{"id":"W2971929076","doi":"10.1002/cbic.201900492","title":"Front Cover: Expanding the DOPA Universe with Genetically Encoded, Mussel‐Inspired Bioadhesives for Material Sciences and Medicine (ChemBioChem 17/2019)","year":2019,"lang":"en","type":"paratext","venue":"ChemBioChem","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mussel; Nanotechnology; Synthetic biology; Biochemical engineering; Computer science; Computational biology; Engineering; Biology; Materials science; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002527267,0.0006380637,0.0006273968,0.0000385339,0.0003212655,0.0001068424,0.0008259632,0.0003634224,0.006548671],"category_scores_gemma":[0.00007934064,0.0004290737,0.0001145702,0.0002113987,0.001836497,0.0001234088,0.0005484959,0.0003114791,0.0005431843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140589,"about_ca_system_score_gemma":0.00007386576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000723492,"about_ca_topic_score_gemma":0.00000234252,"domain_scores_codex":[0.9973568,0.00001632692,0.0003874476,0.001072646,0.0004961622,0.0006706173],"domain_scores_gemma":[0.9986866,0.0002601239,0.0002522694,0.0005423427,0.00002703989,0.0002315872],"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":[0.000153748,0.00003687951,0.00001738053,0.0002692533,0.00006195078,0.000003932364,0.0002137289,0.0002746269,0.8327268,0.00001342541,0.1659061,0.0003222155],"study_design_scores_gemma":[0.001048599,0.0001777815,0.00001014569,0.000298285,0.0001108049,0.00003547081,0.0003443506,0.0003476772,0.9240624,0.00003104267,0.07290762,0.0006257884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8117971,0.002352158,0.001194486,0.00154201,0.001324716,0.001646899,0.0004593895,0.000122285,0.1795609],"genre_scores_gemma":[0.8600066,0.001067659,0.002280364,0.0005367276,0.001367674,0.0001593466,0.0007111896,0.0001473324,0.1337232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09299848,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008431133210794731,"score_gpt":0.2199796036072276,"score_spread":0.2115484703964329,"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."}}