{"id":"W3186221454","doi":"10.1021/acs.langmuir.1c01493","title":"Algae Adhesion onto Silicone is Sensitive to Environment-Induced Surface Restructuring","year":2021,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polydimethylsiloxane; Polymer; Silicone; Adhesion; Materials science; Surface roughness; Chemical engineering; Surface finish; Algae; Composite material; Chemistry; Botany","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":[0.0001412547,0.0002723685,0.0001809051,0.0001736865,0.0001996998,0.0003115474,0.0001280698,0.000234091,0.001142361],"category_scores_gemma":[0.0003734596,0.0002266184,0.0002182633,0.0001591488,0.0002426056,0.0001894893,0.000330495,0.0002850004,0.000220533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986386,"about_ca_system_score_gemma":0.0001530417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008147139,"about_ca_topic_score_gemma":0.0009832048,"domain_scores_codex":[0.9997918,0.00002005385,0.00001000368,0.00003200812,0.00009952253,0.00004665929],"domain_scores_gemma":[0.9997701,0.00006941151,0.00007358818,0.00001938789,0.00003931866,0.00002823463],"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":[0.0000181397,0.00000305482,0.0003924487,0.00001296185,0.000002223005,0.00003219898,0.00002904494,0.0000477574,0.9990645,0.00001498873,0.00001046347,0.0003721864],"study_design_scores_gemma":[0.000003812549,0.0001345497,0.0184524,0.000003939601,0.000007223853,0.0001126393,0.0001194957,0.0009986565,0.9792848,0.00003710853,0.0008375338,0.00000790662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984321,0.0001669417,0.0006502075,0.00002283824,0.00000750207,0.00000551055,0.0000374362,0.00001078124,0.0006667499],"genre_scores_gemma":[0.9984626,0.0002211972,0.0004258065,0.00002181819,0.000003292779,0.000007469837,0.0000886624,0.000006621608,0.0007626347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142361,"threshold_uncertainty_score":0.003821552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591295903416041,"score_gpt":0.2471876483612354,"score_spread":0.221274689327075,"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."}}