{"id":"W2945039844","doi":"","title":"A Preliminary Study on Development of Understanding Global Cultures and Multicultural Education Program","year":2009,"lang":"en","type":"article","venue":"Early childhood education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Multicultural education; Sociology; Political science; Psychology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001841165,0.0001452495,0.00012923,0.00005819186,0.0005088143,0.0001417921,0.0001370966,0.00007727416,0.00001210638],"category_scores_gemma":[0.000193863,0.0001210171,0.00003480332,0.0003294585,0.00007834126,0.0002775131,0.00001272686,0.00008717662,0.00001017431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720365,"about_ca_system_score_gemma":0.001199169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005703064,"about_ca_topic_score_gemma":0.0002333728,"domain_scores_codex":[0.9988112,0.0001148173,0.0002618207,0.0002645396,0.0003377774,0.0002098215],"domain_scores_gemma":[0.9993093,0.00001826054,0.0001565253,0.0001215067,0.0002227681,0.0001716486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001372631,0.005697722,0.004440982,0.000003757715,0.00002047708,7.287346e-8,0.8536043,0.000001194656,0.00003283393,0.007069049,0.001623958,0.1274919],"study_design_scores_gemma":[0.0001894379,0.0002675432,0.7169125,0.00005530382,0.00001937371,0.000001058342,0.2796599,2.548616e-7,0.00003440244,0.0003321815,0.002412362,0.0001157123],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872105,0.0001606698,0.000003006541,0.002197336,0.0007714132,0.001897479,0.000001615911,0.00009069731,0.007667284],"genre_scores_gemma":[0.9964227,0.000007653058,0.002667581,0.000264911,0.0001984731,0.0001174005,0.00002727651,0.000003949081,0.000290021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124715,"threshold_uncertainty_score":0.4934936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955175602232597,"score_gpt":0.3616089674742291,"score_spread":0.3320572114519031,"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."}}