{"id":"W7161984665","doi":"10.82308/17182","title":"Blanche Lemco van Ginkel and H.P. Daniel van Ginkel : urban planning","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban planning; Modernism (music); Style (visual arts); Regional planning; Work (physics); Urban design; Product (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"],"consensus_categories":[],"category_scores_codex":[0.0001061993,0.0005732034,0.0004811813,0.0002683889,0.0001662802,0.0001064459,0.0002427305,0.0004983622,0.0001329058],"category_scores_gemma":[0.00002352607,0.0005556084,0.0001127119,0.0001142912,0.00003009735,0.0001232369,0.00002462179,0.0007626423,0.00005686424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009012899,"about_ca_system_score_gemma":0.00007544377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005200299,"about_ca_topic_score_gemma":0.0001780548,"domain_scores_codex":[0.9983979,0.00002349568,0.0003485553,0.0004497981,0.0002880247,0.0004922334],"domain_scores_gemma":[0.9992642,0.00007385528,0.00006877675,0.0003547817,0.0000397291,0.0001986109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006592909,0.0004384651,0.01101132,0.01247902,0.002721976,0.0007868197,0.1484953,0.4273825,0.02359039,0.0110003,0.2533922,0.1080424],"study_design_scores_gemma":[0.01492056,0.001519148,0.09955754,0.007423899,0.002692319,0.0005327215,0.01967073,0.188277,0.04463928,0.2192899,0.378553,0.0229239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1080099,0.008653766,0.1345299,0.00003802768,0.001605049,0.0008710018,0.00005973536,0.002291969,0.7439407],"genre_scores_gemma":[0.9228323,0.0002354926,0.005479392,0.0001728963,0.0008964987,0.00006371527,0.001388928,0.0003543365,0.06857648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8148224,"threshold_uncertainty_score":0.9996895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482539273008799,"score_gpt":0.2371838056403333,"score_spread":0.2223584129102453,"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."}}