{"id":"W2419396165","doi":"10.1097/01.nurse.0000470424.40180.a0","title":"A peer mentorship program boosts student retention","year":2015,"lang":"en","type":"article","venue":"Nursing","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Mentorship; Peer mentoring; Psychology; Medical education; Computer science; Pedagogy; 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":[],"consensus_categories":[],"category_scores_codex":[0.000943278,0.0001015144,0.0001023432,0.0000614249,0.00005415039,0.00004574466,0.0001293986,0.00009791468,0.0001305933],"category_scores_gemma":[0.00005570626,0.00009566204,0.00003127996,0.000108759,0.00003028589,0.00005392436,0.00001591893,0.0001690956,0.0004083031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966589,"about_ca_system_score_gemma":0.00002632337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261002,"about_ca_topic_score_gemma":3.874798e-7,"domain_scores_codex":[0.9985889,0.00008686069,0.0001912301,0.0002449214,0.0005254649,0.000362687],"domain_scores_gemma":[0.9994588,0.00001422112,0.00006400367,0.00017082,0.00009705082,0.00019514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008164863,0.0008110153,0.01761799,0.000007857221,0.00007104571,0.00002214359,0.05634083,0.000001721497,0.0002051411,0.004878222,0.3135547,0.6064077],"study_design_scores_gemma":[0.002042793,0.0004217416,0.09009119,0.0003719577,0.00006230863,0.00003565618,0.01309571,0.00002214621,0.0004368028,0.00200276,0.8910189,0.0003980623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6874726,0.0005281003,0.0001751742,0.003418885,0.01590702,0.0004798004,9.3824e-7,0.0003543481,0.2916631],"genre_scores_gemma":[0.9354848,0.000001272955,0.001514081,0.0001014865,0.0004912493,0.00009630206,0.00001593312,0.0000195529,0.06227531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6060097,"threshold_uncertainty_score":0.5248047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122158831761095,"score_gpt":0.4293707449838641,"score_spread":0.3072119132227691,"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."}}