{"id":"W6949355251","doi":"10.5281/zenodo.13639859","title":"Cleomella hillmanii var. goodrichii Holmgren 2004","year":2015,"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":"Canadian Museum of Nature; University of Alberta","funders":"","keywords":"Transmission (telecommunications); Reflection (computer programming); Isolation (microbiology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001043904,0.000512818,0.0002929575,0.001193776,0.00153152,0.0005306678,0.0006392021,0.0005559571,0.02698448],"category_scores_gemma":[0.0002605958,0.0002568262,0.0002376434,0.0008939173,0.0003270202,0.0006520763,0.0005307374,0.0004887278,0.009210811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504798,"about_ca_system_score_gemma":0.0007080049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06728322,"about_ca_topic_score_gemma":0.245379,"domain_scores_codex":[0.9998061,0.00001039987,0.00001225093,0.00006159319,0.00006570414,0.00004401955],"domain_scores_gemma":[0.9998145,0.00002320112,0.00004925063,0.00002558305,0.00006553403,0.00002204688],"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":[0.0003814632,0.000139804,0.03844789,0.0009039031,0.00008081343,0.003985441,0.002289271,0.0004896871,0.04911454,0.005274387,0.133654,0.7652388],"study_design_scores_gemma":[0.0000267559,0.00006411187,0.1911785,0.000252105,0.00005611094,0.00309664,0.0009261838,0.00009583741,0.005677791,0.0006380894,0.7979615,0.00002632371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1718138,0.01233463,0.002701411,0.001513381,0.0006764475,0.0005438976,0.01031055,0.0005738918,0.799532],"genre_scores_gemma":[0.6806931,0.004670918,0.005553371,0.001117552,0.0001735462,0.0002022405,0.008234182,0.0001655886,0.2991894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06728322,"threshold_uncertainty_score":0.1337832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044924384608605,"score_gpt":0.2660827944734312,"score_spread":0.2156335506273451,"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."}}