{"id":"W6894039062","doi":"10.5281/zenodo.5971618","title":"Neuroptera 1758","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Neuroptera; Paratype; Type locality","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002898625,0.0000943955,0.00007796066,0.00002343347,0.001936018,0.0005271661,0.0007527904,0.00004628699,0.04222632],"category_scores_gemma":[0.0002811453,0.0000456924,0.00003740133,0.0004500017,0.0002295382,0.0001587154,0.000617454,0.0001407683,0.02126619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003505723,"about_ca_system_score_gemma":4.640686e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002696256,"about_ca_topic_score_gemma":0.000001594568,"domain_scores_codex":[0.9988472,0.0001853,0.0001360397,0.0003064817,0.0002323869,0.0002925258],"domain_scores_gemma":[0.9993334,0.00002459775,0.00004993862,0.0001273861,0.0003421508,0.0001225405],"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":[0.00004873795,0.0001018605,0.00001444452,0.000006544551,0.00001237764,0.0000109019,0.0003377702,0.000001152142,0.1684532,0.002411538,0.2231221,0.6054793],"study_design_scores_gemma":[0.00008973182,0.0004016728,0.007345952,0.000006388664,0.0000029987,0.00006341862,0.0000665042,0.00006940756,0.002276083,0.0001632765,0.9894012,0.0001133241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5671626,0.00002439512,0.00004724746,0.001310283,0.0001939041,0.0002006257,0.00009728824,0.0009061426,0.4300576],"genre_scores_gemma":[0.9970526,0.00001242944,0.0000868721,0.0004282786,0.0006049561,1.076443e-8,0.0003424564,0.00006465551,0.001407721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7662791,"threshold_uncertainty_score":0.9993633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197664105840337,"score_gpt":0.231536569004342,"score_spread":0.1895599279459386,"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."}}