{"id":"W2901373932","doi":"10.20944/preprints201811.0310.v1","title":"Computational Topology Techniques Help to Solve a Long-Lasting Forensic Dilemma: Aldo Moro&amp;rsquo;s Death","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Digital Media Forensic Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Social connectedness; Terrorism; Topology (electrical circuits); Computer science; Planar; Law; Artificial intelligence; Mathematics; Computer graphics (images); Psychology; Political science; Social psychology; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001666604,0.0007185688,0.0005428856,0.003175333,0.001302783,0.002720318,0.0008446238,0.001648305,0.002971759],"category_scores_gemma":[0.007349064,0.0003624518,0.0005116296,0.001168872,0.002610876,0.003588303,0.002288944,0.001146196,0.0006100619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983976,"about_ca_system_score_gemma":0.0005174268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006820064,"about_ca_topic_score_gemma":0.0008851738,"domain_scores_codex":[0.9992353,0.0002888053,0.0000362913,0.0001704376,0.0002068535,0.00006225712],"domain_scores_gemma":[0.9974618,0.001168479,0.0004060124,0.0004452997,0.0003199133,0.0001985349],"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":[0.0004127992,0.00009736024,0.02242742,0.0005538195,0.0001707959,0.004132066,0.004444055,0.115195,0.03141107,0.5083874,0.008949078,0.3038191],"study_design_scores_gemma":[0.00003629631,0.0001863309,0.01009235,0.0001985371,0.00007619349,0.004934137,0.004016469,0.4445491,0.02462929,0.4760557,0.03507159,0.0001540193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2149853,0.0007999314,0.7710939,0.002573839,0.0001879364,0.00006865075,0.0001798316,0.0003798136,0.009730862],"genre_scores_gemma":[0.7596558,0.0005989298,0.2356006,0.0001518483,0.0001177778,0.00004467208,0.0001804544,0.0001428171,0.003507056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003175333,"threshold_uncertainty_score":0.009941578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098400715290658,"score_gpt":0.3482177465668509,"score_spread":0.2383776750377851,"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."}}