{"id":"W2609827287","doi":"10.3138/cmlr.3334","title":"Immigrant Adolescents Investing in Korean Heritage Language: Exploring Motivation, Identities, and Capital","year":2017,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Heritage language; Competence (human resources); Psychology; Social capital; Social psychology; Developmental psychology; Sociology; Pedagogy; Social science; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.0008441851,0.0002300845,0.0003694191,0.0002654376,0.0008123911,0.0002945866,0.0005170762,0.00009672977,0.00008989941],"category_scores_gemma":[0.004668265,0.0002515926,0.00007254341,0.0001727193,0.000423159,0.0005663925,0.00005224876,0.0002479339,0.0000126553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375518,"about_ca_system_score_gemma":0.0004086051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8909582,"about_ca_topic_score_gemma":0.9773862,"domain_scores_codex":[0.9981494,0.0002239052,0.0003472685,0.0003728704,0.0001124124,0.0007941565],"domain_scores_gemma":[0.998172,0.000109106,0.0001916356,0.0005073446,0.0001026816,0.0009172739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003773108,0.00002553335,0.1326891,0.002324048,0.00002478612,0.000909258,0.7768891,0.000001828129,0.0008767652,0.003049284,0.0001725648,0.08303396],"study_design_scores_gemma":[0.000723782,0.0000279179,0.7887524,0.01565232,0.00007841924,0.0001283684,0.177637,0.0001955331,0.0000870719,0.0008439135,0.01472405,0.001149218],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681278,0.02463121,0.000003342822,0.0008577914,0.0002265591,0.0004028414,0.0001020674,0.00004650551,0.005601854],"genre_scores_gemma":[0.9890991,0.007762474,0.0001558634,0.0007069007,0.0003885557,0.0000523661,0.00005358002,0.00003991045,0.001741193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6560634,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06650620495796665,"score_gpt":0.3381994216801808,"score_spread":0.2716932167222141,"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."}}