{"id":"W4220852420","doi":"10.5539/ells.v12n2p32","title":"A Grammatical-Lexicographic Study of Structure in Some Selected Samples of Second Language Mental Lexicon of Kuwaiti Speakers","year":2022,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Word Association; Vocabulary; Psychology; First language; Lexicon; Test (biology); Meaning (existential); Association (psychology); Mental lexicon","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":[0.0002569261,0.0001933368,0.0001853681,0.001742868,0.001104771,0.001022283,0.0001931938,0.0002662168,0.002258003],"category_scores_gemma":[0.001714487,0.0002525306,0.000155332,0.001227707,0.001208616,0.0006145469,0.0006448163,0.0003281595,0.0003372882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121725,"about_ca_system_score_gemma":0.0005477309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753814,"about_ca_topic_score_gemma":0.04398216,"domain_scores_codex":[0.9998679,0.00002832018,0.00001432345,0.00002899145,0.000026311,0.00003407785],"domain_scores_gemma":[0.9994366,0.0002120639,0.0001127324,0.00006087563,0.000117754,0.00006008482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001304709,0.0003030438,0.6485874,0.00009556491,0.00002571751,0.001232225,0.2979429,0.00005183618,0.03280566,0.000860996,0.0002047015,0.01775958],"study_design_scores_gemma":[0.000004759372,0.0001252508,0.9211159,0.000008907769,0.00001530074,0.001085639,0.07430061,0.0001261085,0.00142596,0.0001730279,0.001607298,0.00001118024],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999423,0.00001084157,0.00002129335,0.000005664924,3.77251e-7,0.000004277908,0.00001334563,4.893001e-7,0.0005206472],"genre_scores_gemma":[0.9991008,0.00003815352,0.0001136987,0.00001116521,7.479171e-7,0.000009750071,0.00005443606,0.000002025193,0.0006691974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753814,"threshold_uncertainty_score":0.03487211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067440829509742,"score_gpt":0.2921937080273153,"score_spread":0.2815192997322179,"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."}}