{"id":"W2318655956","doi":"10.1111/jems.12065","title":"Specialized Careers","year":2014,"lang":"en","type":"article","venue":"Journal of Economics & Management Strategy","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Task (project management); License; Generalist and specialist species; Computer science; Microeconomics; Actuarial science; Business; Economics; Management","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":[0.0007742476,0.0003194843,0.0004418993,0.0006779543,0.0011518,0.001429406,0.0006270787,0.001047826,0.0447835],"category_scores_gemma":[0.003196897,0.0001976958,0.0004115418,0.0005586295,0.0005471981,0.001055576,0.001336155,0.000867833,0.00581924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008156147,"about_ca_system_score_gemma":0.0008741349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849366,"about_ca_topic_score_gemma":0.004536932,"domain_scores_codex":[0.9993531,0.00010984,0.00002339107,0.00009088795,0.0001041637,0.0003187105],"domain_scores_gemma":[0.9970136,0.0003181206,0.0003913264,0.0003386703,0.0002226693,0.001715691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009763981,0.0009363869,0.07452662,0.0003931863,0.0001029685,0.002366084,0.003746026,0.01279796,0.007348478,0.5870022,0.06251096,0.2472927],"study_design_scores_gemma":[0.0002435505,0.001343904,0.1478193,0.0003587517,0.00008264346,0.00567145,0.004325584,0.03670536,0.001964157,0.3674626,0.4338685,0.0001542428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5414048,0.001170915,0.03345587,0.004827819,0.0002429217,0.000266817,0.001764085,0.0003344737,0.4165323],"genre_scores_gemma":[0.8869005,0.0005125905,0.004753193,0.0003422557,0.00007208503,0.00006197777,0.0005694841,0.00002218984,0.1067656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0447835,"threshold_uncertainty_score":0.1498157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360345267422807,"score_gpt":0.2156952708699116,"score_spread":0.1820918181956836,"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."}}