{"id":"W7092670132","doi":"10.5281/zenodo.17395343","title":"V2DL3 - VERITAS (VEGAS and Eventdisplay) to DL3 Converter.","year":2025,"lang":"","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Service (business); Poison control; Software; Key (lock)","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":[0.003660506,0.003268903,0.001449558,0.002189543,0.0009770222,0.007144395,0.006690616,0.002825165,0.4313715],"category_scores_gemma":[0.01590989,0.002878646,0.002030575,0.001306787,0.0008816842,0.007502513,0.004258263,0.005404626,0.3276804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552346,"about_ca_system_score_gemma":0.002470487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826899,"about_ca_topic_score_gemma":0.005882816,"domain_scores_codex":[0.9961833,0.0004583802,0.000293957,0.0007077419,0.001810973,0.0005455763],"domain_scores_gemma":[0.9946002,0.001297567,0.0002427665,0.001570924,0.001989212,0.000299297],"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":[0.0006466816,0.00007108103,0.0008624268,0.000487024,0.00007056475,0.0002035029,0.0001735127,0.00130338,0.003654586,0.01132966,0.9480026,0.03319509],"study_design_scores_gemma":[0.0002346657,0.00004314927,0.0005310521,0.0001714449,0.00003822485,0.0003251573,0.00007925004,0.006044043,0.0189923,0.01054281,0.9628645,0.0001334341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001087856,0.0003548864,0.08425367,0.0005908496,0.0007225501,0.0002202099,0.04939814,0.8025658,0.06080608],"genre_scores_gemma":[0.02164817,0.0004624366,0.04023844,0.00219832,0.0001690029,0.0005936382,0.1308031,0.6910829,0.112804],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4313715,"threshold_uncertainty_score":0.8110795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274309788144421,"score_gpt":0.2235118779818412,"score_spread":0.210768780100397,"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."}}