{"id":"W2592325315","doi":"","title":"Mentoring strategies in a project-based learning environment: A focus on self-regulation","year":2016,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Engineering management; Engineering; Engineering ethics; Knowledge management; Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01061846,0.0003331876,0.0003667061,0.0008516666,0.002434553,0.004709838,0.001223934,0.001148004,0.001007711],"category_scores_gemma":[0.01819989,0.0002092708,0.0005441775,0.0004349241,0.004031509,0.001574423,0.004472365,0.001695919,0.000137904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264623,"about_ca_system_score_gemma":0.00238489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701298,"about_ca_topic_score_gemma":0.001087381,"domain_scores_codex":[0.9844484,0.01223537,0.0002685262,0.0006770077,0.001495016,0.0008756719],"domain_scores_gemma":[0.9817408,0.01200237,0.001909914,0.00115605,0.001205515,0.001985221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734874,0.002387171,0.05175703,0.0006236691,0.0000677143,0.0009817028,0.766519,0.0007185641,0.01461375,0.01249027,0.0008731611,0.1487945],"study_design_scores_gemma":[0.00009544742,0.003322712,0.1406939,0.0006999295,0.00009937122,0.002212414,0.750865,0.004798885,0.01656653,0.008042931,0.07243603,0.0001666903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802259,0.0002635215,0.00654361,0.0008706008,0.00002604963,0.00023071,0.000007958519,0.00003767818,0.01179405],"genre_scores_gemma":[0.9954764,0.0001455317,0.002434829,0.0001482851,0.00001150396,0.0001484792,0.000006928285,0.000008263186,0.001619764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01061846,"threshold_uncertainty_score":0.05615646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169121557691093,"score_gpt":0.2928550444381869,"score_spread":0.271163828861276,"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."}}