{"id":"W4386824655","doi":"10.4322/mp.978-65-84548-14-5.c3","title":"Estratégias de recuperação de áreas degradadas","year":2023,"lang":"pt","type":"book-chapter","venue":"Mérida Publishers eBooks","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00182475,0.001054268,0.0006742023,0.0002602447,0.0007935177,0.0012259,0.001331339,0.001315442,0.0109599],"category_scores_gemma":[0.0002260307,0.001193669,0.0005139699,0.0001353449,0.001405888,0.001053543,0.0006817952,0.001627498,0.002975756],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005664298,"about_ca_system_score_gemma":0.0005912201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005017064,"about_ca_topic_score_gemma":0.0008827469,"domain_scores_codex":[0.9942073,0.0002277821,0.0008990528,0.001626936,0.001145327,0.00189366],"domain_scores_gemma":[0.9968023,0.000228324,0.0003954705,0.001372668,0.00003280714,0.001168464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006110558,0.001182876,0.07737432,0.001067393,0.001062787,0.001385332,0.03502058,0.002367546,0.004078883,0.04563263,0.3138669,0.5163497],"study_design_scores_gemma":[0.001580333,0.0008002035,0.09323973,0.0004921913,0.0005924882,0.0003315969,0.01610804,0.0005499984,0.001846966,0.07480807,0.8051714,0.004479011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08015298,0.0001025672,0.0002400161,0.003218367,0.001434405,0.001432659,0.00008049545,0.0004171009,0.9129214],"genre_scores_gemma":[0.2286285,0.00004755902,0.0008675716,0.001193949,0.0004145681,0.000158484,0.0001978179,0.0002990523,0.7681925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5118707,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636317872716648,"score_gpt":0.2373968171911189,"score_spread":0.2110336384639525,"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."}}