{"id":"W7131818292","doi":"10.5281/zenodo.17304312","title":"D4.3 Policy Brief on equal opportunities in employment for men and women","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Pillar; Gender equality; Action plan; European commission; European union; Productivity; Social rights; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02313628,0.001241967,0.001657717,0.002372438,0.01005661,0.01641529,0.005212881,0.08479941,0.03838821],"category_scores_gemma":[0.02839144,0.001445776,0.003162716,0.002032685,0.004646878,0.01223779,0.01091118,0.02947681,0.01857686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483513,"about_ca_system_score_gemma":0.05579884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05440392,"about_ca_topic_score_gemma":0.05228687,"domain_scores_codex":[0.9764955,0.006493748,0.001710767,0.001944954,0.00693009,0.006424943],"domain_scores_gemma":[0.9808366,0.009422323,0.001184521,0.0007331648,0.004249835,0.003573481],"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":[0.00007112533,0.0002009783,0.0003643105,0.0007590379,0.00001487863,0.0004414704,0.001318327,0.000164303,0.0007881583,0.1288035,0.8489258,0.01814817],"study_design_scores_gemma":[0.00004678682,0.00005080744,0.0009670506,0.0008211225,0.00001036467,0.00008890855,0.0006911548,0.00006726201,0.0001907545,0.006762729,0.9902589,0.00004416998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002612491,0.0175799,0.00158245,0.7328474,0.03945144,0.001131803,0.002704776,0.0002554896,0.2018343],"genre_scores_gemma":[0.009712682,0.005489717,0.002142596,0.8214843,0.00551011,0.0009287783,0.00062189,0.00008221863,0.1540277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08479941,"threshold_uncertainty_score":0.1284214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272381696784322,"score_gpt":0.4566798002997752,"score_spread":0.229441630621343,"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."}}