{"id":"W4416440188","doi":"10.1007/s11159-025-10220-y","title":"Techno-dreaming and the technicity of automation: A rhizomatic reading of post-war technologies in education in the International Review of Education","year":2025,"lang":"en","type":"article","venue":"International Review of Education","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reading (process); Subject (documents); Automation; Constitution; Cognition; Relation (database); Vocational education; Control reconfiguration","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":[0.003952157,0.0007574889,0.0007855229,0.003468837,0.002287723,0.009778883,0.001112527,0.004004036,0.002540034],"category_scores_gemma":[0.006927043,0.0002230362,0.0003649583,0.00523782,0.02593311,0.01571312,0.00306735,0.007057173,0.0004383616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976545,"about_ca_system_score_gemma":0.003860174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003802749,"about_ca_topic_score_gemma":0.005730081,"domain_scores_codex":[0.9982867,0.0008823902,0.00008543472,0.0001543451,0.0004504484,0.0001406576],"domain_scores_gemma":[0.9918383,0.006836586,0.00038153,0.0002271416,0.0005522962,0.0001641726],"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":[0.00001654051,0.00001321091,0.0001324221,0.0004274226,0.000007166997,0.00005994568,0.005166207,0.0001498101,0.00008144102,0.9562827,0.02022088,0.01744219],"study_design_scores_gemma":[0.000008611768,0.00003066929,0.0007408172,0.001893122,0.000007193138,0.0002505259,0.005506241,0.0002555939,0.0001376192,0.3370739,0.654073,0.00002269414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003354685,0.7464286,0.006142373,0.1766622,0.008057811,0.00001194227,0.00004604576,0.00002907997,0.05926731],"genre_scores_gemma":[0.2448688,0.6489612,0.003003057,0.05032038,0.03194134,0.00007616949,0.00005992489,0.00010146,0.02066769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9977123,"threshold_uncertainty_score":0.02159649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009897305732183644,"score_gpt":0.3054187732967635,"score_spread":0.2955214675645799,"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."}}