{"id":"W2200868648","doi":"","title":"Cognitive Underpinnings of Language: A Framework for the Study of Multilingualism","year":2014,"lang":"en","type":"article","venue":"The International Journal of Communication and Linguistic Studies","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Multilingualism; Cognition; Psychology; Neuroscience of multilingualism; Cognitive psychology; Focus (optics); Linguistics; Developmental psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.001263596,0.00005964016,0.0001770685,0.0000606112,0.00009376332,0.00001369712,0.0004552409,0.000018185,0.000009574087],"category_scores_gemma":[0.005713371,0.00003229036,0.00004431571,0.00004362161,0.0001679792,0.00001100555,0.00009751487,0.0001435243,4.110564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001080338,"about_ca_system_score_gemma":0.00001517111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008387103,"about_ca_topic_score_gemma":0.00001138562,"domain_scores_codex":[0.9991105,0.0001618738,0.0004356987,0.00004864449,0.0001943248,0.00004893074],"domain_scores_gemma":[0.9897889,0.008167933,0.0006404535,0.0001742341,0.00121719,0.00001127738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006451795,0.0004336187,0.004059975,0.00001841212,0.003214901,0.000001572248,0.8635896,0.00002622778,0.00002720292,0.08441236,0.0003833276,0.0431876],"study_design_scores_gemma":[0.005606164,0.001133075,0.09446213,0.001687075,0.0007719062,0.0000684415,0.8268582,0.0006424994,0.0003727773,0.05604782,0.01213913,0.0002108082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805707,0.00930247,0.005878441,0.001998325,0.0009537962,0.0002400992,0.000005376878,0.000004546968,0.001046283],"genre_scores_gemma":[0.997863,0.0002859106,0.001337236,0.000204501,0.0001609268,0.00001209843,8.697219e-7,0.000004992244,0.0001304653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09040215,"threshold_uncertainty_score":0.6839851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07637413838268108,"score_gpt":0.458986893242804,"score_spread":0.3826127548601229,"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."}}