{"id":"W7104396774","doi":"10.31893/multiscience.2026284","title":"Legalizing workplace mediation: Comparative lessons and policy gaps in albania’s labor dispute framework","year":2025,"lang":"","type":"article","venue":"Multidisciplinary Science Journal","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Labor relations; Industrial relations; Labor disputes; Collective bargaining; Labour law; Alternative dispute resolution; European union; Legislature","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005534945,0.000387836,0.0005448475,0.002076495,0.005330109,0.002086169,0.001239428,0.0002377532,0.0001450626],"category_scores_gemma":[0.001026597,0.0003831345,0.0001191023,0.009484067,0.002468578,0.00364129,0.0009649523,0.001230834,0.00002789184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149096,"about_ca_system_score_gemma":0.002972355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005077351,"about_ca_topic_score_gemma":0.003363318,"domain_scores_codex":[0.9951704,0.0004157057,0.0009440123,0.0008479247,0.001409204,0.001212756],"domain_scores_gemma":[0.9974746,0.000682854,0.0006195817,0.0003343475,0.0004049863,0.0004836669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000265509,0.000575033,0.2815453,0.00009175657,0.00009039081,0.00007338213,0.4108752,0.001896954,0.001071006,0.2731892,0.001318206,0.02900803],"study_design_scores_gemma":[0.001314664,0.0001465409,0.858674,0.001428644,0.00006791731,0.00001069391,0.08266318,0.01942216,0.0001267304,0.02449272,0.01104144,0.0006112366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8040628,0.003409941,0.002583265,0.1617029,0.003713481,0.0008254045,0.00001167935,0.00004584389,0.02364464],"genre_scores_gemma":[0.9894738,0.003335508,0.001760312,0.0002491311,0.0009903571,0.00001429929,0.000001949362,0.00001030326,0.00416434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5771287,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509189522294853,"score_gpt":0.4140155791565785,"score_spread":0.36892368393363,"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."}}