{"id":"W2753230086","doi":"10.5334/gjgl.374","title":"Singular &lt;i&gt;they&lt;/i&gt; and the syntactic representation of gender in English","year":2017,"lang":"en","type":"article","venue":"Glossa a journal of general linguistics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Coreference; Linguistics; Representation (politics); Grammar; Psychology; Distribution (mathematics); Mathematics; Computer science; Philosophy; Political science; Artificial intelligence; Resolution (logic)","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":[0.0006827377,0.0002272114,0.0002347976,0.001125811,0.001673854,0.003081551,0.0003875164,0.0005714069,0.008187398],"category_scores_gemma":[0.001048578,0.0001958735,0.0001707124,0.001263628,0.006136254,0.005001421,0.001033037,0.001101593,0.001352041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157162,"about_ca_system_score_gemma":0.0005173365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218125,"about_ca_topic_score_gemma":0.01591478,"domain_scores_codex":[0.999617,0.0001480082,0.00002555435,0.0000680287,0.00008670504,0.00005466411],"domain_scores_gemma":[0.9995393,0.0002011105,0.00007896003,0.00006913853,0.0000796794,0.00003183721],"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":[0.00003951444,0.00001012588,0.001602309,0.00009546053,0.000007408212,0.0002212932,0.02467047,0.00006424019,0.004016207,0.9383289,0.007645121,0.02329893],"study_design_scores_gemma":[0.00002115924,0.00006418191,0.02617116,0.0003718175,0.00004567851,0.001118779,0.02595852,0.001039402,0.003137707,0.4923694,0.4496418,0.00006035713],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1862126,0.009700776,0.01978595,0.01203267,0.0004047029,0.00003832182,0.0007106973,0.0003013089,0.770813],"genre_scores_gemma":[0.9564327,0.00315244,0.002786833,0.000799388,0.0002933115,0.00002752456,0.0002183882,0.0002782291,0.03601111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01218125,"threshold_uncertainty_score":0.02738953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185038810847642,"score_gpt":0.328382165924577,"score_spread":0.2965317778161006,"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."}}