{"id":"W2083246631","doi":"10.5539/ass.v11n11p131","title":"Geographical Approaches to the Study of the Urban Environment","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Geography; Environmental resource management; Environmental planning; Ecology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342529,0.0009745139,0.0006286174,0.004317102,0.001295279,0.00426755,0.001544464,0.001021672,0.007823051],"category_scores_gemma":[0.002483262,0.0003338111,0.0007651628,0.005489878,0.005903332,0.003086797,0.003074789,0.001743492,0.0008696305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303934,"about_ca_system_score_gemma":0.001773235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008585664,"about_ca_topic_score_gemma":0.01071933,"domain_scores_codex":[0.9982756,0.001176857,0.00006083816,0.0001464458,0.0002516147,0.00008865781],"domain_scores_gemma":[0.9988525,0.0006382174,0.0001297744,0.0001283021,0.0001741041,0.00007706566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003617562,0.000007019196,0.0005373035,0.0001747058,0.00002171003,0.00006809584,0.0006405913,0.003582669,0.00007744298,0.9796212,0.001500779,0.0137649],"study_design_scores_gemma":[0.00000738477,0.00002249509,0.001579968,0.0001554257,0.00002061499,0.0001775034,0.002174224,0.003987595,0.00008100746,0.8378323,0.1539408,0.00002063287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01643783,0.09575626,0.5443231,0.01601871,0.001293686,0.0002169148,0.0008242059,0.0002414164,0.3248877],"genre_scores_gemma":[0.6014511,0.1143543,0.2405853,0.001663847,0.002911708,0.0006281678,0.000855067,0.0001565584,0.03739409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008585664,"threshold_uncertainty_score":0.02617073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559163989282588,"score_gpt":0.2209974084381671,"score_spread":0.1754057685453412,"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."}}