{"id":"W6894066630","doi":"10.5281/zenodo.6311198","title":"Danowhetaksa birgitteae Simonsen, Ware & Archibald 2022, new species","year":2022,"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":"Simon Fraser University; Royal British Columbia Museum","funders":"","keywords":"Holotype; Wing; Base (topology); Basal (medicine)","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":[0.0002273989,0.001187724,0.0007915142,0.002999515,0.003338484,0.001405868,0.001093382,0.0008093031,0.02971851],"category_scores_gemma":[0.0004133575,0.0003830825,0.0002851662,0.002160439,0.001234931,0.001924881,0.001395487,0.00115617,0.009525855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032737,"about_ca_system_score_gemma":0.0009588636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689117,"about_ca_topic_score_gemma":0.04457294,"domain_scores_codex":[0.9997129,0.00001788735,0.00002439661,0.0001007004,0.00009165151,0.00005241795],"domain_scores_gemma":[0.9998821,0.00001945315,0.00003232286,0.00001366968,0.0000281591,0.00002429509],"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":[0.0008621626,0.0001586553,0.01121803,0.001646694,0.0001313025,0.003187133,0.004384544,0.001015324,0.02965269,0.01145176,0.04454204,0.8917497],"study_design_scores_gemma":[0.0001328814,0.000197469,0.08718941,0.0008004954,0.0001760182,0.006341418,0.002306501,0.00050769,0.001941629,0.004521559,0.8957989,0.00008604532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2112428,0.07163769,0.01033945,0.001202234,0.004183761,0.0008580873,0.01168702,0.002312732,0.6865361],"genre_scores_gemma":[0.8127374,0.01928791,0.01761458,0.0006863477,0.00106517,0.0005215458,0.009074927,0.00036792,0.1386442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02971851,"threshold_uncertainty_score":0.09941834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789682280653133,"score_gpt":0.2442693033390702,"score_spread":0.2063724805325388,"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."}}