{"id":"W7048308984","doi":"","title":"Kluyveromyces lactis as an alternative host for the expression of phage-encoded endolysin genes","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Nucleofection; Function (biology); Selection (genetic algorithm)","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":[0.00006489106,0.000204181,0.000326305,0.00009759377,0.0001352337,0.00001595073,0.0004465678,0.0001501335,0.00001428908],"category_scores_gemma":[0.0000113355,0.0002096937,0.0001538256,0.0001051694,0.0000392229,0.0002193127,0.00003747695,0.0001569957,0.000007424359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003983187,"about_ca_system_score_gemma":0.00002892079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165986,"about_ca_topic_score_gemma":0.04293904,"domain_scores_codex":[0.9993466,0.00002602149,0.00009894822,0.0002178222,0.0001589649,0.0001516242],"domain_scores_gemma":[0.9993275,0.0001290451,0.000184683,0.0001993182,0.0001039651,0.0000555301],"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":[0.0004263498,0.00005167787,0.00006057616,0.0008046259,0.0002652674,0.00001750262,0.008091642,0.001968623,0.9851928,0.00009654746,0.001464149,0.001560216],"study_design_scores_gemma":[0.0005854272,0.0001729655,0.0009120973,0.0002200687,0.0002405246,0.000002053533,0.08714717,0.01071551,0.896277,0.0001131414,0.003348069,0.0002660125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930838,0.001120613,0.003486006,0.00004666189,0.0004313122,0.0005915231,0.0001914273,0.0000788665,0.0009697683],"genre_scores_gemma":[0.9961344,0.00139794,0.001588866,0.000005746169,0.00008146175,0.000003018628,0.0003325929,0.00004131742,0.0004146516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08891586,"threshold_uncertainty_score":0.9745248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665961534095481,"score_gpt":0.2190996058770505,"score_spread":0.2024399905360957,"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."}}