{"id":"W2065859348","doi":"10.1590/s1414-753x2007000100005","title":"Rumo a uma abordagem integrada da conservação e uso sustentável da biodiversidade: lições aprendidas a partir do projeto da biodiversidade do Rio Rideau","year":2007,"lang":"pt","type":"article","venue":"Ambiente & sociedade","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Aboriginal Affairs Northern Dev Canada","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002387634,0.001572109,0.001288468,0.0002786915,0.001893485,0.0014939,0.002533407,0.001009857,0.004861955],"category_scores_gemma":[0.000510706,0.001611174,0.001079792,0.002498631,0.003510053,0.001646415,0.002559321,0.001826451,0.003511625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004195015,"about_ca_system_score_gemma":0.000341573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008579273,"about_ca_topic_score_gemma":0.001332195,"domain_scores_codex":[0.988836,0.0004741783,0.001601475,0.002911556,0.002430712,0.0037461],"domain_scores_gemma":[0.9946935,0.0005912094,0.001257367,0.002004331,0.0002222219,0.001231407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00175777,0.0036597,0.6786512,0.001229188,0.0008298507,0.00219032,0.1498265,0.0001482521,0.006905957,0.001381746,0.1374154,0.01600422],"study_design_scores_gemma":[0.006328346,0.001220667,0.1986848,0.0008070663,0.0009267353,0.0001652056,0.5334844,0.0004159223,0.007770942,0.0006093132,0.2460205,0.003566071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816307,0.003023283,0.0001592377,0.005500536,0.001812928,0.002289732,0.002039714,0.0003331124,0.003210713],"genre_scores_gemma":[0.9857969,0.001642361,0.0003994403,0.002487156,0.0003213564,0.00008573263,0.0002119356,0.0001211478,0.00893394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4799663,"threshold_uncertainty_score":0.9997027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03500844228267498,"score_gpt":0.28358498909187,"score_spread":0.248576546809195,"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."}}