{"id":"W6931036034","doi":"10.5281/zenodo.4401254","title":"Paragrallomyia teresacristinae","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Spermatheca; Seta; Thorax (insect anatomy); Femur; Dorsum","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009313042,0.0001005199,0.00009696112,0.0000471711,0.0007994622,0.0004982994,0.0005313652,0.00001965985,0.01317334],"category_scores_gemma":[0.00003233432,0.0001034752,0.00006514723,0.00030861,0.00009847153,0.0001861354,0.0004309962,0.000152453,0.006998695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009922584,"about_ca_system_score_gemma":0.000001376408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008433961,"about_ca_topic_score_gemma":1.193127e-8,"domain_scores_codex":[0.999168,0.00006771149,0.0001356713,0.0002665711,0.0001158924,0.0002460905],"domain_scores_gemma":[0.9994649,0.000006970097,0.00004960347,0.0001781866,0.0001244965,0.0001757908],"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":[0.0001017677,0.0002510292,0.0002193412,0.00004659085,0.0001017821,0.00001442467,0.001544414,0.00002029735,0.01210363,0.0735864,0.5792617,0.3327486],"study_design_scores_gemma":[0.0003020785,0.0001401872,0.000518153,0.000007379723,0.000007593307,0.000004716839,0.0002614598,0.00003595372,0.001585339,0.0008178887,0.9961912,0.0001280375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0895473,0.0000462247,0.01756132,0.001271742,0.00007931278,0.0003503991,0.0005330646,0.0008454638,0.8897652],"genre_scores_gemma":[0.9976873,0.000002565348,0.0002047955,0.000230579,0.0001642357,1.709584e-8,0.0009441125,0.0004541241,0.000312269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.90814,"threshold_uncertainty_score":0.9937745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052258958707538,"score_gpt":0.2388101140998403,"score_spread":0.208287524512765,"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."}}