{"id":"W1534811352","doi":"","title":"Greater Saving Required: How Alberta Can Achieve Fiscal Sustainability from its Resource Revenues","year":2008,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fiscal sustainability; Revenue; Resource (disambiguation); Sustainability; Government (linguistics); Business; Plan (archaeology); Natural resource economics; Government revenue; Resource productivity; Resource allocation; Finance; Economics; Geography; Market economy; Debt; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002531189,0.0002094777,0.0002605916,0.00006187749,0.001526928,0.0000942474,0.0005811642,0.0001444484,0.0001107733],"category_scores_gemma":[0.0005300127,0.0002282597,0.0001206039,0.0002496661,0.0008409183,0.0006415187,0.0001654019,0.0002888757,0.00001709475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114061,"about_ca_system_score_gemma":0.0003363169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5368342,"about_ca_topic_score_gemma":0.5238633,"domain_scores_codex":[0.9981024,0.0002526001,0.0002121259,0.0004229257,0.0003631752,0.0006467241],"domain_scores_gemma":[0.998802,0.0001706646,0.0001282867,0.0004714302,0.00005824671,0.0003693831],"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":[0.00007593552,0.00006566641,0.02675601,0.0000202758,0.00005177614,0.0002641962,0.03696315,0.000007353221,0.00005522034,0.001486827,0.929262,0.004991574],"study_design_scores_gemma":[0.0003396473,0.00003249585,0.02676905,0.00005479148,0.00001921399,0.000008359132,0.001116366,0.000004592371,0.000107641,0.0009232853,0.9703489,0.0002756669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.561824,0.0002398567,0.00001477004,0.4315436,0.0004006795,0.0003016028,0.0005940357,0.00004549037,0.005036072],"genre_scores_gemma":[0.9620503,0.0001475345,0.0001024119,0.02585112,0.001208316,0.00002138866,0.0001178329,0.00002050043,0.01048059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4056924,"threshold_uncertainty_score":0.999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339921012754912,"score_gpt":0.2747248439762054,"score_spread":0.2407327427007142,"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."}}