{"id":"W3007114111","doi":"10.1080/1360144x.2020.1731815","title":"Mentoring faculty online: a literature review and recommendations for web-based programs","year":2020,"lang":"en","type":"review","venue":"The International Journal for Academic Development","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mentorship; Faculty development; Modalities; Reflection (computer programming); Medical education; Professional development; Key (lock); Critical reflection; Higher education; Computer science; Pedagogy; Psychology; Engineering ethics; Sociology; Engineering; Medicine; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002325788,0.0005932055,0.001132624,0.0002356005,0.0003844232,0.0002081045,0.001684613,0.0004520835,0.00008718242],"category_scores_gemma":[0.0004163437,0.0003877197,0.0004393986,0.0002649669,0.0000421608,0.0001103602,0.0002303824,0.0020193,0.00003155827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480712,"about_ca_system_score_gemma":0.0009608951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.614426e-7,"about_ca_topic_score_gemma":4.821023e-7,"domain_scores_codex":[0.9962777,0.0001509807,0.001763349,0.0005949935,0.0006063576,0.0006065862],"domain_scores_gemma":[0.997332,0.0005206034,0.001252492,0.000180013,0.00039536,0.0003194686],"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":[0.00002289555,0.00004449584,0.000003023282,0.004211238,0.001109015,0.000009194354,0.0007274747,8.96496e-8,2.930067e-7,0.0003154006,0.1724062,0.8211507],"study_design_scores_gemma":[0.0007907274,0.00003983797,0.000003038222,0.06510832,0.0007079636,0.0004554258,0.00008113585,0.000004889303,0.00000101181,0.0001090985,0.9322892,0.0004093417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001715164,0.9743202,0.0004745116,0.0143748,0.007494258,0.00273698,0.0003988459,0.00006979873,0.0001288657],"genre_scores_gemma":[4.138907e-7,0.9737524,0.009215336,0.002661925,0.00175931,0.00271966,0.002647321,0.00008436249,0.007159301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8207413,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622740586842171,"score_gpt":0.4708332028473625,"score_spread":0.3085591441631454,"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."}}