{"id":"W6981053783","doi":"","title":"The development of second language productive vocabulary&#13;\\nin an intensive ESL classroom","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Cultural Differences and Values","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Vocabulary; Vocabulary development; Lexical density; Spoken language; Lexical item; Written language; Lexical diversity; Word lists by frequency; Word (group theory)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009186884,0.0003489417,0.000369828,0.0007561133,0.0008993534,0.00195828,0.0005712454,0.0003425951,0.0016888],"category_scores_gemma":[0.002846033,0.0001932336,0.0001858222,0.0003832737,0.000845743,0.0008606202,0.001093998,0.000462634,0.0003556237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164452,"about_ca_system_score_gemma":0.002491955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1041505,"about_ca_topic_score_gemma":0.1808788,"domain_scores_codex":[0.9994074,0.00008610106,0.00002544167,0.0001194513,0.0002216935,0.0001397873],"domain_scores_gemma":[0.9978679,0.0004946566,0.0004110413,0.0001176128,0.0006657983,0.0004429268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004745264,0.001817738,0.6212116,0.0003900638,0.00006063641,0.002086654,0.1539356,0.0003957273,0.07624502,0.0008650091,0.001049587,0.1414678],"study_design_scores_gemma":[0.0000090255,0.0003944928,0.9644009,0.00004549858,0.00001568984,0.0001636313,0.02711115,0.0002961695,0.004164547,0.0001393693,0.003236004,0.00002346159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990061,0.00003069946,0.00005528944,0.00001000271,9.485071e-7,0.000009364993,0.00002571234,0.000004243931,0.0008577441],"genre_scores_gemma":[0.9972998,0.0000636773,0.0002660698,0.00001184645,0.000001172814,0.00002874601,0.00007730988,0.000003748756,0.002247565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041505,"threshold_uncertainty_score":0.2070886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795949010366458,"score_gpt":0.3482902228805995,"score_spread":0.2903307327769349,"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."}}