{"id":"W4388726659","doi":"10.1126/science.adi7401","title":"A strong quick-release biointerface in mussels mediated by serotonergic cilia-based adhesion","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biointerface; Byssus; Biopolymer; Extracellular matrix; Chemistry; Biophysics; Cell biology; Mussel; Nanotechnology; Biology; Materials science; Ecology; Biochemistry","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":[0.0003841866,0.0001413638,0.0001244346,0.0003167977,0.0001738923,0.00005765317,0.0002837314,0.00005472339,0.0001375253],"category_scores_gemma":[0.0001391931,0.0001358544,0.00003828196,0.002392941,0.0001319929,0.0004403443,0.00003099344,0.0001777182,0.0006155972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861099,"about_ca_system_score_gemma":0.0001060419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095624,"about_ca_topic_score_gemma":0.0001324744,"domain_scores_codex":[0.9986454,0.00002636312,0.0002356428,0.0003036425,0.0003528446,0.0004360834],"domain_scores_gemma":[0.9993944,0.0001195155,0.00002768577,0.0002454562,0.00005894613,0.0001539868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001689759,0.00007133498,0.01346039,0.00004688184,0.000005553272,0.00001824575,0.0007554226,0.2415178,0.7356462,0.00003092936,0.00751146,0.0009189053],"study_design_scores_gemma":[0.0004026121,0.00005879477,0.01860339,0.0001040529,0.000004149075,0.000002201008,0.0008735936,0.8280358,0.146254,0.00003266142,0.005333147,0.0002956681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963709,0.0001124514,0.001294192,0.0001607702,0.0006859758,0.0001782042,0.00002411341,0.0006118084,0.0005616017],"genre_scores_gemma":[0.9993203,0.00006964171,0.0001493277,0.00002831484,0.00001624975,0.00002966319,0.00001440123,0.00001788292,0.000354232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5893922,"threshold_uncertainty_score":0.7912463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332551846137566,"score_gpt":0.25325323050759,"score_spread":0.2399277120462143,"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."}}