{"id":"W2916075447","doi":"10.5281/zenodo.16578","title":"ProbabilisticNetwork.jl: 0.1.0","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004953059,0.003270637,0.00244536,0.002869037,0.0008520412,0.005349369,0.009649219,0.003325466,0.2996983],"category_scores_gemma":[0.01344859,0.004928711,0.003043841,0.001972358,0.001456304,0.005365502,0.004801816,0.006922714,0.2733238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002591522,"about_ca_system_score_gemma":0.003122695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006878013,"about_ca_topic_score_gemma":0.006633392,"domain_scores_codex":[0.9978527,0.0003051429,0.0001371711,0.0004400758,0.0009082392,0.0003568091],"domain_scores_gemma":[0.995335,0.001739009,0.0002348735,0.001312146,0.0009725297,0.0004064947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007577951,0.0001594669,0.001128966,0.001634136,0.0003874279,0.0001836239,0.0002403558,0.006818124,0.002966542,0.01575129,0.8942623,0.07571],"study_design_scores_gemma":[0.001086434,0.0002378887,0.002212322,0.0007130288,0.0001897758,0.0009053774,0.00007434193,0.07178102,0.02288404,0.05847706,0.8409485,0.0004901213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005783954,0.0003376306,0.1159533,0.0002834123,0.0003597174,0.0002041177,0.02623574,0.8473302,0.008717575],"genre_scores_gemma":[0.02850203,0.001409314,0.17229,0.001298528,0.0003686539,0.001266818,0.1179957,0.6276877,0.04918123],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2996983,"threshold_uncertainty_score":0.9988954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577910096644441,"score_gpt":0.2545766237241862,"score_spread":0.196785614059742,"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."}}