{"id":"W4387016438","doi":"10.1007/978-3-031-35490-8_13","title":"Conclusion","year":2023,"lang":"en","type":"book-chapter","venue":"Canada and international affairs","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Queen's University; University of British Columbia","funders":"","keywords":"Resizing; Political science; Democracy; Politics; Political economy; Polarization (electrochemistry); State (computer science); Sociology; European union; Law; International trade; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002904334,0.0003959232,0.0003136362,0.001081804,0.00324193,0.005874688,0.001527886,0.002148691,0.3170551],"category_scores_gemma":[0.01192573,0.0001506316,0.0005628405,0.001000672,0.001410962,0.002411298,0.002229648,0.002043398,0.07764939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006063471,"about_ca_system_score_gemma":0.009391547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03997163,"about_ca_topic_score_gemma":0.05240099,"domain_scores_codex":[0.9971489,0.0004462544,0.00006195856,0.0004933644,0.001270492,0.0005790308],"domain_scores_gemma":[0.9953638,0.000742327,0.0001408429,0.0003790926,0.002641451,0.0007324705],"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":[0.00007936837,0.00003731778,0.002188642,0.0002021615,0.00001427983,0.0001433759,0.001027442,0.0001122685,0.0002113585,0.1796334,0.7378473,0.07850302],"study_design_scores_gemma":[0.00001085123,0.000006795768,0.001761456,0.0002125394,0.000009183413,0.00005733806,0.002080257,0.00003977707,0.0001960628,0.01407437,0.9815457,0.000005545428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002277458,0.0008150633,0.001572671,0.04004886,0.003567184,0.00009304139,0.001384215,0.0002107694,0.9500306],"genre_scores_gemma":[0.05082171,0.001045284,0.001997473,0.04068578,0.0009854399,0.0001558571,0.00187258,0.0003233246,0.9021126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6829449,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256909149638043,"score_gpt":0.3033525498236516,"score_spread":0.2607834583272712,"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."}}