{"id":"W4327906510","doi":"10.55232/1087002.3","title":"OS IMPACTOS NOCIVOS INVISÍVEIS DA MINERAÇÃO DE PEQUENA ESCALA DA OPALA NO MUNICÍPIO DE PEDRO II -PI: FATORES INIBIDORES DO DESENVOLVIMENTO LOCAL","year":2023,"lang":"pt","type":"book-chapter","venue":"Instituto Scientia eBooks","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Political science","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":["metaepi_narrow"],"category_scores_codex":[0.001521718,0.001662955,0.001431081,0.001319711,0.00106792,0.001296492,0.002317904,0.001540516,0.0007457284],"category_scores_gemma":[0.0001893275,0.001858178,0.0008050761,0.000184022,0.001476873,0.0004514108,0.001795884,0.001835543,0.001160743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690485,"about_ca_system_score_gemma":0.001077615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249493,"about_ca_topic_score_gemma":0.001680372,"domain_scores_codex":[0.9935279,0.00007794645,0.001650607,0.001693632,0.000779485,0.002270432],"domain_scores_gemma":[0.9956198,0.0001921997,0.0005195162,0.002197762,0.000240147,0.001230605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008296176,0.0006313857,0.005043848,0.005431523,0.005565142,0.005221278,0.04964209,0.08411747,0.05328695,0.5677111,0.1265914,0.09592821],"study_design_scores_gemma":[0.003456717,0.001105107,0.0002480911,0.005987725,0.001132542,0.0006321829,0.0008730484,0.2382562,0.01383052,0.01292211,0.7141843,0.007371403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3057959,0.001581197,0.03559432,0.0001867456,0.008564575,0.00392197,0.0016666,0.004575129,0.6381136],"genre_scores_gemma":[0.8683822,0.0004394949,0.01036056,0.0004178598,0.001061827,0.0002719025,0.0002996097,0.0007649945,0.1180015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.587593,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190906847158254,"score_gpt":0.2617611598770632,"score_spread":0.2198520914054806,"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."}}