{"id":"W3039076311","doi":"10.14516/fde.835","title":"Operational Media: Cybernetics, Biopolitics and Postwar Education","year":2020,"lang":"en","type":"article","venue":"Foro de Educación","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cybernetics; Sociology; Humanism; Biopower; Context (archaeology); Agency (philosophy); Epistemology; Social science; Citizenship; Media studies; Law; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001046404,0.0004572802,0.0001515532,0.001729608,0.002232297,0.007654323,0.0004982117,0.001572478,0.004763191],"category_scores_gemma":[0.001813228,0.0001093623,0.00009036075,0.001505929,0.01656144,0.005826892,0.002442949,0.002429439,0.0003428284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467112,"about_ca_system_score_gemma":0.001417323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266429,"about_ca_topic_score_gemma":0.003760889,"domain_scores_codex":[0.9994398,0.0003053604,0.00001401239,0.00004494005,0.00009399087,0.0001018385],"domain_scores_gemma":[0.9987676,0.0007704805,0.0001860577,0.00007032449,0.00009277124,0.0001127619],"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":[0.00001364247,0.0000166554,0.0003576065,0.00007339349,0.000001813408,0.0001295117,0.01123332,0.0001468852,0.0001312383,0.9613888,0.00263367,0.02387348],"study_design_scores_gemma":[0.000008847003,0.00005572394,0.003077618,0.0009654284,0.000006001519,0.0003356766,0.02564056,0.0004774659,0.0008038045,0.3352045,0.6334025,0.00002198923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07489972,0.1018923,0.01759231,0.07798287,0.002690803,0.00004619873,0.00008472323,0.0000946648,0.7247164],"genre_scores_gemma":[0.9328833,0.02327199,0.001621402,0.002426547,0.00111686,0.00005477186,0.00003085742,0.00003468262,0.03855962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9977677,"threshold_uncertainty_score":0.02515578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198654055426342,"score_gpt":0.2313128519661677,"score_spread":0.2114474464235336,"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."}}