{"id":"W4247946405","doi":"10.53910/26531313-e200673436-441113","title":"Separating out the levels: Globalization, identity, and the Ekistic Grid in sociological perspective","year":2019,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Sociological imagination; Globalization; Environmental sociology; Identity (music); Perspective (graphical); Urban sociology; Social science; Sociological theory; Environmental ethics; Media studies; Political 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":[0.0005108942,0.0001143695,0.0002123853,0.00002007597,0.0001452377,0.0001407128,0.000156236,0.00004648396,0.00002760668],"category_scores_gemma":[0.0003051094,0.0000516271,0.00005234842,0.0001165911,0.0002820951,0.00005184145,0.00007007611,0.0001685798,0.00002335912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003730975,"about_ca_system_score_gemma":0.00001329675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003463114,"about_ca_topic_score_gemma":0.0009288413,"domain_scores_codex":[0.9992959,0.0001298075,0.0001767892,0.0001289639,0.0001285101,0.0001400369],"domain_scores_gemma":[0.9990945,0.0006533072,0.00003520586,0.0001439131,0.00004140542,0.00003159949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007082456,0.00001123277,0.0071936,0.0000222942,0.0001738223,0.000003256036,0.008711572,0.007882445,0.00003553716,0.971372,0.004139549,0.000383837],"study_design_scores_gemma":[0.003119634,0.00003513586,0.02037647,0.00002857878,0.0001984539,0.000008732808,0.002589386,0.5562804,0.000005192423,0.4157375,0.00138441,0.0002361365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4597924,0.0312846,0.3779889,0.0298763,0.003043544,0.003166619,0.000116945,0.000362291,0.09436835],"genre_scores_gemma":[0.9987249,0.0002229552,0.00009232913,0.0002161615,0.0001780363,0.000006307243,0.000002206525,0.000008341538,0.0005487217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5556345,"threshold_uncertainty_score":0.2105292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656065312267189,"score_gpt":0.2511520805119465,"score_spread":0.2345914273892746,"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."}}