{"id":"W2895759360","doi":"10.1002/tesq.478","title":"The Error in Trial and Error: Exercises on Phrasal Verbs","year":2018,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Victoria University of Wellington","keywords":"Set (abstract data type); Error analysis; Psychology; Computer science; Linguistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01775805,0.0008667533,0.001079156,0.0007959362,0.0004167149,0.001225153,0.00134335,0.001351813,0.001929274],"category_scores_gemma":[0.1439888,0.0005033435,0.0003539035,0.0005248497,0.001450681,0.002001146,0.001559369,0.001442556,0.0006080829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782192,"about_ca_system_score_gemma":0.00089208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500663,"about_ca_topic_score_gemma":0.0005139183,"domain_scores_codex":[0.9786506,0.01321605,0.002369636,0.001917623,0.003368684,0.0004773545],"domain_scores_gemma":[0.734262,0.2366322,0.01310306,0.01001054,0.004510533,0.001481743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01817009,0.01478087,0.07256114,0.001959416,0.0003604169,0.0007216498,0.01213162,0.00351555,0.05621607,0.001612177,0.001698995,0.8162721],"study_design_scores_gemma":[0.007605757,0.1334548,0.407689,0.003181808,0.001273725,0.007970727,0.01057447,0.06474782,0.3169588,0.01763799,0.02811192,0.0007933292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9829208,0.00047992,0.01413534,0.0001585796,0.00007239907,0.0005220982,0.00004592806,0.0001478478,0.00151702],"genre_scores_gemma":[0.9692423,0.0003354469,0.02742332,0.0001735145,0.00004383173,0.0005871918,0.00009954619,0.00006253006,0.002032347],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01775805,"threshold_uncertainty_score":0.09391469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843696649528885,"score_gpt":0.3513409058437909,"score_spread":0.322903939348502,"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."}}