{"id":"W6893710830","doi":"10.5281/zenodo.5047244","title":"Macrostomus apicalis","year":2021,"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; Thorax (insect anatomy); Dorsum; Sternum; Pedicel; Wing","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":[0.0001740506,0.00007107735,0.00008714131,0.0000109009,0.001685089,0.0002397639,0.0002969843,0.00004664791,0.0221195],"category_scores_gemma":[0.0003164556,0.00003505859,0.00004394505,0.0003189433,0.0001306699,0.00007565437,0.0006257449,0.0001132656,0.003887432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249284,"about_ca_system_score_gemma":5.233333e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001317328,"about_ca_topic_score_gemma":0.00000363818,"domain_scores_codex":[0.999128,0.0001516849,0.0001084761,0.0002458047,0.0001426762,0.0002233678],"domain_scores_gemma":[0.9994852,0.00003089225,0.00003002311,0.00007752065,0.0002948864,0.00008149272],"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":[0.00004701815,0.0001801218,0.00008319042,0.00001494931,0.00004885036,0.00009953355,0.0004822637,0.000003005115,0.07149941,0.01262645,0.3252902,0.589625],"study_design_scores_gemma":[0.0001074862,0.00009542266,0.007374348,0.000006558666,0.000005083653,0.0001277965,0.0002813942,0.000007793964,0.002329902,0.0005103764,0.9890668,0.00008703289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7123131,0.0004640131,0.00006272484,0.007011797,0.0002048504,0.000169941,0.0002836931,0.0007925991,0.2786973],"genre_scores_gemma":[0.9961631,0.00008269048,0.00007336697,0.0005984862,0.0001545561,1.451402e-8,0.001345428,0.00002889858,0.001553516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6637766,"threshold_uncertainty_score":0.9996146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447164628628114,"score_gpt":0.2301048495068774,"score_spread":0.1956332032205963,"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."}}