{"id":"W4386690890","doi":"10.1108/et-06-2021-0235","title":"A dynamic capability view of career adaptation: an exploratory study","year":2023,"lang":"en","type":"article","venue":"Education + Training","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph; Mount Royal University","funders":"","keywords":"Employability; Adaptation (eye); Originality; Delphi method; Adaptability; Knowledge management; Dynamic capabilities; Psychology; Career development; Exploratory research; Empirical research; Computer science; Applied psychology; Sociology; Pedagogy; Management; Social psychology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368512,0.00008577491,0.0001539495,0.0001281322,0.0003432868,0.000040013,0.0002075876,0.00005107506,0.0004883462],"category_scores_gemma":[0.0004594475,0.00009468728,0.00004366751,0.0009820231,0.0001730227,0.0003325053,0.00001353294,0.00009247909,0.00007853363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658558,"about_ca_system_score_gemma":0.002494087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143717,"about_ca_topic_score_gemma":0.01031934,"domain_scores_codex":[0.9981707,0.0006594779,0.0003134391,0.0002808362,0.0003650691,0.0002104758],"domain_scores_gemma":[0.9989178,0.0001579687,0.0001027646,0.0003258867,0.0003319999,0.0001635738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003085194,0.000517279,0.03872016,0.00001729169,0.00000815207,1.06152e-7,0.9105206,0.00004314082,0.000015424,0.001194378,0.0003252558,0.04863517],"study_design_scores_gemma":[0.00009330094,0.00005154717,0.2242461,0.00001297397,0.00001122011,8.71993e-8,0.7628947,0.00004591124,0.000002191175,0.001465962,0.01107575,0.0001002452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938029,0.0000519098,0.00005427143,0.001719687,0.001428396,0.0004746655,0.000004180157,0.0001877503,0.002276224],"genre_scores_gemma":[0.998239,0.00000896695,0.0005548861,0.000112139,0.0001546097,0.0001915747,0.00003147243,0.00001149809,0.0006958063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855259,"threshold_uncertainty_score":0.5758433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823359079184947,"score_gpt":0.4189964736650452,"score_spread":0.2366605657465505,"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."}}