{"id":"W6912628071","doi":"10.5281/zenodo.5487823","title":"Scambus sagax","year":2008,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Process (computing); Test (biology)","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":[0.00006231164,0.0004261289,0.0001844471,0.0008400797,0.0007255881,0.000186888,0.000195163,0.0002526209,0.01059791],"category_scores_gemma":[0.0001517636,0.0001079005,0.0001062581,0.0004748235,0.0002275529,0.0003288277,0.0003956299,0.000227816,0.003023245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043834,"about_ca_system_score_gemma":0.0001403328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617564,"about_ca_topic_score_gemma":0.04713028,"domain_scores_codex":[0.9999526,0.000005216227,0.000003948259,0.00001575517,0.00001284104,0.000009641907],"domain_scores_gemma":[0.9999225,0.000007740529,0.00003405463,0.000006262473,0.00001869066,0.00001066604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004411902,0.0002317884,0.194169,0.0007988789,0.00008360338,0.003441153,0.002521899,0.0006474613,0.1263843,0.003425008,0.03794037,0.6299153],"study_design_scores_gemma":[0.00002639794,0.0002870446,0.8906258,0.0002094109,0.00005032289,0.003407127,0.001135359,0.0004162732,0.002092609,0.0005967708,0.101139,0.00001399078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992575,0.005070451,0.002329452,0.0006090134,0.0001808966,0.0001611241,0.002833061,0.0008533845,0.08870511],"genre_scores_gemma":[0.9752877,0.001463956,0.002866896,0.000486923,0.00004336029,0.0000700447,0.002450932,0.00002553492,0.0173047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01617564,"threshold_uncertainty_score":0.03545356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039642949202434,"score_gpt":0.2161514274783214,"score_spread":0.1857549979862971,"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."}}