{"id":"W4206372294","doi":"10.53910/26531313-e200471424-426216","title":"Evolving cities into a sustaining and sustainable habitat","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology and society; Sociology; Library science; Sustainable development; Political science; Media studies; Management; Social science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004158004,0.0002052879,0.0002291287,0.0001081256,0.000366796,0.0002693069,0.0001072322,0.00006175898,0.000007329444],"category_scores_gemma":[0.0002899696,0.0001580576,0.00003190086,0.0001677993,0.0001935891,0.0001503433,0.0001336835,0.0001675399,0.000004957486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815526,"about_ca_system_score_gemma":0.0001337829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988125,"about_ca_topic_score_gemma":0.00006414823,"domain_scores_codex":[0.9989368,0.00002277829,0.0002076798,0.000176196,0.0001506286,0.0005058583],"domain_scores_gemma":[0.9993159,0.0002463931,0.00002529385,0.0001577507,0.0001003101,0.0001544173],"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":[0.0001139844,0.00001753701,0.001356026,0.0008526249,0.000154179,0.0002929784,0.02598131,0.007904861,0.00007870576,0.9473068,0.008245992,0.007695057],"study_design_scores_gemma":[0.006160135,0.0001221524,0.00299567,0.0001447186,0.0000872259,0.00009231419,0.05274894,0.009850807,0.0002642374,0.8983039,0.02847553,0.0007543499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4399212,0.06134665,0.3928356,0.008793021,0.001407995,0.002440544,0.000006526519,0.001445557,0.09180291],"genre_scores_gemma":[0.9911792,0.0003647931,0.005854693,0.0001734164,0.0001061838,0.00002117023,0.000002817307,0.00003756956,0.002260119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.551258,"threshold_uncertainty_score":0.6445404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004339748036025219,"score_gpt":0.1902052002249069,"score_spread":0.1858654521888817,"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."}}