{"id":"W4386246267","doi":"10.24908/iqurcp16716","title":"Competitive, Inhibitory and Mutually Existing Interaction Mapping of Secondary Metabolites in Filamentous Fungi","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Natural product; Microorganism; Metabolite; Biology; Biochemical engineering; Bacteria; Sampling (signal processing); Computational biology; Biological system; Chemistry; Biochemistry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001882433,0.0002462188,0.0001794571,0.0007229315,0.0002831884,0.0004204111,0.0002439021,0.0002723552,0.0006189703],"category_scores_gemma":[0.0002247283,0.000177877,0.0003174949,0.0005479888,0.0002475081,0.0003402674,0.0002492389,0.0003232401,0.0002005889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471139,"about_ca_system_score_gemma":0.0002031134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583981,"about_ca_topic_score_gemma":0.002621841,"domain_scores_codex":[0.9998085,0.00001666694,0.000009275626,0.00006268,0.00007172705,0.00003117291],"domain_scores_gemma":[0.9998254,0.00006131004,0.00004632278,0.000009286423,0.00003128622,0.00002637822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006791827,0.00002011242,0.002054894,0.00006917969,0.000006623883,0.00008911383,0.00006680787,0.0002508141,0.991775,0.0001194002,0.00004520438,0.00543489],"study_design_scores_gemma":[0.000008255264,0.0001441214,0.05215296,0.00002008427,0.0000350786,0.0003263273,0.0002934399,0.01379732,0.9304871,0.000194227,0.002502815,0.00003834468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789882,0.000992041,0.01661046,0.00003973405,0.00001252182,0.00003116766,0.0006485119,0.0002107218,0.002466646],"genre_scores_gemma":[0.9712332,0.000785947,0.02634402,0.00003220895,0.000006709699,0.00005110741,0.0004322296,0.00003347572,0.001081199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583981,"threshold_uncertainty_score":0.003149569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124930906499705,"score_gpt":0.37032165175561,"score_spread":0.2453907452559049,"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."}}