{"id":"W6948582849","doi":"10.5061/dryad.kh18932g1","title":"Data from: Asymmetric autocatalytic reactions and their stationary distribution","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Autocatalysis; Distribution (mathematics); Autocatalytic reaction; Stationary distribution; Outflow; Class (philosophy); Inflow","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003566801,0.0002356188,0.0002562354,0.0001562542,0.0001301682,0.001063562,0.003219694,0.0001472345,0.0001805675],"category_scores_gemma":[0.0002628849,0.00019454,0.00002805661,0.0007886087,0.00005795723,0.002002632,0.004772814,0.0004079163,0.001983566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007870942,"about_ca_system_score_gemma":0.0002155051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072109,"about_ca_topic_score_gemma":0.00004757356,"domain_scores_codex":[0.9983032,0.0000506923,0.0003035323,0.0009780007,0.0001843575,0.0001802164],"domain_scores_gemma":[0.9973167,0.0003195606,0.0001624554,0.00205543,0.00005909144,0.00008673764],"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":[0.00000262655,0.00002663964,2.158258e-7,0.00001229102,0.00002626973,0.00002357231,0.000007409898,1.125373e-7,0.000005976816,0.00001265059,0.8338833,0.1659989],"study_design_scores_gemma":[0.00006748169,0.00004554625,0.00002064901,0.0001249857,0.00004142668,0.00002188307,0.00001270499,0.001726464,0.000461301,0.002789899,0.9944545,0.000233181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001416563,0.0008247579,0.1860338,0.0002234814,0.0002585076,0.0003370637,0.8121293,0.00001422491,0.0001775272],"genre_scores_gemma":[0.00002102445,0.0008158208,0.02181334,0.00003816379,0.0001127264,0.00001975955,0.9768102,0.000008989851,0.0003599652],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1657657,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08507761277913851,"score_gpt":0.3747860853687305,"score_spread":0.289708472589592,"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."}}