{"id":"W7022072602","doi":"","title":"On the edge","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Recreation; Natural (archaeology); Urban design; Variety (cybernetics); Public park","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":[],"consensus_categories":[],"category_scores_codex":[0.00007306904,0.00003083055,0.0001096191,0.00002048113,0.0001575314,0.00003751641,0.0002328416,0.00005483031,0.0001028014],"category_scores_gemma":[0.00001183561,0.00009195379,0.00007074188,0.0001040765,0.00007339238,0.00007024128,0.00001817119,0.0001420798,0.0000470441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002671057,"about_ca_system_score_gemma":0.00001083026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395124,"about_ca_topic_score_gemma":0.01567378,"domain_scores_codex":[0.9995252,0.00002182837,0.00004699898,0.0001239241,0.0001274421,0.0001546256],"domain_scores_gemma":[0.9996492,0.00005213,0.00001675558,0.000201226,0.00002637791,0.00005433987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000007284803,0.00006414171,0.0003170283,0.00002506672,0.00003102275,0.00008918922,0.0004307866,0.001693471,0.0004230335,0.00004734979,0.05964893,0.9372227],"study_design_scores_gemma":[0.0003092077,0.00008188921,0.9870459,0.00005156687,0.00001408503,0.00002053133,0.0001791643,0.002970292,0.000004873652,0.008342363,0.0008283413,0.000151731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664663,0.0001141752,0.007169358,0.0001088338,0.00008248819,0.0001149013,0.00002482002,0.0001690848,0.02575001],"genre_scores_gemma":[0.9992055,0.00004188995,0.0001456976,0.0001312277,0.00002775913,1.033283e-7,0.000002614065,0.000007960321,0.000437302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9867289,"threshold_uncertainty_score":0.874634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946452475914454,"score_gpt":0.1589917548572779,"score_spread":0.1495272300981334,"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."}}