{"id":"W6930174824","doi":"10.5281/zenodo.11946812","title":"The puck drop pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Wife; Drop (telecommunication); Drop impact","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007351825,0.001421499,0.0008708104,0.002778823,0.004476987,0.009519045,0.001307939,0.002624364,0.8980417],"category_scores_gemma":[0.003842259,0.0008883189,0.0009768677,0.002042073,0.0006649373,0.006032056,0.00411924,0.003257857,0.8120404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485596,"about_ca_system_score_gemma":0.001523308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006878607,"about_ca_topic_score_gemma":0.01295122,"domain_scores_codex":[0.9992417,0.00005656822,0.00002817872,0.0000930821,0.000421911,0.0001585334],"domain_scores_gemma":[0.9978708,0.0001874043,0.00005324129,0.0002614056,0.001055574,0.0005714177],"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":[0.00001197257,0.00001299944,0.00002612176,0.00002000044,6.105781e-7,0.00002029704,0.00001111883,0.000007342561,0.00005513984,0.000546194,0.9875661,0.01172208],"study_design_scores_gemma":[0.00000683424,0.000009863488,0.0002330777,0.00002750978,0.000001028058,0.00003347769,0.00004814235,0.00001881373,0.000100622,0.0002357514,0.9992792,0.000005575152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004084632,0.0004727265,0.0004587561,0.001367778,0.004074394,0.0001720908,0.002445887,0.002765826,0.9878341],"genre_scores_gemma":[0.001153848,0.0002544373,0.0001941114,0.0005594341,0.0005077405,0.00005632443,0.00118637,0.001154361,0.9949334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1019583,"threshold_uncertainty_score":0.145431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634705719748202,"score_gpt":0.251321715514091,"score_spread":0.234974658316609,"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."}}