{"id":"W4415967622","doi":"10.1080/13597566.2025.2584367","title":"Nationalism and the transformation of party systems: the cases of Puerto Rico and Québec","year":2025,"lang":"en","type":"article","venue":"Regional & Federal Studies","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Kwantlen Polytechnic University","funders":"","keywords":"Nationalism; Transformation (genetics); State (computer science)","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":[0.00192962,0.0001710125,0.0002434465,0.0007894818,0.01240552,0.003011466,0.001216623,0.001384115,0.002893162],"category_scores_gemma":[0.003458638,0.0001143689,0.0002541065,0.001718551,0.005271543,0.0009545411,0.002082615,0.002023188,0.0001212534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04526849,"about_ca_system_score_gemma":0.0184302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823577,"about_ca_topic_score_gemma":0.9920409,"domain_scores_codex":[0.9979147,0.0006748948,0.00002365282,0.00009954565,0.0001847153,0.001102366],"domain_scores_gemma":[0.9985225,0.0004288108,0.0001581943,0.000129768,0.0004366427,0.0003241769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003229483,0.0003078944,0.1739638,0.000269741,0.0001526377,0.01440858,0.3181953,0.004329768,0.002481236,0.3950607,0.02944521,0.06106212],"study_design_scores_gemma":[0.0001332738,0.00008564196,0.23847,0.0003318129,0.0001438621,0.001455751,0.4957991,0.004877813,0.001324557,0.009237789,0.2480072,0.0001331898],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921283,0.0009916091,0.0003172073,0.006584427,0.00002827933,0.00007029921,0.000130772,0.000009180159,0.09973992],"genre_scores_gemma":[0.9949891,0.0002570633,0.0001057014,0.0003299691,0.000005002419,0.00001347933,0.00002931146,0.000003620467,0.004266802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04526849,"threshold_uncertainty_score":0.3284474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636052463154744,"score_gpt":0.3328761049508117,"score_spread":0.2865155803192642,"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."}}