{"id":"W2282653320","doi":"10.1007/978-94-017-9655-2","title":"Theme Cities: Solutions for Urban Problems","year":2015,"lang":"en","type":"book","venue":"˜The œGeojournal library","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Theme (computing); Geography; Architectural engineering; Regional science; Environmental planning; Sociology; Computer science; Engineering; World Wide Web","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":[0.001126447,0.000946934,0.0005738739,0.002252805,0.005285772,0.01484798,0.001370663,0.00338246,0.05340217],"category_scores_gemma":[0.001740519,0.0003563382,0.0004826753,0.00441778,0.004815905,0.0109123,0.0072077,0.004832337,0.0140498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005395051,"about_ca_system_score_gemma":0.01109342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009770478,"about_ca_topic_score_gemma":0.03816009,"domain_scores_codex":[0.9994838,0.0002209695,0.00001442163,0.00003780812,0.0001659925,0.00007699811],"domain_scores_gemma":[0.9994874,0.0001679342,0.00002870258,0.00003692623,0.0001231642,0.0001557864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004101313,0.00001296167,0.00003866798,0.0001623891,0.000002613288,0.00001856195,0.001095906,0.0001012482,0.00003017606,0.2151406,0.7457361,0.03765674],"study_design_scores_gemma":[0.000001855106,0.000001871518,0.00003116262,0.00009220622,0.000001431639,0.00001282755,0.001056254,0.00002796003,0.00001129595,0.02479071,0.97397,0.000002475847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001028728,0.09303123,0.002925543,0.1290507,0.01690809,0.00004706636,0.0001856545,0.000372848,0.7564502],"genre_scores_gemma":[0.01396671,0.07099291,0.002714571,0.02526802,0.007558499,0.0001208028,0.000253899,0.0003545802,0.8787699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05340217,"threshold_uncertainty_score":0.1786481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513914017257442,"score_gpt":0.2604961158255387,"score_spread":0.1853569756529642,"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."}}