{"id":"W2889782955","doi":"","title":"At the Crossroads of a New Frontier: Youth, Identity, and the Negotiation of Multiple Belongings within Canada's Bilingual Framework","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Frontier; Negotiation; Identity (music); Political science; Public relations; Ethnic group; Gender studies; Sociology; Law; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001526461,0.0001785224,0.0004597947,0.00009854195,0.0007025838,0.00003385625,0.0006668912,0.0002291834,0.0003678836],"category_scores_gemma":[0.00273767,0.0001232454,0.0001168754,0.0003166259,0.007083875,0.0001430227,0.0001949827,0.0003111035,0.000008598062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067992,"about_ca_system_score_gemma":0.00193273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6456506,"about_ca_topic_score_gemma":0.8538663,"domain_scores_codex":[0.9978067,0.0004963062,0.0006343135,0.0002752309,0.0004245028,0.0003629955],"domain_scores_gemma":[0.9968596,0.001255917,0.0008894523,0.0004209318,0.0004444612,0.000129686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000377363,0.00008599141,0.1660471,0.00005388054,0.0002674448,5.866554e-7,0.7296551,0.00002124328,0.0001519092,0.05656877,0.04385304,0.002917532],"study_design_scores_gemma":[0.01327766,0.000520503,0.3198391,0.0007679014,0.001162481,0.000009111668,0.3863432,0.001127517,0.01913849,0.09664066,0.1591554,0.002017986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864789,0.00131559,0.00004809759,0.006465914,0.002622603,0.0004276449,0.00008352952,0.00001982158,0.002537848],"genre_scores_gemma":[0.9874758,0.00008303969,0.0003583583,0.0009502108,0.0007177845,0.000007137327,0.00001156209,0.00001457262,0.01038158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343312,"threshold_uncertainty_score":0.9956183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217777647957755,"score_gpt":0.3795174168463099,"score_spread":0.3373396403667323,"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."}}