{"id":"W1924016010","doi":"10.1177/026765830101700304","title":"Minimalism and beyond: second language acquisition for the twenty-first century","year":2001,"lang":"en","type":"article","venue":"Second language Research","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Linguistics; Minimalism (technical communication); Second-language acquisition; Sociology; Psychology; Philosophy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002458678,0.0001050376,0.0001228911,0.0001757638,0.001272037,0.0002566754,0.0003346307,0.0001209482,0.01670318],"category_scores_gemma":[0.000534863,0.0000819856,0.00006441803,0.0003703071,0.0003922741,0.0001619906,0.0000737538,0.0002950669,0.00009505932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009128577,"about_ca_system_score_gemma":0.0002360666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703826,"about_ca_topic_score_gemma":0.02230397,"domain_scores_codex":[0.9981871,0.0003091109,0.0001684345,0.0002728431,0.0004309445,0.0006315887],"domain_scores_gemma":[0.9979057,0.00137417,0.00004748028,0.0002808958,0.0001665131,0.0002252706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032095,0.0001319016,0.0005497367,0.0001259149,0.00004976289,0.00002774027,0.8181676,4.865651e-7,0.002386515,0.01858994,0.03962011,0.1202471],"study_design_scores_gemma":[0.0003891878,0.00003735006,0.001936024,0.00001093951,0.000006023955,0.000005213218,0.242713,0.00004922298,0.000423976,0.0002018503,0.7541149,0.000112336],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811986,0.007763405,0.000007356149,0.006875636,0.0003642146,0.000802171,0.0001056412,0.00004840744,0.1028346],"genre_scores_gemma":[0.9416111,0.000638896,0.0001015745,0.001567913,0.001591979,0.0001029352,0.00004423079,0.00002062048,0.05432081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7144948,"threshold_uncertainty_score":0.9955364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635020138870559,"score_gpt":0.4746037284239534,"score_spread":0.4082535270352479,"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."}}