{"id":"W4387038408","doi":"10.1049/icp.2023.0350","title":"Gender equality in the distribution sector","year":2023,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Distribution (mathematics); Computer science; Business; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001051923,0.0001387978,0.000121403,0.0001405837,0.0001414299,0.0006909201,0.0004471133,0.00006713865,0.0002064511],"category_scores_gemma":[0.0001883934,0.0001003108,0.00004375146,0.001306276,0.00004377933,0.001117981,0.000136671,0.000181022,0.0006363502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002774355,"about_ca_system_score_gemma":0.00003641666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002473102,"about_ca_topic_score_gemma":0.00003590914,"domain_scores_codex":[0.9988374,0.000004420156,0.0002055024,0.0002299207,0.0003313399,0.0003914325],"domain_scores_gemma":[0.999568,0.00001606241,0.0001106716,0.00009390189,0.0002012795,0.00001011049],"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":[0.00001660383,0.00005229741,0.1056869,0.0002065402,0.000009903101,0.000002103717,0.001038237,5.458989e-7,0.0004026606,0.770027,0.1201226,0.002434629],"study_design_scores_gemma":[0.0007553747,0.00001251231,0.3607348,0.0000555952,0.0000308279,0.000002046367,0.003183864,0.0113006,0.0001032611,0.09910419,0.5242262,0.0004907672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182489,0.00001580484,0.0001801554,0.008492634,0.000284389,0.0004161703,0.0000137662,0.0004093533,0.1719388],"genre_scores_gemma":[0.996884,0.000008276475,0.000004911637,0.001746391,0.0009155885,0.00007673231,0.000124651,0.000008947965,0.0002305359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6709228,"threshold_uncertainty_score":0.8179207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159769672446929,"score_gpt":0.2939388426494854,"score_spread":0.1779618754047926,"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."}}