{"id":"W1942066710","doi":"10.3968/3201","title":"Johnson, W. B. (2007). On Being a Mentor: A Guide for Higher Education Faculty . London: Lawrence Erlbaum Associates","year":2013,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007805239,0.001447975,0.0009362025,0.004165928,0.002962247,0.004422126,0.002300929,0.004017018,0.02816312],"category_scores_gemma":[0.007193372,0.001728542,0.00059816,0.004292476,0.003383274,0.007720498,0.00178825,0.006323227,0.02421215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040681,"about_ca_system_score_gemma":0.008805205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03658461,"about_ca_topic_score_gemma":0.1158168,"domain_scores_codex":[0.9977522,0.000720806,0.0003319471,0.000106956,0.0009355161,0.0001525068],"domain_scores_gemma":[0.9895564,0.005301564,0.0008353945,0.0003259554,0.003035012,0.0009456636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004146017,0.00008597024,0.0006319832,0.0008483219,0.00001069812,0.000123352,0.001914728,0.0001016981,0.0002877206,0.004861189,0.6194574,0.3716354],"study_design_scores_gemma":[0.00001896588,0.000081425,0.005398713,0.00288546,0.00003071118,0.0005200818,0.002159079,0.0000584124,0.0004888516,0.005505413,0.982801,0.00005192012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002389455,0.8049935,0.01469309,0.06273184,0.009586246,0.0003636213,0.002051069,0.001660759,0.1015304],"genre_scores_gemma":[0.03046177,0.7000998,0.05913804,0.01213005,0.00176469,0.0006256435,0.00125945,0.0007083728,0.1938123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03658461,"threshold_uncertainty_score":0.09421498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733875089197786,"score_gpt":0.3850174157411695,"score_spread":0.3476786648491916,"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."}}