{"id":"W4252518383","doi":"10.22215/etd/2010-09241","title":"Towards an alternative theory of political ideology","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Ideology; Politics; Political science; Humanities; Sociology; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002249962,0.00009205913,0.0001774955,0.0001281494,0.0001921221,0.0000396152,0.0005210735,0.0003508946,0.005382737],"category_scores_gemma":[0.005542929,0.00007452247,0.00006568017,0.0001694285,0.0008425104,0.0002038292,0.00001526422,0.0003618139,0.00005971495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529724,"about_ca_system_score_gemma":0.002860213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0558004,"about_ca_topic_score_gemma":0.03722693,"domain_scores_codex":[0.9974713,0.0004207978,0.0001874325,0.0002287182,0.0006119439,0.001079767],"domain_scores_gemma":[0.998051,0.000405046,0.00006536258,0.000159955,0.0003552384,0.0009634214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001650143,0.0000693971,0.000126084,0.000009068433,0.000005821706,5.412743e-7,0.005544208,2.419988e-8,0.0001843344,0.9787512,0.00004369329,0.01524915],"study_design_scores_gemma":[0.0000488896,0.0000936632,0.01940047,0.00001137925,0.00001034648,1.977611e-7,0.04030233,0.000007974361,0.003657488,0.9335117,0.002834632,0.0001209503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3167672,0.00001243792,0.00008604921,0.0008860329,0.0008336361,0.0001304973,0.0000088515,0.00002123954,0.6812541],"genre_scores_gemma":[0.9767977,0.00001563782,0.0003074013,0.0001325785,0.0006327851,0.00001655449,0.00009228288,0.000006568969,0.02199852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6600305,"threshold_uncertainty_score":0.9955265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026849514462742,"score_gpt":0.4723486060847419,"score_spread":0.4220801109401146,"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."}}