{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005398113,0.00007669799,0.0002190602,0.00001636807,0.00006520735,0.0000175481,0.0001304813,0.00005816908,0.00004819922],"category_scores_gemma":[0.002513295,0.00006709791,0.00002868228,0.0001516742,0.0002021744,0.000008623021,0.00002069601,0.00007165729,0.00004293416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003302124,"about_ca_system_score_gemma":0.0001217706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003739979,"about_ca_topic_score_gemma":0.00001732597,"domain_scores_codex":[0.9992104,0.0000320293,0.0002482361,0.0001160745,0.000236256,0.0001570302],"domain_scores_gemma":[0.9990338,0.00004580427,0.0001263345,0.0001137783,0.0004144637,0.0002658121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004171528,0.0000485786,0.00166241,0.002093168,0.00004009268,0.000001568178,0.01587631,7.265268e-7,0.000006868439,0.7393774,0.2307333,0.01015528],"study_design_scores_gemma":[0.00009085557,0.000007664112,0.0005782477,0.0004032989,0.00006089573,1.113562e-7,0.001590746,8.332608e-8,0.00002954437,0.001093549,0.9960615,0.00008347106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02730572,0.009589597,0.000005052544,0.00735764,0.002039954,0.00135644,0.00006549717,0.0001306356,0.9521495],"genre_scores_gemma":[0.9852056,0.007514043,0.004106245,0.0008206563,0.0009377483,0.000007546383,0.00002895416,0.000006336484,0.001372873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9578999,"threshold_uncertainty_score":0.3008831,"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."}}