{"id":"W4398223485","doi":"10.17770/sie2024vol1.7797","title":"REFLECTION OF TRANSPORT LOGISTICS' GRADUATES COMPETENCES IN THE VACANCY NOTICES FOR TRANSPORT MANAGERS POSITIONS","year":2024,"lang":"en","type":"article","venue":"SOCIETY INTEGRATION EDUCATION Proceedings of the International Scientific Conference","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Business; Quarter (Canadian coin); Engineering management; Engineering; Computer science; Geography","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":[0.002215757,0.0001489717,0.0001212347,0.0009572164,0.0006341859,0.001874451,0.0002647952,0.000369122,0.007733603],"category_scores_gemma":[0.009602901,0.0001018026,0.0001355524,0.0004497542,0.0006052179,0.0007078498,0.001300105,0.000802574,0.001132376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153015,"about_ca_system_score_gemma":0.001593701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107367,"about_ca_topic_score_gemma":0.004756712,"domain_scores_codex":[0.9986842,0.0003969217,0.00007110722,0.00007915776,0.0004887922,0.0002797875],"domain_scores_gemma":[0.9930182,0.001672565,0.001364095,0.0001751164,0.001760949,0.002009198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002111821,0.0007836345,0.4585245,0.0004265231,0.00002231969,0.001490224,0.3717202,0.0004094922,0.01580729,0.00272757,0.01713856,0.1307385],"study_design_scores_gemma":[0.000005778723,0.0005426233,0.6208604,0.0001899059,0.00000645298,0.0003939815,0.3425986,0.0003609259,0.001533658,0.0003009765,0.03317313,0.0000336084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932587,0.00006216773,0.0002296245,0.0005469769,0.00002723572,0.0000182662,0.00007756722,0.000009198005,0.005770205],"genre_scores_gemma":[0.9925762,0.00009665382,0.0002940807,0.00009663069,0.00001163675,0.00001721822,0.00006748226,0.000005424134,0.006834642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007733603,"threshold_uncertainty_score":0.02587152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06277834190702765,"score_gpt":0.3631066365789696,"score_spread":0.300328294671942,"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."}}