{"id":"W6945209946","doi":"10.25392/leicester.data.21252396","title":"Behind The Veil Of Silence: An Exploratory Invistigation Into The Silence Of Female Saudi Arabian Learners Of English","year":2022,"lang":"en","type":"dissertation","venue":"University of Leicester","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Silence; Focus group; Feeling; Qualitative research; Data collection; Recall; Exploratory research; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006157113,0.0009111254,0.0008410824,0.001563704,0.004973644,0.003830125,0.001905993,0.00155009,0.001598781],"category_scores_gemma":[0.01070702,0.0006400375,0.0004807354,0.0006600454,0.004702303,0.002839547,0.004629208,0.001897857,0.0005624054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001911995,"about_ca_system_score_gemma":0.002065023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004552771,"about_ca_topic_score_gemma":0.009836927,"domain_scores_codex":[0.9961258,0.002512305,0.0001467717,0.00032066,0.0004304644,0.0004640172],"domain_scores_gemma":[0.9934905,0.004162803,0.0008353443,0.0002805179,0.0006848756,0.0005460727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005019675,0.00007348179,0.004995072,0.000108168,0.000005468955,0.0007208533,0.987882,0.00001385099,0.001482797,0.0002265564,0.0002100655,0.004231508],"study_design_scores_gemma":[0.000004279331,0.0001907736,0.003665644,0.0001116421,0.000007660491,0.0004381678,0.9912454,0.00006018608,0.0006694918,0.00009854711,0.003491988,0.00001614969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972972,0.000351196,0.0006814771,0.000454868,0.00002510347,0.00009605942,0.00005123511,0.000006669683,0.001036194],"genre_scores_gemma":[0.9957131,0.0006569747,0.0009275145,0.0004887968,0.000036339,0.0001940778,0.00005425112,0.00001886106,0.001910108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006157113,"threshold_uncertainty_score":0.03256232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824617239346415,"score_gpt":0.336933245841868,"score_spread":0.2986870734484038,"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."}}