{"id":"W7055300169","doi":"","title":"The citizen in city-regions:Patterns and variations","year":2018,"lang":"en","type":"article","venue":"Tilburg University Research Portal","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Citizenship; Politics; Democracy; State (computer science); Core (optical fiber); Corporate governance","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":[0.000307027,0.000047836,0.00004758565,0.0001223018,0.0003869278,0.00003865996,0.000183343,0.00003824401,0.00012911],"category_scores_gemma":[0.00001986471,0.00004419257,0.00001417853,0.0003747675,0.0002052029,0.00009693249,0.00007146231,0.000197109,0.00004549133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723842,"about_ca_system_score_gemma":0.00003343008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000314745,"about_ca_topic_score_gemma":0.001386664,"domain_scores_codex":[0.9994069,0.00004512486,0.00005814865,0.0001073642,0.0001486147,0.0002338292],"domain_scores_gemma":[0.9995115,0.0001476284,0.000006659924,0.0001821145,0.00007117962,0.00008093065],"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":[0.00008525322,0.0001815271,0.09142821,0.00005900261,0.0001844515,0.0003209404,0.004476697,0.0001193914,0.004070707,0.6143651,0.274609,0.0100997],"study_design_scores_gemma":[0.001966245,0.0001802169,0.383711,0.00008843604,0.00003002374,0.00004182577,0.007798387,0.0454682,0.001528067,0.01625075,0.5422986,0.0006381822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836731,0.00005001516,0.005831696,0.001963483,0.00007698806,0.0004532493,0.00005934389,0.0001907355,0.1077013],"genre_scores_gemma":[0.9949757,0.0001615415,0.00005888671,0.00000648953,0.00005429369,0.000002465501,0.000007462994,0.000006187436,0.004726927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5981144,"threshold_uncertainty_score":0.2975975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328795218530277,"score_gpt":0.2823192914644905,"score_spread":0.2390313392791877,"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."}}