{"id":"W2155404747","doi":"10.7202/044301ar","title":"Toward a Career Anchor Structure: An Empirical Investigation of Engineers","year":2010,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Openness to experience; Competence (human resources); Dominance (genetics); Psychology; Social psychology; Sociology; Management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003238879,0.0001398633,0.0001853176,0.001830761,0.001738449,0.001557739,0.0004019612,0.0003734293,0.002145463],"category_scores_gemma":[0.01439474,0.0001610684,0.00009977606,0.001732347,0.001183137,0.0006947933,0.000834254,0.0004902137,0.0002884285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312649,"about_ca_system_score_gemma":0.002962506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08638772,"about_ca_topic_score_gemma":0.1969668,"domain_scores_codex":[0.9987153,0.0003938113,0.00007089863,0.0001579767,0.000400738,0.000261275],"domain_scores_gemma":[0.9886441,0.005265727,0.001745748,0.0003596677,0.002995192,0.0009894802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009504946,0.0001314714,0.9403659,0.00002589626,0.000007849085,0.0001835757,0.03957459,0.00008487956,0.001081745,0.0005787403,0.0002590994,0.01761128],"study_design_scores_gemma":[0.000004448136,0.00008670381,0.9671283,0.00002032333,0.00000375051,0.00007872765,0.02999737,0.0005584432,0.0001926545,0.0001092304,0.0018088,0.00001127118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995171,0.00001307954,0.00007626255,0.00001672817,6.110851e-7,0.000005671614,0.00001430792,4.448397e-7,0.0003558905],"genre_scores_gemma":[0.9990612,0.00002949371,0.0001668916,0.00001367849,0.000001047246,0.00000933601,0.00003807208,0.000001049733,0.0006792526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08638772,"threshold_uncertainty_score":0.1717698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486173808887234,"score_gpt":0.2515176246129384,"score_spread":0.206655886524066,"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."}}