{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695974,0.0004636629,0.0002067942,0.002488231,0.0008155078,0.00177836,0.0005759145,0.0004067987,0.003930814],"category_scores_gemma":[0.001246253,0.0002711859,0.0003650866,0.006789244,0.0005224145,0.0006617867,0.0006824028,0.0002886053,0.0007155621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457696,"about_ca_system_score_gemma":0.002463573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1793431,"about_ca_topic_score_gemma":0.2442859,"domain_scores_codex":[0.9995265,0.0000749525,0.00002324996,0.0001256761,0.0001743747,0.00007537585],"domain_scores_gemma":[0.9991756,0.0001337753,0.0001808707,0.00008326112,0.0003503026,0.0000761011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004716215,0.0001386081,0.6779479,0.001620736,0.0001772579,0.00146589,0.01554404,0.01110772,0.02514805,0.003741799,0.0109027,0.2517336],"study_design_scores_gemma":[0.000009340623,0.0001258562,0.8972744,0.0001580796,0.00005947725,0.0003256598,0.01209727,0.004512329,0.003072038,0.0005428256,0.08177885,0.00004385168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513226,0.001638635,0.004199375,0.0007379631,0.00005939783,0.0001770412,0.006662073,0.0004872381,0.03471566],"genre_scores_gemma":[0.975321,0.001165183,0.006024893,0.00002770766,0.00001593898,0.0001466486,0.00229985,0.00004807686,0.01495069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793431,"threshold_uncertainty_score":0.3565984,"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."}}