{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001427482,0.0003674081,0.0002354903,0.0003911,0.0005118045,0.0007839003,0.0005294186,0.0002998215,0.03915122],"category_scores_gemma":[0.0003818714,0.0001325793,0.0002142633,0.0003367348,0.000375856,0.0005150113,0.001084789,0.000667588,0.02035571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019537,"about_ca_system_score_gemma":0.0003613325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141214,"about_ca_topic_score_gemma":0.001586168,"domain_scores_codex":[0.9998118,0.00001612551,0.00001218065,0.00004500422,0.00006977793,0.00004513343],"domain_scores_gemma":[0.9996524,0.00002795999,0.00003421903,0.0001000209,0.00006717923,0.0001181814],"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":[0.0005410937,0.0001251899,0.0171027,0.0003896605,0.0001204625,0.00163695,0.0004972409,0.0003219108,0.7298239,0.01178456,0.02294239,0.214714],"study_design_scores_gemma":[0.00003035201,0.0002346617,0.07894557,0.0000840071,0.0001365976,0.006481797,0.0005886564,0.0006227397,0.1176237,0.007002542,0.7881953,0.0000540676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7456015,0.00291832,0.007567394,0.003878945,0.0008230423,0.00008223906,0.01393419,0.002626949,0.2225673],"genre_scores_gemma":[0.8407249,0.001180843,0.003326563,0.001358503,0.00009568727,0.00004907825,0.01010222,0.0003638145,0.1427983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03915122,"threshold_uncertainty_score":0.1309739,"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."}}