{"id":"W1502440949","doi":"10.2139/ssrn.2233380","title":"Advertising Expensive Mortgages","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Advertising","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005485386,0.0003625529,0.0002837105,0.0008415367,0.0005419579,0.001754919,0.0002243436,0.001084965,0.1204046],"category_scores_gemma":[0.004783696,0.000223394,0.000221435,0.0006878059,0.0002121069,0.001030851,0.0003910368,0.0008390453,0.03001397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164766,"about_ca_system_score_gemma":0.0003118496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271592,"about_ca_topic_score_gemma":0.00734719,"domain_scores_codex":[0.9994342,0.000113272,0.00002601405,0.00004605697,0.0002951872,0.00008524644],"domain_scores_gemma":[0.9982687,0.0006797106,0.0003080754,0.0001624122,0.000350646,0.0002303155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005561243,0.0003525308,0.01643236,0.0001895325,0.00003836269,0.0007564256,0.0002663801,0.0004101992,0.004824831,0.01819909,0.6256656,0.3323087],"study_design_scores_gemma":[0.0001424372,0.0004448894,0.06489336,0.0001265185,0.0001361749,0.002639449,0.0005047121,0.005037866,0.004900319,0.006953396,0.9141759,0.00004491026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1168795,0.005767973,0.001715373,0.01646878,0.002819902,0.00007538374,0.001861548,0.0005852793,0.8538262],"genre_scores_gemma":[0.5390967,0.004078719,0.00075649,0.002436996,0.006050227,0.00001776782,0.00113493,0.0001063836,0.4463218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1204046,"threshold_uncertainty_score":0.4027935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172949621413756,"score_gpt":0.1968454108628407,"score_spread":0.1851159146487031,"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."}}