{"id":"W1556810913","doi":"10.3968/j.sll.1923156320130603.2551","title":"An Arab EFL context: does variance in anxiety and motivation across gender impact language attainment?","year":2013,"lang":"en","type":"article","venue":"BRAC University Institutional Repository (BRAC University)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Context (archaeology); Documentation; English language; Mathematics education; Pedagogy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001461046,0.0001935446,0.0001797955,0.0002458145,0.001688511,0.0002049297,0.0002449046,0.0001063255,0.0002680235],"category_scores_gemma":[0.0000303781,0.0001897517,0.00008582285,0.0001263005,0.0004987789,0.002411066,0.00009919923,0.000361331,0.00002368729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123912,"about_ca_system_score_gemma":0.0001429309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006557453,"about_ca_topic_score_gemma":0.001101409,"domain_scores_codex":[0.9987678,0.000215006,0.0001314329,0.0003866639,0.0002096783,0.0002894136],"domain_scores_gemma":[0.9992975,0.00008839577,0.0001285324,0.0002065771,0.000122629,0.00015637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004815579,0.00101838,0.4655985,0.0001192024,0.0003180088,0.001192347,0.1525735,0.004243676,0.006037935,0.3613484,0.0004981855,0.006570207],"study_design_scores_gemma":[0.003145973,0.0002416266,0.6179948,0.0001601008,0.00008851798,0.00009327795,0.207913,0.002548977,0.0002720455,0.0002787311,0.166294,0.0009689177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557979,0.00003745252,0.000318206,0.00007669868,0.0002053645,0.0001823819,0.00004545211,0.0001117255,0.04322488],"genre_scores_gemma":[0.9856261,0.00001595786,0.0001043975,0.00007347374,0.0001643044,2.320215e-7,0.00004995134,0.000008862597,0.01395669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3610697,"threshold_uncertainty_score":0.9996111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143500950848838,"score_gpt":0.2195374843103644,"score_spread":0.2051873892254805,"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."}}