{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373718,0.00006990548,0.00008099386,0.000324254,0.0004171209,0.0004193169,0.0001975338,0.00002486926,0.00001046733],"category_scores_gemma":[0.00002509611,0.00006006579,0.000010072,0.0007926602,0.00001918349,0.0004843258,0.0003002046,0.00004310686,0.00002192997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003886668,"about_ca_system_score_gemma":0.00007922522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219417,"about_ca_topic_score_gemma":0.00001456211,"domain_scores_codex":[0.9990289,0.00004515863,0.0001520884,0.0002165142,0.000326328,0.0002309765],"domain_scores_gemma":[0.9992954,0.00002952322,0.00003392234,0.0001975353,0.0002712395,0.0001723995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007030882,0.00003723958,0.0003249905,0.0002990051,0.00002442549,0.000002697556,0.001809841,0.0000131083,0.0000119416,0.4514105,0.1171075,0.4289517],"study_design_scores_gemma":[0.0008396309,0.00005843912,0.1775845,0.00004896617,0.000003328188,0.000005936023,0.00486648,0.01023564,0.00004178088,0.005335093,0.800797,0.000183171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09036957,0.00009006788,0.8359044,0.03067251,0.001532428,0.004552052,0.00001062877,0.0006850776,0.03618324],"genre_scores_gemma":[0.8669347,0.00168379,0.06272845,0.001297022,0.0004195637,0.002056437,0.0005652364,0.00003753382,0.06427724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765651,"threshold_uncertainty_score":0.4043483,"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."}}