{"id":"W6948869301","doi":"10.5281/zenodo.11095070","title":"Data from: Order among chaos: high throughput MYCroplanters can distinguish interacting drivers of host infection in a highly stochastic system","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytochemistry and Bioactivity Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Host (biology); Pathogen; Microbiome; Abiotic component; Scale (ratio); Disease; Genotype; Scalability","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003831783,0.0002586497,0.0003841689,0.0002671224,0.0005743899,0.0001000331,0.0008912362,0.0002841981,0.005243312],"category_scores_gemma":[0.001002142,0.000279343,0.00004134585,0.0004557008,0.000300425,0.0001038641,0.001728777,0.0008378749,0.0003438672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362325,"about_ca_system_score_gemma":0.00001041688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910751,"about_ca_topic_score_gemma":0.0001103545,"domain_scores_codex":[0.9980698,0.0004941156,0.0003284623,0.0005995187,0.0001861407,0.0003219805],"domain_scores_gemma":[0.9986539,0.0001573055,0.000392727,0.0004990394,0.0002082871,0.0000887278],"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":[0.0003758883,0.0007766523,0.0007621549,0.002079445,0.001752199,0.0001277391,0.002420038,0.0002031943,0.00619412,0.0003132852,0.9724004,0.01259492],"study_design_scores_gemma":[0.001439347,0.00009547993,0.001461636,0.001497378,0.0002587468,0.00001978073,0.0008623612,0.002356681,0.0007995401,0.00000778392,0.9907475,0.0004537585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05761236,0.0004199098,0.002390768,0.0005047985,0.002803747,0.001882001,0.03006495,0.001746945,0.9025745],"genre_scores_gemma":[0.9774632,0.0002295187,0.00004232116,0.00004545241,0.0003622141,2.31579e-7,0.005618352,0.001056932,0.01518172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9198509,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015984544919498,"score_gpt":0.3629829518685684,"score_spread":0.2613844973766186,"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."}}