{"id":"W2805061215","doi":"10.31468/cjsdwr.615","title":"The Grammar of Social Justice: Gender Non-Binary Pronouns and the Writing Centre","year":2018,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Transformative learning; Systemic functional grammar; Sociology; Grammar; Psychology; Linguistics; Gender studies; Pedagogy; Political science","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":[0.01027596,0.0006085641,0.0004874299,0.002241061,0.01028534,0.01131699,0.00130515,0.002313613,0.00378977],"category_scores_gemma":[0.01805418,0.0003630219,0.0003302295,0.001857126,0.04987417,0.01053104,0.00696096,0.004117528,0.0006102026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004982435,"about_ca_system_score_gemma":0.003102754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303744,"about_ca_topic_score_gemma":0.004861598,"domain_scores_codex":[0.9819308,0.01438074,0.0004508794,0.0011635,0.00141951,0.0006546014],"domain_scores_gemma":[0.9854736,0.0105263,0.001193243,0.001174536,0.001056191,0.0005760418],"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":[0.00001311869,0.000009199355,0.0005082713,0.00004441564,0.000003457686,0.0001922985,0.2160068,0.00004921035,0.0002781858,0.7733493,0.001681521,0.007864062],"study_design_scores_gemma":[0.00002175242,0.00003349778,0.001456718,0.0003703016,0.0000128593,0.000775963,0.2145551,0.0007252896,0.001401466,0.5158409,0.2647571,0.00004886371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1882564,0.005215235,0.07364486,0.04376264,0.001438137,0.00008375433,0.00008763067,0.0002992637,0.687212],"genre_scores_gemma":[0.9879571,0.0003483168,0.003501346,0.0006779248,0.0001289596,0.00002590573,0.00001632838,0.0001224337,0.007221752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01131699,"threshold_uncertainty_score":0.05434513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07480043575308194,"score_gpt":0.4209157826260045,"score_spread":0.3461153468729226,"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."}}