{"id":"W2057524441","doi":"10.1108/ijmce-11-2012-0071","title":"Measuring and exploring factors affecting students’ willingness to engage in peer mentoring","year":2014,"lang":"en","type":"article","venue":"International Journal of Mentoring and Coaching in Education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; MacEwan University","funders":"","keywords":"Peer mentoring; Bachelor; Psychology; Focus group; Willingness to communicate; Altruism (biology); Peer group; Medical education; Pedagogy; Social psychology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005437504,0.0002788031,0.0002805299,0.0009284636,0.0005813288,0.001923089,0.0005082694,0.0005426632,0.002380052],"category_scores_gemma":[0.0251197,0.0001992893,0.0005262573,0.0005825348,0.0003861658,0.0008216168,0.0009807537,0.0009362382,0.0004778247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681551,"about_ca_system_score_gemma":0.0009847756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009356166,"about_ca_topic_score_gemma":0.001482554,"domain_scores_codex":[0.994793,0.002651411,0.000428724,0.0002673329,0.00138862,0.0004708291],"domain_scores_gemma":[0.9783663,0.009015487,0.005441274,0.0008680557,0.003595993,0.00271299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007183527,0.0009865521,0.9469073,0.00009402876,0.00009318435,0.00008712725,0.005198152,0.0001985441,0.001249668,0.00007432869,0.0002675625,0.04477175],"study_design_scores_gemma":[0.000007044871,0.001150116,0.9756267,0.00005895775,0.00006038227,0.0001832803,0.01847149,0.0009464307,0.001959974,0.0001225224,0.001383297,0.00002977644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987816,0.00003867634,0.0003281243,0.0000734831,0.000003462924,0.00003444925,0.0000149238,0.000005295978,0.0007199688],"genre_scores_gemma":[0.9991417,0.00005110698,0.0004808157,0.00001976875,0.000003090354,0.00003431629,0.00003129779,0.000001757705,0.0002360692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005437504,"threshold_uncertainty_score":0.02875662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07613969755465518,"score_gpt":0.3674866914913082,"score_spread":0.2913469939366531,"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."}}