{"id":"W4322747707","doi":"10.1007/978-3-031-23876-5_11","title":"A Rejection Approach to Locate a New City Park","year":2023,"lang":"en","type":"book-chapter","venue":"International series in management science/operations research/International series in operations research & management science","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geography; Urban park; Computer science; Environmental planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01187948,0.0006836958,0.0005406024,0.01808563,0.002208725,0.004567276,0.007148826,0.0002190352,0.001219971],"category_scores_gemma":[0.0008284941,0.0007322953,0.0001703438,0.009576472,0.003696819,0.00522502,0.003970249,0.001729219,0.001201283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00597134,"about_ca_system_score_gemma":0.0006366483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018219,"about_ca_topic_score_gemma":0.01359015,"domain_scores_codex":[0.9841213,0.0001888603,0.001514842,0.002461332,0.009824391,0.00188933],"domain_scores_gemma":[0.9955133,0.0001267778,0.00005421775,0.001525644,0.002168302,0.0006117563],"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":[0.00008825497,0.0001385963,0.00007014247,0.00005996305,0.0001580107,0.0001059658,0.0007239555,0.4597188,0.0003446712,0.5270928,0.008012418,0.003486437],"study_design_scores_gemma":[0.001419759,0.0003219057,0.00438636,0.001172524,0.00004709439,0.00003848802,0.004831499,0.6408933,0.0005484163,0.03684506,0.3074233,0.002072307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001352159,0.00006623337,0.01290277,0.007986089,0.00285797,0.003845787,0.0001191263,0.0003944112,0.9704754],"genre_scores_gemma":[0.1094574,0.004628215,0.01723693,0.0001361263,0.0005169566,0.001776649,0.0003494387,0.0001412837,0.865757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4902477,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066339272419516,"score_gpt":0.3632259093042292,"score_spread":0.2565919820622776,"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."}}