{"id":"W4414909203","doi":"10.1017/9781009552356.006","title":"To Put It Delicately","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Euphemism; Grammar; Term (time); Phenomenon; Unintended consequences; Expression (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002758846,0.0001958073,0.0002133318,0.0002011339,0.0005484996,0.00009676917,0.0006963683,0.0003307951,0.00004952435],"category_scores_gemma":[0.0001048089,0.0002540406,0.0001329014,0.00001900505,0.0002420238,0.0001370081,0.0001596349,0.0003713294,0.0001445735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859262,"about_ca_system_score_gemma":0.0008627074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427571,"about_ca_topic_score_gemma":0.0002083918,"domain_scores_codex":[0.9987531,0.00009609773,0.0001261942,0.0003992681,0.0003548599,0.0002704384],"domain_scores_gemma":[0.9986212,0.0003953704,0.0001367113,0.0003128416,0.0002686044,0.0002652956],"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":[0.00002537341,0.00000457151,0.00000136276,0.00001831946,0.00004428972,0.00001594026,0.0007551321,2.014542e-7,0.000001517108,0.6699696,0.3277567,0.001407044],"study_design_scores_gemma":[0.00007891045,0.00001365228,0.000007894759,0.0001073919,0.0001206135,5.791921e-7,0.001189747,3.438796e-7,0.00001566139,0.00005699187,0.9981505,0.0002576763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001041419,0.0001005543,0.00007480983,0.006175325,0.0004882808,0.0003760674,0.0001092529,0.00009462533,0.9925707],"genre_scores_gemma":[0.0005134918,0.0001568309,0.0001988739,0.001665378,0.0003654918,0.000001096117,0.00002599295,0.00001426693,0.9970586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6703938,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08680958957752255,"score_gpt":0.3065227132841898,"score_spread":0.2197131237066673,"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."}}