{"id":"W6931296423","doi":"10.5281/zenodo.3510730","title":"Brachygluta (Nisa) luniger LeConte 1849","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":"","funders":"","keywords":"Holotype; Peck (Imperial); Type (biology); Paratype; Taxonomy (biology)","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":[0.0001037209,0.0004731232,0.0003036159,0.001092453,0.001720398,0.0004366419,0.0006915531,0.0005265649,0.01774048],"category_scores_gemma":[0.0002544668,0.0002522959,0.0002406516,0.0007010551,0.0007068123,0.0006067987,0.0007015089,0.0007849034,0.007155302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040755,"about_ca_system_score_gemma":0.0004976189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03362532,"about_ca_topic_score_gemma":0.07287779,"domain_scores_codex":[0.9998622,0.00001513677,0.000009549502,0.00004484591,0.00005058455,0.0000177653],"domain_scores_gemma":[0.9999207,0.00001013362,0.00002336883,0.000009168609,0.00002467845,0.00001188089],"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":[0.000445058,0.00008884038,0.03755488,0.001055353,0.00008620129,0.00259255,0.002389803,0.001138357,0.02593498,0.01127749,0.08959536,0.8278412],"study_design_scores_gemma":[0.0000467287,0.0001234992,0.2597595,0.0005509109,0.0001021364,0.00775139,0.001009239,0.0003599576,0.001840809,0.001536207,0.7268825,0.00003712594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2074538,0.01882727,0.007619343,0.001014163,0.0008048812,0.0004492023,0.009678741,0.001152767,0.7529998],"genre_scores_gemma":[0.8987654,0.004010511,0.008104094,0.0008512515,0.000289097,0.0001976954,0.005647583,0.0001925386,0.08194192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03362532,"threshold_uncertainty_score":0.06685919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06292732072074016,"score_gpt":0.2744341536346565,"score_spread":0.2115068329139164,"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."}}