{"id":"W3125711827","doi":"","title":"Challenges, Growth and Opportunity: A Shadow Federal Budget for 2015","year":2015,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finance; Prudence; Federal budget; Business; Economics; Revenue; Transparency (behavior); Economic policy; Fiscal year","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":[],"consensus_categories":[],"category_scores_codex":[0.0005007664,0.000130216,0.0001725168,0.00005523928,0.0005803553,0.00009224171,0.0002432601,0.00008716732,0.00001624776],"category_scores_gemma":[0.0003182179,0.0001420644,0.00004630564,0.00008304267,0.0003908838,0.0005692274,0.00007609202,0.0001165868,0.000005980767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981262,"about_ca_system_score_gemma":0.0004957351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09879802,"about_ca_topic_score_gemma":0.2214021,"domain_scores_codex":[0.9989294,0.00006944726,0.000145886,0.0002322491,0.0002219875,0.0004009898],"domain_scores_gemma":[0.998863,0.00006793371,0.00007221358,0.0001642458,0.00006767971,0.0007648691],"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":[0.00003373812,0.00004405774,0.0004733916,0.0000231726,0.00002424346,0.00002304578,0.005559017,4.144792e-7,0.000002302662,0.1011303,0.8790443,0.01364201],"study_design_scores_gemma":[0.0008198008,0.00006742936,0.0005931233,0.0000283611,0.00001243077,0.00000633808,0.001527372,0.000008814534,0.0000125432,0.01325678,0.9834771,0.0001898918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01680221,0.004904198,0.0001566932,0.9013805,0.001534929,0.0007734355,0.0005551762,0.00009677844,0.07379601],"genre_scores_gemma":[0.85647,0.005433851,0.001240614,0.1315534,0.002328469,0.000131894,0.0001343317,0.00003300135,0.002674334],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8396679,"threshold_uncertainty_score":0.9072031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325806051185084,"score_gpt":0.3433764437804759,"score_spread":0.2107958386619674,"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."}}