{"id":"W7010335055","doi":"","title":"Housing Affordability for Top Occupations in Nevada Metros, 2022","year":2022,"lang":"en","type":"report","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Quarter (Canadian coin); Statistical analysis; Census; Unemployment; Public housing","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003614358,0.000926043,0.001765108,0.002035079,0.001037194,0.0004166036,0.002075902,0.0007948303,0.001847985],"category_scores_gemma":[0.003180563,0.001305975,0.001141021,0.00332647,0.0004970134,0.004385505,0.001585041,0.00245803,0.0001237952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007785929,"about_ca_system_score_gemma":0.004189294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767978,"about_ca_topic_score_gemma":0.01204768,"domain_scores_codex":[0.9922768,0.000412782,0.00101391,0.001839714,0.003201957,0.001254826],"domain_scores_gemma":[0.9939133,0.0008430266,0.001655123,0.001811736,0.001308699,0.0004681503],"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":[0.007245532,0.008099462,0.719068,0.005705875,0.003353584,0.001660167,0.004710323,0.002345443,0.002478313,0.002628347,0.1042404,0.1384646],"study_design_scores_gemma":[0.00421405,0.000778203,0.1484085,0.00058476,0.0008289649,0.00007652423,0.009047087,0.0001482253,0.00006579707,0.003284363,0.8298917,0.002671828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677787,0.001729876,0.000519759,0.0002950415,0.001554129,0.004114245,0.04225721,0.0006301887,0.08112086],"genre_scores_gemma":[0.9772829,0.0002352313,0.001667587,0.00003436323,0.0001787859,0.00001896169,0.01285874,0.0003645576,0.007358903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7256513,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768656044174343,"score_gpt":0.3019272867357148,"score_spread":0.2250616823182806,"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."}}