{"id":"W6889631055","doi":"10.25940/roper-31092010","title":"Fannie Mae National Housing Survey Monthly Key Indicators--January, 2012 (a subset of the complete monthly Fannie Mae National Housing Survey)","year":2012,"lang":"en","type":"other","venue":"Roper Center for Public Opinion Research  iPOLL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; House price; Rental housing; Interest rate; Key (lock); Survey data collection; Quarter (Canadian coin)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.02685344,0.001448203,0.001671199,0.006407692,0.001230055,0.001046514,0.004374729,0.001294584,0.002662841],"category_scores_gemma":[0.00506338,0.001195491,0.0008509289,0.004802097,0.001927466,0.001569351,0.002315416,0.002458055,0.00171335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351877,"about_ca_system_score_gemma":0.004368931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008329,"about_ca_topic_score_gemma":0.01449152,"domain_scores_codex":[0.9733064,0.008497654,0.002068089,0.002069718,0.01024172,0.003816456],"domain_scores_gemma":[0.9871101,0.0020002,0.001918301,0.001957882,0.005846524,0.001167012],"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":[0.0003796984,0.001277159,0.1301018,0.0003543287,0.0008477649,0.000001485591,0.0001507702,0.00004016867,0.00006459557,0.0007934285,0.8656309,0.0003578549],"study_design_scores_gemma":[0.002556212,0.0001104632,0.2489678,0.000517108,0.00001945903,0.00000449709,0.00004384475,0.0004926677,0.00002623768,0.00007294586,0.74626,0.0009287304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00339063,0.008507702,0.0002646148,0.003582173,0.007103509,0.01178462,0.6645455,0.0008212511,0.3],"genre_scores_gemma":[0.5800947,0.0006830665,0.001815066,0.0008524039,0.008022004,0.00188319,0.2623872,0.008219056,0.1360433],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5767041,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628880177907997,"score_gpt":0.396020182347941,"score_spread":0.1331321645571413,"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."}}