{"id":"W4324119854","doi":"10.1109/cme55444.2022.10063292","title":"Application of Mussel Biomimetic Materials in Biomedical Field","year":2022,"lang":"en","type":"article","venue":"","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biomedicine; Mussel; Nanotechnology; Biocompatibility; Biomimetic materials; Adhesion; Adhesive; Materials science; Biology; Bioinformatics; Ecology; Composite material; Layer (electronics)","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":[],"category_scores_codex":[0.0003374911,0.00005261937,0.0001412492,0.0001122688,0.00004647542,0.000007923838,0.0001580057,0.00001738322,0.006659858],"category_scores_gemma":[0.00006188438,0.00004719746,0.00001681651,0.0002063136,0.00004198605,0.00005271415,0.0001968114,0.00003905845,0.00009973043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003713993,"about_ca_system_score_gemma":0.00001791838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361918,"about_ca_topic_score_gemma":0.00002110219,"domain_scores_codex":[0.999175,0.00007545637,0.000282921,0.0001505863,0.0002001391,0.0001158733],"domain_scores_gemma":[0.9995486,0.0001815182,0.00008430453,0.0001517805,0.00001409307,0.00001969603],"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":[0.00002793055,0.000080905,0.0004082432,0.000007545872,0.00000230406,9.894131e-7,0.0001720577,0.000004805026,0.9969988,0.0003334753,0.001243134,0.000719841],"study_design_scores_gemma":[0.0001492018,0.0000629568,0.0008692812,0.000002331605,0.000002691693,0.00000411264,0.0004494093,0.00006136129,0.9929173,0.0001412532,0.005287235,0.00005283723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954311,0.00005312597,0.001736878,0.001192375,0.000544704,0.0001142881,0.00002659336,0.00003455979,0.0008663989],"genre_scores_gemma":[0.9989151,0.000002599523,0.0004977364,0.0002643671,0.00001413928,0.0001026966,0.000003739641,0.00000426551,0.0001953073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006560128,"threshold_uncertainty_score":0.9942482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116720850720393,"score_gpt":0.2824294948640758,"score_spread":0.2712622863568718,"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."}}