{"id":"W4248929839","doi":"10.5623/cig2013-024","title":"Québec City Models a Bright Future with 3D GIS","year":2013,"lang":"en","type":"article","venue":"GEOMATICA","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004045623,0.0009357268,0.000560061,0.001312521,0.001664864,0.004839348,0.001512606,0.0008789189,0.03239319],"category_scores_gemma":[0.001723745,0.000466163,0.0008058927,0.002630887,0.0008618548,0.002162785,0.001164409,0.0009991371,0.003140865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02222031,"about_ca_system_score_gemma":0.01552445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825263,"about_ca_topic_score_gemma":0.9889254,"domain_scores_codex":[0.9996025,0.00009492337,0.00001216555,0.00006403289,0.0001510367,0.00007543199],"domain_scores_gemma":[0.9993831,0.00007074686,0.00002412761,0.00006861738,0.0003811437,0.00007218929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001792478,0.00009526272,0.02296061,0.0002663632,0.0002203506,0.0003765612,0.0007231696,0.1909379,0.001410872,0.1537428,0.404188,0.2248988],"study_design_scores_gemma":[0.0000552265,0.00002734343,0.01337057,0.0002468642,0.0001041784,0.00009169524,0.001218136,0.2550792,0.0006337431,0.02513715,0.7038738,0.0001622949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1317027,0.009092987,0.1943711,0.054899,0.003299519,0.0004970057,0.06784771,0.01276725,0.5255228],"genre_scores_gemma":[0.6406487,0.006683566,0.1252452,0.002926078,0.0002682895,0.0003127077,0.01958036,0.001564121,0.2027711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03239319,"threshold_uncertainty_score":0.1612204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006241991314669777,"score_gpt":0.1674590296182218,"score_spread":0.1612170383035521,"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."}}