{"id":"W4366783293","doi":"10.5539/ijel.v13n3p24","title":"The Influence of L2 English on Attitudes Towards Gender-Neutral Job Titles","year":2023,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Markedness; Arabic; Demographics; Perception; Psychology; Social psychology; American English; English language; Linguistics; Sociology; Demography; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001272443,0.00009794367,0.0001588243,0.0001370044,0.000212011,0.0001008572,0.0009835976,0.00006620446,0.00002614988],"category_scores_gemma":[0.1510188,0.0000752153,0.0001280524,0.0002011726,0.0003361205,0.00005222686,0.000131887,0.0002793707,0.00001040385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315211,"about_ca_system_score_gemma":0.0002582472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082771,"about_ca_topic_score_gemma":0.000223203,"domain_scores_codex":[0.9980951,0.0001021143,0.0004514966,0.0001024278,0.001024652,0.0002241985],"domain_scores_gemma":[0.9827818,0.0007983557,0.0003479327,0.0001324194,0.01586411,0.00007533386],"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":[0.000234091,0.0002773702,0.04367697,0.00005432847,0.001419881,0.0002923892,0.2146019,0.01798566,0.00003407933,0.5964023,0.1205622,0.004458763],"study_design_scores_gemma":[0.0004981895,0.0001218835,0.07963424,0.0001162695,0.00004723706,7.203554e-7,0.02310345,0.00001294247,0.0002886262,0.006284697,0.8897027,0.0001890853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884913,0.0003140915,0.00001459608,0.0001754494,0.0368319,0.0001005572,0.00004623047,0.00007035499,0.3739555],"genre_scores_gemma":[0.9855087,0.0007514052,0.0002232304,0.00008866271,0.01301658,0.000001557166,0.000001524781,0.0000115574,0.0003967949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7691404,"threshold_uncertainty_score":0.8561325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925826570396557,"score_gpt":0.3633547374725571,"score_spread":0.3240964717685916,"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."}}