{"id":"W6930853577","doi":"10.5281/zenodo.16876113","title":"Allocapnia pygmaea","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Liver physiology and pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; Range (aeronautics); Invertebrate; Larva; Vegetation (pathology); Fauna; Introduced species","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":[0.0002654112,0.0000825151,0.0001382553,0.0001715309,0.0008805343,0.00006587277,0.0003016085,0.00008008642,0.008578934],"category_scores_gemma":[0.0002923582,0.00007965801,0.00004327833,0.0003436552,0.000184899,0.0000622252,0.0004522949,0.000234578,0.007462843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005323229,"about_ca_system_score_gemma":0.000005359323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004133719,"about_ca_topic_score_gemma":4.741946e-8,"domain_scores_codex":[0.9991012,0.000177812,0.000137625,0.0002599178,0.0001035122,0.00021989],"domain_scores_gemma":[0.9992623,0.00001833379,0.00003166301,0.0003334582,0.0002710593,0.00008321742],"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":[0.0005232128,0.0003985707,0.0001081206,0.0001947221,0.0001977742,0.0001119834,0.0009378712,0.00001324609,0.09555699,0.04338888,0.7372342,0.1213345],"study_design_scores_gemma":[0.0007165505,0.0002497217,0.009537772,0.00003346166,0.00003436635,0.0001250143,0.00008976083,0.00007945445,0.001551641,0.0007410304,0.9867684,0.0000728442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1682326,0.0002328967,0.003301796,0.005050128,0.0002786052,0.0005547066,0.00006269717,0.001125377,0.8211612],"genre_scores_gemma":[0.9897056,0.00005852243,0.0002495057,0.001568065,0.0001096955,2.05326e-8,0.0008450283,0.0003940792,0.007069497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.821473,"threshold_uncertainty_score":0.99331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766366122085058,"score_gpt":0.2716972730315801,"score_spread":0.2440336118107295,"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."}}