{"id":"W1594973210","doi":"","title":"Wariantowa symulacja i optymalizacja systemu produkcyjnego w fabryce Bombardier Transportation Polska","year":2004,"lang":"pl","type":"article","venue":"Zarządzanie Przedsiębiorstwem / Polskie Towarzystwo Zarządzania Produkcją","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Transport engineering; Engineering","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01201185,0.004868112,0.005299299,0.004063299,0.003395482,0.005912457,0.009257966,0.002693896,0.003012386],"category_scores_gemma":[0.004635478,0.004576571,0.002458874,0.01032078,0.002083992,0.007261327,0.001479609,0.003361098,0.0102063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999866,"about_ca_system_score_gemma":0.0033398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003959198,"about_ca_topic_score_gemma":0.001670742,"domain_scores_codex":[0.9631191,0.002487275,0.009505391,0.009392675,0.009648442,0.005847128],"domain_scores_gemma":[0.9782388,0.0009582498,0.004531179,0.009803806,0.004122808,0.002345201],"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":[0.005200861,0.01957905,0.02386172,0.007853407,0.007396593,0.006186585,0.04225001,0.03026732,0.03489024,0.5353726,0.1948228,0.09231883],"study_design_scores_gemma":[0.0420708,0.01327894,0.06657474,0.0133388,0.01020053,0.001730613,0.02111388,0.006237918,0.1349614,0.09710145,0.5603043,0.03308659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2086802,0.03023327,0.3002972,0.0904566,0.04193947,0.07977498,0.009677659,0.02275921,0.2161815],"genre_scores_gemma":[0.9464332,0.001400181,0.02027559,0.001936232,0.002672292,0.001501262,0.000795396,0.0009532451,0.02403257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.737753,"threshold_uncertainty_score":0.9989382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0523147827711183,"score_gpt":0.3428145550994924,"score_spread":0.2904997723283741,"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."}}