{"id":"W6939910290","doi":"10.6084/m9.figshare.25801156.v1","title":"cgMLST QC process","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Informatics; Work (physics); Automation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006802839,0.003105653,0.001467908,0.003089074,0.00184764,0.004787191,0.002575703,0.002055432,0.2078725],"category_scores_gemma":[0.02585323,0.001560494,0.002775996,0.002033972,0.00135291,0.002554798,0.004534868,0.005012797,0.1056198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986369,"about_ca_system_score_gemma":0.004382692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196681,"about_ca_topic_score_gemma":0.00795196,"domain_scores_codex":[0.9966592,0.0005483141,0.0002526355,0.00130885,0.0009695238,0.0002615998],"domain_scores_gemma":[0.9899833,0.003861813,0.000411159,0.002364418,0.003001271,0.0003780728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001267796,0.0001430301,0.003859395,0.001426461,0.0002639772,0.0004460858,0.001229745,0.005561208,0.01371619,0.02524569,0.7859097,0.1609308],"study_design_scores_gemma":[0.0005174421,0.0000788266,0.002524149,0.000337694,0.0001362919,0.0003480954,0.0002253232,0.04531157,0.04277441,0.0335357,0.8739169,0.0002936183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001810326,0.0002421791,0.5153574,0.001095748,0.0007762381,0.001012697,0.04506532,0.4187044,0.01593567],"genre_scores_gemma":[0.04765886,0.0003953247,0.5566863,0.003133203,0.0004345802,0.004185372,0.1343556,0.2075583,0.04559235],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2078725,"threshold_uncertainty_score":0.6954029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362224859247951,"score_gpt":0.2410751532959514,"score_spread":0.2174529047034719,"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."}}