{"id":"W6894138962","doi":"10.5281/zenodo.7506533","title":"Amiota minor","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Genus; Pelvic girdle; Lobe; Trunk","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":[0.000301535,0.00006536239,0.00007365375,0.0000198185,0.004132254,0.000121365,0.0005089112,0.00001916319,0.04253444],"category_scores_gemma":[0.0001109458,0.00003354736,0.00003737851,0.0003147965,0.0001012667,0.00005799953,0.001269557,0.0001488886,0.001817079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310727,"about_ca_system_score_gemma":3.31505e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002744945,"about_ca_topic_score_gemma":0.000001369786,"domain_scores_codex":[0.9990739,0.0002074183,0.0001003887,0.000218238,0.000188036,0.0002119902],"domain_scores_gemma":[0.9997137,0.00002511013,0.00003985684,0.00006658775,0.00009585456,0.00005885976],"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":[0.00007613279,0.0001808667,0.00008309021,0.000007076359,0.00003358497,0.00002432473,0.0006436423,0.00001792562,0.01545548,0.00782322,0.4996409,0.4760137],"study_design_scores_gemma":[0.0001000376,0.0002974633,0.006292169,0.000001464852,0.00000402745,0.00007690791,0.0004910433,0.0000212662,0.000110002,0.0003134647,0.9922102,0.00008192482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8264561,0.000191082,0.00001390349,0.003849645,0.0001930859,0.000239008,0.0003109807,0.0006099159,0.1681363],"genre_scores_gemma":[0.9967128,0.00001479365,0.00002788655,0.0004212006,0.0001009832,4.98583e-8,0.000950017,0.00002715157,0.001745093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925693,"threshold_uncertainty_score":0.9989601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630872887354414,"score_gpt":0.2208421255900249,"score_spread":0.1845333967164808,"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."}}