{"id":"W6912980428","doi":"10.5281/zenodo.6080369","title":"Micranurida spirillifera Hammer 1953","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Deformation (meteorology); Frame (networking); Welding","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002325958,0.0001022075,0.0001051897,0.00001812724,0.001859714,0.0001982998,0.0005090809,0.00004666389,0.02250026],"category_scores_gemma":[0.00009764727,0.00003544499,0.00006293707,0.0002623072,0.000125762,0.0001134351,0.0004023173,0.00008072476,0.007030033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299203,"about_ca_system_score_gemma":5.805869e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506572,"about_ca_topic_score_gemma":0.000003974165,"domain_scores_codex":[0.998953,0.0001106114,0.0001458774,0.0002918021,0.0001875355,0.0003111799],"domain_scores_gemma":[0.9994936,0.00003046752,0.00005123487,0.00009239123,0.0002119968,0.0001203012],"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":[0.00002935084,0.00005355934,0.00002475559,0.000005503124,0.00001864131,0.000004191986,0.00008048208,2.178958e-7,0.05975703,0.0007948116,0.2806067,0.6586247],"study_design_scores_gemma":[0.0001704816,0.0002023572,0.008089536,0.00001763255,0.000004071923,0.00002713037,0.00008626634,0.000002750378,0.0005930599,0.0001149295,0.9905695,0.000122342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6461427,0.0003635646,0.0002835322,0.02060406,0.001272295,0.0006701033,0.00066487,0.001430035,0.3285688],"genre_scores_gemma":[0.9926857,0.0004591423,0.0000542415,0.0003727991,0.001543915,2.866078e-8,0.0002421549,0.00008678606,0.004555279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7099627,"threshold_uncertainty_score":0.9994397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288808050399469,"score_gpt":0.2071984245517723,"score_spread":0.1783176195118254,"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."}}