{"id":"W4406714273","doi":"10.32370/ia_2024_04_6","title":"Forensic Research of Some Samples of Modern Foreign-Made Criminal Weapons in Wartime and the Most Common Mistakes","year":2025,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criminology; Criminal investigation; Law; Political science; Forensic engineering; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001870543,0.0004155225,0.0003426524,0.006186074,0.003086536,0.002026703,0.0007336942,0.001118596,0.003078784],"category_scores_gemma":[0.00407139,0.00021562,0.0002488801,0.004660599,0.002649301,0.001490061,0.001451818,0.0007421842,0.0009486295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008452224,"about_ca_system_score_gemma":0.0009824267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547523,"about_ca_topic_score_gemma":0.002446335,"domain_scores_codex":[0.9983451,0.0003544515,0.0001358332,0.0003321884,0.0006934658,0.0001389312],"domain_scores_gemma":[0.9984933,0.000379478,0.000352308,0.0002631813,0.0004298258,0.00008192704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008386034,0.0001967946,0.1166859,0.002373408,0.0001379959,0.01685819,0.05562614,0.0005219369,0.08645561,0.04126869,0.01352304,0.6655138],"study_design_scores_gemma":[0.00001589963,0.0004981673,0.1648003,0.002133919,0.0002297825,0.05781459,0.07707046,0.0006182793,0.1182812,0.02230547,0.5560383,0.0001935668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204018,0.07307904,0.03634772,0.005037383,0.00198138,0.0002112,0.002031336,0.0003033307,0.06060676],"genre_scores_gemma":[0.8882451,0.02809055,0.04191526,0.0008432514,0.0005963096,0.00008747308,0.00111738,0.0001358537,0.03896872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006186074,"threshold_uncertainty_score":0.01029956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425615871908769,"score_gpt":0.3200056449325613,"score_spread":0.2774440577416845,"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."}}