{"id":"W1989381559","doi":"10.5901/mjss.2013.v4n10p87","title":"An English Reconquista: The Impact of the Enhanced Language Proficiency Requirements on Canada’s Multicultural Immigration Model","year":2013,"lang":"en","type":"article","venue":"Mediterranean Journal of Social Sciences","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Multiculturalism; Language proficiency; Limited English proficiency; Feeling; Diversity (politics); Cultural diversity; Sociology; Multicultural education; Political science; Psychology; Pedagogy; Law; Social psychology; Health care","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":[0.001573309,0.00009600853,0.0001594023,0.00003924478,0.001404663,0.0001453593,0.0008675352,0.00003636035,0.0001678103],"category_scores_gemma":[0.0003442067,0.00004159142,0.0001299829,0.0003830085,0.0007247737,0.0006670991,0.00002099412,0.0001627804,2.709329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683045,"about_ca_system_score_gemma":0.001405967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2339624,"about_ca_topic_score_gemma":0.2633278,"domain_scores_codex":[0.9976938,0.000313558,0.0003799836,0.000111618,0.001189247,0.000311748],"domain_scores_gemma":[0.9986223,0.00007046817,0.0005708901,0.00009356972,0.0005472968,0.00009549081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003022336,0.0002892207,0.002894967,0.000004431404,0.00007170581,0.000001602183,0.9304933,0.002575305,0.03228371,0.004370134,0.01341018,0.01357522],"study_design_scores_gemma":[0.001156987,0.001218245,0.3577802,0.0001467867,0.00007907844,0.000001476464,0.624322,0.006737547,0.00583937,0.001119935,0.001125982,0.0004724249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925024,0.00002488987,0.00001711106,0.002752183,0.0009600528,0.0002647463,0.00001270211,0.000004877805,0.003461028],"genre_scores_gemma":[0.9987258,0.000007676981,0.00003308344,0.0002893983,0.0007339715,0.000004131296,8.821045e-7,0.000003320506,0.0002017234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3548852,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370256731178042,"score_gpt":0.3440113188600727,"score_spread":0.3103087515482923,"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."}}