{"id":"W3080613614","doi":"10.1039/d0sm00292e","title":"Shaving and breaking bacterial chains with a viscous flow","year":2020,"lang":"en","type":"article","venue":"Soft Matter","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Institutes of Health; National Science Foundation","keywords":"Flow (mathematics); Chemistry; Mechanics; Materials science; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001880497,0.00008146725,0.00007418158,0.000006362677,0.00008055122,0.00007309973,0.00005784701,0.00002284602,0.01099481],"category_scores_gemma":[0.000002720483,0.00006566539,0.00001714247,0.00004317892,0.00005774646,0.0001837802,0.0001063138,0.00007440321,0.0008853612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906426,"about_ca_system_score_gemma":0.000002228802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378068,"about_ca_topic_score_gemma":0.00008193521,"domain_scores_codex":[0.9995458,0.000009954504,0.00007077723,0.0001865131,0.00004805689,0.000138919],"domain_scores_gemma":[0.9998244,0.000008832138,0.00002654024,0.00006825168,0.000002030086,0.00006993453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003762883,0.00001543283,0.008775452,0.00001019326,0.000008989004,0.00001635772,0.00143948,0.00002556058,0.9790852,0.000001471581,0.004928339,0.005655881],"study_design_scores_gemma":[0.001657205,0.0003411734,0.8077869,0.0001448937,0.00009499529,0.0004854185,0.0003429949,0.005002236,0.0270825,0.00002461564,0.1560011,0.001035963],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921396,0.000002994012,0.001820896,0.003295306,0.00007821306,0.00007820439,0.00001078072,0.00003177175,0.002542183],"genre_scores_gemma":[0.9938001,0.000001003506,0.00126176,0.004357904,0.000110229,0.000004664886,0.000004516488,0.0000144246,0.0004453762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520027,"threshold_uncertainty_score":0.9998926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493297454142678,"score_gpt":0.1917716362862001,"score_spread":0.1852783388320574,"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."}}