{"id":"W4214848452","doi":"10.1017/s0047404521000804","title":"Editors’ Note","year":2021,"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":"Content (measure theory); Action (physics); Computer science; Information retrieval; Mathematics; Physics; Mathematical analysis","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":[0.0001576017,0.00003201753,0.00005604492,0.000004337452,0.0002402795,0.00002017342,0.00004768177,0.00006040113,0.0002491537],"category_scores_gemma":[0.0000797189,0.00003070251,0.00008489131,0.0002835325,0.0001002997,0.000052941,0.00003089479,0.00008049981,0.00001577273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007174879,"about_ca_system_score_gemma":0.0001051007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974597,"about_ca_topic_score_gemma":0.007707651,"domain_scores_codex":[0.9995192,0.00005091195,0.00005455033,0.00009327635,0.0001346748,0.0001474458],"domain_scores_gemma":[0.9997795,0.00006621742,0.00001301187,0.00007505297,0.00003588613,0.00003033797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001978023,0.00008769926,0.004095766,0.00001637076,0.00002383471,0.0002168517,0.7434003,0.0000240581,0.001492111,0.02181338,0.2198258,0.00900184],"study_design_scores_gemma":[0.000123181,0.000001711359,0.002161188,0.000007296695,0.000003572348,4.897549e-7,0.1031606,0.00002096827,0.00009949376,0.0001239079,0.8942372,0.00006036976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.421731,0.004486121,0.0003623707,0.03469134,0.007560572,0.0002606363,0.00003481294,0.0002432226,0.5306299],"genre_scores_gemma":[0.9628735,0.0002733819,0.002486039,0.0006569524,0.006801723,0.000003029905,0.000007786324,0.000007066155,0.02689055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6744114,"threshold_uncertainty_score":0.430105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113241062390719,"score_gpt":0.3258241104513952,"score_spread":0.3145000042123233,"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."}}