{"id":"W2890572214","doi":"10.5430/wjel.v8n2p31","title":"Play with Words——Palindrome: a Method to Make English Vocabulary-learning Interesting","year":2018,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Enthusiasm; Surprise; Competence (human resources); Etymology; Computer science; Linguistics; Reading (process); Mathematics education; Psychology; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00195184,0.0002925381,0.0005064388,0.0008767252,0.0001731103,0.0001571863,0.0004772121,0.0001091843,0.03154363],"category_scores_gemma":[0.00238008,0.0002411341,0.000168536,0.0009776721,0.00007946111,0.0001933997,0.00009274863,0.001300874,0.0001302103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551271,"about_ca_system_score_gemma":0.00005377448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004902749,"about_ca_topic_score_gemma":0.000143205,"domain_scores_codex":[0.9973159,0.0006580252,0.0006724632,0.0003677652,0.0004096052,0.0005762045],"domain_scores_gemma":[0.9971889,0.0005331936,0.0005717634,0.0003763966,0.0009603266,0.0003694092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001247479,0.0002051014,0.004048483,0.00003075686,0.0005786771,0.004068326,0.8802221,0.0003356712,0.001316461,0.0008578308,0.01240413,0.09468491],"study_design_scores_gemma":[0.005151471,0.002790271,0.0072985,0.001104663,0.0002518143,0.001097159,0.3904386,0.00005903904,0.002041151,0.0000171878,0.5887625,0.0009877384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576963,0.002610996,0.009775938,0.0001311518,0.003214527,0.0002328531,0.000006043344,0.000220879,0.1261113],"genre_scores_gemma":[0.9556087,9.840061e-7,0.02498432,0.003571468,0.00744514,0.000008373549,0.000007842134,0.00008859847,0.008284547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5763583,"threshold_uncertainty_score":0.9833161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117707294695533,"score_gpt":0.3173194473302243,"score_spread":0.3055487178606709,"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."}}