{"id":"W160194842","doi":"","title":"Investing in Our Next Generation: Overview of Orientation and Workshop Programs for Newly Hired Faculty in Canadian Universities (Part 1).","year":2008,"lang":"en","type":"article","venue":"˜The œjournal of faculty development","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Faculty development; Higher education; Professional development; Sociology; Medical education; Career development; Public relations; Psychology; Management; Pedagogy; 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":[0.005135222,0.0005958499,0.0002808186,0.004934105,0.00521251,0.002528687,0.003192392,0.0008493909,0.004877075],"category_scores_gemma":[0.005178627,0.0004632357,0.0005730639,0.007834343,0.001417933,0.001360246,0.003212039,0.001494578,0.0005717716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06582715,"about_ca_system_score_gemma":0.2065949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.885643,"about_ca_topic_score_gemma":0.9690323,"domain_scores_codex":[0.9967352,0.0004324894,0.0001042426,0.0001685093,0.001285541,0.00127408],"domain_scores_gemma":[0.9899837,0.0006344767,0.0006110228,0.0001360263,0.002207395,0.006427513],"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":[0.0002032427,0.00060925,0.01763552,0.004246908,0.00002730169,0.0002163889,0.01505845,0.0003683006,0.001370081,0.005034591,0.05556135,0.8996687],"study_design_scores_gemma":[0.00008667408,0.0004635454,0.2717052,0.004663219,0.00009244429,0.0004041179,0.02762081,0.0003943847,0.001604097,0.001003894,0.6918267,0.0001347987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3557582,0.3098688,0.008028653,0.06514255,0.003490506,0.007541521,0.007566241,0.001601847,0.2410017],"genre_scores_gemma":[0.6963728,0.1864534,0.03897138,0.01023789,0.0004014275,0.002713312,0.005568623,0.0003030686,0.05897815],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9948648,"threshold_uncertainty_score":0.4776116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2538413293887815,"score_gpt":0.3670960163350946,"score_spread":0.1132546869463131,"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."}}