{"id":"W2900733658","doi":"","title":"The feasibility of using community-based neighborhood planning. case study: aligapo neighborhood in ardebil city.","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Turkish Urban and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Urban planning; Quarter (Canadian coin); Geography; Environmental planning; Variable (mathematics); Regional science; Sociology; Engineering; Demography; Civil engineering; Mathematics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004125525,0.000371199,0.0007121546,0.0001846134,0.002738343,0.0002449266,0.0008872838,0.0005774258,0.0001314361],"category_scores_gemma":[0.0008987717,0.0003041313,0.000230022,0.0008146288,0.0005953963,0.0001676104,0.00006344989,0.001018262,0.000003152659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736252,"about_ca_system_score_gemma":0.001235807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2162791,"about_ca_topic_score_gemma":0.5243641,"domain_scores_codex":[0.994507,0.002871132,0.0008325072,0.0003897411,0.0008348041,0.0005648152],"domain_scores_gemma":[0.9967457,0.001201675,0.0005739361,0.000776995,0.0005462716,0.0001553924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003074062,0.001858381,0.3818828,0.0001279702,0.0001420344,0.0002707937,0.610901,0.00001137264,0.00001678312,0.002195988,0.0006013017,0.001684137],"study_design_scores_gemma":[0.0009671942,0.0003020537,0.01433715,0.0001971453,0.0001396045,0.000002515201,0.9788917,0.0001247754,0.00005683261,0.003357416,0.001136501,0.0004870787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924336,0.0003465138,0.00001384014,0.00008589163,0.0008506267,0.001302069,0.00001992544,0.00008490925,0.0729602],"genre_scores_gemma":[0.9975077,0.00001578489,0.00006079566,0.00008709411,0.0002753847,0.00002840472,0.00007344809,0.00003955199,0.001911859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679907,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663282147979381,"score_gpt":0.4407977213372017,"score_spread":0.2744695065392636,"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."}}