{"id":"W6931460325","doi":"10.5281/zenodo.5823156","title":"Diaphania hyalinata Linnaeus 1818","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impact crater; Margin (machine learning); Pyralidae; BELLA","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004075519,0.0001243864,0.000132261,0.00002437196,0.001279955,0.0003250178,0.001014657,0.00008290563,0.03249158],"category_scores_gemma":[0.001184064,0.00004282609,0.00007257418,0.0003115115,0.0002076629,0.0001762197,0.0007834727,0.0001140078,0.01297402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005963497,"about_ca_system_score_gemma":6.208908e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163214,"about_ca_topic_score_gemma":0.000002057723,"domain_scores_codex":[0.9985945,0.0002422555,0.000188953,0.0003753593,0.0002343424,0.000364558],"domain_scores_gemma":[0.9991342,0.0001116645,0.00008147819,0.0001306548,0.0003779277,0.0001640598],"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":[0.0000462139,0.00005809471,0.00001730223,0.000003404467,0.00001298297,0.000007100745,0.00002385492,1.337926e-7,0.3598658,0.003521011,0.04729706,0.5891471],"study_design_scores_gemma":[0.0002338211,0.0004258897,0.01757382,0.00001751406,0.000004339856,0.00002408375,0.00006237698,0.000003327447,0.003162683,0.0007097163,0.9776303,0.0001522002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8217715,0.000379957,0.0004598075,0.02515634,0.0002608536,0.0007504754,0.001237084,0.002151724,0.1478322],"genre_scores_gemma":[0.9973194,0.0001148175,0.00005352388,0.0003801605,0.0003422222,3.869888e-8,0.00032481,0.00004716475,0.001417876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9303331,"threshold_uncertainty_score":0.9877945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483279174733317,"score_gpt":0.2139429834907095,"score_spread":0.1691101917433764,"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."}}