{"id":"W2480922726","doi":"10.1017/cbo9781139096836.018","title":"Strategies and mechanisms of regional change","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001573429,0.000160207,0.0002138614,0.00007340946,0.000213646,0.00002874877,0.0002797521,0.0002073999,0.000008630057],"category_scores_gemma":[0.000005884111,0.0001911306,0.00008281735,0.000006012356,0.0006139186,0.0002578156,0.0001517776,0.0001870082,0.000004378388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005430817,"about_ca_system_score_gemma":0.0001136586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242697,"about_ca_topic_score_gemma":0.00005608324,"domain_scores_codex":[0.9991624,0.00006254332,0.0001009659,0.0002006372,0.0002649729,0.0002084564],"domain_scores_gemma":[0.9992822,0.00005292314,0.0002478045,0.0001848416,0.00009016782,0.0001420657],"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":[0.00002001701,0.000003855193,8.441373e-7,0.00003585086,0.00002717654,0.00001620299,0.000815171,2.446863e-8,0.00001509937,0.994786,0.003530402,0.0007493196],"study_design_scores_gemma":[0.0001544342,0.00002190959,0.0001126569,0.0001092134,0.00005966767,0.000001955038,0.0006459469,4.22752e-7,0.00004995646,0.0006139692,0.9980338,0.0001960803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005218383,0.000493147,0.0002231748,0.00004599558,0.00010348,0.000196446,0.0001288254,0.00004167941,0.998715],"genre_scores_gemma":[0.02191601,0.001195371,0.00004907423,0.0001174804,0.0002537513,2.60942e-7,0.000006677727,0.00001796608,0.9764434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9945034,"threshold_uncertainty_score":0.7794079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07572773030711252,"score_gpt":0.2475035862435931,"score_spread":0.1717758559364806,"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."}}