{"id":"W1757882711","doi":"10.24908/pceea.v0i0.4851","title":"FROM COLLEGE TO UNIVERSITY: MOHAWK COLLEGE - McMASTER UNIVERSITY PARTNERSHIP, A SEAMLESS PATHWAY","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Mohawk; Bachelor; General partnership; Higher education; Degree program; Community college; Engineering education; Political science; Medical education; Engineering management; Engineering ethics; Library science; Engineering; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137907,0.0001960491,0.0001904567,0.0003735239,0.0001348296,0.00005641781,0.0004002796,0.0001642233,0.0002935181],"category_scores_gemma":[0.000125039,0.0002264539,0.00007524365,0.001003578,0.00001029673,0.0002969004,0.0000348792,0.0002064452,0.0001001537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003894985,"about_ca_system_score_gemma":0.0005050398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005289019,"about_ca_topic_score_gemma":0.002511344,"domain_scores_codex":[0.9989683,0.000006276237,0.0001920373,0.0002077873,0.0002652744,0.0003603334],"domain_scores_gemma":[0.9988997,0.00003750379,0.00009041155,0.0001129273,0.0004243388,0.0004351258],"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":[0.000006510357,0.0001257912,0.01762831,0.0003363774,0.0003945493,8.951604e-7,0.006565968,0.01473386,0.006052665,0.0221721,0.930442,0.00154097],"study_design_scores_gemma":[0.0004099455,0.00001427873,0.1438141,0.0002484955,0.00005822186,0.000002604561,0.007368083,0.008233614,0.003962715,0.000118024,0.8350545,0.0007154721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542234,0.00006606035,0.00008444346,0.006896413,0.003027688,0.001170896,0.0003503159,0.0004936178,0.03368716],"genre_scores_gemma":[0.9779041,0.000007095238,0.001576778,0.0001588599,0.0001525793,0.00001684799,0.00001588495,0.00004218971,0.02012561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261858,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004386578424543749,"score_gpt":0.1572674306672431,"score_spread":0.1528808522426994,"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."}}