{"id":"W7117459761","doi":"10.1017/s0047404525101899","title":"Editors’ Note","year":2025,"lang":"en","type":"article","venue":"Language in Society","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Action (physics); Content (measure theory); Key (lock); Relation (database)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001958796,0.00003225498,0.0000544608,0.00001145013,0.0002728497,0.00001646187,0.00007145965,0.00006328723,0.00006660876],"category_scores_gemma":[0.00005870812,0.00002947017,0.00007212837,0.0003568428,0.0001309758,0.00004473594,0.0000293922,0.00007803348,0.000007980578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256881,"about_ca_system_score_gemma":0.00007760079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287342,"about_ca_topic_score_gemma":0.005559313,"domain_scores_codex":[0.9995993,0.00003484299,0.00005662903,0.00008083665,0.00009193436,0.0001364808],"domain_scores_gemma":[0.999807,0.00007717981,0.00001152376,0.00006761996,0.00001925055,0.00001743038],"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":[0.000003893199,0.00006166477,0.006264654,0.00002268554,0.00002726891,0.00001784113,0.4090487,0.00002284417,0.0003343019,0.0779658,0.4921904,0.01403994],"study_design_scores_gemma":[0.0001322817,0.000001674433,0.003393349,0.00001327921,0.000004258835,3.395525e-8,0.05550078,0.00003476554,0.000021281,0.0003124977,0.94054,0.00004578421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1386473,0.001915549,0.0005937819,0.02803987,0.006001296,0.0003367103,0.00001385878,0.0002005962,0.8242511],"genre_scores_gemma":[0.9571636,0.0001220177,0.0009341092,0.0006983014,0.002411495,0.00000437874,0.000002190127,0.000003208891,0.03866074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8185163,"threshold_uncertainty_score":0.6481208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007538527079258465,"score_gpt":0.3362089971398031,"score_spread":0.3286704700605446,"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."}}