{"id":"W2994812095","doi":"10.1080/13611267.2019.1702255","title":"Considerations of Virtual Peer Leadership Mentoring","year":2019,"lang":"en","type":"article","venue":"Mentoring & Tutoring Partnership in Learning","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer mentoring; Psychology; Sociology; Computer science; Pedagogy","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":[0.005434784,0.0001930656,0.0002954301,0.0003413825,0.0004093052,0.0001999342,0.0002477349,0.000148876,0.000473509],"category_scores_gemma":[0.005173516,0.0002357973,0.00008206066,0.0005938007,0.0001474832,0.0009779461,0.0000713697,0.00072018,0.0001192469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009802737,"about_ca_system_score_gemma":0.0003633002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009925525,"about_ca_topic_score_gemma":0.0001742217,"domain_scores_codex":[0.9962417,0.0009566646,0.0004912437,0.0004538094,0.001095118,0.000761497],"domain_scores_gemma":[0.9975491,0.001401277,0.0003665754,0.0002854072,0.000245787,0.0001518698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002627653,0.00009497099,0.6092989,0.00005315528,0.0000361003,0.000003280597,0.2981689,0.006957708,0.007552431,0.07605395,0.00004518121,0.001709194],"study_design_scores_gemma":[0.001510225,0.0003338256,0.04785798,0.0008134134,0.00007105432,0.000003975742,0.2109715,0.0003088871,0.01980504,0.001999885,0.7153604,0.0009637833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5544275,0.0001425584,0.00005744804,0.001004718,0.00244561,0.0003702964,2.099124e-7,0.0001320477,0.4414196],"genre_scores_gemma":[0.867077,0.00002124286,0.0006859088,0.00002155549,0.0005603121,0.00004583368,0.00000248742,0.00002905273,0.1315566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7153152,"threshold_uncertainty_score":0.9615535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317486304233406,"score_gpt":0.4129196186969962,"score_spread":0.2811709882736556,"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."}}