{"id":"W1599889823","doi":"10.5772/23295","title":"Calorimetric Investigations of Non-Viral DNA Transfection Systems","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transfection; DNA; Virology; Computational biology; Biology; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009153523,0.0002608256,0.0002885097,0.0002369967,0.00003801935,0.0000132919,0.0002358979,0.0005759418,0.00003149153],"category_scores_gemma":[0.00001662024,0.0002572797,0.0002268932,0.00001603937,0.0001721398,0.000002093484,0.00005373994,0.0002163577,0.00005077708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002120483,"about_ca_system_score_gemma":0.0001308689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970777,"about_ca_topic_score_gemma":0.00003664909,"domain_scores_codex":[0.9989719,0.00001460432,0.0003890696,0.0003399772,0.000131935,0.00015249],"domain_scores_gemma":[0.9991291,0.000007809845,0.0001766104,0.0004088202,0.0002067961,0.00007090403],"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":[0.00004289847,0.00001166622,0.00001393017,0.00008523724,0.0001939801,0.000003719285,0.0000622796,8.564118e-7,0.9937804,0.001588784,0.0008062602,0.003409998],"study_design_scores_gemma":[0.0001679547,0.0006973649,0.00001442006,0.000216852,0.00009352732,0.00001956263,0.00001145794,0.000003658906,0.9389933,0.001565958,0.05792944,0.0002864636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06147402,0.0009931233,0.0121046,0.000006259496,0.001119358,0.0005799608,0.0001490601,0.00003313174,0.9235405],"genre_scores_gemma":[0.7632587,0.00009136013,0.00004741991,0.00003308312,0.0002419891,0.00002556034,0.00009643802,0.00004125699,0.2361642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7017847,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443116554438896,"score_gpt":0.2320360887001197,"score_spread":0.2076049231557308,"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."}}