{"id":"W2103537794","doi":"10.1002/cbic.201300033","title":"A Highly Efficient Molecular Cloning Platform that Utilises a Small Bacterial Toxin Gene","year":2013,"lang":"en","type":"article","venue":"ChemBioChem","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cloning (programming); Molecular cloning; Computational biology; Escherichia coli; Biology; Gene; Molecular biology; Chemistry; Genetics; Computer science; Gene expression","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":[0.0007681502,0.0009091145,0.0008641672,0.0009401499,0.0005553891,0.0009524031,0.0009637053,0.0006563606,0.002707],"category_scores_gemma":[0.0008451649,0.0005752041,0.0006985075,0.0009360469,0.000675518,0.0006620276,0.0008758999,0.00162181,0.004197155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005691,"about_ca_system_score_gemma":0.0009793582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006775745,"about_ca_topic_score_gemma":0.0009584881,"domain_scores_codex":[0.999206,0.00009828218,0.00007572282,0.0001592681,0.000378569,0.00008214306],"domain_scores_gemma":[0.9995435,0.0001081644,0.0001231784,0.00009286164,0.00006240813,0.00006977857],"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":[0.00004099368,0.00003099537,0.0001056225,0.0000810666,0.000008201535,0.00006015173,0.00002039452,0.0001143979,0.9917252,0.0005791716,0.000269666,0.006964086],"study_design_scores_gemma":[0.00002731991,0.0003462506,0.001023337,0.00001803146,0.00004351282,0.0007446592,0.00002224604,0.001802928,0.9690289,0.0002657529,0.02665037,0.00002663442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.153237,0.001462897,0.8318954,0.0005026167,0.0003173632,0.001073961,0.002115277,0.003856648,0.005538875],"genre_scores_gemma":[0.2538005,0.004036025,0.7078731,0.0003317313,0.000104939,0.0009138651,0.01060388,0.0008371706,0.02149875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002707,"threshold_uncertainty_score":0.009055853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285450158141266,"score_gpt":0.2050424926898517,"score_spread":0.1921879911084391,"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."}}