{"id":"W4242551943","doi":"10.12821/ijispm090203","title":"Understanding the career dynamics of IT professionals in digital transformation times: a systematic review of career anchors studies","year":2021,"lang":"en","type":"review","venue":"International journal of information systems and project management","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Workforce; Variety (cybernetics); Context (archaeology); Knowledge management; Diversity (politics); Career management; Human resource management; Talent management; Construct (python library); Multidisciplinary approach; Digital transformation; Career development; Public relations; Engineering ethics; Empirical research; Sociology; Business; Engineering; Political science; Computer science; Pedagogy; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007379243,0.0006863572,0.002543751,0.01331381,0.0007309724,0.002069996,0.001226067,0.001451055,0.003527539],"category_scores_gemma":[0.03422053,0.0007199857,0.00302433,0.01567404,0.0007820275,0.003007046,0.001610748,0.001116709,0.0003753577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441671,"about_ca_system_score_gemma":0.01350709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007804958,"about_ca_topic_score_gemma":0.02820271,"domain_scores_codex":[0.9950572,0.001392241,0.001755292,0.0005665837,0.001067733,0.0001609604],"domain_scores_gemma":[0.9615538,0.02917538,0.004986425,0.000491076,0.003202192,0.0005910637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001903101,0.00005786185,0.004748791,0.7065066,0.00200749,0.000224998,0.001698467,0.0001273033,0.0002148769,0.0009401281,0.003890194,0.2793929],"study_design_scores_gemma":[0.00006222763,0.000187726,0.01747378,0.8869562,0.008261609,0.000801786,0.003033829,0.00006403644,0.0001868224,0.0006551046,0.08226782,0.00004901498],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001505594,0.997588,0.0001178257,0.0002014437,0.00005022371,0.00005385033,0.0002333067,0.000002340772,0.0002472697],"genre_scores_gemma":[0.009756109,0.9892142,0.0003588572,0.0002289015,0.00002803976,0.0001266767,0.0002095345,0.000002551614,0.00007509319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01331381,"threshold_uncertainty_score":0.03902566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117858546454022,"score_gpt":0.3461989331713229,"score_spread":0.2283403867173009,"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."}}