{"id":"W3217562332","doi":"10.35699/2316-770x.2020.21466","title":"Mineração, desastres, formação crítica","year":2021,"lang":"pt","type":"article","venue":"Revista da Universidade Federal de Minas Gerais","topic":"Tailings Management and Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002035485,0.0006034401,0.0006200314,0.000241392,0.0004695079,0.001386171,0.0004838182,0.0002814095,0.00259248],"category_scores_gemma":[0.0001164242,0.0006944548,0.0003928285,0.000587456,0.0001006291,0.0005917099,0.0003638757,0.0005479319,0.0005023406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005135082,"about_ca_system_score_gemma":0.0002035905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311149,"about_ca_topic_score_gemma":0.00006793749,"domain_scores_codex":[0.9972982,0.0001583771,0.0004982494,0.0006015212,0.0003714162,0.001072227],"domain_scores_gemma":[0.9985778,0.0001081188,0.0001254604,0.0006494743,0.0001837016,0.0003553994],"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":[0.0006031318,0.0006953959,0.007465984,0.01138631,0.003107194,0.00986601,0.01380953,0.0070004,0.05471515,0.05280569,0.7013406,0.1372046],"study_design_scores_gemma":[0.00129692,0.000138379,0.001677823,0.0008351905,0.0003894879,0.0001067849,0.004411789,0.01063104,0.005374247,0.00006541001,0.9738958,0.001177146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6717638,0.06982565,0.01951167,0.008128891,0.001803023,0.001359993,0.0003426431,0.001289078,0.2259752],"genre_scores_gemma":[0.8481089,0.001858992,0.002860524,0.0003749554,0.0003808503,0.000006843417,0.0001988434,0.0001349364,0.1460752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725552,"threshold_uncertainty_score":0.9996505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843894122812136,"score_gpt":0.2218863639573297,"score_spread":0.2034474227292083,"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."}}