{"id":"W7095155380","doi":"","title":"Theme D CITY AND INNOVATION: DIFFERENT SIZE, DIFFERENT STRATEGY.","year":2003,"lang":"en","type":"article","venue":"","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Distribution (mathematics); Path (computing); Public sector; Base (topology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001707552,0.0001600289,0.0003810001,0.0001901963,0.00009991364,0.0001153841,0.00009456096,0.00006731547,0.00253162],"category_scores_gemma":[0.00006470793,0.0001382099,0.00008209054,0.0002520644,0.00004561009,0.0001049037,0.00003070881,0.00008845929,0.00006080974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004421574,"about_ca_system_score_gemma":0.000007014629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173643,"about_ca_topic_score_gemma":0.0001183193,"domain_scores_codex":[0.9988823,0.000009486232,0.0005488166,0.0003482831,0.00002455084,0.0001865478],"domain_scores_gemma":[0.9994332,0.00005911805,0.0002001063,0.0002124901,0.00002930044,0.00006580713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002860282,0.00005617835,0.118108,0.000004415901,0.00005279934,4.324847e-7,0.00002232684,0.00001262757,0.00001550677,0.8812419,0.0001872842,0.0002957546],"study_design_scores_gemma":[0.0007638606,0.00009136252,0.2807692,0.000004787484,0.00001141441,0.000004144494,0.0001115463,0.003256034,0.0003785206,0.6964811,0.01765205,0.0004759569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072322,0.0002856455,0.002775967,0.0009838492,0.00009591623,0.00008889072,0.00002147789,0.00001746531,0.08849857],"genre_scores_gemma":[0.9940347,0.0003012166,0.000116219,0.0003993155,0.00004032909,0.00001374204,0.000008805716,0.00001105562,0.005074603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847607,"threshold_uncertainty_score":0.9983802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451459103375373,"score_gpt":0.2207624113405827,"score_spread":0.1662478203068289,"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."}}