{"id":"W6939632582","doi":"10.6084/m9.figshare.20341446.v1","title":"EdU Optimization - Optimized Procedure Example","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bacteria; Stain; Flow cytometry; Staining; Nucleic acid; Alexa Fluor; Escherichia coli","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":[0.001715117,0.002793886,0.001329552,0.002037666,0.001015967,0.002057778,0.002383823,0.001912307,0.1251991],"category_scores_gemma":[0.007057066,0.0008096258,0.00224103,0.00319582,0.0003664837,0.00121326,0.001436777,0.001630949,0.1196948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142438,"about_ca_system_score_gemma":0.001923685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008185765,"about_ca_topic_score_gemma":0.02434037,"domain_scores_codex":[0.9986029,0.0002493588,0.0001223889,0.000643771,0.0002268791,0.0001546831],"domain_scores_gemma":[0.9985331,0.000677768,0.00005971162,0.0003986889,0.0002649294,0.00006568792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002420785,0.00005329107,0.001651061,0.001588721,0.0001057398,0.00004617054,0.00004551225,0.001781814,0.0008164583,0.001160404,0.9747608,0.01774781],"study_design_scores_gemma":[0.0005142482,0.00005819259,0.003654634,0.0003338415,0.00009756027,0.00009995415,0.00007316423,0.005152968,0.003092306,0.005632813,0.9812424,0.00004809786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008590378,0.0002324197,0.002632858,0.0001408154,0.00008897055,0.00009426874,0.9789377,0.01351955,0.003494454],"genre_scores_gemma":[0.002079326,0.0001531822,0.01120378,0.0001920619,0.0000132768,0.000578966,0.981125,0.00204331,0.002611146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1251991,"threshold_uncertainty_score":0.4188328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192015295467864,"score_gpt":0.2268932806287481,"score_spread":0.1949731276740694,"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."}}