{"id":"W4313596131","doi":"10.1002/sia.7190","title":"A mechanochemically created durable <i>dynamic</i> superhydrophilic‐ <i>like</i> surface","year":2023,"lang":"en","type":"article","venue":"Surface and Interface Analysis","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Regroupement Québécois sur les Matériaux de Pointe","funders":"","keywords":"Superhydrophilicity; Sandpaper; Wetting; Contact angle; Materials science; Immersion (mathematics); Composite material; Polyethylene terephthalate; Abrasion (mechanical)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000825125,0.0003097618,0.0001482365,0.0001507102,0.0001152877,0.0002783076,0.0002490185,0.0003066831,0.001287327],"category_scores_gemma":[0.0001764298,0.0001749519,0.0002379153,0.000149012,0.0001972179,0.0002507298,0.0002113452,0.0003744931,0.0003957359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291929,"about_ca_system_score_gemma":0.0001050925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982054,"about_ca_topic_score_gemma":0.0004288482,"domain_scores_codex":[0.9998994,0.000006452242,0.000005599565,0.00002546352,0.0000318536,0.00003125463],"domain_scores_gemma":[0.9998859,0.00001500465,0.00003802246,0.00001646693,0.00002154738,0.00002299586],"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":[0.000004544765,0.000004942927,0.00005501483,0.00001343059,0.000001326149,0.00003094088,0.000006197248,0.00003112265,0.9992243,0.00004469394,0.00003220121,0.0005513155],"study_design_scores_gemma":[0.000002554702,0.00009881289,0.001619186,0.00000164433,0.000004026307,0.0001460054,0.00001482442,0.0005036052,0.9960558,0.00001783703,0.001530619,0.000004912609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843109,0.0004617546,0.009312456,0.00008219173,0.00007569129,0.00005134968,0.0002023636,0.0002516967,0.00525176],"genre_scores_gemma":[0.9911336,0.0002291406,0.006263275,0.00007659331,0.00001789876,0.00002465249,0.0001700743,0.00004268523,0.002042068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001287327,"threshold_uncertainty_score":0.004306614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306534973206588,"score_gpt":0.259708553577494,"score_spread":0.2466432038454281,"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."}}