{"id":"W4410344544","doi":"10.1080/0950236x.2025.2488618","title":"A letter of sorts","year":2025,"lang":"en","type":"article","venue":"Textual Practice","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"History; Philosophy; Literature; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.003384406,0.0008431788,0.0008619534,0.001025759,0.009754511,0.009943904,0.001469574,0.008649259,0.08956924],"category_scores_gemma":[0.03577606,0.0005227418,0.0005867805,0.0008690084,0.003826515,0.008004978,0.004299113,0.02090131,0.04585997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003924218,"about_ca_system_score_gemma":0.004916152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295588,"about_ca_topic_score_gemma":0.02298296,"domain_scores_codex":[0.9959459,0.001070122,0.0001709522,0.0007582997,0.001474036,0.0005807896],"domain_scores_gemma":[0.9866679,0.002868642,0.0003774324,0.0008516674,0.006362813,0.002871537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007972404,0.000002717513,0.00002572182,0.00001164527,9.350889e-7,0.00004459106,0.0001570021,0.000002899962,0.00003353938,0.002088464,0.9951799,0.002444617],"study_design_scores_gemma":[0.000002057686,0.000004155748,0.00007307284,0.00005326276,9.109764e-7,0.00008088034,0.0006431382,0.00001019305,0.00003573261,0.0007781116,0.9983114,0.000007167312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004252165,0.00514945,0.0004143247,0.7686424,0.1829926,0.00002218544,0.0001666115,0.0002210668,0.04196611],"genre_scores_gemma":[0.007682949,0.003431008,0.0005017072,0.5310341,0.04517088,0.00004488914,0.0001498259,0.0004338634,0.4115507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08956924,"threshold_uncertainty_score":0.299639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176716761321962,"score_gpt":0.4224154150400599,"score_spread":0.3706482474268403,"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."}}