{"id":"W4413161236","doi":"10.24908/ijesjp.v12i1.19532","title":"Reflections on the 2024 ESJP review process: Andreas","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Computer science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2715825,0.001984322,0.003385244,0.003609997,0.02206419,0.0345204,0.008696063,0.06050336,0.01753972],"category_scores_gemma":[0.5610816,0.003216457,0.003407412,0.003926949,0.02538008,0.02479934,0.01796427,0.08433244,0.01692117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02805419,"about_ca_system_score_gemma":0.08613025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02193687,"about_ca_topic_score_gemma":0.022715,"domain_scores_codex":[0.6850639,0.1719573,0.02025683,0.01919589,0.09107037,0.01245568],"domain_scores_gemma":[0.4973384,0.2211689,0.02178989,0.01725044,0.2034901,0.0389624],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004389126,0.00002818562,0.0001559521,0.0003857298,0.00001945519,0.0007105446,0.008523015,0.00006718634,0.0002198019,0.009398275,0.9736367,0.006811137],"study_design_scores_gemma":[0.0000179965,0.00002014772,0.0002544372,0.001059671,0.000009332443,0.0001930152,0.003987986,0.00008472433,0.0001616477,0.003089012,0.9910553,0.00006659736],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002188208,0.003216657,0.0005243325,0.9612745,0.03230916,0.00009862245,0.00003397193,0.0000725105,0.002251382],"genre_scores_gemma":[0.007174083,0.003884089,0.001670256,0.9375389,0.02111139,0.0009963801,0.00005151713,0.0005019669,0.02707144],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7284175,"threshold_uncertainty_score":0.8982685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152511078254122,"score_gpt":0.4203866180355957,"score_spread":0.3788615072530545,"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."}}