{"id":"W1534244323","doi":"10.21810/sfuer.v7i.377","title":"“Plurilinguals in Motion”: Engaging Diverse Communities?","year":2014,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Context (archaeology); Relation (database); Sociology; Pedagogy; Geography; Computer science; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06909268,0.0008984011,0.001653744,0.002332429,0.007209791,0.01212143,0.005150167,0.01177234,0.005897149],"category_scores_gemma":[0.0429479,0.0004738263,0.001314633,0.002966245,0.01333105,0.02626584,0.01661026,0.0061455,0.001097688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049214,"about_ca_system_score_gemma":0.01958938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004193014,"about_ca_topic_score_gemma":0.01329513,"domain_scores_codex":[0.906875,0.08403595,0.001689361,0.001715543,0.002830999,0.002853094],"domain_scores_gemma":[0.9663267,0.02593263,0.002271445,0.001479463,0.002151399,0.001838489],"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":[0.0001436505,0.0002024133,0.001114872,0.009745856,0.0001227787,0.0007621059,0.1796838,0.0002101827,0.0007610752,0.4352933,0.04131934,0.3306406],"study_design_scores_gemma":[0.0000877667,0.0002154839,0.001645213,0.01219306,0.000131663,0.000634512,0.1648904,0.0001208201,0.0006067166,0.04267851,0.7767577,0.00003811697],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04495045,0.3345454,0.01533332,0.4156502,0.008005321,0.001121474,0.00009324414,0.00009630877,0.1802042],"genre_scores_gemma":[0.764982,0.1575647,0.01104876,0.04661516,0.002008079,0.002064338,0.0001009529,0.00007035946,0.01554568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06909268,"threshold_uncertainty_score":0.3654014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379062771062092,"score_gpt":0.5229554566962487,"score_spread":0.3850491795900395,"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."}}