{"id":"W4393375700","doi":"10.21747/21836671/pag2024a3","title":"Dinâmicas Da Desinformação","year":2024,"lang":"en","type":"article","venue":"Páginas a&b Arquivos & Bibliotecas","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Geology","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":["insufficient_payload"],"category_scores_codex":[0.0008760677,0.0002864753,0.0002937511,0.001607723,0.0007297499,0.001375029,0.0005787187,0.0002436151,0.001286607],"category_scores_gemma":[0.0002478806,0.0002750389,0.0002136792,0.005861249,0.0005132516,0.001758048,0.0001265335,0.0004609787,0.0009190589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634447,"about_ca_system_score_gemma":0.0005020225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047357,"about_ca_topic_score_gemma":0.002667702,"domain_scores_codex":[0.9972662,0.0001011781,0.000337119,0.0004892942,0.0009096129,0.0008965627],"domain_scores_gemma":[0.9987256,0.0003658591,0.00009678176,0.0004187206,0.00009970301,0.0002933365],"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":[0.00008424051,0.0001862807,0.001201028,0.000217477,0.0001898939,0.0003700479,0.03740878,0.00003687746,0.002600102,0.3876287,0.3150636,0.255013],"study_design_scores_gemma":[0.0001535027,0.00006293002,0.0009237857,0.0001140087,0.00004687643,0.0000179882,0.002074519,0.0003093177,0.001646162,0.004310833,0.989924,0.0004160567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3708096,0.0152881,0.003062387,0.01108535,0.00499197,0.0008622734,0.0001177674,0.001911672,0.5918708],"genre_scores_gemma":[0.9777749,0.003537892,0.0002728225,0.0005977165,0.001087415,0.000036827,0.000007761732,0.00004869605,0.01663595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6748604,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182731352573367,"score_gpt":0.3630318635497511,"score_spread":0.3112045500240175,"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."}}