{"id":"W4405048873","doi":"10.31261/zpppips.2024.22.08","title":"Transformacje na rynku pracy – aktualne problemy oraz propozycje rozwiązań","year":2024,"lang":"pl","type":"article","venue":"Z Problematyki Prawa Pracy i Polityki Socjalnej","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Labour Organization; Government of Canada","keywords":"Political science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004875493,0.002541061,0.001698618,0.0008085228,0.001848261,0.002607704,0.002444662,0.0009920538,0.01559894],"category_scores_gemma":[0.0002558301,0.002429847,0.0009344966,0.002893884,0.001911297,0.006765442,0.002513821,0.002540165,0.02166056],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004998218,"about_ca_system_score_gemma":0.0009264362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539142,"about_ca_topic_score_gemma":0.0001495471,"domain_scores_codex":[0.9836783,0.0009746802,0.003321597,0.003898315,0.003407649,0.004719471],"domain_scores_gemma":[0.9950477,0.0004861905,0.0008590547,0.002110868,0.00008242191,0.001413752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001332946,0.01121357,0.02268328,0.04211811,0.005802481,0.005693851,0.09746414,0.004348465,0.009233316,0.1436231,0.2323352,0.4241515],"study_design_scores_gemma":[0.003274382,0.001284546,0.007822607,0.00239531,0.001360986,0.000462963,0.01240173,0.007407394,0.003598638,0.01901152,0.9357754,0.00520455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2412276,0.02437568,0.01537975,0.1177246,0.01117813,0.04918721,0.001358687,0.008027078,0.5315413],"genre_scores_gemma":[0.9081514,0.003229383,0.00438207,0.001905406,0.000582561,0.00156735,0.0005676305,0.0005447767,0.07906938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7034401,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004187124189878,"score_gpt":0.2519900984096898,"score_spread":0.241948227167791,"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."}}