{"id":"W6930825601","doi":"10.5281/zenodo.14941825","title":"pmb399/H5Analysis: 0.1.5","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Table (database); Product (mathematics); Process (computing)","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":[0.003426677,0.005587871,0.003717688,0.005740996,0.001774357,0.003851521,0.005784018,0.002309001,0.3260138],"category_scores_gemma":[0.005580513,0.004164506,0.002052457,0.003457639,0.001019908,0.003255404,0.003102403,0.003421501,0.319828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301627,"about_ca_system_score_gemma":0.001804359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992685,"about_ca_topic_score_gemma":0.002518254,"domain_scores_codex":[0.9980941,0.0002347702,0.0001786453,0.0005784482,0.0005870758,0.0003269417],"domain_scores_gemma":[0.9979274,0.0006794026,0.0002293022,0.000639424,0.0002819007,0.0002423984],"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":[0.001209601,0.0001225888,0.0008951033,0.002050241,0.0002489332,0.0003434737,0.0002314308,0.0004074759,0.01878226,0.002919603,0.8956641,0.07712515],"study_design_scores_gemma":[0.0006369501,0.0001554552,0.003887285,0.0003283574,0.000176387,0.001098111,0.00007654302,0.003251313,0.1054472,0.008261709,0.8763776,0.0003030169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001283618,0.0006101762,0.1020481,0.0003257208,0.000225979,0.0003381742,0.1460831,0.7352604,0.01382477],"genre_scores_gemma":[0.01189828,0.000934959,0.129375,0.0008653099,0.0002493922,0.001703548,0.318949,0.5019721,0.03405234],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3260138,"threshold_uncertainty_score":0.9613595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278689644886321,"score_gpt":0.2550358369319327,"score_spread":0.2422489404830695,"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."}}