{"id":"W2126960115","doi":"10.5539/elt.v5n5p9","title":"Phrasal Verbs in Malaysian ESL Textbooks","year":2012,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Linguistics; Verb; Presentation (obstetrics); Inclusion (mineral); Empirical research","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":[0.001154991,0.0001922083,0.0002128532,0.0002420103,0.0001162975,0.00005599045,0.0002165129,0.0001524212,0.04418333],"category_scores_gemma":[0.0003931144,0.0001928077,0.00008471643,0.0001160487,0.00002971386,0.0003301992,0.00005778113,0.001031275,0.0007693493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964447,"about_ca_system_score_gemma":0.000009400804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004292978,"about_ca_topic_score_gemma":0.00002070391,"domain_scores_codex":[0.9981244,0.0005045139,0.0002648534,0.0002747457,0.0001596088,0.0006718641],"domain_scores_gemma":[0.9991506,0.000184139,0.00008082601,0.0004109748,0.000009366122,0.0001640739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003310408,0.0002126756,0.01807872,0.00001224024,0.00003759409,0.0002619895,0.9202259,0.00000876211,0.001204937,0.009099167,0.0018048,0.04902011],"study_design_scores_gemma":[0.003037376,0.00009239534,0.05894668,0.0001065376,0.00004147987,0.0001302957,0.8494242,0.00006721747,0.0004494975,0.00003190996,0.08672376,0.0009486941],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7161391,0.004493159,0.0001046472,0.00003003527,0.001034493,0.0001010787,0.000003447735,0.0002449284,0.2778491],"genre_scores_gemma":[0.9897358,5.65931e-7,0.0004705286,0.002752567,0.002129741,0.00002659961,0.00004004033,0.00005162761,0.004792557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2735967,"threshold_uncertainty_score":0.9888685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067537620881005,"score_gpt":0.3116208158469815,"score_spread":0.3009454396381715,"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."}}