{"id":"W4416595227","doi":"10.24144/2307-3322.2025.91.2.20","title":"Current issues of ensuring gender equality in labor relations: foreign experience and domestic prospects","year":2025,"lang":"uk","type":"article","venue":"Uzhhorod National University Herald Series Law","topic":"Legal, Health, Environmental and COVID-19 Challenges","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human rights; Legislature; Transparency (behavior); Harmonization; Labour law; Democracy; Legislation; Corporate social responsibility; Industrial relations; Gender equality","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002820153,0.0002074906,0.0003555316,0.0002115327,0.0002830178,0.00001608789,0.0001403559,0.0001450371,0.0001612928],"category_scores_gemma":[0.0001131784,0.0002325574,0.00005615851,0.0004250242,0.000485576,0.0005328911,0.0001717085,0.0003086271,0.000007292188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808508,"about_ca_system_score_gemma":0.0005202202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158222,"about_ca_topic_score_gemma":0.001072509,"domain_scores_codex":[0.9982917,0.0001602568,0.0003578626,0.0004496559,0.0004736815,0.000266862],"domain_scores_gemma":[0.9992169,0.000195736,0.0001395801,0.0001876566,0.0001493225,0.0001108732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003798067,0.0003714735,0.05516376,0.00111026,0.0000597495,0.00002792242,0.006624818,0.00007425003,0.0001970837,0.9356891,0.00006817374,0.0002335998],"study_design_scores_gemma":[0.007088699,0.0005265845,0.6721748,0.001892928,0.0002111705,0.00002158696,0.02398778,0.0005923734,0.00168325,0.1451355,0.1458983,0.0007870403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291973,0.0205756,0.00007480937,0.01159307,0.0002947877,0.001025886,0.0001903034,0.00005323378,0.03699499],"genre_scores_gemma":[0.9888119,0.007811376,0.0003726204,0.0004124875,0.00005867549,0.000004412691,0.00003337751,0.000008763164,0.002486452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7905536,"threshold_uncertainty_score":0.9483416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090654444727747,"score_gpt":0.3156695568465477,"score_spread":0.2847630123992703,"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."}}