{"id":"W7003634501","doi":"","title":"Metis","year":2014,"lang":"en","type":"dissertation","venue":"Ohio Digital Resource Commons (University of Cincinnati)","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Bachelor; Information technology; Information system; Process (computing); Work (physics)","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":[0.001071151,0.0006682612,0.0004446806,0.001767975,0.0026415,0.004287972,0.001021851,0.0008453377,0.5521281],"category_scores_gemma":[0.002625234,0.0003497226,0.000397031,0.001198931,0.0004331186,0.001612989,0.003010844,0.001172316,0.3275564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815961,"about_ca_system_score_gemma":0.003180335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808588,"about_ca_topic_score_gemma":0.01167824,"domain_scores_codex":[0.9991196,0.0001122679,0.00003656141,0.00009449896,0.000515356,0.0001217704],"domain_scores_gemma":[0.9990702,0.00006223252,0.00004574495,0.0001167325,0.0004994659,0.0002056534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005683273,0.0000406252,0.0003232075,0.0001316503,0.000003736433,0.00007428542,0.0001898061,0.00005887404,0.001081724,0.01478307,0.8944678,0.08878843],"study_design_scores_gemma":[0.000004634096,0.000009462756,0.000353805,0.00003627514,0.000001093369,0.0000343087,0.00009875795,0.00004584724,0.0003066718,0.0007753534,0.9983314,0.000002413257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00185079,0.0006723059,0.001920207,0.005717639,0.00527412,0.0002926996,0.005764193,0.001379411,0.9771287],"genre_scores_gemma":[0.004191907,0.0004510267,0.0008168655,0.0005128335,0.0004620099,0.000119103,0.002863814,0.0002859443,0.9902964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5521281,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007124150281396166,"score_gpt":0.1954044508639012,"score_spread":0.188280300582505,"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."}}