{"id":"W2793248580","doi":"10.5539/ijel.v8n4p39","title":"Saudi University Undergraduates’ Beliefs about Language Learning along Gender Lines","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Personality psychology; Aptitude; Test (biology); Foreign language; Language acquisition; Sample (material); First language; Social psychology; Mathematics education; Developmental psychology; Linguistics; Personality","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009530663,0.0002280844,0.0002076596,0.000708989,0.0008921399,0.001356421,0.0001783289,0.0004124019,0.003451169],"category_scores_gemma":[0.002541807,0.0001276055,0.0002044646,0.000305507,0.0007084481,0.0005772161,0.0005869142,0.0004792009,0.0005196988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005618977,"about_ca_system_score_gemma":0.0005392251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007551196,"about_ca_topic_score_gemma":0.009355554,"domain_scores_codex":[0.9995602,0.00007971102,0.00004118045,0.00003263749,0.0001813439,0.0001049074],"domain_scores_gemma":[0.9975452,0.000480133,0.0007471185,0.00008256763,0.0005653509,0.0005795839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002224077,0.0003834956,0.8786004,0.0001014013,0.00003120089,0.0005308189,0.07515701,0.0001076948,0.004528439,0.001034343,0.0009863819,0.03831633],"study_design_scores_gemma":[0.00001632329,0.0008201292,0.8713368,0.0001505136,0.00003501973,0.0008283758,0.1168518,0.0004985206,0.001187676,0.0007451171,0.007480117,0.00004985527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982779,0.00016721,0.00003623665,0.0002300996,0.000007514695,0.000004375067,0.00001652969,0.000001798439,0.001258374],"genre_scores_gemma":[0.9989391,0.0001419581,0.00003162604,0.000090628,0.000003331117,0.000002489014,0.00001409481,5.968373e-7,0.000776235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007551196,"threshold_uncertainty_score":0.01501447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505247807833538,"score_gpt":0.2702035622451388,"score_spread":0.2451510841668034,"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."}}