{"id":"W4385593051","doi":"10.59962/9780774835152","title":"Buying Happiness","year":2018,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Psychology; Social psychology","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":[0.0003696539,0.0005047704,0.0002450183,0.001195481,0.007910745,0.005921706,0.0005509114,0.001251126,0.03887339],"category_scores_gemma":[0.0006487018,0.0001753459,0.0002551219,0.001647568,0.003786218,0.002444786,0.001806371,0.002141455,0.01051771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01789638,"about_ca_system_score_gemma":0.01239303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5317659,"about_ca_topic_score_gemma":0.74005,"domain_scores_codex":[0.9995345,0.00004180626,0.000006887079,0.00004470287,0.0002501715,0.000121841],"domain_scores_gemma":[0.9997243,0.00002645092,0.000005884335,0.00002054342,0.0001361375,0.00008667351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009788138,0.000011304,0.0001875967,0.0000645288,0.000002797782,0.00008626924,0.004306754,0.00005119284,0.0001594487,0.2357944,0.6953581,0.0639679],"study_design_scores_gemma":[8.448652e-7,0.000001684811,0.0002887925,0.00003953084,8.912584e-7,0.00003032207,0.0007382787,0.00001196567,0.00004377544,0.002979707,0.9958604,0.00000378742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001665057,0.00969842,0.000310723,0.00990449,0.00111167,0.00002551548,0.0002335592,0.0001138999,0.9769366],"genre_scores_gemma":[0.02164572,0.007388998,0.0005002053,0.00305143,0.0002112756,0.0000182117,0.0002400403,0.0001221844,0.9668219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4682341,"threshold_uncertainty_score":0.9419833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385911497620309,"score_gpt":0.1777170497095946,"score_spread":0.1638579347333915,"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."}}