{"id":"W2138772265","doi":"10.24908/pceea.v0i0.4825","title":"Use of a reflection journal in a third year engineering project course","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Rubric; Capstone; Capstone course; Reflection (computer programming); Mathematics education; Process (computing); Course (navigation); Computer science; Work (physics); Psychology; Pedagogy; Medical education; Engineering; Medicine; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001217592,0.0001048356,0.0001479174,0.0005347992,0.0001813777,0.000240774,0.000263959,0.0001660768,0.00003397428],"category_scores_gemma":[0.007313678,0.0001085962,0.00006935621,0.001158737,0.00002679195,0.001591161,0.00001454702,0.0003835471,0.000006310261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004108386,"about_ca_system_score_gemma":0.002503812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09687565,"about_ca_topic_score_gemma":0.02397034,"domain_scores_codex":[0.9987251,0.00003323224,0.0003485504,0.0001347667,0.0004471562,0.0003111955],"domain_scores_gemma":[0.9977499,0.0001521473,0.0006180978,0.00007504941,0.001268679,0.0001361812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009793157,0.0003686454,0.8356925,0.000246288,0.0001918764,1.035914e-7,0.05071354,0.002724704,0.01330205,0.03978766,0.05286664,0.004096214],"study_design_scores_gemma":[0.0002920855,0.00004635136,0.8719037,0.0004756158,0.0000884429,0.000006585724,0.008993382,0.002294609,0.001900885,0.001417299,0.112148,0.0004330594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785938,0.00005918419,0.0000173168,0.006996438,0.002665915,0.0008395196,0.000003882422,0.00004377956,0.01078013],"genre_scores_gemma":[0.9940798,0.00004586054,0.003760406,0.00006448106,0.0002938533,0.00007620391,0.000001233497,0.00002113426,0.00165707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07290532,"threshold_uncertainty_score":0.9997147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231921523647009,"score_gpt":0.3079081884524335,"score_spread":0.2855889732159634,"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."}}