{"id":"W3003896296","doi":"10.29119/1641-3466.2019.136.12","title":"PROCEDURES FOR OBTAINING AN ENGINEERING LICENSE IN THE USA AND CANADA","year":2019,"lang":"en","type":"article","venue":"Scientific Papers of Silesian University of Technology Organization and Management Series","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"License; Computer science; Environmental science; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.00006478601,0.0000495285,0.00006409931,0.0001698292,0.00004904244,0.00001007974,0.0001054659,0.00002702517,0.000011272],"category_scores_gemma":[0.00001072312,0.0000510285,0.000003864277,0.0003329366,0.0000517866,0.00007818617,0.00002243792,0.00002547675,1.953455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000194167,"about_ca_system_score_gemma":0.00002342005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002256469,"about_ca_topic_score_gemma":0.0125663,"domain_scores_codex":[0.9997191,0.000002185854,0.00005869428,0.00009497773,0.0000536866,0.00007129421],"domain_scores_gemma":[0.9998503,0.000005780291,0.00001842442,0.00008317644,0.00002871899,0.00001360515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004122147,0.0002105173,0.4082514,0.00931701,0.0003704214,0.00002099463,0.03197424,0.04804909,0.08444024,0.3985089,0.005915739,0.01290023],"study_design_scores_gemma":[0.001746088,0.0001404727,0.6925855,0.0003696609,0.0000913371,0.00002983998,0.1865706,0.006042974,0.01165948,0.0001396717,0.09983553,0.0007888111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988374,0.00003959109,0.0002818361,0.0002480151,0.0001001878,0.0001916277,0.000002542072,0.00004094214,0.000257864],"genre_scores_gemma":[0.9973448,0.00008898511,0.002286627,0.000006607237,0.000001142422,5.928435e-7,0.000008009864,0.000004293419,0.0002589342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3983692,"threshold_uncertainty_score":0.7012289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002007431749586231,"score_gpt":0.1440831228017624,"score_spread":0.1420756910521762,"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."}}