{"id":"W4416896093","doi":"10.24132/pi.2025.13287.090-097","title":"3D digitalizácia konkrétneho zariadenia pre simulovanie montážneho postupu vo virtuálnej realite","year":2025,"lang":"","type":"article","venue":"","topic":"Transport and Logistics Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Perspective (graphical); Government (linguistics); Set (abstract data type); Work (physics); Identification (biology); Context (archaeology)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003093344,0.0009139351,0.0008895756,0.0006831483,0.000404215,0.0004937159,0.0007227786,0.0007351212,0.001212801],"category_scores_gemma":[0.0001945144,0.0009879242,0.000331979,0.002356922,0.0002536623,0.0006208358,0.0001752287,0.0009549182,0.0002804744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192744,"about_ca_system_score_gemma":0.0002802345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005394913,"about_ca_topic_score_gemma":0.0008436671,"domain_scores_codex":[0.9956117,0.00003996676,0.001749041,0.0009383106,0.0005276739,0.001133326],"domain_scores_gemma":[0.9974163,0.0003171115,0.0001560844,0.001404994,0.0004533733,0.0002521513],"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":[0.0002370013,0.000661894,0.01156261,0.001278877,0.00193319,0.0001914119,0.001266735,0.08027925,0.00287515,0.8131282,0.04233361,0.04425204],"study_design_scores_gemma":[0.003401754,0.0003065682,0.1066118,0.001050345,0.001231607,0.00001695024,0.0005433558,0.1308843,0.002181364,0.02085462,0.729816,0.003101344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01504807,0.002249233,0.3416735,0.001413697,0.004670362,0.001175433,0.0008839159,0.001514188,0.6313716],"genre_scores_gemma":[0.9420004,0.0004218478,0.00309668,0.0005532384,0.0003660896,0.00005030222,0.0004443242,0.0001318507,0.05293527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9269524,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009128422588370993,"score_gpt":0.2467429729177424,"score_spread":0.2376145503293714,"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."}}