{"id":"W2618415939","doi":"10.5539/jms.v7n2p144","title":"Virtual Mentoring: Practitioner Strategies for Students Underrepresented in Industry","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underrepresented Minority; Order (exchange); Medical education; Psychology; Engineering ethics; Public relations; Business; Political science; Engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002909688,0.00006367195,0.0001298649,0.00008661711,0.0004744843,0.0005451909,0.0003237798,0.00007333371,0.00004023875],"category_scores_gemma":[0.0008095788,0.0000582018,0.00005041087,0.00005069029,0.0002339962,0.0008807557,0.00009797009,0.0001673285,2.810742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004265613,"about_ca_system_score_gemma":0.0003035213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004904814,"about_ca_topic_score_gemma":0.0005393145,"domain_scores_codex":[0.9988872,0.0001312495,0.0002838386,0.0001246155,0.0003792066,0.0001938441],"domain_scores_gemma":[0.9990962,0.0000866625,0.000261419,0.0001920451,0.0002644975,0.0000991639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337442,0.0007376326,0.8733256,0.00008715506,0.00005606793,0.000006214756,0.01054425,0.00006794549,1.706361e-7,0.1037753,0.001186943,0.01007888],"study_design_scores_gemma":[0.0007221137,0.000071583,0.5757036,0.00001771163,0.00002053755,2.369511e-7,0.3284305,0.000005818804,8.833447e-7,0.0582453,0.03672259,0.00005908937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690531,0.00002357096,0.0004410116,0.01462479,0.0004190889,0.0005758441,6.038243e-7,0.000005847144,0.01485612],"genre_scores_gemma":[0.9953877,0.00005808975,0.00006588269,0.00004635622,0.0001185259,0.00002006396,3.892052e-7,0.000002950427,0.004300064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178863,"threshold_uncertainty_score":0.5257289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710839996758014,"score_gpt":0.4429331442945807,"score_spread":0.3858247443270005,"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."}}