{"id":"W7034533553","doi":"","title":"Vancouver - Affordable Housing Challenge","year":2023,"lang":"cs","type":"dissertation","venue":"Brno University of Technology Digital Library (Brno University of Technology)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Affordable housing; Government (linguistics); Real estate","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":[],"consensus_categories":[],"category_scores_codex":[0.001420246,0.0008548187,0.0004382924,0.0007710709,0.01072024,0.01123403,0.001950961,0.008393926,0.1537568],"category_scores_gemma":[0.004301189,0.0003813083,0.0004039099,0.001166996,0.002056056,0.002541745,0.007667365,0.007454911,0.03108893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578641,"about_ca_system_score_gemma":0.0372436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4935993,"about_ca_topic_score_gemma":0.8058003,"domain_scores_codex":[0.9973225,0.0002533573,0.00006106134,0.0002967193,0.00116947,0.0008967977],"domain_scores_gemma":[0.9953184,0.0002250423,0.00005741187,0.0001566554,0.001249977,0.002992498],"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":[0.000010954,0.00003131723,0.0007490289,0.00003845159,0.000002740538,0.000235632,0.0002462793,0.00005004594,0.00007655886,0.0198975,0.9586685,0.01999305],"study_design_scores_gemma":[0.000002703641,0.000004341921,0.0008250315,0.00005323992,7.606749e-7,0.00003531605,0.0004548873,0.00003637974,0.00002301959,0.001011287,0.9975484,0.000004631936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006028806,0.007039061,0.0004911653,0.2011376,0.006980081,0.0001351307,0.002768307,0.0001658511,0.7752541],"genre_scores_gemma":[0.02539118,0.003478596,0.0005474649,0.03092794,0.001021703,0.0001064378,0.001757441,0.0001295816,0.9366397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5064007,"threshold_uncertainty_score":0.9814525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095793728538023,"score_gpt":0.2231644697123812,"score_spread":0.212206532427001,"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."}}