{"id":"W2991221064","doi":"10.1021/acsabm.9b00832","title":"Oil-Infused Silicone Prevents Zebra Mussel Adhesion","year":2019,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mussel; Silicone; Adhesion; Silicone oil; Zebra mussel; Chemistry; Fishery; Materials science; Composite material; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006832324,0.0002672985,0.0001288052,0.0001231142,0.0001171558,0.0002100839,0.000110164,0.0001921463,0.0008064908],"category_scores_gemma":[0.0001535668,0.0001338586,0.0001681178,0.00007218602,0.0001370856,0.000113888,0.0003635677,0.0002622768,0.0002137351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656913,"about_ca_system_score_gemma":0.0001983288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697751,"about_ca_topic_score_gemma":0.004033049,"domain_scores_codex":[0.9998864,0.00001102663,0.000008976176,0.00002218999,0.00004062848,0.00003082785],"domain_scores_gemma":[0.9998823,0.00001867277,0.00004863059,0.00001302745,0.00001539391,0.00002191219],"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":[0.00004075009,0.000008586202,0.0004128664,0.00001882804,0.000003024931,0.00001942318,0.00001434434,0.00003483446,0.9984693,0.000009440068,0.00001937551,0.0009492514],"study_design_scores_gemma":[0.000005124313,0.0004063344,0.01715555,0.00001110312,0.0000102776,0.00008237776,0.00004612722,0.0005595278,0.9800382,0.00001556756,0.001665144,0.000004569575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982989,0.0004440543,0.0004652229,0.00002212915,0.000007449165,0.000006206122,0.0000609551,0.00002996219,0.000665148],"genre_scores_gemma":[0.9955366,0.000460579,0.0009585094,0.0000361887,0.000002546415,0.000009876284,0.0001661169,0.00001174666,0.002818031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697751,"threshold_uncertainty_score":0.003375769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004060875558925815,"score_gpt":0.1691765547414568,"score_spread":0.165115679182531,"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."}}