{"id":"W4409532666","doi":"10.54932/xusv8629","title":"Canada's economic integration and resilience: lessons from CIRANO research","year":2025,"lang":"en","type":"report","venue":"","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Resilience (materials science); Regional science; Economic geography; Political science; Geography; Sociology","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":[0.001583815,0.0005655045,0.0005181624,0.002711173,0.005235535,0.005725041,0.001014324,0.000878401,0.008428983],"category_scores_gemma":[0.004643618,0.0002216591,0.0005816004,0.005511744,0.00319558,0.001844634,0.003095147,0.002200024,0.0003445842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1102929,"about_ca_system_score_gemma":0.181127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948648,"about_ca_topic_score_gemma":0.996885,"domain_scores_codex":[0.9985237,0.00012238,0.00002405381,0.0001041126,0.0005080951,0.0007176987],"domain_scores_gemma":[0.9965872,0.0004420993,0.0001525784,0.0001593477,0.001888541,0.0007703837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002417265,0.0001395499,0.05861171,0.00052866,0.0002080122,0.001593323,0.007057179,0.01346295,0.0003715419,0.5421948,0.2116127,0.1639778],"study_design_scores_gemma":[0.00006927965,0.00008266793,0.1624702,0.002052624,0.0002374269,0.0003307155,0.02782992,0.007944034,0.0007709975,0.08235829,0.7156737,0.0001801839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.189703,0.03608759,0.003328545,0.1868661,0.0008407903,0.0001467863,0.006700664,0.0002224944,0.576104],"genre_scores_gemma":[0.8775195,0.03436013,0.004716193,0.007379657,0.0002107188,0.00007165896,0.003100415,0.00009434559,0.0725473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8897071,"threshold_uncertainty_score":0.8002345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231050626852515,"score_gpt":0.3512651463484073,"score_spread":0.2281600836631558,"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."}}