{"id":"W2238019982","doi":"10.25071/1923-9408.25242","title":"Penetrating the City","year":2001,"lang":"en","type":"article","venue":"Tessera","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549754,0.00002931583,0.00003341291,0.000002433531,0.0009673121,0.00004473931,0.0001089693,0.00001476255,0.0006154481],"category_scores_gemma":[0.0001004206,0.0000157927,0.0000185237,0.0001163918,0.0000837689,0.00005553257,0.00001720484,0.00004165532,0.00005344743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143164,"about_ca_system_score_gemma":0.00001117662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006102687,"about_ca_topic_score_gemma":0.01250478,"domain_scores_codex":[0.9996412,0.00003014572,0.00004146831,0.00005207984,0.0001174551,0.0001176843],"domain_scores_gemma":[0.9998401,0.00005217405,0.00001626408,0.00003991727,0.00003225952,0.00001928922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001164727,0.00006210242,0.6093761,0.000003431986,0.00003584925,0.00001139024,0.1060303,0.000004302682,0.001207691,0.1054942,0.01919543,0.1585677],"study_design_scores_gemma":[0.00007057798,0.00001438153,0.3652614,0.000005904408,0.000006654399,8.143078e-7,0.01803402,0.000006074759,0.00008405749,0.005757699,0.6106601,0.0000983394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7449406,0.0003022642,0.0000048684,0.009215598,0.0001010138,0.00005069473,1.819213e-7,0.00004806086,0.2453367],"genre_scores_gemma":[0.9947817,0.0001619733,0.00002065644,0.0004609617,0.0003386921,0.000005862245,2.241889e-7,0.000001139013,0.004228836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5914646,"threshold_uncertainty_score":0.9225478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817989992823423,"score_gpt":0.333497943735545,"score_spread":0.2653180438073108,"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."}}