{"id":"W3085932922","doi":"10.4018/978-1-7998-5030-4.ch002","title":"Increasing Awareness","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Multiculturalism; Acculturation; Identity (music); Curriculum; Pedagogy; Food culture; Sociology; Cultural identity; Public relations; Psychology; Political science; Social science; Ethnic group; Aesthetics; Anthropology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001896681,0.0002459665,0.0002456179,0.00009711064,0.0005485625,0.00006592196,0.0001636951,0.0002282452,0.002725954],"category_scores_gemma":[0.00006797943,0.0002250999,0.00002957716,0.00006423578,0.0002534885,0.001037825,0.00007090557,0.000256305,0.00006944106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500228,"about_ca_system_score_gemma":0.002409819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009562503,"about_ca_topic_score_gemma":0.0004608894,"domain_scores_codex":[0.9986311,0.00008544316,0.0003559229,0.0003636786,0.0003643477,0.0001995124],"domain_scores_gemma":[0.9992023,0.0000945809,0.0002003117,0.00008767104,0.0002160324,0.0001991453],"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":[0.00005263132,0.0000640225,0.001300278,0.0001369232,0.00001370365,0.000001960562,0.0283751,4.570697e-7,0.00000340142,0.9469782,0.008963094,0.0141103],"study_design_scores_gemma":[0.00009547362,0.000005488004,0.005474837,0.0005649696,0.000007526055,0.000002359559,0.002545404,3.983944e-8,0.00000615615,0.008153295,0.9828299,0.0003145383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008399846,0.02716767,2.555479e-7,0.01812784,0.01077832,0.0004651602,0.00000683851,0.00008271122,0.9425312],"genre_scores_gemma":[0.00761515,0.01409485,0.001589546,0.003781825,0.0004546259,0.00009056417,0.0001613591,0.00002103529,0.972191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9738668,"threshold_uncertainty_score":0.9981857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879607650246435,"score_gpt":0.3621916441610614,"score_spread":0.323395567658597,"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."}}