{"id":"W6929889798","doi":"10.5281/zenodo.10858965","title":"Delayed decoupling experiments for protein/RNA clients in condensates","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Decoupling (probability); Control theory (sociology); Spectral line; Floquet theory; Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002587551,0.0002477544,0.0002813145,0.0005031268,0.002554513,0.001688586,0.001925953,0.0003050047,0.00796669],"category_scores_gemma":[0.001805163,0.0002574995,0.0001089438,0.0008419835,0.0003641247,0.0002558351,0.001064818,0.0007056235,0.01750357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722905,"about_ca_system_score_gemma":0.00004849545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005748395,"about_ca_topic_score_gemma":0.00005144489,"domain_scores_codex":[0.9964561,0.0005399916,0.0004180428,0.0007397166,0.0009193082,0.0009268761],"domain_scores_gemma":[0.9984446,0.00006927684,0.000134713,0.0004701797,0.0005697442,0.0003115122],"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":[0.00009478589,0.0001408582,9.125491e-7,0.0002184975,0.0000486883,0.00002361268,0.001432647,0.000004657804,0.0005175844,0.0004589072,0.9902984,0.006760484],"study_design_scores_gemma":[0.0004189242,0.0001975021,0.000006135597,0.000299112,0.00001877769,0.000002930887,0.002200843,0.00007148859,0.0001899579,0.0004169762,0.9958997,0.0002776721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006130227,0.0006232901,0.00006657162,0.0007926684,0.0004865781,0.003795441,0.9776429,0.0005673318,0.009895002],"genre_scores_gemma":[0.01874933,0.0006892852,0.00008853066,0.00008724807,0.0005281835,0.000002316477,0.976828,0.001229189,0.001797884],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0126191,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07893821300565862,"score_gpt":0.3612635468582897,"score_spread":0.2823253338526311,"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."}}