{"id":"W4293793104","doi":"10.24980/ucm.v11i13.4211","title":"MAPEAMENTO DO USO E OCUPAÇÃO DO SOLO DA ÁREA RURAL DO MUNICÍPIO DE SANTA ALBERTINA – SP: LEVANTAMENTO TÉCNICO","year":2022,"lang":"pt","type":"article","venue":"Unifunec Científica Multidisciplinar","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geoprocessing; Geography; Agricultural science; Forestry; Environmental science; Cartography","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","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00176082,0.001555346,0.001096677,0.0003836808,0.004224866,0.001047205,0.003484133,0.000432546,0.02750066],"category_scores_gemma":[0.0001149877,0.001350559,0.0007697296,0.002340015,0.0006400765,0.0009899794,0.008330009,0.001537184,0.002756254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498761,"about_ca_system_score_gemma":0.0002076607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000453352,"about_ca_topic_score_gemma":0.0004348211,"domain_scores_codex":[0.9892849,0.0007974911,0.001649939,0.002348903,0.002852751,0.00306601],"domain_scores_gemma":[0.995668,0.00031279,0.0009103063,0.001819062,0.00007150168,0.001218335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001563979,0.006927569,0.2478234,0.0003150201,0.0007266254,0.001064167,0.1432236,0.01212262,0.2611132,0.001863745,0.3007876,0.02246846],"study_design_scores_gemma":[0.008336341,0.001720291,0.2410442,0.0007166812,0.0006778303,0.0005475503,0.1736719,0.006012538,0.007605805,0.0008877381,0.5525984,0.006180719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797611,0.001919901,0.00004595497,0.004406032,0.002248538,0.002142627,0.0005856148,0.0002575537,0.008632635],"genre_scores_gemma":[0.9400979,0.0007146667,0.0006732284,0.0004088547,0.0003022352,0.0002817053,0.0005447899,0.0001496933,0.05682697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2535074,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293472852040066,"score_gpt":0.2470327606313375,"score_spread":0.2340980321109369,"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."}}