{"id":"W7005629385","doi":"","title":"Repeats-In-Toxin Adhesion Proteins: What Makes Them Stick?","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Bacterial adhesin; Biofilm; Hemagglutinin (influenza); Adhesion; Bacteria; Pseudomonas fluorescens; Secretion; Bacterial outer membrane; Recombinant DNA","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009121868,0.0002606683,0.0002958993,0.0002343902,0.000439257,0.0003027936,0.0005557702,0.0003842643,0.001313051],"category_scores_gemma":[0.0001957788,0.0003034359,0.0001505665,0.0008079509,0.00009048048,0.002916561,0.00006629797,0.0003809857,0.000297749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296779,"about_ca_system_score_gemma":0.00134546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349975,"about_ca_topic_score_gemma":0.001588632,"domain_scores_codex":[0.9979666,0.000371322,0.0001941661,0.0006004276,0.0005285459,0.000338943],"domain_scores_gemma":[0.9990275,0.0001416984,0.0002528091,0.0002561125,0.00008516807,0.0002367219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002772231,0.001323329,0.02180468,0.001158358,0.0002678525,0.0005786195,0.2670484,0.00009823299,0.0001851341,0.2105275,0.4637305,0.03050524],"study_design_scores_gemma":[0.0005273431,0.00008568916,0.0171722,0.0009084256,0.00009653807,1.177362e-7,0.2054865,0.000004637607,0.002420572,0.004995739,0.7674993,0.0008029309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3823524,0.0002293973,0.00002067656,0.3898464,0.003670907,0.002523925,0.00004382169,0.0008527923,0.2204597],"genre_scores_gemma":[0.3436393,0.006050979,0.001139155,0.000384053,0.0009035284,0.00001127541,0.001803071,0.00007106999,0.6459975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4255379,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603583064484491,"score_gpt":0.2341475844876966,"score_spread":0.2181117538428517,"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."}}