{"id":"W2294364944","doi":"10.1075/aral.38.3.04fra","title":"Betwixt and between","year":2015,"lang":"en","type":"article","venue":"Australian Review of Applied Linguistics","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Burnaby Hospital","funders":"","keywords":"Immigration; Workforce; Competence (human resources); Identity (music); Sociology; Pedagogy; Professional development; Inclusion (mineral); Qualitative research; Gender studies; Psychology; Political science; Social psychology; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004671263,0.0004366389,0.000373847,0.001088077,0.01206091,0.007263905,0.0009684183,0.001136111,0.1680055],"category_scores_gemma":[0.001414171,0.0002239698,0.000200885,0.001656475,0.004177118,0.004413739,0.005046707,0.002439807,0.02578592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009007527,"about_ca_system_score_gemma":0.008830812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.45349,"about_ca_topic_score_gemma":0.6482792,"domain_scores_codex":[0.9990966,0.0001067601,0.00001684978,0.0001638264,0.0002645768,0.0003515341],"domain_scores_gemma":[0.9995766,0.00003411666,0.00002438742,0.00004402192,0.0001529684,0.0001678077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009574261,0.00004629064,0.005455354,0.0001552881,0.00001681415,0.001209871,0.04639596,0.00006330729,0.0008336147,0.376781,0.3182973,0.2506495],"study_design_scores_gemma":[0.000001952653,0.000003621795,0.001682984,0.0000980055,0.000002346125,0.0001128663,0.008072927,0.00001348723,0.0000385617,0.002025503,0.9879435,0.000004208206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01968857,0.004870162,0.001164941,0.01158469,0.001816623,0.0000523318,0.000609169,0.0001658353,0.9600476],"genre_scores_gemma":[0.08745924,0.002438301,0.0004504144,0.00220103,0.00009143932,0.00002722146,0.0003491296,0.000105247,0.9068779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.45349,"threshold_uncertainty_score":0.9017009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09669949934335394,"score_gpt":0.4030400555486799,"score_spread":0.306340556205326,"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."}}