{"id":"W189502208","doi":"","title":"Investing in Our Next Generation: Overview of Short Courses, and Teaching and Mentoring Programs for Newly-Hired Faculty in Canadian Universities (Part 2).","year":2009,"lang":"en","type":"article","venue":"The journal of faculty development","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Faculty development; Professional development; Higher education; Medical education; Best practice; Pedagogy; Psychology; Sociology; Public relations; Management; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002273042,0.0006158635,0.0002904603,0.008579999,0.003147153,0.002890937,0.001580091,0.0008404764,0.003229631],"category_scores_gemma":[0.002580119,0.0003110023,0.0005108942,0.01531669,0.0008576277,0.001741246,0.001057788,0.001210612,0.0004901381],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05469335,"about_ca_system_score_gemma":0.1362966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9247951,"about_ca_topic_score_gemma":0.9789819,"domain_scores_codex":[0.9983872,0.0001391331,0.00007515579,0.00008831227,0.0008342452,0.0004760406],"domain_scores_gemma":[0.994953,0.0003515083,0.0003952408,0.00005331961,0.002414858,0.001832164],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122643,0.0002537002,0.01647198,0.006453112,0.00003599658,0.0001866058,0.004746259,0.0005530551,0.001396268,0.007842262,0.1117676,0.8501809],"study_design_scores_gemma":[0.00001631404,0.000196134,0.1870982,0.003948355,0.000102137,0.0003793945,0.006722171,0.0003590109,0.0008031651,0.0009302815,0.7993648,0.00007996894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04839938,0.8195004,0.002942915,0.03458035,0.001879279,0.0008887824,0.003648109,0.0003133611,0.08784739],"genre_scores_gemma":[0.1599971,0.7690034,0.01534449,0.006547842,0.0005775261,0.0003428452,0.004611284,0.0001083269,0.04346722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997727,"threshold_uncertainty_score":0.3968299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1943604226170223,"score_gpt":0.4171677359350383,"score_spread":0.222807313318016,"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."}}