{"id":"W7132209669","doi":"","title":"CityTogo:The Talent Bottleneck during Fast Expansion","year":2015,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Bottleneck; Work (physics); Context (archaeology); Set (abstract data type); Term (time)","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":[0.001426721,0.0002646887,0.0003600089,0.001932281,0.01427411,0.01088447,0.001397696,0.002178341,0.07335994],"category_scores_gemma":[0.004096619,0.0003201313,0.0002594158,0.003555084,0.004011823,0.004660413,0.007486064,0.003016611,0.005848244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01350355,"about_ca_system_score_gemma":0.02097299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2335725,"about_ca_topic_score_gemma":0.4411895,"domain_scores_codex":[0.998673,0.0001581531,0.00002871171,0.0001573847,0.0003240993,0.0006588186],"domain_scores_gemma":[0.9977627,0.0002977121,0.0001140713,0.00008762834,0.0004807166,0.001257176],"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":[0.0005653938,0.0002336937,0.03144325,0.0003035875,0.0000351439,0.001752322,0.1118338,0.0009696675,0.001441094,0.1821703,0.5690103,0.1002414],"study_design_scores_gemma":[0.00005325358,0.0000551024,0.06321508,0.0001747757,0.00001424762,0.0001245226,0.1426155,0.0005348203,0.0004338279,0.007317,0.7854025,0.00005941704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4218013,0.0008052402,0.0009898439,0.06124717,0.0008855716,0.0001532817,0.002328548,0.000635031,0.5111541],"genre_scores_gemma":[0.7053673,0.0004062961,0.0009410611,0.003904876,0.0001696389,0.0001940279,0.001206379,0.0003915526,0.2874188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2335725,"threshold_uncertainty_score":0.464426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162416343325095,"score_gpt":0.2369327812684723,"score_spread":0.2206911469359628,"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."}}