{"id":"W6948776760","doi":"10.5281/zenodo.10928819","title":"virtualcell/vcell: Rerelease","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"","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":[0.003231683,0.001894148,0.00115261,0.001237429,0.001361579,0.006716939,0.005800579,0.002529572,0.1183965],"category_scores_gemma":[0.006561492,0.001281046,0.0009158555,0.0009522969,0.001272431,0.005319701,0.005563532,0.004087109,0.08460636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154677,"about_ca_system_score_gemma":0.002809681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233126,"about_ca_topic_score_gemma":0.008368396,"domain_scores_codex":[0.9977136,0.0002871873,0.0000880233,0.0002695867,0.001019725,0.0006218724],"domain_scores_gemma":[0.9959929,0.0005057979,0.00006792015,0.00164232,0.0008840891,0.0009069236],"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":[0.0008668152,0.0001692548,0.0003695224,0.0001819853,0.00003946315,0.0001631547,0.0003372404,0.003740539,0.005505464,0.06149272,0.8302051,0.09692873],"study_design_scores_gemma":[0.000232973,0.0000788995,0.0002320251,0.0000729434,0.00002855412,0.0001364308,0.00006349447,0.01798301,0.007457002,0.01831007,0.9553236,0.00008093209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.007021393,0.0007110428,0.3254827,0.001689357,0.002299164,0.0005530633,0.01461407,0.4431362,0.204493],"genre_scores_gemma":[0.1148099,0.001191854,0.1393809,0.002440967,0.001051494,0.001406212,0.08895784,0.2663682,0.3843926],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1183965,"threshold_uncertainty_score":0.3960759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587304393061101,"score_gpt":0.2950150646739269,"score_spread":0.2291420207433159,"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."}}