{"id":"W4211143888","doi":"10.1007/978-94-007-0753-5_3623","title":"Better Life Index","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Index (typography); Computer science; World Wide Web","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":[0.0004550252,0.0005402489,0.0005142089,0.002172505,0.0009744345,0.002404873,0.0005355544,0.0008871382,0.1685475],"category_scores_gemma":[0.001848633,0.0001215891,0.0003288253,0.002032402,0.0004756375,0.002122261,0.00169642,0.002325957,0.07549132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436415,"about_ca_system_score_gemma":0.001319272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266713,"about_ca_topic_score_gemma":0.007895431,"domain_scores_codex":[0.9996215,0.00005512352,0.00001484391,0.00004344599,0.0002155503,0.00004944625],"domain_scores_gemma":[0.999505,0.00007701781,0.00002822254,0.00003319531,0.0001713176,0.0001851364],"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":[0.00000803123,0.00001985165,0.0001573197,0.00005003079,0.000002146769,0.00001096397,0.00006752834,0.00003893471,0.00003641248,0.01293973,0.8495516,0.1371175],"study_design_scores_gemma":[0.000002273903,0.000008086935,0.0007006945,0.0001062129,0.000001982995,0.0000503525,0.00005991831,0.00002639328,0.00002073854,0.005026317,0.9939939,0.00000307716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006660888,0.01730694,0.0008939422,0.01446725,0.006316984,0.00002887861,0.001036371,0.0002027738,0.9590807],"genre_scores_gemma":[0.005203558,0.01271656,0.001202657,0.005075002,0.002924847,0.00005550205,0.001317981,0.0001490423,0.9713548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1685475,"threshold_uncertainty_score":0.5638477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036358141622041,"score_gpt":0.4220034696233272,"score_spread":0.3516398882071068,"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."}}