{"id":"W2908728959","doi":"10.1108/s2055-364120190000016007","title":"Cultural Mediation Pedagogy and Its Ability to Enable Bridge-Building Between Two Coexisting Groups That Do Not Meet","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Friendship; Focus group; Psychology; Perception; Pedagogy; AP French Language; Mathematics education; Foreign language; Sociology; Social psychology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002231429,0.0003515698,0.0002165947,0.0006879944,0.004129581,0.003977042,0.0019481,0.001029006,0.01518026],"category_scores_gemma":[0.003152916,0.0001446306,0.0003360794,0.0005822367,0.006775775,0.002634842,0.004541901,0.001378455,0.001379256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143248,"about_ca_system_score_gemma":0.00603789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061142,"about_ca_topic_score_gemma":0.0264662,"domain_scores_codex":[0.9987609,0.0008041675,0.00001395695,0.00009634547,0.0001810061,0.0001436806],"domain_scores_gemma":[0.9984989,0.0008721948,0.00009408383,0.0001554101,0.0001111775,0.0002682584],"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":[0.00005435462,0.0005196888,0.005091654,0.0005497297,0.00002018721,0.001444096,0.1710921,0.0009063866,0.002669667,0.5304278,0.02331474,0.2639096],"study_design_scores_gemma":[0.00007385948,0.0002981904,0.007748429,0.0008399261,0.00005074129,0.0009449137,0.1585721,0.003358506,0.002458905,0.1164025,0.7092134,0.00003840245],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1525029,0.00308732,0.03367732,0.009180129,0.0004141245,0.0003266171,0.00003507344,0.0004407693,0.8003357],"genre_scores_gemma":[0.8681846,0.001392035,0.0201406,0.0006860294,0.00005064916,0.000419353,0.00003954934,0.00008706751,0.1090002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518026,"threshold_uncertainty_score":0.05078304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928000749606909,"score_gpt":0.4905220183492231,"score_spread":0.2977219433885322,"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."}}