{"id":"W4404826245","doi":"10.1111/ijal.12666","title":"A Multiple‐Choice Exercise on Collocations: What Do Learners Actually Remember?","year":2024,"lang":"en","type":"article","venue":"International Journal of Applied Linguistics","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Linguistics; Cognitive psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004069005,0.0001557776,0.0001888682,0.000445274,0.0000558078,0.0004577838,0.0004268652,0.0001126727,0.007797802],"category_scores_gemma":[0.001569538,0.0001426621,0.0001360831,0.0001659411,0.00005183351,0.00006342991,0.00003385136,0.0005748291,0.0005545257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292444,"about_ca_system_score_gemma":0.0001074985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008618432,"about_ca_topic_score_gemma":0.000002023112,"domain_scores_codex":[0.9985092,0.00003445898,0.0005305102,0.0002193063,0.0005323685,0.0001741331],"domain_scores_gemma":[0.9977773,0.001127393,0.0002533738,0.0001768943,0.00055469,0.0001103565],"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":[0.002660651,0.0008961879,0.0002541151,0.00007785419,0.002207467,0.003740036,0.05367615,0.007854962,0.00150107,0.4130482,0.06407622,0.4500071],"study_design_scores_gemma":[0.001728564,0.0001889585,0.000405267,0.001214035,0.0001498795,0.0001698502,0.02957996,0.0008274345,0.0004901856,0.002161764,0.9627424,0.0003416583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2587677,0.04246447,0.004637454,0.002575668,0.1001204,0.0009021451,0.0000847937,0.0005241585,0.5899232],"genre_scores_gemma":[0.9904391,0.0002715215,0.001029867,0.00284794,0.004439945,0.00001007118,0.00002348001,0.00003940592,0.0008987075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8986662,"threshold_uncertainty_score":0.9931092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060382683341183,"score_gpt":0.3464685055992148,"score_spread":0.3258646787658029,"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."}}