{"id":"W4398289349","doi":"10.7910/dvn/pvtxhk","title":"Text4Hope - One Week Demographic and Perceived Stress Scale Data Set","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Scale (ratio); Data set; Stress (linguistics); Perceived Stress Scale; Statistics; Geography; Psychology; Mathematics; Cartography; Philosophy; Linguistics","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":[0.001544298,0.00160302,0.001112071,0.002352308,0.0007914689,0.001511018,0.002495606,0.002033817,0.05466317],"category_scores_gemma":[0.007661574,0.0005281015,0.001096922,0.003625492,0.0003643614,0.001128697,0.001940247,0.001669557,0.07599404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116178,"about_ca_system_score_gemma":0.001927757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02456114,"about_ca_topic_score_gemma":0.0415306,"domain_scores_codex":[0.9990055,0.0002362996,0.0001188663,0.0002501872,0.0002375543,0.0001515848],"domain_scores_gemma":[0.9967976,0.0009496575,0.0002866827,0.000612694,0.0009542977,0.0003990004],"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":[0.00006987295,0.00003277932,0.001366999,0.0002682436,0.00001858433,0.00002073853,0.00002342697,0.0001912571,0.0000683604,0.0002039573,0.9958474,0.001888487],"study_design_scores_gemma":[0.0005233458,0.00009802917,0.02355475,0.0003988163,0.00005724576,0.0001263096,0.0002444449,0.001409514,0.0005863394,0.001584149,0.9713339,0.00008302713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002551946,0.0000216358,0.00005042765,0.00007711954,0.00002139423,0.00001345301,0.9991221,0.0001529114,0.0002858567],"genre_scores_gemma":[0.0005257566,0.00001855125,0.0001438786,0.00004358757,0.000007312297,0.0001072068,0.9986311,0.00003249778,0.0004900635],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05466317,"threshold_uncertainty_score":0.1828665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033015981566947,"score_gpt":0.365404934989523,"score_spread":0.2621033368328283,"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."}}