{"id":"W2952207860","doi":"","title":"A Study on MacEwan Career Development and Experiential Learning Office","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Experiential learning; Career development; Experiential education; Psychology; Engineering ethics; Public relations; Knowledge management; Management; Business; Medical education; Pedagogy; Political science; Computer science; Engineering; Economics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001286705,0.0001392294,0.0001262009,0.0005736273,0.001653621,0.000485997,0.0009885092,0.00004873904,0.00008527533],"category_scores_gemma":[0.0001231585,0.0001476501,0.00003732829,0.0008325591,0.0002059764,0.0003503863,0.001175522,0.0005637507,0.0001896002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246312,"about_ca_system_score_gemma":0.0001409865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007933651,"about_ca_topic_score_gemma":0.00005983664,"domain_scores_codex":[0.9976487,0.0001477402,0.0001407933,0.0006160982,0.0009904105,0.0004562866],"domain_scores_gemma":[0.9987061,0.00006460218,0.00006126441,0.0001726724,0.0007725608,0.0002228048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001354785,0.001999324,0.3441773,0.00003907736,0.0001787685,0.00007538165,0.6069733,0.000002709044,0.0004723033,0.02762936,0.01035545,0.007961566],"study_design_scores_gemma":[0.0009646282,0.001899936,0.3738083,0.00007092001,0.000007484295,0.000007664999,0.3061553,0.0001050436,0.0007079002,0.00001035469,0.3160057,0.0002568302],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761686,0.000008328179,0.0006368863,0.0007358987,0.000138064,0.0004423297,2.519092e-7,0.0001614144,0.02170824],"genre_scores_gemma":[0.9808818,0.000002274853,0.001116353,0.00003800405,0.00008298541,0.000008144146,9.000591e-7,0.000009118513,0.01786042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056502,"threshold_uncertainty_score":0.9996461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363250311720934,"score_gpt":0.3960629798349045,"score_spread":0.2597379486628111,"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."}}