{"id":"W4416287462","doi":"10.64628/aam.svg4g4hkk","title":"Federal budget 2025: Is Canada Strong actually weak on AI?","year":2025,"lang":"","type":"article","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Government (linguistics); Federal budget; Work (physics)","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":[0.01363182,0.0005391093,0.0008735728,0.003733985,0.01750767,0.01859705,0.002719377,0.006695283,0.02147481],"category_scores_gemma":[0.05344974,0.0004669226,0.000750883,0.004548391,0.009038981,0.005097511,0.00390542,0.01043506,0.001560072],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1313339,"about_ca_system_score_gemma":0.3996168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911898,"about_ca_topic_score_gemma":0.9934316,"domain_scores_codex":[0.9808884,0.002323845,0.0004656354,0.0008644487,0.007661776,0.007795839],"domain_scores_gemma":[0.9489871,0.00714791,0.001332487,0.0008940803,0.02854002,0.01309832],"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":[0.0001169144,0.00004580426,0.01126033,0.0001941998,0.0001046192,0.0001025604,0.00207359,0.0003771395,0.0001941305,0.3161629,0.6263233,0.04304461],"study_design_scores_gemma":[0.00009182463,0.00003616477,0.04227604,0.001241485,0.0001956265,0.00005099685,0.01249295,0.0007779254,0.0004213267,0.07374305,0.8684899,0.0001826619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01726467,0.004665026,0.0004281495,0.7696319,0.002419212,0.00006261084,0.001951163,0.0000902465,0.203487],"genre_scores_gemma":[0.5486703,0.007059996,0.001999171,0.3412169,0.001297332,0.0001334849,0.001304252,0.0002121932,0.09810643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8686661,"threshold_uncertainty_score":0.9528989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148783404883484,"score_gpt":0.2842731930748936,"score_spread":0.2727853590260587,"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."}}