{"id":"W3014532204","doi":"10.17504/protocols.io.bedxja7n","title":"Transformation of Diplonema papillatum by electroporation v1","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Transformation (genetics); Electroporation; Protocol (science); Computer science; Chemistry; Medicine; Biochemistry; Gene","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":[0.0003439065,0.0007466396,0.0005989441,0.0008172044,0.0004599835,0.0005049618,0.0006844499,0.0005214489,0.004462023],"category_scores_gemma":[0.000247326,0.0003256764,0.0005605793,0.000660462,0.0002953716,0.0002222296,0.0008646185,0.001382712,0.004743378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293181,"about_ca_system_score_gemma":0.0003285295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125343,"about_ca_topic_score_gemma":0.001704918,"domain_scores_codex":[0.9995995,0.00004369417,0.00004631214,0.0001451971,0.00009446109,0.0000707064],"domain_scores_gemma":[0.9998331,0.00002984925,0.00002116506,0.00006399272,0.00002160922,0.00003022335],"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":[0.00003854741,0.00001640537,0.00008873369,0.00005947954,0.000006851034,0.00006622122,0.00003072189,0.00003384017,0.9967669,0.0003229764,0.0002770365,0.0022922],"study_design_scores_gemma":[0.00002795287,0.0001130687,0.003137568,0.00001799155,0.00004147355,0.0007384084,0.00003838746,0.0005468318,0.9496271,0.000261724,0.04542705,0.00002246012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6365482,0.002820781,0.2832768,0.0005179862,0.0009919035,0.002435227,0.03277378,0.005430196,0.03520515],"genre_scores_gemma":[0.6483245,0.003083154,0.1814647,0.0003293659,0.00009958,0.00174218,0.07432701,0.002663712,0.08796585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004462023,"threshold_uncertainty_score":0.01492697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005564118188046042,"score_gpt":0.2279557285199475,"score_spread":0.2223916103319015,"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."}}