{"id":"W4253017839","doi":"10.1086/704104","title":"Contributors","year":2019,"lang":"en","type":"article","venue":"Comparative Education Review","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Sociology; Higher education; Library science; Pedagogy; Teacher education; Encyclopedia; Political science; Media studies; Law","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":["insufficient_payload"],"category_scores_codex":[0.001989326,0.001031862,0.0009186853,0.003638005,0.002992961,0.008602659,0.002620568,0.002681663,0.8201777],"category_scores_gemma":[0.01153449,0.0004513833,0.0009466742,0.003432889,0.0007452442,0.005092193,0.004655921,0.002318631,0.6620467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586437,"about_ca_system_score_gemma":0.004121234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002864025,"about_ca_topic_score_gemma":0.004353731,"domain_scores_codex":[0.9976702,0.0003389467,0.0001581823,0.0004825181,0.001067222,0.0002829878],"domain_scores_gemma":[0.9924051,0.0007235584,0.0001953778,0.001270134,0.003928837,0.001476996],"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":[0.00003918821,0.00002392495,0.0001847525,0.0001855943,0.000004923924,0.00006953305,0.0001533406,0.00004439332,0.0001144486,0.00747481,0.9312036,0.06050157],"study_design_scores_gemma":[0.000003678346,0.000005732729,0.0001272579,0.00008400388,0.000002099215,0.00003869926,0.00008705906,0.00001610306,0.0000479122,0.0009133082,0.9986705,0.00000376261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001043012,0.002701097,0.003093696,0.01089771,0.03032302,0.0003945896,0.0132457,0.002293944,0.9360072],"genre_scores_gemma":[0.003867738,0.001854826,0.001449216,0.002595714,0.002429763,0.0001887527,0.008377099,0.001184099,0.9780528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1798223,"threshold_uncertainty_score":0.2564946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06948238139347294,"score_gpt":0.4617144050872881,"score_spread":0.3922320236938151,"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."}}