{"id":"W4200414215","doi":"10.1016/j.xpro.2021.101043","title":"A simple and effective cryopreservation protocol for the industrially important and model organism, Euglena gracilis","year":2021,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Algal biology and biofuel production","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Euglena gracilis; Euglena; Cryopreservation; Biology; Strain (injury); Botany; Cell biology; Biochemistry; Embryo","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":[0.0003871385,0.0006398417,0.0003479193,0.0005435249,0.0007372424,0.0003593661,0.0006149348,0.0003882261,0.00256314],"category_scores_gemma":[0.0003025009,0.0002257336,0.0003948217,0.0006210151,0.0002605986,0.0004664126,0.0004890391,0.001077553,0.001613002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762269,"about_ca_system_score_gemma":0.0006133506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006862562,"about_ca_topic_score_gemma":0.002177911,"domain_scores_codex":[0.9996375,0.00003675742,0.00006022892,0.00008039331,0.000159147,0.00002597394],"domain_scores_gemma":[0.9998187,0.00002303272,0.00003559918,0.00003877015,0.00006204853,0.00002169247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002642275,0.00001775217,0.0001003566,0.00009511151,0.000007137977,0.00007339373,0.00003851372,0.0001635429,0.9908397,0.0003180529,0.0006879364,0.007632148],"study_design_scores_gemma":[0.0000137766,0.0002395883,0.002832033,0.00004172439,0.00004691611,0.0005064401,0.0000346172,0.001178903,0.9354761,0.0004001908,0.05919254,0.00003697605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.3659651,0.009863081,0.5832247,0.001336765,0.001540533,0.003715838,0.01237024,0.004012571,0.01797112],"genre_scores_gemma":[0.3646387,0.0103925,0.5573167,0.0006419151,0.0001571942,0.004869911,0.02729475,0.001078251,0.03361008],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.00256314,"threshold_uncertainty_score":0.008574605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799295728051712,"score_gpt":0.3318857407764538,"score_spread":0.2838927834959367,"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."}}