{"id":"W3036523105","doi":"10.1186/s43170-020-00004-9","title":"Strengthening mycology research through coordinated access to microbial culture collection strains","year":2020,"lang":"en","type":"article","venue":"CABI Agriculture and Bioscience","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Department for International Development, UK Government; Ministry of Agriculture of the People's Republic of China; Direktion für Entwicklung und Zusammenarbeit; Department for International Development; Agriculture and Agri-Food Canada; Lister Institute of Preventive Medicine; Wellcome Trust","keywords":"Resource (disambiguation); Agriculture; Biodiversity; Microbiome; Psychological intervention; Biotechnology; Metadata; Biology; Environmental resource management; Business; Library science; Environmental planning; Geography; Ecology; World Wide Web; Computer science; Medicine; Environmental science; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001848479,0.0001695431,0.0001789956,0.0000199726,0.000907502,0.0003729614,0.0004684274,0.0001705606,0.0006694741],"category_scores_gemma":[0.0003718322,0.00006052527,0.00005352507,0.002286164,0.00004739551,0.0004023994,0.0002175864,0.000378712,0.0001168596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092453,"about_ca_system_score_gemma":0.00001803875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005122313,"about_ca_topic_score_gemma":0.0004712507,"domain_scores_codex":[0.9984224,0.0001297721,0.0001962172,0.000568405,0.0002408127,0.0004423988],"domain_scores_gemma":[0.9990754,0.0003071372,0.00005630685,0.00003967071,0.0002411156,0.0002804055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002899962,0.00003261193,0.002057718,0.000006199578,0.000004498638,0.000006374755,0.0008382963,0.000006291487,0.8296382,0.0003071432,0.1655292,0.001544434],"study_design_scores_gemma":[0.0001457492,0.001657861,0.03403458,0.0001036846,0.00002333543,0.0001536438,0.003956725,0.0001227372,0.09404991,0.0002225972,0.8649497,0.0005795016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724545,0.0002670972,0.00004486995,0.02043001,0.0003575126,0.0005797484,0.0006173424,0.000119173,0.0051297],"genre_scores_gemma":[0.9948158,0.0004706071,0.0001993844,0.002700604,0.0005441111,0.00002447586,0.0002698033,9.773001e-7,0.0009742949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7355884,"threshold_uncertainty_score":0.7330272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06568983972341874,"score_gpt":0.3052118410873322,"score_spread":0.2395220013639135,"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."}}