{"id":"W1484666078","doi":"10.1111/1468-2427.12136","title":"Reflections on the Academic and Economic Environment","year":2013,"lang":"en","type":"article","venue":"International Journal of Urban and Regional Research","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sociology; Political science; Economic geography; Economics; Regional 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02558036,0.0006380603,0.0009597684,0.002710439,0.01782623,0.0432709,0.003654759,0.01616473,0.02445161],"category_scores_gemma":[0.05140028,0.0005730721,0.001085888,0.005203727,0.03296306,0.02294252,0.01424977,0.02897451,0.006338825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01723352,"about_ca_system_score_gemma":0.01904318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983412,"about_ca_topic_score_gemma":0.02730384,"domain_scores_codex":[0.972544,0.01127477,0.0007355975,0.001664359,0.006993693,0.006787498],"domain_scores_gemma":[0.9521292,0.02111709,0.002622527,0.001514859,0.007865009,0.01475132],"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":[0.00003641126,0.00006497401,0.0007283427,0.000115404,0.00001150413,0.0006095344,0.01889646,0.0001003436,0.0000851244,0.2923654,0.6773765,0.009610031],"study_design_scores_gemma":[0.000008715503,0.00001119882,0.000760337,0.0002268788,0.000002397678,0.0001123279,0.01841361,0.00003197556,0.00004415574,0.02588966,0.9544776,0.00002102574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001685059,0.005890905,0.0001014549,0.9512026,0.006371981,0.000004317043,0.00004010886,0.00001152934,0.03469203],"genre_scores_gemma":[0.128272,0.01370159,0.0004247605,0.7681785,0.02277137,0.0000574773,0.00006354178,0.0002036083,0.06632711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0432709,"threshold_uncertainty_score":0.1352835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525624085645398,"score_gpt":0.4841472528980978,"score_spread":0.2315848443335581,"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."}}