{"id":"W4312378192","doi":"10.18227/2177-4307.acta.v10i23.3572","title":"ESTUDO SOBRE OS IMPACTOS DA URBANIZAÇÃO SOBRE OS RECURSOS HÍDRICOS NO MUNICÍPIO DE TAUBATÉ – SÃO PAULO: ANÁLISE DA EXPANSÃO DA MANCHA URBANA SOBRE O CÓRREGO DO JUDEU","year":2016,"lang":"pt","type":"article","venue":"ACTA Geográfica","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Geography; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006755273,0.0002749028,0.0002876499,0.001352451,0.001380326,0.001459778,0.0004791677,0.0003341839,0.001879313],"category_scores_gemma":[0.00214548,0.0004044906,0.0002687402,0.003577576,0.001707316,0.0005983493,0.001980422,0.000388571,0.0001407773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891451,"about_ca_system_score_gemma":0.002744148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1275953,"about_ca_topic_score_gemma":0.3430363,"domain_scores_codex":[0.9994247,0.0001824221,0.00002210963,0.00009982062,0.0001281968,0.0001427754],"domain_scores_gemma":[0.9982735,0.0007395876,0.0004594028,0.0001185193,0.0002548402,0.0001542521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009575875,0.00005062776,0.8825077,0.0003981927,0.00009379705,0.00153084,0.08356617,0.0004431412,0.003737394,0.002299824,0.0004863615,0.02479019],"study_design_scores_gemma":[0.0000023076,0.00006051784,0.944492,0.00008868881,0.00002814953,0.0001986432,0.04927131,0.00009625125,0.0003007311,0.00009854871,0.005356496,0.000006406651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963449,0.0003661146,0.0001030892,0.0001274545,0.000002429357,0.0000179898,0.0001781028,0.000003120984,0.002856978],"genre_scores_gemma":[0.9986327,0.0004600481,0.0001418106,0.00001082729,0.000001915968,0.00001332219,0.00007668802,0.000001783473,0.000660926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275953,"threshold_uncertainty_score":0.2537053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442487668861646,"score_gpt":0.2253798566684191,"score_spread":0.2109549799798026,"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."}}