{"id":"W4413161145","doi":"10.24908/ijesjp.v12i1.19568","title":"Cover image","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000704064,0.00005727146,0.00008471037,0.0000833329,0.00008072717,0.0000898705,0.0001389829,0.0000367315,0.0001435566],"category_scores_gemma":[0.00007542581,0.00004972681,0.00004902708,0.00001200061,0.0000549213,0.0001565955,0.00002637092,0.0001631731,0.000006817108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002441749,"about_ca_system_score_gemma":0.00001836761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007504857,"about_ca_topic_score_gemma":0.000008970214,"domain_scores_codex":[0.9996436,0.000004683045,0.000136633,0.0000423931,0.0001065098,0.00006623378],"domain_scores_gemma":[0.9996271,0.00003514137,0.00006255061,0.00002097721,0.0002387282,0.00001551877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004690264,0.00005280584,0.00001915087,0.00008337964,0.0003964498,0.00005613251,0.01572576,0.0001408669,0.001953309,0.5417064,0.4362028,0.00361601],"study_design_scores_gemma":[0.0002892253,0.00001987606,0.00025805,0.0000563196,0.0001433945,0.00001427616,0.003620803,0.0001710683,0.0001229564,0.0005521241,0.9946843,0.00006754528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3292943,0.01471991,0.03405404,0.0476436,0.02853559,0.0002519366,0.0001832504,0.0003463142,0.5449711],"genre_scores_gemma":[0.9879819,0.0004642405,0.0003289858,0.0006605566,0.00271611,9.988365e-7,0.000003132947,0.00000745937,0.007836587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6586877,"threshold_uncertainty_score":0.2027801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009460177756625499,"score_gpt":0.2517965865644144,"score_spread":0.2423364088077889,"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."}}