{"id":"W2320258035","doi":"10.1021/la1025526","title":"Contact Angle Hysteresis of Microbead Suspensions","year":2010,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microbead (research); Contact angle; Wetting; Suspension (topology); Materials science; Surface tension; Drop (telecommunication); Volume fraction; Chemistry; Composite material; Thermodynamics; Mechanical engineering","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":[0.0003815001,0.0004023414,0.0004653488,0.0006549669,0.0002257183,0.0004616094,0.0003925352,0.0003536334,0.001366896],"category_scores_gemma":[0.001924561,0.0001819652,0.0002615295,0.000865451,0.0002616108,0.0005056561,0.0003230245,0.0008685659,0.00035363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819176,"about_ca_system_score_gemma":0.0001743338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006380797,"about_ca_topic_score_gemma":0.0004792127,"domain_scores_codex":[0.9987525,0.00008270264,0.00005748198,0.0002588514,0.0007140539,0.0001344767],"domain_scores_gemma":[0.9982787,0.0007059722,0.0003716217,0.0001209893,0.0004443121,0.00007827116],"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":[0.00009425177,0.00003221615,0.000931812,0.0001362118,0.00001357203,0.0001063937,0.0001185048,0.0004393985,0.9870619,0.000162401,0.0001695269,0.01073383],"study_design_scores_gemma":[0.00000682353,0.0001834468,0.005716302,0.00001047869,0.00001260277,0.0001367805,0.00005723579,0.004445493,0.9870644,0.0001332338,0.002215581,0.00001767506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514346,0.006131425,0.03448961,0.0001448154,0.0003316121,0.00009827358,0.0009701878,0.000568609,0.005830872],"genre_scores_gemma":[0.9926261,0.001155165,0.003303672,0.00006278799,0.00004411696,0.00006760578,0.0005992021,0.00004206314,0.002099141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001366896,"threshold_uncertainty_score":0.00457269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159036133421806,"score_gpt":0.2445041715607982,"score_spread":0.2286005582186175,"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."}}