{"id":"W4253268254","doi":"10.53910/26531313-e200471427-429193","title":"\"Localization\": A means to reduce negative transportation impacts in the \"natural city\"","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Government (linguistics); Task force; Natural heritage; Public administration; Urban planning; Task (project management); Local government; Environmental planning; Political science; Geography; Regional science; Management; Civil engineering; Engineering; Archaeology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001706601,0.00007571513,0.00006827847,0.00002002203,0.0001502343,0.00005862307,0.0001094496,0.00002024786,0.00004627161],"category_scores_gemma":[0.00013031,0.00004359196,0.00002418059,0.0002626851,0.00009808831,0.0001265857,0.00001021391,0.00009749189,0.00002919905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006226113,"about_ca_system_score_gemma":0.00001757419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600517,"about_ca_topic_score_gemma":0.009449757,"domain_scores_codex":[0.9994323,0.00003853085,0.000141547,0.000123398,0.0001530066,0.0001112478],"domain_scores_gemma":[0.9996728,0.0001193559,0.00004084549,0.0001122199,0.00001015169,0.0000446714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00179981,0.0006642165,0.1261254,0.00003618382,0.000114557,0.00004898263,0.2294047,0.2018623,0.00339651,0.3253356,0.06828351,0.04292836],"study_design_scores_gemma":[0.003572555,0.0001716317,0.8519825,0.0000803978,0.0000606079,0.0000186447,0.003220757,0.00764022,0.0004917546,0.1065838,0.02586244,0.0003147265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419063,0.00003923885,0.02119404,0.03247628,0.0002048371,0.0004851358,0.00001017255,0.00001499716,0.00366904],"genre_scores_gemma":[0.9957981,0.00001695233,0.0008001507,0.003123444,0.00004455348,0.00001351466,0.000009041372,0.000004703766,0.0001895278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7258571,"threshold_uncertainty_score":0.5442928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892693414229692,"score_gpt":0.2415282717020633,"score_spread":0.2326013375597664,"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."}}