{"id":"W2726034347","doi":"10.18260/1-2--14217","title":"Freshman Engineering &amp; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004873196,0.0001077361,0.00008634027,0.00008459861,0.00005722165,0.00003586889,0.0002025892,0.00002503255,0.0002713062],"category_scores_gemma":[0.000006794831,0.0001143951,0.00002731948,0.0004001941,0.00003574047,0.0001361328,0.00006116687,0.0001038787,0.0002769522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079447,"about_ca_system_score_gemma":0.00002502211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008357052,"about_ca_topic_score_gemma":0.00001744328,"domain_scores_codex":[0.9993901,0.00000313822,0.00008016286,0.0001642475,0.0001191506,0.0002432388],"domain_scores_gemma":[0.9995708,0.0000158307,0.000007051931,0.0001384853,0.00002971167,0.0002380624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005917162,0.00003448765,0.0008662973,0.0001775045,0.00003709875,0.00001226657,0.002505449,0.9401875,0.01765369,0.001290519,0.021653,0.01557625],"study_design_scores_gemma":[0.0001114519,0.00001729171,0.002173776,0.000005331529,0.000002915795,0.000002992937,0.000007874317,0.4376058,0.002456188,0.000001500165,0.5574428,0.0001720636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261792,0.00006404829,0.2620181,0.0005898144,0.0009216251,0.0002558457,0.00001051198,0.00382745,0.006133447],"genre_scores_gemma":[0.9360956,0.00002823305,0.06229248,0.0001344648,0.0001713118,0.00000235304,0.00001276222,0.00003294348,0.00122988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357898,"threshold_uncertainty_score":0.4664895,"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."}}