{"id":"W6930660391","doi":"10.5281/zenodo.14072435","title":"liberfa/pyerfa: v2.0.1.5","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sphingolipid Metabolism and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ProteinQure (Canada); University of Toronto","funders":"","keywords":"Python (programming language); Variable (mathematics); Matrix (chemical analysis); Relation (database)","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":[0.003387803,0.003759101,0.002027404,0.0019521,0.001742489,0.004172181,0.007121766,0.002170832,0.2597913],"category_scores_gemma":[0.0114942,0.003301354,0.002851497,0.001192579,0.001436756,0.006480197,0.006831476,0.007400982,0.3226468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199545,"about_ca_system_score_gemma":0.002684171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633802,"about_ca_topic_score_gemma":0.00296579,"domain_scores_codex":[0.9980226,0.0002327368,0.0001593932,0.0005215089,0.0006840595,0.0003796662],"domain_scores_gemma":[0.9962584,0.0006719088,0.0002079611,0.001614676,0.0008718522,0.0003752589],"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":[0.0008774063,0.00008101085,0.001177942,0.0006945888,0.0001059696,0.0001744226,0.0002852267,0.001529182,0.006886713,0.01451967,0.907308,0.06635975],"study_design_scores_gemma":[0.0001840651,0.00003635327,0.0009501383,0.000161601,0.00004888006,0.0003486616,0.00004466333,0.007828865,0.0300365,0.01149993,0.9486734,0.0001868967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008940668,0.0001425075,0.1305553,0.0002884776,0.0002865113,0.00009641355,0.009967186,0.8432711,0.01449834],"genre_scores_gemma":[0.01810968,0.0002515355,0.08171953,0.000952836,0.0001539804,0.0006902159,0.03378057,0.8153635,0.04897819],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2597913,"threshold_uncertainty_score":0.8690884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992071746606746,"score_gpt":0.2431945845410102,"score_spread":0.2232738670749427,"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."}}