{"id":"W7134338970","doi":"","title":"EPiCC Technical Report. Number 4","year":2012,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Population; Roof; Cover (algebra); Urban planning; Mesoscale meteorology; Built-up area","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003499058,0.001037215,0.0005946975,0.003233365,0.001558471,0.004461227,0.001988457,0.001267136,0.2174084],"category_scores_gemma":[0.008175768,0.0008606476,0.0004732136,0.004800201,0.0004060518,0.001743598,0.001474428,0.001239545,0.2108883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004893695,"about_ca_system_score_gemma":0.01563828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2216463,"about_ca_topic_score_gemma":0.1970966,"domain_scores_codex":[0.9957742,0.0003243299,0.0002302826,0.0003707626,0.002961808,0.0003385885],"domain_scores_gemma":[0.9889591,0.0006017772,0.000348568,0.001025354,0.00852766,0.0005374951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004166142,0.00005154178,0.0009941761,0.00008521581,0.000003403714,0.00002591718,0.00004286628,0.0001576891,0.0001331381,0.0013605,0.9765851,0.02051882],"study_design_scores_gemma":[0.00001392721,0.00001571526,0.005164673,0.00007993787,0.000005169022,0.00003143456,0.00007734733,0.0001489029,0.0004720513,0.0003144716,0.9936635,0.0000128019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002590621,0.0006897844,0.004065339,0.002090129,0.0008296783,0.001242626,0.3580157,0.003260261,0.6272159],"genre_scores_gemma":[0.00594898,0.0007326475,0.004824879,0.000457835,0.0001349204,0.0009100706,0.2315499,0.001605386,0.7538354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7825916,"threshold_uncertainty_score":0.7273035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638109226813306,"score_gpt":0.2326631368502891,"score_spread":0.206282044582156,"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."}}