{"id":"W7099187330","doi":"","title":"planner/designers such as Frank","year":2015,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Appeal; Urban planning; Private sector; Urban design","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004682925,0.0009827178,0.0003396963,0.001177025,0.006105092,0.008706095,0.0009186696,0.003833831,0.06825992],"category_scores_gemma":[0.0134306,0.0005830158,0.0003325218,0.001329825,0.00453715,0.007556322,0.003289186,0.00482971,0.0309309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004570958,"about_ca_system_score_gemma":0.01103968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664597,"about_ca_topic_score_gemma":0.03631037,"domain_scores_codex":[0.9955303,0.00148966,0.0002320945,0.000865545,0.001384335,0.0004979973],"domain_scores_gemma":[0.9945078,0.001278408,0.0003418871,0.0008977545,0.00188891,0.001085213],"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":[0.00002291485,0.00001756791,0.0002859518,0.0001055279,0.00000391079,0.0001306722,0.002191157,0.0002259043,0.000299411,0.1709576,0.7767164,0.04904298],"study_design_scores_gemma":[0.000003338868,0.000002016359,0.00004458252,0.0000363671,0.000001231318,0.00005033875,0.0005817469,0.00007297283,0.00004686157,0.005478687,0.993677,0.000004941624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002788959,0.005295793,0.03297817,0.184046,0.008737675,0.0001763319,0.0003520173,0.001773735,0.7638513],"genre_scores_gemma":[0.06659197,0.004825524,0.02057593,0.07726167,0.00120209,0.000212337,0.0003477884,0.0009746757,0.828008],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9317401,"threshold_uncertainty_score":0.2283522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341029409641276,"score_gpt":0.2403236740308624,"score_spread":0.2069133799344496,"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."}}