{"id":"W3082332491","doi":"10.1080/00343404.2020.1800628","title":"The geography of knowledge revisited: geographies of KIBS use by a new rural industry","year":2020,"lang":"en","type":"article","venue":"Regional Studies","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; McGill University","funders":"","keywords":"Economic geography; Descriptive knowledge; Proxy (statistics); Regional studies; Regional science; Geography; Business; Knowledge management; Regional development; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001194163,0.0001564849,0.0002872267,0.00009473301,0.0002146743,0.00004649333,0.0002352652,0.0001048266,0.00001714684],"category_scores_gemma":[0.0002185462,0.0001053219,0.0001744093,0.0008595061,0.0003622779,0.0003708708,0.0002321988,0.0002529284,0.00001068954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003475873,"about_ca_system_score_gemma":0.00001475874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122487,"about_ca_topic_score_gemma":0.000004258645,"domain_scores_codex":[0.9991373,0.00001286618,0.0003031887,0.0001457322,0.0002177059,0.0001831864],"domain_scores_gemma":[0.9991367,0.0001829256,0.0002767227,0.0001355994,0.0002490073,0.00001900763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004319288,0.0000370294,0.1893458,0.0001261588,0.0003054344,0.000001626505,0.00008710766,0.000003469242,0.00004708571,0.00234428,0.8067325,0.0009263128],"study_design_scores_gemma":[0.000473188,0.0000277839,0.11275,0.0002288389,0.0001348618,9.666596e-7,0.001497391,0.00001925987,0.00007093116,0.00157092,0.8830432,0.000182679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063515,0.02603309,0.000008391895,0.06477548,0.0001838522,0.0002636402,0.00001308624,0.00007794357,0.002292999],"genre_scores_gemma":[0.9929975,0.001055398,0.0000281339,0.001559501,0.003795751,0.000009240775,0.0000152936,0.00001797882,0.0005212182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08664598,"threshold_uncertainty_score":0.4294901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05906316973821162,"score_gpt":0.2645239223521507,"score_spread":0.2054607526139391,"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."}}