{"id":"W2472917069","doi":"10.3390/su8070623","title":"Is It What You Measure That Really Matters? The Struggle to Move beyond GDP in Canada","year":2016,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Transformative learning; Gross domestic product; Politics; Sustainability; Equity (law); Political science; Product (mathematics); Economics; Sociology; Development economics; Political economy; Economic growth; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007045511,0.0002690426,0.0002087571,0.00004257608,0.000189299,0.000079727,0.000609395,0.0000694836,0.004038102],"category_scores_gemma":[0.0001927406,0.0001682187,0.0000587804,0.0003706196,0.0002512753,0.0007507468,0.0006334741,0.0001481379,0.0001880577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550859,"about_ca_system_score_gemma":0.0006231196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7814106,"about_ca_topic_score_gemma":0.7366293,"domain_scores_codex":[0.9973255,0.0001361607,0.000303399,0.0006140814,0.0007187665,0.0009020449],"domain_scores_gemma":[0.9987759,0.0001248244,0.00007051634,0.000760121,0.00002460881,0.0002440503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008485428,0.00006103236,0.7771898,0.00003282078,0.00001305087,0.00005082355,0.005077405,0.0002259306,0.0001254131,0.00003773458,0.1255909,0.09151031],"study_design_scores_gemma":[0.000361029,0.0000224065,0.8864358,0.00001848256,0.000005778103,0.00000306289,0.03370319,0.000009546313,0.0007546209,0.007370756,0.07099224,0.0003230763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347971,0.00002859979,0.00003544316,0.1622009,0.0001302313,0.0007920983,0.00001679854,0.00001355192,0.001985285],"genre_scores_gemma":[0.9767625,0.00002096007,0.00003618174,0.01556091,0.00002384059,0.0001035347,0.000002434495,0.00002132092,0.007468292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14664,"threshold_uncertainty_score":0.9968724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008831929926609588,"score_gpt":0.2180819663202539,"score_spread":0.2092500363936443,"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."}}