{"id":"W7133110851","doi":"","title":"&quot;I Got Accepted&quot;: Perceptions of Saudi Graduate Students on Factors influencing their Application Experience","year":2016,"lang":"","type":"dissertation","venue":"TSpace","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Gatekeeping; Curriculum; Qualitative research; Graduate students; Qualitative analysis; Process (computing)","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":[0.004025033,0.0002115361,0.0002590916,0.0004150914,0.00274722,0.003875475,0.0005304289,0.001039591,0.003752962],"category_scores_gemma":[0.008696442,0.0001555975,0.0002228458,0.0004510947,0.002962188,0.00152261,0.002141672,0.001421838,0.0008892167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014095,"about_ca_system_score_gemma":0.002340554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007350334,"about_ca_topic_score_gemma":0.009241819,"domain_scores_codex":[0.9978071,0.001041043,0.0001291786,0.0001139487,0.0004921623,0.0004165613],"domain_scores_gemma":[0.9950837,0.001486251,0.0006004241,0.0001913862,0.001251922,0.001386335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005190832,0.0001044664,0.03934989,0.0001392097,0.000006778045,0.0008736196,0.9303559,0.00006623473,0.003430798,0.001388018,0.002175033,0.02205813],"study_design_scores_gemma":[0.000002629243,0.0001654578,0.01295734,0.00009690531,0.000004579087,0.0003164309,0.97236,0.0001295161,0.0005822081,0.0001370482,0.01322509,0.00002281666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937122,0.0001659422,0.0003394363,0.001989922,0.00004617886,0.00001755586,0.00002785004,0.000007281583,0.00369362],"genre_scores_gemma":[0.9950165,0.0002290537,0.0002506524,0.0007509657,0.00001674172,0.00001908696,0.00001776918,0.000006744309,0.003692484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007350334,"threshold_uncertainty_score":0.02128661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06603167952316759,"score_gpt":0.3814637595424875,"score_spread":0.3154320800193199,"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."}}