{"id":"W2748492804","doi":"10.3390/biomimetics2030016","title":"Examining Potential Active Tempering of Adhesive Curing by Marine Mussels","year":2017,"lang":"en","type":"article","venue":"Biomimetics","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Division of Chemistry; McGill University; Purdue University; National Science Foundation","keywords":"Byssus; Adhesive; Mussel; Composite material; Mytilus; Materials science; Intertidal zone; Surface energy; Curing (chemistry); Fishery; Geology; Oceanography; Biology; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973681,0.0001345136,0.0002123193,0.0000425846,0.0003469815,0.0001644327,0.0004689189,0.00007548162,0.0003057834],"category_scores_gemma":[0.000082493,0.000123351,0.0000425368,0.00004067701,0.0002093234,0.0001528568,0.0003306169,0.00003260565,0.00005509194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002482615,"about_ca_system_score_gemma":0.00003089011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039627,"about_ca_topic_score_gemma":0.000003660383,"domain_scores_codex":[0.9990385,0.00002641255,0.0002719396,0.0002689585,0.0001685263,0.0002256263],"domain_scores_gemma":[0.998877,0.00003824504,0.0003748126,0.0005642307,0.00007598774,0.00006966082],"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":[0.00002701741,0.00004868408,0.0004915351,0.00002371378,0.000009468348,0.000002446523,0.00005654732,0.000002398135,0.9971482,0.0001643786,0.0001268149,0.001898778],"study_design_scores_gemma":[0.0003558202,0.00005561104,0.01300909,0.00002705364,0.00002806953,0.000003296775,0.0000937413,0.00005180209,0.9856002,0.0001162651,0.0005136765,0.0001454095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981818,0.00001925657,0.0003899868,0.00008707376,0.0003764399,0.0001616799,0.0001566366,0.00004307332,0.0005840047],"genre_scores_gemma":[0.9961795,0.00001625113,0.003509528,0.00001543477,0.0001422749,0.00002144258,0.00001396036,0.00001866632,0.00008297649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251755,"threshold_uncertainty_score":0.5030107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789662273954989,"score_gpt":0.2711988563691437,"score_spread":0.2433022336295938,"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."}}