{"id":"W6939526709","doi":"10.6084/m9.figshare.25298806.v1","title":"Navigating Edmonton's Real Estate Landscape_ A Comprehensive Guide to Real Estate Listings.pdf","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Corporate Real Estate; Cost approach; Real estate development; Real property","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":[0.0004193827,0.0008892115,0.0003780178,0.001765073,0.001232453,0.003033245,0.0007814949,0.0007854679,0.2296765],"category_scores_gemma":[0.0005934066,0.0006222344,0.0003129925,0.001591383,0.0003348482,0.001916851,0.001825696,0.0009707494,0.07312672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537791,"about_ca_system_score_gemma":0.002380158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08253119,"about_ca_topic_score_gemma":0.3853009,"domain_scores_codex":[0.9997672,0.00002595159,0.000007491805,0.00001884512,0.0001460374,0.00003444709],"domain_scores_gemma":[0.9997271,0.00005193137,0.00001223947,0.0000188768,0.0001114448,0.00007845607],"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":[0.000003868084,0.00001960641,0.000273363,0.0000475185,0.000001213237,0.00005575656,0.0002012618,0.0002314334,0.0002061828,0.001699738,0.8703943,0.1268657],"study_design_scores_gemma":[8.793374e-7,0.000003824373,0.0007117145,0.00006295824,6.082698e-7,0.0000577654,0.000119174,0.00006794774,0.00002429917,0.0002871479,0.9986596,0.000004104085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003508401,0.0147224,0.01480507,0.005612916,0.0009790284,0.000226526,0.008477627,0.005843722,0.9458244],"genre_scores_gemma":[0.004771711,0.00874724,0.01833824,0.0009043289,0.000103531,0.0001219609,0.003833106,0.0008099451,0.96237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9174688,"threshold_uncertainty_score":0.7683446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953606763876871,"score_gpt":0.2729603583189203,"score_spread":0.2534242906801516,"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."}}