{"id":"W6893819242","doi":"10.5281/zenodo.5325125","title":"Rhagoletis pomonella Walsh 1867","year":2016,"lang":"en","type":"article","venue":"Open MIND","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhagoletis; Identification (biology); Species identification; Type (biology); Entomology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093103,0.0008754323,0.0004206474,0.00142966,0.001704662,0.0006400391,0.0005892071,0.0008364561,0.01852346],"category_scores_gemma":[0.0004377325,0.0002563154,0.0001634218,0.0008573111,0.0007346026,0.001404096,0.001026356,0.0005807251,0.007119827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007823681,"about_ca_system_score_gemma":0.0002588543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00855179,"about_ca_topic_score_gemma":0.01426227,"domain_scores_codex":[0.9998593,0.00002061143,0.00001216005,0.00003841321,0.00004449789,0.00002497439],"domain_scores_gemma":[0.9998678,0.00002960348,0.00004750614,0.00001136129,0.00002804833,0.00001563324],"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":[0.0005154907,0.0001078222,0.01880217,0.002063232,0.00008297088,0.007509891,0.002358358,0.001205138,0.04255498,0.00884851,0.04987327,0.8660781],"study_design_scores_gemma":[0.0001120924,0.0003067748,0.1999931,0.001212264,0.0001624826,0.01491918,0.002046676,0.0009951558,0.00860947,0.003040493,0.7685303,0.00007207228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2224735,0.0377933,0.00738467,0.001378649,0.001239733,0.0008595962,0.007019986,0.000755609,0.721095],"genre_scores_gemma":[0.9488822,0.008049004,0.003907646,0.0006153354,0.0002931709,0.0001287557,0.001586287,0.00005086741,0.03648681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01852346,"threshold_uncertainty_score":0.06196713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998476734271814,"score_gpt":0.2882765021116791,"score_spread":0.248291734768961,"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."}}