{"id":"W2937378039","doi":"10.1038/s41579-019-0195-4","title":"Type IV pili: dynamics, biophysics and functional consequences","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":526,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pilus; Pilin; Biology; Protein filament; Biophysics; Motility; Computational biology; Cell biology; Biochemistry; Escherichia coli","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002140762,0.0005024576,0.001697331,0.00006309758,0.000108019,0.00003714246,0.0002875875,0.001047718,0.00255152],"category_scores_gemma":[0.00004750385,0.0003524804,0.0003966891,0.000318119,0.0005017919,0.0001056374,0.0003160726,0.001376226,0.005762253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118023,"about_ca_system_score_gemma":0.00006720733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003941495,"about_ca_topic_score_gemma":0.00009992924,"domain_scores_codex":[0.9980078,0.0002902854,0.0005950563,0.000739351,0.00003670121,0.0003308209],"domain_scores_gemma":[0.9988711,0.0001220938,0.0005010189,0.0004147204,0.0000195403,0.00007145177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000055463,0.00004171455,0.000006182336,0.003296931,0.00009270826,0.000005465254,0.000007014076,1.473963e-7,0.008072344,0.000242231,0.03040878,0.957821],"study_design_scores_gemma":[0.00005557691,0.00005089552,0.00001005085,0.00174148,0.0003617576,0.0006708107,0.000001637932,7.246779e-7,0.00000445664,0.00001931855,0.9967343,0.0003489473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002434305,0.9950486,0.00001035621,0.0000774722,0.00216997,0.0009489943,0.0002756443,0.00002492705,0.001419664],"genre_scores_gemma":[0.00001276257,0.9936358,0.0003136751,0.000452729,0.0001591457,0.00002752338,0.001194352,0.00003504238,0.004168932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9663256,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604514741899363,"score_gpt":0.3145041776958943,"score_spread":0.2784590302769007,"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."}}