{"id":"W6929792086","doi":"10.5281/zenodo.10518178","title":"transientlunatic/asimov: asimov 0.5.5","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Frame (networking); Default; Software; Type (biology)","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":[0.003103948,0.002670873,0.001174095,0.00168868,0.001128268,0.005254456,0.00504607,0.003112133,0.2392905],"category_scores_gemma":[0.008317863,0.002319834,0.001486472,0.0008518407,0.001061975,0.004633255,0.003450289,0.003666202,0.2714503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923242,"about_ca_system_score_gemma":0.001191025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336061,"about_ca_topic_score_gemma":0.002470781,"domain_scores_codex":[0.9979969,0.0002972985,0.0001060166,0.0004136974,0.0008720431,0.0003140017],"domain_scores_gemma":[0.9966397,0.000543634,0.0002304096,0.001263788,0.0009896019,0.000332863],"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":[0.0006046515,0.00006442098,0.0008410393,0.0004380739,0.00006156069,0.0001615668,0.0001959292,0.0007936323,0.006221368,0.009492422,0.9424074,0.0387179],"study_design_scores_gemma":[0.0001539226,0.00009595217,0.0007160906,0.0001335606,0.00004447813,0.0002593497,0.00004246748,0.003154473,0.01781996,0.005787493,0.9716698,0.0001223819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001588812,0.0003582799,0.03976715,0.0004888776,0.0006265955,0.0001168876,0.009943875,0.8815812,0.06552829],"genre_scores_gemma":[0.03259963,0.000363783,0.02950956,0.001280105,0.0002812998,0.0003148892,0.03878373,0.7941257,0.1027413],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2392905,"threshold_uncertainty_score":0.8005065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567205940751453,"score_gpt":0.3565641382467705,"score_spread":0.1998435441716252,"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."}}