{"id":"W7103881029","doi":"10.5281/zenodo.17509234","title":"Writing Pressure: Fiscal Form, Emotional Grammar, and the Aesthetics of Institutional Tension","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Praxis; Bureaucracy; Perspective (graphical); Cognitive reframing; Grammar; Narrative; Syntax; Visualization; Generative grammar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001475381,0.0001488346,0.0002189537,0.00009517049,0.008068059,0.000648828,0.0007416428,0.0001456953,0.001576388],"category_scores_gemma":[0.001268254,0.0001185915,0.0001086197,0.0008255375,0.002714546,0.0002428833,0.001105989,0.0003548787,0.000142959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009473574,"about_ca_system_score_gemma":0.00002154016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235506,"about_ca_topic_score_gemma":0.000003969159,"domain_scores_codex":[0.9976057,0.000710087,0.0004067519,0.0003229549,0.0006162953,0.00033823],"domain_scores_gemma":[0.9985752,0.0001006694,0.0001815458,0.0001929177,0.000839625,0.0001100027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001779184,0.0001318178,0.00003128531,0.0001311955,0.00009748006,0.000001929098,0.007969203,0.00008017652,0.0001773276,0.8141086,0.01527549,0.1618176],"study_design_scores_gemma":[0.001513354,0.00009718881,0.004173221,0.0002011874,0.0001118872,0.00002652743,0.005290899,0.006078052,0.00001853513,0.01543361,0.9668723,0.0001832295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2015039,0.003879098,0.008184521,0.05745686,0.001566834,0.003512327,0.001036728,0.0007521505,0.7221076],"genre_scores_gemma":[0.9955391,0.001120695,0.00009720193,0.0002213249,0.0001807476,4.967846e-8,0.0002880887,0.0001557525,0.002397095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9515968,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273414474276611,"score_gpt":0.2569505645453228,"score_spread":0.2342164198025567,"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."}}