{"id":"W3022849971","doi":"10.5334/gjgl.1000","title":"Gender diversity and morphosyntax: An account of singular <i>they</i>","year":2020,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pronoun; Linguistics; sort; Diversity (politics); Transgender; Identity (music); Psychology; Grammatical gender; Sociology; Computer science; Gender studies; Philosophy; Noun","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":[0.001064282,0.0004145698,0.0003378151,0.001939555,0.002574578,0.004423405,0.001259288,0.001495109,0.01023807],"category_scores_gemma":[0.001786494,0.0003228702,0.0004299337,0.001711333,0.009456068,0.008522416,0.002721023,0.001808636,0.001085637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099096,"about_ca_system_score_gemma":0.0006190302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430843,"about_ca_topic_score_gemma":0.005392626,"domain_scores_codex":[0.9993529,0.0002555836,0.00002737002,0.0001416309,0.0001333363,0.00008916784],"domain_scores_gemma":[0.9993376,0.0003557921,0.00008042272,0.0001047882,0.00006233793,0.0000590287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001791715,0.000007609606,0.001395538,0.00002325996,0.000004260805,0.0003219475,0.01607492,0.00009068881,0.0007135609,0.9733482,0.001631028,0.006370974],"study_design_scores_gemma":[0.00001691667,0.00002341111,0.007898482,0.0001145485,0.00002349496,0.001173805,0.01277585,0.002791672,0.0006046743,0.881451,0.09309038,0.00003588134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.171914,0.005598139,0.06728811,0.01202835,0.0003210389,0.00008183825,0.000516748,0.0003110612,0.7419407],"genre_scores_gemma":[0.9799079,0.0008955711,0.006935812,0.0005621555,0.0002058607,0.00004489734,0.0001573994,0.0002182483,0.01107218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023807,"threshold_uncertainty_score":0.03424978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310161491276278,"score_gpt":0.2901693379297158,"score_spread":0.247067723016953,"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."}}