{"id":"W4413539507","doi":"10.5430/ijhe.v14n4p0","title":"Message from the Editor-in-Chief","year":2025,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editor in chief; Computer science; History; Management; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00598972,0.001439356,0.002181478,0.001529762,0.001740521,0.008598536,0.003410806,0.01480972,0.02328734],"category_scores_gemma":[0.04358134,0.0007560966,0.001221785,0.001052333,0.001623754,0.006170182,0.00205278,0.01677995,0.0282549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470641,"about_ca_system_score_gemma":0.004999449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007847049,"about_ca_topic_score_gemma":0.001389856,"domain_scores_codex":[0.9948745,0.0006283192,0.0006217621,0.0008325779,0.002733482,0.0003093469],"domain_scores_gemma":[0.9697245,0.005315146,0.001686525,0.0007556097,0.01785885,0.004659342],"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":[0.000020886,0.00001016011,0.00009348635,0.0001105404,0.000005996249,0.0001145326,0.00002536647,0.00001331189,0.00005618815,0.0001863584,0.9946411,0.004722056],"study_design_scores_gemma":[0.0000401522,0.00003872071,0.000644905,0.0003286898,0.00001948642,0.0008241086,0.0002004459,0.0001286112,0.0002391885,0.000846401,0.9966468,0.00004253271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001931624,0.001946619,0.0002060521,0.3209934,0.6745809,0.00003519732,0.0001006516,0.0001101662,0.001833872],"genre_scores_gemma":[0.00249079,0.00356685,0.0004594812,0.4494304,0.5215558,0.00007987479,0.0001194771,0.0001187865,0.02217859],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02328734,"threshold_uncertainty_score":0.07790387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009464498816467515,"score_gpt":0.3443469618664763,"score_spread":0.3348824630500088,"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."}}