{"id":"W4407799717","doi":"10.1163/17087384-01701000","title":"Front matter","year":2025,"lang":"en","type":"paratext","venue":"African Journal of Legal Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Political science; Geology; Oceanography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007334388,0.0006802853,0.002283737,0.0008661174,0.000229339,0.0001429711,0.000920615,0.0001833263,0.01045094],"category_scores_gemma":[0.0002910914,0.0005004824,0.0007365075,0.0004094691,0.0004229728,0.0002951231,0.0004194676,0.001525314,0.1500514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008964961,"about_ca_system_score_gemma":0.0006359084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008807949,"about_ca_topic_score_gemma":0.0000289209,"domain_scores_codex":[0.9962398,0.0003356788,0.001495694,0.000348866,0.0009668536,0.0006130887],"domain_scores_gemma":[0.9953012,0.0003700108,0.002233185,0.0003887442,0.001536341,0.0001704701],"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":[0.0002162393,0.00008834301,0.0001583955,0.0001982183,0.00494158,0.0002536597,0.001181371,0.0000577948,0.00004394021,0.00002893698,0.9925123,0.0003191691],"study_design_scores_gemma":[0.0005837844,0.0002746037,0.0002582541,0.001301454,0.0007714211,0.0001732776,0.003173636,3.80391e-7,0.00008811564,0.00006264482,0.9928784,0.0004339862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006600414,0.1534882,0.00005582243,0.002786712,0.008403502,0.000211734,0.0004307115,0.00001632584,0.8339469],"genre_scores_gemma":[0.03585869,0.003796579,0.0006310363,0.0006261353,0.002772484,0.00001644028,0.000009634982,0.000146832,0.9561422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1496916,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886717011768576,"score_gpt":0.3169412718011592,"score_spread":0.2880741016834734,"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."}}