{"id":"W2726034347","doi":"10.18260/1-2--14217","title":"Freshman Engineering & Computer Science Program At Wright State University","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wright; Quarter (Canadian coin); Curriculum; Engineering education; State (computer science); Science and engineering; Mathematics education; Engineering; Computer science; Medical education; Psychology; Engineering management; Pedagogy; Medicine; Engineering ethics; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007585041,0.0007936822,0.0003333471,0.001374539,0.001964704,0.002424228,0.0005229214,0.0004794891,0.4603603],"category_scores_gemma":[0.001306864,0.0002297914,0.000286211,0.0007039641,0.0004034923,0.001202439,0.001684861,0.001082102,0.1734016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141257,"about_ca_system_score_gemma":0.002873222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456183,"about_ca_topic_score_gemma":0.008366058,"domain_scores_codex":[0.9996696,0.00002471535,0.00001211502,0.00009616724,0.0001495665,0.0000478976],"domain_scores_gemma":[0.9984119,0.0001092753,0.00007478657,0.00009302431,0.0005188257,0.0007922359],"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":[0.00007685421,0.000354425,0.00598759,0.0001474375,0.000004593814,0.0002254485,0.0004706845,0.000120958,0.003657497,0.004151884,0.7344722,0.2503303],"study_design_scores_gemma":[0.00001251329,0.0001969146,0.008712347,0.0001377991,0.000006250299,0.0001269473,0.0005426932,0.0005868735,0.002175909,0.001316248,0.9861713,0.00001426596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06268739,0.001651872,0.009374268,0.02709823,0.004567229,0.0009859538,0.009436802,0.006709904,0.8774883],"genre_scores_gemma":[0.03135215,0.0007947699,0.003610691,0.001142004,0.000468256,0.0001342095,0.001897296,0.0004587879,0.9601419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4603603,"threshold_uncertainty_score":0.7697306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683492769325182,"score_gpt":0.2231555410969022,"score_spread":0.2063206134036504,"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."}}