{"id":"W4410798434","doi":"10.1017/9781009366144.006","title":"Grammar","year":2025,"lang":"en","type":"book-chapter","venue":"Language and Literacy","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Grammar; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021913,0.0005971264,0.0004035758,0.0009942941,0.002136192,0.00430598,0.001013254,0.001434746,0.05083378],"category_scores_gemma":[0.002275657,0.0002495364,0.0004344646,0.001027719,0.00595714,0.003792376,0.002351372,0.002111879,0.02097145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003239033,"about_ca_system_score_gemma":0.002314794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004028743,"about_ca_topic_score_gemma":0.004788545,"domain_scores_codex":[0.9989288,0.0003161289,0.00005641837,0.0002829376,0.0003104674,0.0001051614],"domain_scores_gemma":[0.9992256,0.000279397,0.00004519032,0.0001866329,0.0002037388,0.00005950078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000405611,0.000005732636,0.0001266743,0.00004938286,0.000002564957,0.00005067853,0.001497019,0.0001508676,0.0001264582,0.9139196,0.04949572,0.03457118],"study_design_scores_gemma":[0.000001720957,0.000005051179,0.0001608603,0.00005949766,0.000001325295,0.0001252608,0.0002781058,0.0001066066,0.0001041211,0.159211,0.8399419,0.00000463972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001867566,0.003295812,0.01530123,0.004832108,0.0005946142,0.00006190542,0.0003841858,0.0003550944,0.9733074],"genre_scores_gemma":[0.1276828,0.007061979,0.02234821,0.003352081,0.0007779946,0.0001732768,0.001411865,0.0009432095,0.8362485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05083378,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149565289893309,"score_gpt":0.3059508046853779,"score_spread":0.2944551517864449,"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."}}