{"id":"W4413990352","doi":"10.64252/0377g274","title":"The Concept Of Restoring The Rights Of Victims Of Mass Fraud With Justice","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Sciences","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Criminology; Political science; Law and economics; Business; Law; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000595601,0.00006087388,0.0001106848,0.00006327721,0.0001544896,0.00004321757,0.001966696,0.00001686645,0.0000352845],"category_scores_gemma":[0.00005949824,0.00002600342,0.0000629424,0.0001560623,0.001378455,0.0003574748,0.0001583819,0.00009087394,8.467134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004916531,"about_ca_system_score_gemma":0.00007198405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004173812,"about_ca_topic_score_gemma":0.000007784247,"domain_scores_codex":[0.9985267,0.00006185917,0.00037273,0.00009877987,0.0008489922,0.00009096126],"domain_scores_gemma":[0.9989215,0.0004120237,0.0004411396,0.0001311828,0.00007171278,0.00002250569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009150019,0.001304035,0.02462638,0.00005094398,0.001509281,0.00005150997,0.02397745,0.02625822,0.333544,0.4825763,0.006473991,0.09871294],"study_design_scores_gemma":[0.001552887,0.002676186,0.02853885,0.0006679916,0.0001302376,0.0001482463,0.005066523,0.01992317,0.8755571,0.02998079,0.03545285,0.000305225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330622,0.002190694,0.130229,0.00465485,0.003404452,0.000200766,0.00001423177,0.000006526187,0.02623728],"genre_scores_gemma":[0.9973282,0.0001187737,0.002176763,0.00006969476,0.00004644074,5.069329e-7,6.166128e-8,0.000001121346,0.0002584717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.542013,"threshold_uncertainty_score":0.5078973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053475980791455,"score_gpt":0.2420514222873272,"score_spread":0.2315166624794127,"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."}}