{"id":"W3174814791","doi":"10.47472/xkyc3057","title":"Sustainable resources of urban economy","year":2020,"lang":"en","type":"article","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prosperity; Urbanization; Order (exchange); Sustainable development; Quality (philosophy); Sustainability; Urban planning; Business; Economic growth; Economic system; Environmental economics; Economics; Political science; Engineering; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000720597,0.0000886971,0.0001065983,0.00001609289,0.00005723689,0.00001298946,0.000191288,0.00002946885,0.01070771],"category_scores_gemma":[0.00002041614,0.00008056412,0.00003585755,0.0001814391,0.0001356888,0.0002205279,0.0003192914,0.0000442526,0.0006493895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009257939,"about_ca_system_score_gemma":0.000006130612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004587923,"about_ca_topic_score_gemma":0.000002588327,"domain_scores_codex":[0.9992778,0.00001288514,0.0001549674,0.0001845845,0.0001012102,0.0002685903],"domain_scores_gemma":[0.9997032,0.0000132673,0.00004475037,0.0001048728,0.000002115621,0.0001317819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008149102,0.0001185121,0.7016937,0.0001193193,0.00003378317,0.00004813713,0.01390082,0.001289543,0.002580519,0.01049868,0.2661313,0.003504175],"study_design_scores_gemma":[0.0003843888,0.0001075216,0.06385831,0.000001576305,0.000007493694,0.000001280875,0.01145746,0.000357142,0.008219073,0.001591842,0.9137704,0.000243469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5473558,0.00001275217,0.0000498827,0.001261267,0.000004547801,0.00009935933,3.112501e-7,0.00002654879,0.4511895],"genre_scores_gemma":[0.9735265,0.000003361544,0.0004463207,0.001733161,0.00002931203,0.000006756358,0.000001777615,0.000009271452,0.02424359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6476391,"threshold_uncertainty_score":0.9901966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006892899202340935,"score_gpt":0.1827617655032286,"score_spread":0.1758688663008877,"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."}}