{"id":"W4308431150","doi":"10.1111/ecca.12449","title":"Migration and Imitation","year":2022,"lang":"en","type":"article","venue":"Economica","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Imitation; Competition (biology); Product (mathematics); Quality (philosophy); Intellectual property; Business; Industrial organization; Economics; Economic geography; Labour economics; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002222211,0.00004461937,0.00009189374,0.0001255797,0.0001367707,0.00003201211,0.00005478071,0.00001456102,0.001562565],"category_scores_gemma":[0.00001558648,0.0000644145,0.00002075026,0.00007995895,0.00001414173,0.0001283584,0.00004008547,0.00006285122,0.0002608967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006354613,"about_ca_system_score_gemma":0.000005566318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007852288,"about_ca_topic_score_gemma":0.00001436482,"domain_scores_codex":[0.9995027,0.000006066547,0.0002370975,0.0001704782,0.000007516178,0.00007615445],"domain_scores_gemma":[0.9997441,0.00001432311,0.0001250968,0.00009195928,0.000004703562,0.00001978499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006340455,0.00001865421,0.07623889,0.000003024993,0.000008794141,2.493353e-7,0.0003358987,0.00008717545,0.00002930851,0.917861,0.004611698,0.0007990017],"study_design_scores_gemma":[0.0004834805,0.00006778277,0.1946919,5.558087e-7,0.000001271012,0.000005619387,0.0001860128,0.009981299,0.00005807375,0.1404355,0.6538982,0.0001903597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518023,0.0002246645,0.000200632,0.003800326,0.0002708906,0.00007919261,0.00006261708,0.00002546166,0.04353398],"genre_scores_gemma":[0.997683,0.00001657797,0.0002923288,0.0008755699,0.00003734748,0.00003691273,0.00003882918,0.000007978301,0.001011387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7774255,"threshold_uncertainty_score":0.9993501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601398987123084,"score_gpt":0.1864662343626537,"score_spread":0.1604522444914229,"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."}}