{"id":"W4243345801","doi":"10.22215/etd/2010-08674","title":"Infrascapes : multiple interactions and layers in the urban fabric","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Humanities; Art","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":[0.0003094396,0.0001598811,0.0001466848,0.0003614222,0.0002271068,0.0001297912,0.0002436934,0.0002716627,0.0001276211],"category_scores_gemma":[0.0001866481,0.0001168486,0.0000304281,0.0005159614,0.00005642077,0.0003020173,0.00005514137,0.0007969884,0.00004925562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001539083,"about_ca_system_score_gemma":0.00001765221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004144392,"about_ca_topic_score_gemma":0.008545368,"domain_scores_codex":[0.999328,0.00000779158,0.0002071876,0.0001962472,0.0001108663,0.0001498614],"domain_scores_gemma":[0.9995764,0.00006689257,0.0001471923,0.0001248676,0.00008274139,0.000001920074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007051725,0.0002682263,0.1759348,0.0004058029,0.0001303353,0.00001485719,0.008536713,8.434503e-7,0.0004584425,0.696692,0.04457098,0.0729164],"study_design_scores_gemma":[0.0004305038,0.000004613481,0.6120964,0.00007254588,0.00004951095,0.000001080486,0.04500467,0.0003096676,0.0001577588,0.02108079,0.32027,0.0005224678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7600616,0.0000351413,0.00003285555,0.0007844064,0.0008184846,0.0003301639,6.634929e-7,0.00008392559,0.2378527],"genre_scores_gemma":[0.9932483,0.000008980039,0.0002139474,0.00113009,0.000274544,0.0001237462,0.0002677116,0.00001520911,0.004717398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6756113,"threshold_uncertainty_score":0.4768516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372062099880568,"score_gpt":0.2393361918061173,"score_spread":0.2256155708073116,"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."}}