{"id":"W2151552177","doi":"10.1287/orsc.2015.1020","title":"An Intraorganizational Ecology of Individual Attainment","year":2015,"lang":"en","type":"article","venue":"Organization Science","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ecological niche; Niche; Conceptualization; Diversity (politics); Organizational ecology; Business; Exploit; Distribution (mathematics); Empirical research; Knowledge management; Marketing; Public relations; Ecology; Sociology; Biology; Economics; Management; Political science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007515717,0.0001041528,0.0001180431,0.0003566045,0.0002828798,0.000242697,0.0006417706,0.00003089333,0.0007617988],"category_scores_gemma":[0.0009141257,0.00009926378,0.000008301621,0.004252864,0.0003010851,0.001880823,0.0003830193,0.00003535368,0.0002301335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005853046,"about_ca_system_score_gemma":0.0001489394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581467,"about_ca_topic_score_gemma":0.00001396302,"domain_scores_codex":[0.9984396,0.000007467279,0.0002431188,0.0002746744,0.0008457847,0.0001894133],"domain_scores_gemma":[0.9978305,0.00001281533,0.0001990229,0.0001759753,0.001752642,0.00002911666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003375833,0.0001360165,0.6977327,0.00001598913,0.000009979394,9.091256e-7,0.000316494,0.0007873097,0.001650745,0.2938614,0.005110714,0.0003744551],"study_design_scores_gemma":[0.0007094174,0.00004352899,0.9740463,0.000007884313,0.00005560401,0.000002414023,0.001657981,0.001684169,0.004216617,0.00975402,0.00747955,0.0003424489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955346,0.00003117577,0.02582451,0.00202943,0.0009935958,0.0003819455,0.000005762489,0.0002750294,0.01511252],"genre_scores_gemma":[0.9968446,0.000002488267,0.001299483,0.001324804,0.0003440021,0.000001674235,0.00008676802,0.00001798289,0.00007815548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2841073,"threshold_uncertainty_score":0.8341163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379088124783016,"score_gpt":0.2467772384081399,"score_spread":0.2229863571603098,"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."}}