{"id":"W2994081262","doi":"","title":"Concentration Alert: Why You Should Adopt Better Commercial Real Estate Risk Management Practices Even before New Guidelines Take Effect","year":2006,"lang":"en","type":"article","venue":"ABA banking journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Portfolio; Quarter (Canadian coin); Business; Finance; Actuarial science; Asset (computer security)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00200856,0.0002807148,0.0004628107,0.0001910721,0.0004666146,0.0006223634,0.00032489,0.0001459559,0.0004326176],"category_scores_gemma":[0.0001404675,0.0002961811,0.000219085,0.0001527823,0.00004411537,0.0008308057,0.0000694209,0.0004826795,0.0001497214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352656,"about_ca_system_score_gemma":0.00003820446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003297424,"about_ca_topic_score_gemma":0.001237134,"domain_scores_codex":[0.9977172,0.00007613182,0.001205796,0.0003896687,0.00009567304,0.000515554],"domain_scores_gemma":[0.9973351,0.00009745921,0.002104737,0.0002784429,0.00006147473,0.0001227294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001257439,0.00006342911,0.5709074,0.00003581611,0.0002047824,0.00005819725,0.0004241777,0.001999892,0.000004176905,0.002535737,0.06046253,0.3631781],"study_design_scores_gemma":[0.003391338,0.0003377378,0.224628,0.0001447901,0.0001954534,0.0001514871,0.00008067937,0.01367861,0.00003800693,0.03734211,0.7191497,0.0008620241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405872,0.0003966166,0.008979963,0.004718571,0.002406139,0.0003409731,0.00005079315,0.00007724707,0.1424425],"genre_scores_gemma":[0.9713905,0.008565283,0.01222557,0.00135925,0.005227632,0.00001158593,0.00009277098,0.0001039585,0.001023427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6586872,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467770887556966,"score_gpt":0.2772653134430803,"score_spread":0.2304882246873837,"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."}}