{"id":"W4392871984","doi":"10.48550/arxiv.2403.09091","title":"Spherical amoebae and a spherical logarithm map","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Government of Canada; National Science Foundation","keywords":"Logarithm; Mathematics; Natural logarithm; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003376812,0.0002944,0.0002809437,0.0009045773,0.0013353,0.001669836,0.000331865,0.0004066012,0.003915437],"category_scores_gemma":[0.0008600574,0.0001868901,0.0005491381,0.0003245058,0.002499431,0.002328661,0.002308796,0.001028211,0.0006541986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235409,"about_ca_system_score_gemma":0.0005113569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284257,"about_ca_topic_score_gemma":0.001165856,"domain_scores_codex":[0.9995942,0.00006542332,0.00001782631,0.00007468244,0.0001016265,0.0001461946],"domain_scores_gemma":[0.999621,0.00007028825,0.00004120779,0.0000378136,0.00007521566,0.0001543611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003817299,0.00001742353,0.0004603185,0.00001448342,0.000003455469,0.0002072839,0.0005445605,0.0003882403,0.005670107,0.9890149,0.0003088801,0.003332071],"study_design_scores_gemma":[0.00004022419,0.00009180089,0.002070169,0.00001898236,0.00001629393,0.000599658,0.001570721,0.009712112,0.01247147,0.9556523,0.01772019,0.00003606382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461854,0.0005401511,0.06269836,0.0008346779,0.0001040567,0.00005390316,0.0001361225,0.0003148604,0.08913247],"genre_scores_gemma":[0.9835624,0.000159585,0.004224471,0.00008537077,0.00005232505,0.00002529555,0.0001181248,0.0000449138,0.01172757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915437,"threshold_uncertainty_score":0.01309842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405490436445207,"score_gpt":0.2109455268696579,"score_spread":0.1703964832251372,"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."}}