{"id":"W1702580340","doi":"10.1080/2005615x.2011.11102895","title":"Living a Curriculum of Hyph-E-Nations: Diversity, Equity, and Social Media","year":2012,"lang":"en","type":"article","venue":"Multicultural Education Review","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University; University of Ottawa","funders":"","keywords":"Sociology; Multiculturalism; Curriculum; Pedagogy; Equity (law); Cultural diversity; Social space; Gender studies; Space (punctuation); Media studies; Political science; Anthropology; Law; Linguistics","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":[0.001976507,0.0001431703,0.0002405972,0.0008548122,0.003536342,0.003318752,0.0007661963,0.0008107619,0.002073868],"category_scores_gemma":[0.00218553,0.00008502352,0.0001074592,0.001636661,0.005300391,0.001932083,0.002481145,0.0006453244,0.0001321842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0138474,"about_ca_system_score_gemma":0.04593032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6175443,"about_ca_topic_score_gemma":0.8262289,"domain_scores_codex":[0.9986885,0.0004862437,0.00004513671,0.00009105361,0.0004437157,0.0002453789],"domain_scores_gemma":[0.9987576,0.0004161009,0.0001365945,0.00004870648,0.0003467246,0.0002943332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004417687,0.0001512006,0.01048997,0.004375576,0.00004303187,0.0009114727,0.07633946,0.0005877658,0.001552636,0.2164692,0.02179304,0.6672425],"study_design_scores_gemma":[0.00001506254,0.00008030616,0.03697077,0.004310485,0.00003172046,0.0003718486,0.09110241,0.0001222886,0.0008415624,0.009076756,0.8570458,0.00003105446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2047105,0.4241486,0.002209464,0.05318872,0.0008189447,0.0001245972,0.0001087139,0.0000364426,0.3146539],"genre_scores_gemma":[0.8217189,0.1535163,0.001368574,0.003267275,0.000139724,0.00006228533,0.00006616166,0.00001133578,0.01984943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6175443,"threshold_uncertainty_score":0.7694161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490543299936442,"score_gpt":0.4984643774859901,"score_spread":0.3494100474923459,"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."}}