{"id":"W4410059604","doi":"10.1007/s40753-025-00268-4","title":"Editorial: After the 10th Volume, IJRUME Celebrates its 10th Birthday!","year":2025,"lang":"en","type":"editorial","venue":"International Journal of Research in Undergraduate Mathematics Education","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Volume (thermodynamics); Art; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03651494,0.0004037739,0.0007703407,0.004142467,0.0002388329,0.006020779,0.01137403,0.0009283854,0.0002018992],"category_scores_gemma":[0.104153,0.0002553559,0.000363128,0.001957533,0.0003362522,0.002168436,0.001161306,0.00575837,0.0002841763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133336,"about_ca_system_score_gemma":0.01140448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164009,"about_ca_topic_score_gemma":0.0001204079,"domain_scores_codex":[0.9763595,0.001682903,0.003002686,0.0006509915,0.01766279,0.0006410935],"domain_scores_gemma":[0.9530382,0.02162205,0.002556828,0.0009285476,0.02158724,0.0002671861],"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":[0.0001373152,0.000390199,0.0002790191,0.00007925963,0.0001326229,0.00001490803,0.0009203678,0.00005743729,0.000005565676,0.001641847,0.9915895,0.004751996],"study_design_scores_gemma":[0.0003197752,0.00004627329,0.00004984196,0.001296852,0.00002079818,0.00001509767,0.001341814,0.0003758894,0.00002786745,0.2713707,0.7249634,0.0001717197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005778862,0.001324177,0.0004980838,0.04380896,0.9481027,0.0004594753,0.0001088162,0.00001511191,0.005104771],"genre_scores_gemma":[0.01699353,0.001820133,0.0006771646,0.0001359005,0.9421307,0.00009966824,0.00005676012,0.00005027424,0.03803586],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2697289,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06911592802541755,"score_gpt":0.4838040155297783,"score_spread":0.4146880875043608,"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."}}