{"id":"W90803254","doi":"","title":"A Comparison Study on Word Association between English Native Speakers and Chinese English Learners1/UNE ÉTUDE COMPARATIVE SUR L'ASSOCIATION DE MOTS ENTRE LES LOCUTEURS DE LANGUE MATERNELLE ANGLAISE ET LES APPRENANTS CHINOIS DE L'ANGLAIS","year":2010,"lang":"fr","type":"article","venue":"Canadian social science","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental lexicon; Linguistics; Association (psychology); Lexicon; Word Association; Psychology; First language; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00312979,0.000367281,0.0005520709,0.00038753,0.001165644,0.0004391219,0.0004810234,0.0005764629,0.001311536],"category_scores_gemma":[0.002367336,0.0004102751,0.0001051435,0.001116185,0.0003500324,0.0004043855,0.00006708202,0.00156439,0.00003399414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263841,"about_ca_system_score_gemma":0.0006455649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1365234,"about_ca_topic_score_gemma":0.2842693,"domain_scores_codex":[0.9956221,0.001452737,0.0003851117,0.0006869623,0.000574428,0.001278669],"domain_scores_gemma":[0.9971945,0.0008075031,0.0005395929,0.0001967552,0.0004974189,0.0007641885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001869919,0.0001514996,0.6048297,0.000008825285,0.0001165285,0.00003328448,0.3868765,0.00001816553,0.0001569368,0.0003823191,0.002982368,0.004425141],"study_design_scores_gemma":[0.001200396,0.0001142624,0.8150153,0.00003456157,0.00008715624,0.000001782578,0.1747106,0.0001883637,0.00008100762,0.00003391755,0.008184624,0.0003480868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645347,0.0005592005,0.00002306125,0.001107532,0.001087099,0.0005028008,0.0002419127,0.00008996608,0.03185374],"genre_scores_gemma":[0.9958777,0.00001085691,0.00005628318,0.0010762,0.001388921,0.00002889317,0.00006751037,0.0000358023,0.001457791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.212166,"threshold_uncertainty_score":0.9998349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062888698896833,"score_gpt":0.3366244010032434,"score_spread":0.3159955140142751,"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."}}