{"id":"W4400920671","doi":"10.22394/2078-838x-2023-2-111-120","title":"Patriotic pedagogical anthropology: analysis of the main trends of the first quarter of the 21st century","year":2023,"lang":"en","type":"article","venue":"Educational Policy","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sociology; Mathematics education; Anthropology; History; Psychology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000408155,0.00007973245,0.0001899377,0.0001857062,0.0004548177,0.000009363388,0.0008187537,0.0001036689,0.0009211503],"category_scores_gemma":[0.001232399,0.00004230536,0.0004119498,0.004038961,0.002817018,0.00002849875,0.0001413546,0.0001497106,0.000007212397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876389,"about_ca_system_score_gemma":0.0009822558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009588949,"about_ca_topic_score_gemma":0.004139539,"domain_scores_codex":[0.9983723,0.0003587938,0.0003102434,0.000140277,0.0005546976,0.0002637431],"domain_scores_gemma":[0.9983181,0.0008812157,0.0002212787,0.0004347662,0.00009351588,0.00005106801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001438413,0.00009845998,0.12518,0.000007072771,0.0001051821,1.762155e-8,0.01652343,0.00005285045,0.000008657914,0.85553,0.002371283,0.0001215549],"study_design_scores_gemma":[0.00005440453,0.000006610142,0.9371113,0.00001033072,0.0001497879,1.900663e-7,0.01957353,0.00006551373,0.00001247639,0.03988819,0.003081056,0.00004666681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7100071,0.00004154512,7.488894e-7,0.2543544,0.0009591706,0.0001251591,0.0002256228,0.000009697947,0.03427651],"genre_scores_gemma":[0.996522,0.0000389728,0.00001033447,0.0004106384,0.0005075249,0.000008119289,0.000006783563,0.000005634596,0.002489979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8156419,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369333328385431,"score_gpt":0.4160152844703432,"score_spread":0.3723219511864889,"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."}}