{"id":"W1999447920","doi":"10.1590/s1678-31662014000300007","title":"O problema da expertise e as questões da governança ambiental","year":2014,"lang":"pt","type":"article","venue":"Scientiae Studia","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Epistemology; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006884507,0.0003385528,0.0005926043,0.00162977,0.006364684,0.0107495,0.001520311,0.003767151,0.0175121],"category_scores_gemma":[0.01460837,0.0004020022,0.0006027371,0.002421641,0.01417333,0.0122808,0.00833648,0.003108336,0.001870185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005571544,"about_ca_system_score_gemma":0.005958597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267273,"about_ca_topic_score_gemma":0.01457752,"domain_scores_codex":[0.9902273,0.005211777,0.000290649,0.001688927,0.001589562,0.0009917264],"domain_scores_gemma":[0.9903641,0.005156299,0.0009460584,0.001154409,0.001317251,0.001061933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003933545,0.0000577924,0.006463427,0.0002476361,0.00002275217,0.000260876,0.0353283,0.001212896,0.0009679241,0.9080386,0.006334676,0.04102589],"study_design_scores_gemma":[0.00002748822,0.00007688206,0.009973912,0.0004316233,0.00002955027,0.0003729592,0.04830901,0.002627281,0.0007295195,0.5098619,0.4274917,0.00006811191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1501935,0.004716379,0.08602292,0.06842817,0.0006810862,0.0001050547,0.0003502105,0.0002624512,0.6892402],"genre_scores_gemma":[0.9596354,0.001356773,0.007536197,0.001382376,0.0002160636,0.000094986,0.00006944382,0.0000547094,0.02965401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9936353,"threshold_uncertainty_score":0.05858386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009646109981556166,"score_gpt":0.2534327994783719,"score_spread":0.2437866894968157,"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."}}