{"id":"W3022213549","doi":"10.4018/ijose.2020070104","title":"Sustainable Urban Development","year":2020,"lang":"en","type":"article","venue":"International Journal of Strategic Engineering","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban planning; Comparability; Sustainable development; Environmental planning; Business; Political science; Geography; Civil engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364525,0.0008562515,0.0004944411,0.001205234,0.001934882,0.006148203,0.0009910809,0.001463944,0.04249099],"category_scores_gemma":[0.002311725,0.0003076216,0.0004508222,0.00155933,0.002314658,0.002824442,0.007288618,0.002199141,0.01303677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435115,"about_ca_system_score_gemma":0.009750132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112877,"about_ca_topic_score_gemma":0.02858048,"domain_scores_codex":[0.9983035,0.0003942974,0.00007455784,0.0001720442,0.0007364576,0.0003191532],"domain_scores_gemma":[0.9989711,0.00009964009,0.00008050998,0.0001421433,0.0004128203,0.0002938052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000170678,0.00004830211,0.00151496,0.0008750432,0.00003736476,0.0002292137,0.001963956,0.001129299,0.001022469,0.4246587,0.3013794,0.2671243],"study_design_scores_gemma":[0.000001876037,0.00001587428,0.0008376739,0.0002206907,0.000003340476,0.00008342116,0.0004911882,0.0001867381,0.0001665944,0.01851591,0.9794682,0.000008606336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004469818,0.01236152,0.01150182,0.01747584,0.001294441,0.0002546508,0.001220766,0.0004463919,0.9509747],"genre_scores_gemma":[0.2341378,0.02959945,0.02718562,0.008159357,0.0006441122,0.0005558608,0.002983671,0.0005080722,0.696226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04249099,"threshold_uncertainty_score":0.1421465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327868835415535,"score_gpt":0.2056889690647407,"score_spread":0.1924102807105853,"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."}}