{"id":"W2961680943","doi":"10.51847/r3iwdcp","title":"10.51847/R3iwdcP","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scorpion; Sting; Checklist; Descriptive statistics; Statistical analysis; Incidence (geometry); Medicine; Epidemiology; Demography; Envenomation; Environmental health; Geography; Toxicology; Veterinary medicine; Statistics; Biology; Mathematics; Fishery; Engineering; Pathology; Venom","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004467601,0.00007577452,0.00007470875,0.00001472965,0.00006074822,0.0000120662,0.00008510678,0.00004015351,0.8800558],"category_scores_gemma":[0.0000145196,0.00007237814,0.00004049548,0.00004435184,0.00001848694,0.000001109605,0.00003274603,0.00002216033,0.8272072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004870054,"about_ca_system_score_gemma":0.00001093994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004044305,"about_ca_topic_score_gemma":2.899928e-7,"domain_scores_codex":[0.9995722,0.00001357562,0.0000831357,0.0001497482,0.00005428823,0.0001270905],"domain_scores_gemma":[0.9997627,0.000002241227,0.00001172099,0.0001402148,0.00002468108,0.00005845097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001388124,0.00006498831,0.0000016862,0.000004810604,0.00004401238,0.000002680584,0.00001808666,0.0001089175,0.0205306,0.000004271996,0.08738966,0.8916914],"study_design_scores_gemma":[0.0001261925,0.0002417996,0.0002050928,0.000002155996,0.000004841014,0.000004916959,0.000001266731,0.00002405852,0.0005288997,7.544417e-7,0.99876,0.00009997177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01800316,0.0001422296,0.000002019885,0.0001991543,0.000001457697,0.00007400111,0.000008774153,0.00002053459,0.9815487],"genre_scores_gemma":[0.01351328,0.000002465894,0.00008754686,0.0001719338,0.0001051785,0.0000104724,0.00002810408,0.00001104356,0.98607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9113704,"threshold_uncertainty_score":0.2951495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005315330734892498,"score_gpt":0.1869738375646505,"score_spread":0.181658506829758,"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."}}