{"id":"W3121899766","doi":"10.1086/689890","title":"Social Influence Given (Partially) Deliberate Matching: Career Imprints in the Creation of Academic Entrepreneurs","year":2017,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Endogeneity; Matching (statistics); Set (abstract data type); Triangulation; Psychology; Interpretation (philosophy); Social psychology; Generative grammar; Instrumental variable; Tracking (education); Econometrics; Computer science; Pedagogy; Economics; Mathematics; Artificial intelligence; Statistics","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":[0.0006875324,0.0001062465,0.0003302679,0.00009146291,0.0002744363,0.00005451222,0.0007224485,0.00005280973,0.00001572754],"category_scores_gemma":[0.0003072388,0.00007352384,0.0001036812,0.00008068952,0.001038187,0.0005797319,0.0001421868,0.0003444031,0.0000079898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000185293,"about_ca_system_score_gemma":0.00003023954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008853411,"about_ca_topic_score_gemma":0.00007193495,"domain_scores_codex":[0.9989465,0.00007161921,0.0004644401,0.000121859,0.0001872489,0.0002082671],"domain_scores_gemma":[0.9977022,0.0001198767,0.001793582,0.0001515748,0.0002245944,0.000008199087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007448049,0.00002526851,0.9800978,0.00001323085,0.00004925845,0.00001081679,0.004398646,0.0003506272,0.001039612,0.002603289,0.0002565534,0.01108046],"study_design_scores_gemma":[0.0003125965,0.00005528256,0.985712,0.00003357758,0.00004887414,0.000005379797,0.005063745,0.00001347344,0.00004496432,0.007758223,0.0008683302,0.00008355418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894441,0.00009203833,0.00001837506,0.009560595,0.0001298019,0.00006012861,6.93524e-7,0.00000416238,0.000690092],"genre_scores_gemma":[0.9976436,0.0001572405,0.00002294359,0.001606453,0.0005535383,0.000003230992,7.027556e-7,0.000006579284,0.000005645735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109969,"threshold_uncertainty_score":0.3825243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126945014505911,"score_gpt":0.30557761558965,"score_spread":0.2743081654445909,"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."}}