{"id":"W4416076841","doi":"10.64628/aam.mgsn9gya4","title":"Why the 2025 federal budget won’t really make Canada strong","year":2025,"lang":"","type":"preprint","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Government (linguistics); Work (physics); Federal budget","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00757055,0.0005569516,0.0008302638,0.001786479,0.01385235,0.01468055,0.001576542,0.01068446,0.02750022],"category_scores_gemma":[0.03423982,0.0007192886,0.0009213735,0.002751551,0.006091679,0.005952349,0.002540984,0.01171857,0.002985113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1305735,"about_ca_system_score_gemma":0.2393106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98706,"about_ca_topic_score_gemma":0.9850885,"domain_scores_codex":[0.9867579,0.0009980856,0.0001730175,0.0007960355,0.005900074,0.005374721],"domain_scores_gemma":[0.9824683,0.001951145,0.0003848085,0.0005463143,0.01003612,0.004613298],"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":[0.00004744051,0.0000156777,0.001341272,0.0000635379,0.00005170947,0.00005886177,0.0006793832,0.0003911596,0.0001453557,0.3908446,0.5971112,0.0092499],"study_design_scores_gemma":[0.0001021577,0.00001464129,0.007755285,0.000326723,0.00007801878,0.00005374081,0.003467993,0.001090399,0.0005491461,0.1220068,0.8643853,0.0001696818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01339731,0.004048514,0.001091576,0.7787465,0.004498695,0.00004930371,0.001946044,0.0001736206,0.1960485],"genre_scores_gemma":[0.4879433,0.00447663,0.00316167,0.2878128,0.001741272,0.0001444775,0.001203545,0.0006267326,0.2128895],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1305735,"threshold_uncertainty_score":0.9473811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094534615413488,"score_gpt":0.285823791958097,"score_spread":0.2648784458039621,"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."}}