{"id":"W2727814771","doi":"10.1093/geroni/igx004.1081","title":"MAKING MENTORING MEANINGFUL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Mentorship; Medical education; Field (mathematics); Public relations; Political science; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0269048,0.00101596,0.0006158847,0.001261369,0.008049951,0.01595383,0.002411467,0.005231739,0.02965177],"category_scores_gemma":[0.09060498,0.000471202,0.001374738,0.0008844854,0.007179494,0.01348454,0.02506343,0.009533903,0.01208351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435744,"about_ca_system_score_gemma":0.009197061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005977759,"about_ca_topic_score_gemma":0.001694694,"domain_scores_codex":[0.9734796,0.01623153,0.0009136193,0.001392681,0.005531094,0.002451451],"domain_scores_gemma":[0.9150376,0.01852041,0.004541066,0.01127319,0.01104054,0.03958729],"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":[0.0001071547,0.0003938437,0.003899251,0.0007126175,0.0001064805,0.001858698,0.02847947,0.0006762994,0.00343335,0.1421185,0.3576947,0.4605196],"study_design_scores_gemma":[0.00002896882,0.0001646023,0.001579512,0.0007245973,0.00002899933,0.0005608004,0.01118295,0.0002346753,0.001030525,0.03620775,0.9482075,0.00004904825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04066461,0.008996231,0.06465875,0.4480588,0.05381245,0.0008914813,0.000275222,0.002392335,0.3802501],"genre_scores_gemma":[0.6047379,0.01447556,0.07323635,0.06838727,0.02169505,0.001445319,0.0005467603,0.00178023,0.2136956],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02965177,"threshold_uncertainty_score":0.1422879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11862270238683,"score_gpt":0.4123640868265311,"score_spread":0.2937413844397012,"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."}}