{"id":"W1967498427","doi":"10.1075/jls.3.1.01mur","title":"Preface to the special issue","year":2014,"lang":"en","type":"article","venue":"Journal of Language and Sexuality","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001804889,0.001599691,0.001462178,0.003750254,0.002539195,0.006564768,0.001681127,0.003718399,0.5195646],"category_scores_gemma":[0.01177243,0.0005398017,0.0009749143,0.002068141,0.0006246914,0.003348415,0.002466406,0.004527196,0.3951839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886686,"about_ca_system_score_gemma":0.002771284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788783,"about_ca_topic_score_gemma":0.003154756,"domain_scores_codex":[0.9986613,0.0001526972,0.0001285311,0.0001818172,0.0006996886,0.0001759726],"domain_scores_gemma":[0.9892292,0.001465212,0.0004463501,0.0006228574,0.006039598,0.002196894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000734818,0.000007728077,0.00001931064,0.00003586738,6.054056e-7,0.00001573024,0.000007345664,0.000007862281,0.00002810684,0.0002081643,0.9933877,0.006274203],"study_design_scores_gemma":[0.000007053847,0.00001459144,0.0003018253,0.0001130377,0.000002033528,0.00004381331,0.00003153014,0.00002368285,0.00004160319,0.0005880968,0.9988269,0.000005761807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003943167,0.004293832,0.0009227583,0.03953955,0.7285554,0.0005306439,0.004790484,0.001137818,0.2198352],"genre_scores_gemma":[0.002368824,0.00439894,0.0006435346,0.0103017,0.3422423,0.000359298,0.005277801,0.0008823145,0.6335253],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5195646,"threshold_uncertainty_score":0.6852827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457848182885934,"score_gpt":0.4634271958382658,"score_spread":0.4176423775496724,"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."}}