{"id":"W2897180728","doi":"10.1075/hsld.7.11nor","title":"Identity and investment in multilingual classrooms","year":2018,"lang":"en","type":"book-chapter","venue":"Hamburg studies on linguistic diversity","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Identity (music); Investment (military); Sociology; Linguistics; Mathematics education; Political science; Psychology; Art; Philosophy; Aesthetics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001057716,0.0002674581,0.0003206463,0.0009666733,0.007514189,0.008630161,0.0005574126,0.0008606181,0.006009819],"category_scores_gemma":[0.001410054,0.0001701079,0.0001521142,0.0008035455,0.006803374,0.004660236,0.008607214,0.00228925,0.0005627557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005874309,"about_ca_system_score_gemma":0.002615403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006179689,"about_ca_topic_score_gemma":0.01516587,"domain_scores_codex":[0.9986556,0.0005359201,0.00003322744,0.0001370583,0.0002923896,0.0003458142],"domain_scores_gemma":[0.9992205,0.0002320179,0.0001037476,0.00003325714,0.00008424347,0.0003262492],"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":[0.00002223324,0.0002203732,0.007243658,0.00006640653,0.000004598479,0.0004728812,0.4209808,0.0001150227,0.0003925624,0.5097586,0.004649569,0.05607335],"study_design_scores_gemma":[0.00001461891,0.00007951699,0.01822038,0.0005610674,0.000008933666,0.0004847897,0.4431042,0.0003969852,0.0006170368,0.1108891,0.4255945,0.00002874101],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5044535,0.00727379,0.001394296,0.01004398,0.0002258463,0.00002651027,0.00002460355,0.00003107071,0.4765263],"genre_scores_gemma":[0.9634817,0.001473482,0.0004080411,0.0002817515,0.00003318693,0.00001603238,0.00001130653,0.00001290515,0.03428166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008630161,"threshold_uncertainty_score":0.04262125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1767930323304043,"score_gpt":0.4474510992549733,"score_spread":0.270658066924569,"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."}}