{"id":"W4247620638","doi":"10.31235/osf.io/yd3v2","title":"Entrepreneurial Migration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Amenity; Silicon valley; Business; Entrepreneurship; Economic geography; Preference; Quality (philosophy); State (computer science); Track (disk drive); Industrial organization; Geography; Economics; Finance; Engineering; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002010392,0.00020148,0.0006208284,0.0001935158,0.00004956263,0.0003446269,0.0002574278,0.0002605054,0.003709008],"category_scores_gemma":[0.00004798589,0.0002437845,0.0005143253,0.00008326976,0.0000244968,0.00008408431,0.0003604019,0.0002422309,0.0005110601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009274497,"about_ca_system_score_gemma":0.00004826847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006124177,"about_ca_topic_score_gemma":0.00161624,"domain_scores_codex":[0.9982857,0.0000116642,0.0007592048,0.0007413031,0.00002657179,0.0001756343],"domain_scores_gemma":[0.9988429,0.00002113332,0.000460676,0.0005550102,0.00004284259,0.00007746401],"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":[0.00002473009,0.0003289962,0.09046158,0.0001227226,0.001085528,0.0000299007,0.0008670611,0.01910247,0.00003659127,0.8741377,0.01185993,0.001942808],"study_design_scores_gemma":[0.0009319074,0.00005570835,0.02182311,0.0000717345,0.00009457256,0.000007654662,0.0002088361,0.2082332,0.0004527275,0.5814954,0.1845373,0.002087798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8693941,0.002923992,0.02214213,0.009735979,0.002692136,0.0002356063,0.0001598437,0.00007734574,0.09263884],"genre_scores_gemma":[0.9911104,0.001520171,0.001455877,0.0004370827,0.0005464036,0.00003544666,0.0005264622,0.00002402333,0.004344119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926423,"threshold_uncertainty_score":0.9972017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442493267709592,"score_gpt":0.2066611022359752,"score_spread":0.1722361695588792,"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."}}