{"id":"W2098950115","doi":"10.1111/j.1468-2427.2011.01044.x","title":"Production Systems and Innovation in ‘Satellite’ Regions: Lessons from a Comparison between Mechanic Valley (France) and Beauce (Québec)","year":2011,"lang":"en","type":"article","venue":"International Journal of Urban and Regional Research","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Metropolitan area; Economic geography; Openness to experience; Context (archaeology); Political science; Regional science; Geography; Welfare economics; Economy; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006154587,0.0001519041,0.0002638222,0.001221429,0.002036375,0.003124773,0.0006369235,0.0005005267,0.004880382],"category_scores_gemma":[0.001470943,0.0001011021,0.0003546193,0.002659888,0.002901473,0.0005813789,0.0009517913,0.0003302837,0.0001566737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02550858,"about_ca_system_score_gemma":0.01152492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9530697,"about_ca_topic_score_gemma":0.9732575,"domain_scores_codex":[0.9994836,0.0001185502,0.000008764929,0.00007572277,0.0000860646,0.0002273054],"domain_scores_gemma":[0.9988205,0.000503479,0.0001832095,0.00005771628,0.0002558641,0.0001791908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005470284,0.0002059684,0.6799765,0.0003489375,0.0002728206,0.00465024,0.06578625,0.03463094,0.003624091,0.1288146,0.00532288,0.07581974],"study_design_scores_gemma":[0.00003266214,0.0001058454,0.9205505,0.0001489432,0.00005216275,0.0003443178,0.04201173,0.007439784,0.0003844584,0.003357416,0.02553171,0.00004050926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721372,0.000878413,0.0005895514,0.0004732053,0.000004154116,0.00001740916,0.0002556864,0.00001148064,0.0256329],"genre_scores_gemma":[0.9979314,0.0001368413,0.0002216198,0.00002461742,0.000001613339,0.000004600883,0.00007067926,0.000002615703,0.001605992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04693025,"threshold_uncertainty_score":0.1850786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945616815488399,"score_gpt":0.4425423460972299,"score_spread":0.14798066454839,"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."}}