{"id":"W4391728459","doi":"10.1007/978-3-031-17299-1_304851","title":"Well-Being Index for Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004629735,0.0006545269,0.0006222498,0.00374878,0.00508888,0.003418769,0.0008939285,0.0008054195,0.1303278],"category_scores_gemma":[0.001222597,0.0002786155,0.0003775261,0.008179651,0.0006531277,0.0009686854,0.001048639,0.001624317,0.0278298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03570384,"about_ca_system_score_gemma":0.07854866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754621,"about_ca_topic_score_gemma":0.9917236,"domain_scores_codex":[0.9993846,0.0000224222,0.00001420462,0.00003352835,0.0003989608,0.0001461757],"domain_scores_gemma":[0.9986456,0.00003807662,0.0000190832,0.00001994031,0.0009496789,0.0003277381],"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":[0.000007332949,0.000009299068,0.0002832034,0.00005951866,0.000001284525,0.00001390416,0.00007415784,0.00004985848,0.00001870588,0.006325803,0.9570873,0.03606972],"study_design_scores_gemma":[0.000002192891,0.000003800321,0.003155499,0.0001291822,0.000002244134,0.00001702541,0.0002362254,0.000056701,0.00001853025,0.0009564167,0.9954138,0.00000826206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00194009,0.02226459,0.000299062,0.01150426,0.002927052,0.00009232738,0.02367782,0.0003467122,0.9369481],"genre_scores_gemma":[0.009232374,0.01709676,0.000653846,0.00111928,0.0001638772,0.00005278486,0.005970316,0.0001391363,0.9655716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1303278,"threshold_uncertainty_score":0.4359899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892832703097683,"score_gpt":0.3656798323965267,"score_spread":0.3067515053655499,"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."}}