{"id":"W7028423648","doi":"","title":"EPOCH Part 2 (appears in: Environmental Profile of a Community's Health (EPOCH): An Ecometric Assessment of Measures of the Community Environment Based on Individual Perception). Copyright: Creative Commons License.","year":2012,"lang":"en","type":"article","venue":"Open Scholarship Institutional Repository (Washington University in St. Louis)","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamilton Health Sciences; Heart and Stroke Foundation of Canada","keywords":"Scale (ratio); Reliability (semiconductor); Public health; Sample (material); Community health; Disease; Perception; Upstream (networking); Rural health; Factor analysis; Rural area","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003859411,0.0009364653,0.0004496438,0.003476995,0.0004823941,0.001738475,0.0007775998,0.000587499,0.02775664],"category_scores_gemma":[0.006810021,0.0003186162,0.0007249381,0.004959013,0.0007471064,0.001384031,0.002276564,0.0006425499,0.006065963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008544392,"about_ca_system_score_gemma":0.001524607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009507728,"about_ca_topic_score_gemma":0.01237091,"domain_scores_codex":[0.998453,0.0004904994,0.0002661782,0.0001157386,0.000583799,0.00009080531],"domain_scores_gemma":[0.9964657,0.0007902852,0.0006854746,0.0004712528,0.001105008,0.0004822861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001005503,0.0005487982,0.2872766,0.002530018,0.0002203206,0.0003997579,0.003491737,0.002345414,0.005598252,0.005650396,0.256343,0.4345903],"study_design_scores_gemma":[0.00005005214,0.0003751016,0.8132872,0.0005051127,0.00005561538,0.0005362435,0.001401447,0.0006272407,0.001154454,0.001810682,0.1801384,0.00005844361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3588543,0.01240261,0.04636549,0.004748355,0.005580938,0.009677785,0.3358692,0.003401091,0.2231002],"genre_scores_gemma":[0.595346,0.01339726,0.06895703,0.0009037739,0.001144582,0.0106164,0.1844217,0.00121034,0.124003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775664,"threshold_uncertainty_score":0.09285516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09783440285105836,"score_gpt":0.3102897634035618,"score_spread":0.2124553605525034,"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."}}