{"id":"W2795868582","doi":"10.3389/fphys.2018.00418","title":"Byssus Structure and Protein Composition in the Highly Invasive Fouling Mussel Limnoperna fortunei","year":2018,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Beijing Municipal Natural Science Foundation; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Youth Innovation Promotion Association; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Byssus; Biofouling; Mussel; Chemistry; Transcriptome; Biology; Biochemistry; Environmental chemistry; Biophysics; Ecology; Gene; Gene expression","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":[0.0000434685,0.0001067138,0.0001367812,0.00003284829,0.00003617231,0.000004367001,0.0001199037,0.0001406863,0.00001512598],"category_scores_gemma":[0.000008215587,0.00008348911,0.0000138589,0.00005601954,0.0001676941,0.00004224967,0.0000393251,0.0002055268,0.000002026858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817387,"about_ca_system_score_gemma":0.00000352748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002136248,"about_ca_topic_score_gemma":0.00005923298,"domain_scores_codex":[0.9995013,0.00003564672,0.0001118651,0.0001503442,0.00002979933,0.0001709787],"domain_scores_gemma":[0.9998191,0.00002321605,0.00001811031,0.0001196327,0.000002820811,0.00001713618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009474888,0.0000253977,0.04343842,0.0001024132,0.0000298632,0.00001083533,0.0007433093,0.0005455574,0.9515431,0.00007208701,0.001237169,0.002157104],"study_design_scores_gemma":[0.001655771,0.0003017462,0.7706043,0.0000983998,0.00002030868,0.00003753613,0.0009385048,0.009374989,0.1988274,0.01454191,0.003023205,0.0005759965],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998593,0.0002104095,0.0001011683,0.00007160896,0.0002469181,0.0001516175,0.000005998767,0.00001946245,0.0005997603],"genre_scores_gemma":[0.9986261,0.00005293211,0.0009546849,0.0001405003,0.0001358147,0.00002510781,0.00004087808,0.000008835022,0.0000151635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7527157,"threshold_uncertainty_score":0.3404587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003969897617527274,"score_gpt":0.1730361659115736,"score_spread":0.1690662682940463,"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."}}