{"id":"W2795705479","doi":"10.1101/283085","title":"Would an RRS by any other name sound as RAD?","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Misattribution of memory; Ambiguity; CLARITY; Shotgun sequencing; Representation (politics); Sampling (signal processing); Convergence (economics); Computer science; Psychology; Attribution; Social psychology; Biology; Genome; Genetics; Political science; Gene; Cognition; Law; Neuroscience","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":[0.03906723,0.0008741856,0.001281597,0.002846246,0.002559681,0.007882906,0.00255035,0.004132294,0.015031],"category_scores_gemma":[0.08202961,0.0004696529,0.001304657,0.003684734,0.007912818,0.00782776,0.002497462,0.006056773,0.01200818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601782,"about_ca_system_score_gemma":0.003233654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315273,"about_ca_topic_score_gemma":0.001178144,"domain_scores_codex":[0.9737093,0.01452873,0.002919272,0.002833249,0.005461639,0.0005476726],"domain_scores_gemma":[0.9334237,0.03403363,0.008423921,0.008325029,0.01413184,0.001661817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007885399,0.000111826,0.0066055,0.005749608,0.0003451729,0.001330247,0.005034606,0.0007184573,0.008185357,0.4919454,0.2604175,0.2187679],"study_design_scores_gemma":[0.00001782607,0.00007644801,0.001312243,0.002735146,0.00009711208,0.001200271,0.00169865,0.000601399,0.005458181,0.08036321,0.9063383,0.0001011832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02352423,0.1304014,0.3252235,0.300002,0.117577,0.0003378096,0.003332704,0.003450745,0.09615063],"genre_scores_gemma":[0.2509234,0.08911556,0.373805,0.1601819,0.02604854,0.0006158313,0.004356621,0.004633026,0.0903201],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03906723,"threshold_uncertainty_score":0.2066097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231324305574905,"score_gpt":0.2319290715959701,"score_spread":0.219615828540221,"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."}}