{"id":"W2776949534","doi":"10.1101/235317","title":"On the decidability of population size histories from finite allele frequency spectra","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research","keywords":"Identifiability; Population; Statistical physics; Coalescent theory; Mathematics; Statistics; Biology; Physics; Genetics; Sociology; Demography; Phylogenetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01453075,0.0006674261,0.001459536,0.001927542,0.00254645,0.005668086,0.00457432,0.00329881,0.006428623],"category_scores_gemma":[0.09861968,0.001733697,0.003259934,0.001863693,0.009370246,0.01393711,0.005636863,0.006792971,0.0006280273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00411606,"about_ca_system_score_gemma":0.001781984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126112,"about_ca_topic_score_gemma":0.001755479,"domain_scores_codex":[0.9918756,0.00271022,0.0005975229,0.002805225,0.001370352,0.0006410039],"domain_scores_gemma":[0.7908916,0.1926839,0.004456574,0.008288464,0.002071113,0.001608273],"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":[0.0001310974,0.00007195235,0.003658405,0.0001928363,0.00005980957,0.000486349,0.001121578,0.05463679,0.0009100492,0.926425,0.002804216,0.009501942],"study_design_scores_gemma":[0.00002673028,0.000009190015,0.0001936542,0.00002974619,0.0000104251,0.0001321866,0.00006065184,0.0667363,0.000531518,0.9313366,0.0009144257,0.00001848064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1434732,0.0006878113,0.8344004,0.005926017,0.0001184308,0.0001157829,0.001529884,0.001228645,0.01251978],"genre_scores_gemma":[0.8070399,0.0005278375,0.1832332,0.001976107,0.0003869814,0.0003512548,0.002291402,0.0006770381,0.003516312],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01453075,"threshold_uncertainty_score":0.07684684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370339544651351,"score_gpt":0.2146959662824048,"score_spread":0.2009925708358913,"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."}}