{"id":"W136711805","doi":"","title":"Multiple Career Anchors of Quebec Engineers: Impacts on Career Path and Success","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université Laval","funders":"","keywords":"Operationalization; Competence (human resources); Phenomenon; Autonomy; Dominance (genetics); Career management; Psychology; Management; Public relations; Sociology; Social psychology; Political science; Economics; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001487971,0.00035132,0.0003338881,0.001731862,0.004642538,0.002731894,0.001442803,0.0008345895,0.01580546],"category_scores_gemma":[0.005994792,0.0001551336,0.0004052978,0.001723141,0.001015672,0.0007540068,0.001544809,0.001314107,0.001218301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0201167,"about_ca_system_score_gemma":0.02299383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580618,"about_ca_topic_score_gemma":0.9824634,"domain_scores_codex":[0.9988307,0.0002303878,0.00002258997,0.0001178487,0.0003960523,0.000402356],"domain_scores_gemma":[0.9901125,0.001003145,0.001076834,0.0001934859,0.003557804,0.004056355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002615911,0.0002677476,0.9351305,0.00003873423,0.00006012866,0.0004901991,0.006153797,0.0004650712,0.0004772702,0.001581814,0.01071995,0.04435315],"study_design_scores_gemma":[0.00000903416,0.00007817091,0.9836403,0.00005743089,0.00001656414,0.00005429286,0.006935004,0.001090923,0.00008029553,0.0001709743,0.007838688,0.0000283447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790621,0.0005620212,0.0002937283,0.00161019,0.00007183177,0.00003501045,0.0009730585,0.00002752043,0.01736458],"genre_scores_gemma":[0.9864259,0.000237561,0.0001361966,0.0001296308,0.000009143436,0.00001457703,0.0004113301,0.00001224385,0.01262345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04193819,"threshold_uncertainty_score":0.1459576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599512613731245,"score_gpt":0.2907366268521933,"score_spread":0.2747415007148808,"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."}}