{"id":"W3204585804","doi":"10.1126/science.abi9702","title":"Microfluidic-like fabrication of metal ion–cured bioadhesives by mussels","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Byssus; Mytilus; Metal; Biomolecule; Metal ions in aqueous solution; Microfluidics; Adhesive; Mussel; Blue mussel; Chemistry; Catechol; Nanotechnology; Chemical engineering; Materials science; Organic chemistry; Biology; Ecology","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":[0.0004479647,0.00009718988,0.0001687706,0.00008426685,0.0002139902,0.00007776986,0.0003911286,0.00002383572,0.0003483368],"category_scores_gemma":[0.0004064266,0.00008659672,0.00004627936,0.0008183134,0.0008345883,0.0005999386,0.0001930467,0.0000462194,0.0002167698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004519743,"about_ca_system_score_gemma":0.0002217188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006383483,"about_ca_topic_score_gemma":0.000003968774,"domain_scores_codex":[0.9985231,0.00005838119,0.0002551913,0.000416292,0.0004851003,0.0002619222],"domain_scores_gemma":[0.9989106,0.00008678983,0.0001560636,0.0003339913,0.0004435169,0.00006905186],"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":[0.000003607859,0.00004134812,0.0003106801,0.000005375769,0.000003697801,0.000001175932,0.0004296475,4.731948e-7,0.9941161,0.0000695764,0.004580952,0.0004373456],"study_design_scores_gemma":[0.00007668581,0.00001774266,0.002389399,0.00001286258,0.000008819007,0.000008307975,0.0006726835,0.000007337977,0.9814224,0.00006196043,0.01522798,0.00009379363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855938,0.01039826,0.000653883,0.000563279,0.001630726,0.00006536731,0.00004384521,0.00004613098,0.001004691],"genre_scores_gemma":[0.9973967,0.0003400947,0.0008173591,0.0001601544,0.00002436917,0.000008196303,0.000002296077,0.000005142756,0.001245686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269369,"threshold_uncertainty_score":0.3814043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170439113517013,"score_gpt":0.283682050068105,"score_spread":0.2666381387164037,"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."}}