{"id":"W4214479705","doi":"10.31219/osf.io/j9b4f","title":"Euglena International Network (EIN): Driving euglenoids into the biotechnology world","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Trent University","funders":"","keywords":"Grand Challenges; Euglena gracilis; Exploit; Biotechnology; Business; Political science; Biology; Computer science; Gene; Chloroplast; Genetics","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":[0.006642362,0.0007899021,0.0002225808,0.001105981,0.001134587,0.004239412,0.001221056,0.002197006,0.02457347],"category_scores_gemma":[0.005197654,0.0002045863,0.0005827981,0.001055168,0.0007109609,0.005506589,0.008605592,0.002573645,0.01102118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673234,"about_ca_system_score_gemma":0.00610686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975054,"about_ca_topic_score_gemma":0.002306866,"domain_scores_codex":[0.9981397,0.0004754742,0.00008929935,0.000254257,0.0006183742,0.0004228699],"domain_scores_gemma":[0.9938069,0.0004641854,0.0005542612,0.0005494889,0.001443873,0.003181313],"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":[0.0006254605,0.0003038938,0.006016254,0.001169755,0.00005401706,0.0004028099,0.0005819612,0.001264941,0.04880319,0.0571285,0.5082552,0.375394],"study_design_scores_gemma":[0.00001621898,0.00007898161,0.001334878,0.0001822269,0.000009739537,0.00007132714,0.0002009825,0.0002421248,0.003298281,0.004564837,0.9899829,0.00001749593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05604872,0.03929099,0.0922325,0.2614798,0.01611954,0.001762195,0.03086581,0.01592654,0.4862739],"genre_scores_gemma":[0.254295,0.04249991,0.2284201,0.09315655,0.002051886,0.001790107,0.1089365,0.004930866,0.2639191],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02457347,"threshold_uncertainty_score":0.08220649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008739372454130876,"score_gpt":0.2372331183393679,"score_spread":0.2284937458852371,"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."}}