{"id":"W4386610511","doi":"10.1080/03050068.2023.2241711","title":"Robert Cowen, Emeritus Professor of Comparative Education, Institute of Education, University College London","year":2023,"lang":"en","type":"article","venue":"Comparative Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Comparative education; Sociology; Higher education; Political science; Library science; Media studies; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246586,0.0007053125,0.0009547653,0.001686577,0.002270801,0.003852345,0.0009605094,0.002241712,0.06509851],"category_scores_gemma":[0.00488814,0.0005769078,0.0003284922,0.002653264,0.002213346,0.003348622,0.001159249,0.004558883,0.02192965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00403881,"about_ca_system_score_gemma":0.005050391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170967,"about_ca_topic_score_gemma":0.03113227,"domain_scores_codex":[0.9983861,0.0003842198,0.000106459,0.000385642,0.0005380459,0.0001994845],"domain_scores_gemma":[0.9962745,0.00119696,0.0002257002,0.0001146575,0.0007362685,0.001452073],"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":[0.00005290989,0.00001798432,0.0007178996,0.0005386129,0.0000158989,0.0001539791,0.001246111,0.0000738295,0.0002198398,0.01331219,0.8989949,0.08465581],"study_design_scores_gemma":[0.000004515238,0.000009797278,0.0006605199,0.0002058472,0.000005002509,0.0002537531,0.0007071617,0.00001315903,0.0001613147,0.001274661,0.9966937,0.0000105648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.001857278,0.5910861,0.001370808,0.2295625,0.02842355,0.00004373126,0.0005006271,0.0002669997,0.1468884],"genre_scores_gemma":[0.02392621,0.2897535,0.002040088,0.01793919,0.005150105,0.00004712442,0.0002845169,0.0001908399,0.6606683],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06509851,"threshold_uncertainty_score":0.2177762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390580232954106,"score_gpt":0.4027903465345649,"score_spread":0.3388845442050238,"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."}}