{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111084,0.000288211,0.0001429124,0.0001567694,0.000164456,0.000281822,0.0003131301,0.0003463285,0.0006451234],"category_scores_gemma":[0.0001487651,0.0002789353,0.0002651264,0.00006998146,0.0001989233,0.000210032,0.0003462642,0.0002986504,0.0003437521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385101,"about_ca_system_score_gemma":0.0001844733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027522,"about_ca_topic_score_gemma":0.0009238779,"domain_scores_codex":[0.9999079,0.0000067278,0.000006742997,0.00003904251,0.00002366578,0.00001588569],"domain_scores_gemma":[0.9999132,0.00001731015,0.00003338294,0.00001382032,0.000009432411,0.00001288692],"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":[0.000009731263,0.000006279537,0.00009869273,0.00001989146,0.00000264834,0.00003767442,0.00001714915,0.0001660383,0.9985383,0.00009379207,0.0000258501,0.000984043],"study_design_scores_gemma":[0.000007621349,0.00005470489,0.001132719,0.000003948176,0.000003813119,0.00009129684,0.00001399767,0.001908724,0.995116,0.00003973444,0.001620097,0.000007355182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686182,0.0006109838,0.02671856,0.0001020095,0.00009919134,0.00007275523,0.0002689197,0.0004786032,0.003030763],"genre_scores_gemma":[0.9449033,0.0005465914,0.04912779,0.000086612,0.0000149699,0.0001163213,0.0002402223,0.00004370727,0.00492046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006451234,"threshold_uncertainty_score":0.002158165,"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."}}