{"id":"W1561569161","doi":"10.18438/b8x907","title":"Virtual Peer Mentoring (VPM) Might Facilitate the Entire EBLIP Process","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Vitality; Peer mentoring; Process (computing); Psychology; Professional development; Medical education; Public relations; Computer science; Pedagogy; Medicine; Political science","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":[0.01863998,0.0005137378,0.0003883598,0.001002638,0.003186167,0.004735679,0.002549387,0.003038313,0.06325561],"category_scores_gemma":[0.06045066,0.0002354551,0.001024459,0.000882333,0.001760088,0.008080523,0.009904314,0.001860414,0.009822651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445723,"about_ca_system_score_gemma":0.007861224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695971,"about_ca_topic_score_gemma":0.004913757,"domain_scores_codex":[0.9877945,0.009164413,0.000424384,0.0005628218,0.0008812221,0.001172577],"domain_scores_gemma":[0.9711462,0.01377559,0.002587085,0.003487783,0.002459022,0.00654433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005609127,0.002418538,0.0110451,0.00119016,0.00004130517,0.001316643,0.008076292,0.001479794,0.001266706,0.02194267,0.03107775,0.9195841],"study_design_scores_gemma":[0.001106906,0.007310811,0.05283066,0.008171043,0.0002332789,0.005713933,0.1087552,0.01996811,0.0128357,0.1828775,0.5996529,0.0005438919],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2273789,0.004682402,0.1255641,0.1213403,0.003297326,0.004277778,0.0003694314,0.003914473,0.5091753],"genre_scores_gemma":[0.7976738,0.002167565,0.1246359,0.00660197,0.0009578608,0.002127084,0.0002747803,0.0002289061,0.06533218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06325561,"threshold_uncertainty_score":0.2116111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601544098109177,"score_gpt":0.3066639056934405,"score_spread":0.2806484647123488,"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."}}