{"id":"W2987676826","doi":"10.1017/s0272263119000561","title":"CONTEXTUAL WORD LEARNING IN THE FIRST AND SECOND LANGUAGE","year":2019,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Reading and Literacy Development","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Task (project management); Reading (process); Cognitive psychology; Context (archaeology); Meaning (existential); Vocabulary; Computer science; Linguistics","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":[0.0005811481,0.0002391926,0.0002935659,0.0002287796,0.0001413813,0.0004304678,0.0002694907,0.0002388271,0.001499981],"category_scores_gemma":[0.002776298,0.0001123715,0.0001147102,0.000104679,0.000726885,0.0005241555,0.0005266969,0.0004735775,0.0001432524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694532,"about_ca_system_score_gemma":0.0004158062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00098489,"about_ca_topic_score_gemma":0.001378825,"domain_scores_codex":[0.999656,0.00009099539,0.00002063032,0.00009663766,0.00009386759,0.00004183232],"domain_scores_gemma":[0.9983947,0.0006229079,0.0003714068,0.0002484699,0.0001643204,0.0001980778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004052125,0.003171549,0.06510852,0.0005921492,0.00007208259,0.001233986,0.007531431,0.0008973774,0.7409289,0.003658874,0.0004347265,0.1723183],"study_design_scores_gemma":[0.0002614696,0.01756364,0.4804493,0.0001315073,0.0001297391,0.001980445,0.002729174,0.002263359,0.4846237,0.004876034,0.004936158,0.00005539206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992238,0.00007695598,0.000308259,0.00001024442,0.000001664492,0.000004867238,0.000007345835,0.000006291812,0.0003604112],"genre_scores_gemma":[0.9987981,0.00006916531,0.0006549574,0.00001214387,0.000001282347,0.00001305062,0.00001905532,0.000002369959,0.0004298547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499981,"threshold_uncertainty_score":0.005017936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491223263011414,"score_gpt":0.3191769675138456,"score_spread":0.3042647348837315,"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."}}