{"id":"W2976620694","doi":"","title":"New Paradigm of the Multicultural Educational Environment","year":2018,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Sociology; Epistemology; Engineering ethics; Pedagogy; Engineering; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009977708,0.00008193388,0.00007585819,0.00005786715,0.0001643519,0.000021813,0.0007846199,0.00002950264,0.0001855881],"category_scores_gemma":[0.0000226769,0.00006431808,0.00005564296,0.0003121042,0.0001049242,0.0001736137,0.0002065603,0.00006380599,0.00004232576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541868,"about_ca_system_score_gemma":0.0003441169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006027745,"about_ca_topic_score_gemma":0.00001329594,"domain_scores_codex":[0.999255,0.00008320496,0.0001058829,0.0002135856,0.000210857,0.0001314933],"domain_scores_gemma":[0.999333,0.00009679261,0.00009293138,0.0003498501,0.00004251808,0.00008485874],"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":[0.00001041288,0.0001442302,0.004652509,0.000006639173,0.00005711298,0.000001845189,0.007073848,0.00003290277,0.0006603897,0.9700888,0.01106694,0.006204401],"study_design_scores_gemma":[0.0005092861,0.00004999636,0.2570713,0.00002847536,0.00002179556,0.00001307661,0.0006876124,0.0003246039,0.004585673,0.01710287,0.7193263,0.0002789535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2387571,0.0001834915,0.6572386,0.04450025,0.002672617,0.0005349607,0.000008540582,0.00008533355,0.0560191],"genre_scores_gemma":[0.6019822,0.00001158393,0.3752781,0.0001544053,0.000138391,6.486767e-7,0.000002090025,0.000004222925,0.02242837],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9529859,"threshold_uncertainty_score":0.2622815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723793727563354,"score_gpt":0.2209671502352384,"score_spread":0.2037292129596048,"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."}}