{"id":"W1869688573","doi":"10.3968/7327","title":"The Development of Ideological and Political Education Category","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Political education; Perspective (graphical); Politics; Power (physics); Subject (documents); State (computer science); Epistemology; Sociology; Social science; Political science; Law; Computer science; Philosophy; Artificial intelligence","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":[0.005491683,0.000190759,0.0003008517,0.00484791,0.004310929,0.00693144,0.000702428,0.001050084,0.0075328],"category_scores_gemma":[0.006679139,0.0001557792,0.0002877207,0.003108165,0.01145317,0.005162145,0.004266293,0.003436763,0.000919297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00662346,"about_ca_system_score_gemma":0.009352642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005909061,"about_ca_topic_score_gemma":0.005761746,"domain_scores_codex":[0.9947959,0.002061961,0.0001728967,0.0004900527,0.001524411,0.0009547657],"domain_scores_gemma":[0.9931098,0.002075421,0.0005116868,0.0004328245,0.002894737,0.0009755451],"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":[0.000007907321,0.0000224898,0.00192414,0.00002553722,0.00000154313,0.00003293897,0.002979643,0.0000518226,0.00008383735,0.9721504,0.001488179,0.02123155],"study_design_scores_gemma":[0.00001759937,0.00007883128,0.02344173,0.0002010863,0.00000582886,0.0002025264,0.01103143,0.0009093986,0.0004952878,0.644713,0.3188662,0.00003716077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07418496,0.001743056,0.01354076,0.01316596,0.000531872,0.0001038392,0.0001875406,0.00006549847,0.8964764],"genre_scores_gemma":[0.9535429,0.0008110243,0.006419525,0.000781321,0.0002214594,0.0001135297,0.000132408,0.00003723175,0.03794057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0075328,"threshold_uncertainty_score":0.04805678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458270116587843,"score_gpt":0.4013701912069356,"score_spread":0.3367874900410571,"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."}}