{"id":"W6949939994","doi":"10.5281/zenodo.4401212","title":"Paragrallomyia caliensis Ferro & Marshall 2020, new species","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Seta; Spermatheca; Femur; Dorsum; Thorax (insect anatomy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009115393,0.0003830863,0.0002344948,0.0008691289,0.0008648134,0.000278805,0.0005641714,0.0003135345,0.007282835],"category_scores_gemma":[0.000159055,0.00013653,0.0001239765,0.000492183,0.0005306891,0.0004515828,0.0004067299,0.0004346889,0.0009936838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009864508,"about_ca_system_score_gemma":0.0006065955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05148131,"about_ca_topic_score_gemma":0.1887278,"domain_scores_codex":[0.9999462,0.000002045046,0.000002552202,0.00002345762,0.00001517904,0.00001064946],"domain_scores_gemma":[0.9999391,0.000007885489,0.00002245334,0.000005874008,0.00001441763,0.00001028432],"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":[0.0006297487,0.0002504363,0.1145602,0.001202277,0.00009319974,0.004909198,0.00444077,0.001468045,0.06517512,0.007473884,0.04487317,0.7549239],"study_design_scores_gemma":[0.0001818328,0.0002287835,0.6063772,0.0003668541,0.0001072413,0.003976328,0.001217247,0.001787273,0.001828243,0.001041678,0.3828553,0.00003205195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7080388,0.01132819,0.003127532,0.001207213,0.000427454,0.0005487124,0.004767567,0.0008576134,0.2696969],"genre_scores_gemma":[0.9574006,0.002814569,0.003888856,0.0008016552,0.0001582861,0.0001804325,0.00330163,0.00002833932,0.03142567],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05148131,"threshold_uncertainty_score":0.1023633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04803965273322646,"score_gpt":0.277563792183533,"score_spread":0.2295241394503065,"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."}}