{"id":"W4383621721","doi":"10.5430/bmr.v12n2p14","title":"New Faculty Onboarding: An Opportunity for Connection and Commitment","year":2023,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Onboarding; Process (computing); Public relations; Frame (networking); Business; Medical education; Psychology; Computer science; Political science; Medicine; Social psychology","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":[0.005270796,0.0004913112,0.0003473058,0.0009783473,0.01146817,0.01174881,0.001497426,0.002831026,0.03122733],"category_scores_gemma":[0.01975478,0.0004168011,0.0005779901,0.0007880714,0.00522365,0.009294548,0.01502706,0.006407509,0.005846138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475385,"about_ca_system_score_gemma":0.00558838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481092,"about_ca_topic_score_gemma":0.003535513,"domain_scores_codex":[0.989712,0.005556632,0.0001842832,0.0004685396,0.002081985,0.001996459],"domain_scores_gemma":[0.971348,0.003861047,0.001794484,0.002188685,0.001859764,0.01894799],"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":[0.0001997477,0.001257064,0.01530636,0.0002290018,0.00004838798,0.003512902,0.1104091,0.0003911242,0.004975781,0.08447547,0.3430779,0.4361172],"study_design_scores_gemma":[0.00003918914,0.0004413747,0.01508856,0.0003387515,0.00002339629,0.001580609,0.1545779,0.0006850951,0.00117824,0.02583272,0.8000948,0.0001194229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1915495,0.001139158,0.03434423,0.1576605,0.007251074,0.0004213296,0.00009324923,0.001785803,0.6057553],"genre_scores_gemma":[0.8708302,0.0007818643,0.01207698,0.01103814,0.001662432,0.0002097441,0.00008861081,0.000536568,0.1027754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03122733,"threshold_uncertainty_score":0.1044658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280634649448191,"score_gpt":0.4153579815381288,"score_spread":0.1872945165933097,"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."}}