{"id":"W131214649","doi":"10.34917/4798011","title":"Beliefs in Action: Ideologies, Motivations, and Capital among English as a Second Language Learners","year":2020,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Action (physics); Linguistics; Capital (architecture); Sociology; English language; Psychology; Social psychology; Political science; Mathematics education; History; Politics; Philosophy; Law","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":[0.003200192,0.0003722307,0.0003565137,0.001553829,0.003138213,0.006790138,0.0006872657,0.001258947,0.001892513],"category_scores_gemma":[0.004851285,0.0003811881,0.0003998745,0.0004740465,0.00512762,0.001961095,0.004006162,0.002253751,0.0001950427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788611,"about_ca_system_score_gemma":0.001521707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061484,"about_ca_topic_score_gemma":0.01370065,"domain_scores_codex":[0.99839,0.0006506942,0.00007673982,0.0001404249,0.0003425956,0.0003995677],"domain_scores_gemma":[0.9965349,0.001302186,0.0008902527,0.00009145031,0.0002861107,0.0008950638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008979275,0.0009191608,0.3996083,0.00006443218,0.00003664166,0.0005272197,0.5779974,0.0001150442,0.001474396,0.00579338,0.0003445295,0.01302971],"study_design_scores_gemma":[0.00001984747,0.0001728635,0.2245316,0.00009920914,0.000025696,0.0002907753,0.7679798,0.0006425863,0.0003863337,0.002694491,0.003114271,0.00004253881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974185,0.00006845957,0.00005694267,0.0002224403,0.000004040299,0.000008590197,0.000004290397,8.146647e-7,0.002215826],"genre_scores_gemma":[0.9991201,0.00009324302,0.00006989091,0.00005826475,0.000002811708,0.00001254867,0.000008133386,0.000001097015,0.0006338751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061484,"threshold_uncertainty_score":0.02110612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526545611625292,"score_gpt":0.2154886058113244,"score_spread":0.1802231496950714,"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."}}