{"id":"W4395036704","doi":"10.59876/a-2zh4-c5r2","title":"Back to origins: Rediscovering the role of individuals in the Uppsala model","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; History; Demography; Genealogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351171,0.00004443193,0.00004407154,0.0001095948,0.0001313216,0.0003579916,0.001275512,0.0000169824,0.0003293359],"category_scores_gemma":[0.00007849619,0.00002685824,0.00004651362,0.00055048,0.0001318246,0.0002642716,0.0002020306,0.00008326781,0.0001137843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493802,"about_ca_system_score_gemma":0.00005288454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086708,"about_ca_topic_score_gemma":0.0007140611,"domain_scores_codex":[0.9982613,0.00008744845,0.0001346182,0.0001441238,0.001190298,0.0001822635],"domain_scores_gemma":[0.9996857,0.0001444981,0.00002180631,0.0001016006,0.00002153749,0.00002487517],"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":[0.000001575755,0.00001940009,0.003518155,0.000004108873,0.00002967064,0.000002591887,0.02268052,0.001213384,0.00001495704,0.9550176,0.007577102,0.00992088],"study_design_scores_gemma":[0.00004619047,0.000009299703,0.002668191,0.00005458657,0.000005165447,9.372225e-8,0.03513747,0.007422179,0.00002570113,0.08452187,0.8700473,0.0000619248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06496397,0.00009357328,0.0005221614,0.02525203,0.0005279123,0.0004357754,0.0000119597,0.00001491291,0.9081777],"genre_scores_gemma":[0.9947447,0.00009614204,0.0004673269,0.0002939033,0.0001576082,0.00005815764,0.000001789274,0.000003148734,0.004177277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9297807,"threshold_uncertainty_score":0.3605997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560860469347726,"score_gpt":0.3948856401209497,"score_spread":0.3492770354274724,"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."}}