{"id":"W7096924408","doi":"","title":"Change. Edited by Ronan Paddison and Thomas Hutton, Sage Publications, London, Forthcoming","year":2010,"lang":"en","type":"article","venue":"","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAGE; Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326766,0.001781074,0.001147023,0.002403131,0.001741803,0.005656498,0.001253365,0.002282423,0.05237421],"category_scores_gemma":[0.002801425,0.0007609305,0.0007625413,0.004012806,0.002657091,0.00465374,0.00227487,0.003527305,0.02008598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004050227,"about_ca_system_score_gemma":0.006531912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946374,"about_ca_topic_score_gemma":0.04389149,"domain_scores_codex":[0.9990766,0.0003003125,0.0000791026,0.0001795269,0.0002876381,0.00007681824],"domain_scores_gemma":[0.9989831,0.0004583032,0.00007421729,0.0001203586,0.0002601673,0.0001037746],"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":[0.00001751983,0.00001603765,0.0002520228,0.0006743344,0.00001107557,0.00008239098,0.001925985,0.0002202553,0.00009844803,0.04025858,0.8477523,0.108691],"study_design_scores_gemma":[0.000002144652,0.000003588186,0.0004500289,0.0005769994,0.000002988664,0.00007751225,0.0007130269,0.00003290637,0.00002376152,0.007149301,0.990963,0.000004635891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001005485,0.6606174,0.003056509,0.05565862,0.02097698,0.00008500731,0.002117205,0.0003222646,0.2561605],"genre_scores_gemma":[0.02625948,0.3738187,0.00422555,0.007946976,0.005340633,0.0002227341,0.001960765,0.0004838705,0.5797414],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05237421,"threshold_uncertainty_score":0.1752092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091627784930626,"score_gpt":0.2339221693891741,"score_spread":0.2030058915398678,"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."}}