000381275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1896368,0.0004808957,0.7673938,0.000181473,0.003566943,0.007711605,0.00007793243,0.005849131,0.02510142],"genre_scores_gemma":[0.9823368,0.000002581637,0.01646641,0.00001839229,0.0004897644,0.0004878744,0.00004907908,0.00004846902,0.0001006196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9704993,"threshold_uncertainty_score":0.763819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050895262087413,"score_gpt":0.2270212091665927,"score_spread":0.2065122565457186,"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."}}