{"id":"W2151417076","doi":"10.3968/j.css.1923669720100606.005","title":"A Comparison Study on Word Association Between English Native Speakers and Chinese English Learners","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental lexicon; Word Association; Linguistics; Association (psychology); Lexicon; Psychology; First language; Noun","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036954,0.0002543809,0.0003477974,0.001247149,0.0007764199,0.001135935,0.0002420306,0.000309042,0.002297252],"category_scores_gemma":[0.004175249,0.0001600134,0.0003034015,0.0007518324,0.0006951907,0.0009698906,0.000892642,0.0003014852,0.0003276652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108795,"about_ca_system_score_gemma":0.000584409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006039985,"about_ca_topic_score_gemma":0.007364996,"domain_scores_codex":[0.9991033,0.0001552713,0.0001641157,0.0001922529,0.0002435767,0.0001415022],"domain_scores_gemma":[0.9967709,0.00152241,0.0004557862,0.0001829567,0.0006720144,0.0003958757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004119693,0.0002332255,0.8854438,0.000116094,0.00006360737,0.0009402704,0.08077306,0.00003443739,0.01150607,0.0002989979,0.0001397876,0.02003872],"study_design_scores_gemma":[0.00001451297,0.000731936,0.9342746,0.00001672469,0.00004450529,0.001400973,0.05965729,0.0001949927,0.002192486,0.0001594522,0.001283165,0.00002932695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995955,0.00002480177,0.00002756064,0.000005859001,0.000001937186,0.000003062398,0.00001195494,6.962637e-7,0.0003285984],"genre_scores_gemma":[0.9994075,0.00004316221,0.00008157422,0.00001394182,0.000003134031,0.000008658453,0.00004853205,0.000001699279,0.0003918596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006039985,"threshold_uncertainty_score":0.01200962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555868305618352,"score_gpt":0.3247377859022043,"score_spread":0.3091791028460208,"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."}}