{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006002162,0.0001632538,0.0001816372,0.00002316637,0.0003279707,0.00007122795,0.00008804085,0.0002039231,0.00005587194],"category_scores_gemma":[0.0005698185,0.0001058996,0.00003777893,0.0001407253,0.0001157152,0.0001797712,0.0001045762,0.0001546143,0.000001690747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003067472,"about_ca_system_score_gemma":0.0001424147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008662191,"about_ca_topic_score_gemma":0.0001862612,"domain_scores_codex":[0.9988547,0.0001407549,0.0002762777,0.0004003499,0.0001118854,0.0002160384],"domain_scores_gemma":[0.9991447,0.0001754413,0.0001407177,0.0002675806,0.0002228954,0.00004863162],"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":[0.01711664,0.001161925,0.03651157,0.00321357,0.001127131,0.00004044069,0.004123572,0.001373995,0.5177246,0.0986508,0.02027847,0.2986773],"study_design_scores_gemma":[0.01132396,0.002089846,0.01675427,0.0001622841,0.0001055493,0.00004932671,0.0004224328,0.01926289,0.2756103,0.2405012,0.4329266,0.0007913371],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01223091,0.00001118421,0.001398799,0.001066556,0.00002363037,0.9849709,0.00004728564,0.00007227721,0.00017841],"genre_scores_gemma":[0.01388854,0.000001325371,0.0008681257,0.0001871347,0.0002087763,0.9845251,0.00003094909,0.00001812036,0.0002719445],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4126481,"threshold_uncertainty_score":0.4318461,"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."}}