{"id":"W2320375604","doi":"10.4161/cl.28114","title":"From all to (nearly) none","year":2014,"lang":"en","type":"article","venue":"Cellular Logistics","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Context (archaeology); Saccharomyces cerevisiae; Phylogenetic tree; Phylogenetics; Yeast; Fungal protein; Microsporidia; Genetics; Encephalitozoon cuniculi; Genome; Lineage (genetic); Evolutionary biology; Spore; Gene; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001696313,0.0001381223,0.0001242917,0.00003225586,0.00004939387,0.00004059142,0.0003208352,0.0001443964,0.00008519428],"category_scores_gemma":[0.0002853629,0.0001313624,0.00005822457,0.00006971033,0.00007133825,8.100411e-7,0.0002562568,0.0001033071,0.0005537379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009485591,"about_ca_system_score_gemma":0.00003210401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007907651,"about_ca_topic_score_gemma":0.00001947546,"domain_scores_codex":[0.9989021,0.00006311273,0.0001486731,0.0003705479,0.0001941768,0.0003213612],"domain_scores_gemma":[0.9990965,0.00002362598,0.00002709472,0.0005270172,0.00009713336,0.0002286602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003772047,0.00004301755,0.0004358133,0.000006744862,0.00002581079,0.000006152338,0.00003045452,0.0004704928,0.9871639,0.0001677893,0.00952195,0.002090148],"study_design_scores_gemma":[0.000233325,0.0003153872,0.0003441758,0.00000476386,0.00001323761,0.000001203765,0.00001516829,0.0008267993,0.6131963,0.0005419932,0.3843093,0.0001984343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6680611,0.0004455829,0.3218077,0.0004184054,0.0004200515,0.0001829017,0.00007785032,0.0000221701,0.008564225],"genre_scores_gemma":[0.9883703,0.00003421111,0.006072534,0.0006461831,0.001083409,0.00001041281,0.000341083,0.0000287876,0.003413059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3747873,"threshold_uncertainty_score":0.7117366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205232337300069,"score_gpt":0.2722751649667347,"score_spread":0.250222841593734,"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."}}