{"id":"W6891315804","doi":"10.3886/icpsr36743.v2","title":"Health Reform Monitoring Survey, United States, Third Quarter 2015","year":2015,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Quarter (Canadian coin); Health care; Respondent; Government (linguistics); Health insurance; Mental health; Medicaid; Health policy","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01471751,0.001616098,0.002160248,0.001851104,0.0004317515,0.000850397,0.008636048,0.0009522907,0.0001076943],"category_scores_gemma":[0.001259461,0.001546515,0.0001173042,0.00273184,0.0003380574,0.002422755,0.004668638,0.002812886,0.01768668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004026563,"about_ca_system_score_gemma":0.00159014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.289563,"about_ca_topic_score_gemma":0.02051173,"domain_scores_codex":[0.9887993,0.001200237,0.0019573,0.00278303,0.002875284,0.00238485],"domain_scores_gemma":[0.9815155,0.0003272199,0.002237993,0.01336205,0.001011403,0.001545805],"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":[0.0002160026,0.0002303573,0.0005854694,0.0003413926,0.0002717105,0.00008217157,0.0001574825,0.000006211816,0.000002833629,0.000001087907,0.9980094,0.00009582604],"study_design_scores_gemma":[0.00124486,0.0002950366,0.00141208,0.0007359672,0.0001463,0.00006345251,0.0003477451,0.00005390036,0.000007484444,0.00002461209,0.9941248,0.001543742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005438056,0.002603305,0.000003775312,0.0007739826,0.002779078,0.0009834549,0.9916282,0.0006547191,0.00002965686],"genre_scores_gemma":[0.00003639636,0.003150423,0.0002489539,0.0005359373,0.001458435,0.00005221833,0.9938504,0.0004363843,0.0002308629],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2690513,"threshold_uncertainty_score":0.9997968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346787506678983,"score_gpt":0.3851612680833401,"score_spread":0.2504825174154418,"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."}}