{"id":"W3083051684","doi":"10.5539/jel.v9n5p106","title":"Educational Preferences Among Conservatives and Liberals in the United States: A Quantitative Survey Study","year":2020,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology and political orientation; Preference; Reading (process); Psychology; Politics; Social psychology; Orientation (vector space); Survey research; Cognition; Political science; Applied psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001803117,0.0001552544,0.0002876422,0.001596553,0.001070098,0.0009266223,0.0002489247,0.0004704588,0.001878042],"category_scores_gemma":[0.003211644,0.0002389287,0.0002541629,0.001274204,0.0005118769,0.0007588255,0.000723284,0.000600565,0.0003684525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079301,"about_ca_system_score_gemma":0.0005655446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008342655,"about_ca_topic_score_gemma":0.01483595,"domain_scores_codex":[0.9990506,0.0004086592,0.00009916444,0.00007198999,0.0002042692,0.0001653792],"domain_scores_gemma":[0.997207,0.0009166995,0.0007394548,0.0001032297,0.000579622,0.0004539606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005496927,0.0003051897,0.9753798,0.00004047896,0.00002041366,0.000115019,0.01745841,0.00002991334,0.0004928392,0.0001308852,0.0004236151,0.005548529],"study_design_scores_gemma":[0.000004471284,0.0002965732,0.9288831,0.00002785897,0.000008862292,0.0001537061,0.06880507,0.0001399047,0.0001534567,0.00004866049,0.001465666,0.00001278877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989594,0.00002623728,0.00005272546,0.00005438846,0.000001908178,0.00002083626,0.0001720554,0.000001060604,0.0007113167],"genre_scores_gemma":[0.9986643,0.00009228085,0.0001710553,0.0001604706,0.000005424401,0.00008274007,0.0002554114,0.000001341924,0.0005669809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008342655,"threshold_uncertainty_score":0.01658821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365142317080894,"score_gpt":0.416870770824529,"score_spread":0.2803565391164396,"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."}}