{"id":"W2485153748","doi":"10.1093/0199253137.003.0008","title":"8 Conclusions and Implications","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Personality psychology; Argument (complex analysis); Political science; Politics; General election; Social psychology; Personality; Positive economics; Psychology; Political economy; Sociology; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006787543,0.001390778,0.001143307,0.003146033,0.003400361,0.01139097,0.004399626,0.00667942,0.1332596],"category_scores_gemma":[0.04064276,0.00038754,0.001386533,0.003776748,0.003208386,0.009237249,0.004791054,0.007278018,0.02670027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006928345,"about_ca_system_score_gemma":0.01083274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300465,"about_ca_topic_score_gemma":0.00949132,"domain_scores_codex":[0.9934558,0.002234062,0.0003212522,0.001098004,0.001718952,0.001171752],"domain_scores_gemma":[0.9741169,0.01133341,0.001009394,0.00135182,0.01014669,0.002041791],"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":[0.0002992752,0.0001624868,0.003332057,0.001581984,0.00006473305,0.000527888,0.0013449,0.00167483,0.0001591548,0.2666877,0.6497309,0.074434],"study_design_scores_gemma":[0.00009869019,0.00006833162,0.003689869,0.00554842,0.00006765299,0.0001403663,0.01189736,0.001224567,0.0005347045,0.2480212,0.7286474,0.00006155006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004975521,0.02216106,0.003364805,0.6561666,0.03556699,0.0002302868,0.002471141,0.0002653012,0.2747983],"genre_scores_gemma":[0.2212065,0.07400224,0.01083748,0.3119399,0.03021341,0.000933216,0.004439774,0.0005171237,0.3459103],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1332596,"threshold_uncertainty_score":0.4457979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09459107792892835,"score_gpt":0.3628525142048502,"score_spread":0.2682614362759219,"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."}}