{"id":"W4309664802","doi":"10.1242/bio.059561","title":"Euglena International Network (EIN): Driving euglenoid biotechnology for the benefit of a challenged world","year":2022,"lang":"en","type":"article","venue":"Biology Open","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Trent University","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Biology; Euglena gracilis; Computational biology; Euglena; Identification (biology); Endosymbiosis; General partnership; Biotechnology; Gene; Ecology; Plastid; Genetics; Chloroplast; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00533798,0.0007798286,0.000169015,0.0007263605,0.0009742183,0.003401992,0.001145911,0.003087994,0.01404736],"category_scores_gemma":[0.002769323,0.0001586094,0.0003683697,0.0006250318,0.000686348,0.004258499,0.006335649,0.002069678,0.005169987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379853,"about_ca_system_score_gemma":0.007909937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923081,"about_ca_topic_score_gemma":0.002199259,"domain_scores_codex":[0.998952,0.0002175576,0.00003707408,0.0001309114,0.0003386695,0.000323766],"domain_scores_gemma":[0.9965271,0.0002508061,0.0002424512,0.0001636724,0.0006551737,0.00216074],"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":[0.0004435216,0.0002549912,0.004600226,0.0007950073,0.00004579871,0.0004481193,0.0004618612,0.00174412,0.03379527,0.1022915,0.5357917,0.319328],"study_design_scores_gemma":[0.00001583342,0.00008848635,0.001375591,0.0001401082,0.00000803546,0.00008717623,0.0002702182,0.0004276797,0.003482555,0.007265352,0.9868252,0.00001382563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05354096,0.03937583,0.08013201,0.3646445,0.01952715,0.001187453,0.009735382,0.003988049,0.4278687],"genre_scores_gemma":[0.2812504,0.0402068,0.1610539,0.08763555,0.001880952,0.001076936,0.02863615,0.001348463,0.3969108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404736,"threshold_uncertainty_score":0.04699308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428309440954476,"score_gpt":0.2759939365047629,"score_spread":0.2517108420952182,"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."}}