{"id":"W4289524384","doi":"10.1111/pbi.13904","title":"<scp>CRISPR</scp>/Cas9‐mediated generation of non‐motile mutants to improve the harvesting efficiency of mass‐cultivated <i>Euglena gracilis</i>","year":2022,"lang":"en","type":"article","venue":"Plant Biotechnology Journal","topic":"Algal biology and biofuel production","field":"Energy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Japan Science and Technology Agency; Hanyang University","keywords":"Euglena gracilis; Biology; CRISPR; Mutant; Cas9; Genetics; Gene; Chloroplast","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":[0.00107677,0.0002112897,0.0003355201,0.0003567268,0.0006526621,0.00001622913,0.0005773896,0.0003609843,0.0000588178],"category_scores_gemma":[0.001198193,0.0001499249,0.00009575936,0.0008632217,0.0002773801,0.00009732531,0.0002053872,0.001144354,0.00001669317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008408724,"about_ca_system_score_gemma":0.0001016688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710675,"about_ca_topic_score_gemma":0.00004332143,"domain_scores_codex":[0.9979497,0.000258599,0.0006965677,0.0003572547,0.0002997684,0.0004381425],"domain_scores_gemma":[0.9985712,0.0001965343,0.0006729927,0.0003279234,0.0001653719,0.00006601195],"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":[0.00005266433,0.000117764,0.001172736,0.00001342735,0.00008276435,0.00002670892,0.0002913757,0.001732654,0.990355,0.0002716492,0.001345345,0.00453792],"study_design_scores_gemma":[0.0005405479,0.0008469919,0.0007628868,0.00001816132,0.00004848254,0.0007794074,0.0009107499,0.003704629,0.9811817,0.0002671984,0.010843,0.00009623957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943687,0.0004184647,0.001722044,0.00145226,0.001161721,0.0002801139,0.0002711581,0.00009252813,0.000233066],"genre_scores_gemma":[0.9985084,0.0001284505,0.0006416384,0.0001679409,0.0001904822,0.00002001604,0.0001161974,0.00001664188,0.0002102535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009497656,"threshold_uncertainty_score":0.6113762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156214736842781,"score_gpt":0.2176078489566624,"score_spread":0.2019863752723843,"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."}}