{"id":"W6950235229","doi":"10.5281/zenodo.4763242","title":"Isoperla marlynia","year":2011,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Dysgeusia; Hyporeflexia; Fusible alloy; Hemopericardium","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":[0.0009452059,0.0001171513,0.0001236811,0.0001568862,0.001508019,0.0007030166,0.001226611,0.00005189575,0.1271992],"category_scores_gemma":[0.0002961513,0.0001099625,0.00004575394,0.0003608995,0.0002064508,0.0003560575,0.00115713,0.0001758789,0.06582391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006770163,"about_ca_system_score_gemma":0.000004229056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006281443,"about_ca_topic_score_gemma":2.907301e-7,"domain_scores_codex":[0.9982594,0.0002506536,0.0002003017,0.0003872653,0.0004147312,0.0004877081],"domain_scores_gemma":[0.9988561,0.00001327362,0.0000576101,0.0004654398,0.0003770346,0.0002304946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002389846,0.0006468655,0.00003446433,0.0001255609,0.00004091345,0.0001037031,0.004656732,0.000006691731,0.4209368,0.04352535,0.3369547,0.1927293],"study_design_scores_gemma":[0.0003279211,0.0002391619,0.001740483,0.00001807949,0.000006087883,0.00006875261,0.0002625792,0.00007342215,0.0169712,0.0005061559,0.9795992,0.0001869277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3253398,0.0001038519,0.00141084,0.0002793875,0.0001904113,0.0003817634,0.0001458961,0.001131663,0.6710164],"genre_scores_gemma":[0.9951108,0.00005208566,0.0008702471,0.0001226166,0.0001343196,4.628523e-8,0.0001522938,0.001036043,0.00252157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.669771,"threshold_uncertainty_score":0.9997919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539380073017124,"score_gpt":0.2470605427878945,"score_spread":0.1916667420577233,"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."}}