{"id":"W6968702945","doi":"10.5281/zenodo.4349821","title":"Zachvatkinibates maritimus Shaldybina 1973","year":2019,"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":"Bay; Elymus; Debris; Potentilla; Shore; Glacier","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":[0.00004063436,0.0002740533,0.0002313414,0.0007781401,0.001917587,0.0002797569,0.0002467447,0.000208533,0.01078205],"category_scores_gemma":[0.0001147056,0.0002105766,0.0001768851,0.0005876804,0.0003320413,0.0002360989,0.0005867329,0.0002406091,0.003279315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006890945,"about_ca_system_score_gemma":0.0008494051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07063725,"about_ca_topic_score_gemma":0.2201651,"domain_scores_codex":[0.9999349,0.000002586596,0.000004750895,0.00001576448,0.00001948277,0.00002256834],"domain_scores_gemma":[0.9999613,0.000002394535,0.00001428242,0.000005347995,0.00001009629,0.000006535338],"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":[0.002066833,0.0001951394,0.2594451,0.001004524,0.0001686235,0.001631828,0.003003207,0.002168588,0.07967576,0.0050293,0.04070636,0.6049048],"study_design_scores_gemma":[0.00007534037,0.0002053524,0.6869876,0.0002909294,0.00008061778,0.001080563,0.001498748,0.0004334542,0.00296267,0.0004760341,0.3058874,0.00002129581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7663352,0.004862165,0.001591049,0.000300399,0.0002829981,0.0001547505,0.006417139,0.0002575109,0.2197987],"genre_scores_gemma":[0.9518602,0.002581037,0.001440047,0.000176923,0.00003450974,0.00005388755,0.004701377,0.00003685516,0.03911528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07063725,"threshold_uncertainty_score":0.1404522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337457164542038,"score_gpt":0.2437695300190825,"score_spread":0.2203949583736621,"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."}}