{"id":"W4387674418","doi":"10.21203/rs.3.rs-3428948/v1","title":"Mutually beneficial FAB consortia fortify stress resistance of Euglena mutabilis: evidence from sequencing, antibiotics, and Cd challenges","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Trent University","keywords":"Biology; Euglena; Protist; Euglena gracilis; Algae; Fungus; Botany; Microbiology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005099192,0.0004608119,0.0003958026,0.0008461947,0.0004392659,0.0007195861,0.000353243,0.0005342507,0.0005618309],"category_scores_gemma":[0.0008759178,0.0001677463,0.0003387,0.0005931892,0.0003874968,0.0004661401,0.001089304,0.0004302432,0.0001656273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735101,"about_ca_system_score_gemma":0.0004449802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769709,"about_ca_topic_score_gemma":0.001893279,"domain_scores_codex":[0.9994258,0.00008301584,0.00006157423,0.000132774,0.0001821523,0.0001147286],"domain_scores_gemma":[0.999406,0.0001167764,0.0001728265,0.00006901035,0.0001519445,0.00008345372],"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":[0.0001653283,0.00006718526,0.008600481,0.0001129578,0.00002390204,0.0001478924,0.0001169172,0.00005269898,0.9858358,0.00008452273,0.00005227855,0.0047401],"study_design_scores_gemma":[0.00004195436,0.001470638,0.3080119,0.00008543611,0.0003489407,0.002538375,0.002403768,0.002057365,0.6733162,0.0005490843,0.009118241,0.0000581264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961405,0.0008725654,0.001121064,0.0001329697,0.00001452413,0.00003235333,0.0008201509,0.00004619631,0.0008197103],"genre_scores_gemma":[0.9959028,0.0004087357,0.002015583,0.00008242649,0.000006328794,0.00003452589,0.0008915009,0.00001281778,0.0006452178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769709,"threshold_uncertainty_score":0.00351882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729586011502095,"score_gpt":0.3801710319953959,"score_spread":0.2072124308451865,"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."}}