{"id":"W3217678450","doi":"10.1002/tesj.640","title":"To what extent does productive derivational knowledge of adult L1 speakers and L2 learners at two educational levels differ?","year":2021,"lang":"en","type":"article","venue":"TESOL Journal","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Foreign language; Graduate students; Linguistics; English as a foreign language; Second language; Mathematics education; Pedagogy","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":[0.001441682,0.0002269767,0.0004579679,0.0009981324,0.0004835745,0.002535228,0.0003938127,0.0008885708,0.003221287],"category_scores_gemma":[0.008187569,0.0002690235,0.0002969964,0.0004203233,0.001049583,0.001861287,0.0009102456,0.0006856612,0.000758085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461883,"about_ca_system_score_gemma":0.0004197429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976526,"about_ca_topic_score_gemma":0.003680401,"domain_scores_codex":[0.9994352,0.00009467687,0.00004660739,0.0001266831,0.0001940401,0.0001027112],"domain_scores_gemma":[0.9933563,0.002888621,0.00143173,0.0003523198,0.0009214212,0.001049597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004537131,0.0008053377,0.932092,0.00007569908,0.0000864673,0.0004872391,0.0322152,0.000115838,0.0078895,0.0002930425,0.0002063812,0.02527962],"study_design_scores_gemma":[0.00002444527,0.0007933782,0.977896,0.00003905736,0.00004373879,0.0006056065,0.016381,0.0003536653,0.002786362,0.000460619,0.000585223,0.00003085278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993857,0.0000426202,0.00001951861,0.00001738153,0.000001090262,0.000002142675,0.00001411442,0.000001071416,0.0005163351],"genre_scores_gemma":[0.9995083,0.00005209235,0.00004024498,0.00002337869,0.000001609009,0.000004126162,0.0000355908,0.000001245723,0.000333519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003976526,"threshold_uncertainty_score":0.01077622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322320290786383,"score_gpt":0.344843502527918,"score_spread":0.3216202996200541,"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."}}