{"id":"W4290708939","doi":"10.1108/s1479-368720220000039018","title":"References","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002089074,0.001558425,0.001602007,0.007046309,0.002968683,0.01183993,0.003083717,0.005094148,0.7648222],"category_scores_gemma":[0.01366829,0.0005573483,0.001554133,0.009651699,0.001115075,0.008321754,0.004502195,0.003459499,0.7450573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495379,"about_ca_system_score_gemma":0.00771983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008882149,"about_ca_topic_score_gemma":0.008390533,"domain_scores_codex":[0.9968187,0.0003475308,0.000319484,0.0005038017,0.001644624,0.0003657899],"domain_scores_gemma":[0.9928716,0.0006984427,0.0002783825,0.0008112654,0.004400967,0.0009394407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000813201,0.000007217367,0.00006298628,0.0002536353,0.000002005686,0.0000261664,0.00003070473,0.00002117321,0.000044613,0.003281516,0.9644988,0.03176299],"study_design_scores_gemma":[0.000001939586,0.000002526327,0.00009403174,0.0001840348,0.000001057222,0.00002730383,0.00004170983,0.000009047753,0.00002140534,0.0007069968,0.998906,0.000003918532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003361004,0.01082572,0.00192055,0.02252715,0.08349092,0.000459163,0.04444983,0.002678348,0.8333123],"genre_scores_gemma":[0.002579849,0.008894118,0.001502962,0.009676042,0.008636759,0.0003959685,0.0435769,0.001563491,0.9231739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2351778,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08349875702429747,"score_gpt":0.3576402423593249,"score_spread":0.2741414853350274,"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."}}