{"id":"W2754234872","doi":"10.25071/1708-6701.25699","title":"Invisible Cities (CD Review)","year":2010,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001572755,0.0009982607,0.001563812,0.004909988,0.0006963365,0.002615477,0.00154263,0.002599608,0.04535892],"category_scores_gemma":[0.005637069,0.0004420785,0.001114747,0.007950655,0.001121754,0.002556961,0.002473304,0.00165502,0.009868629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061933,"about_ca_system_score_gemma":0.007551435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007795112,"about_ca_topic_score_gemma":0.02532958,"domain_scores_codex":[0.9990563,0.0002783383,0.0001214465,0.0001005706,0.0003320055,0.0001112702],"domain_scores_gemma":[0.9977353,0.000829307,0.0004741619,0.0001214578,0.0006463274,0.0001934339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005061829,0.00001688273,0.00006903172,0.02450328,0.00008047261,0.00008196836,0.00003693092,0.00004347987,0.00009295373,0.002397546,0.7317724,0.2408546],"study_design_scores_gemma":[0.00004413457,0.00002003049,0.0003506068,0.01530824,0.0001639096,0.000183418,0.00005067248,0.000007484435,0.00003931074,0.0006475782,0.983178,0.000006820305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000095639,0.966323,0.0001238227,0.008346124,0.01229022,0.00006595496,0.0002584754,0.00002939623,0.01246732],"genre_scores_gemma":[0.002150978,0.9694142,0.0003793341,0.01172448,0.004763008,0.0001508807,0.0003212306,0.00001518116,0.01108074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04535892,"threshold_uncertainty_score":0.1517407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773867717111757,"score_gpt":0.3212345677493557,"score_spread":0.2934958905782381,"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."}}