{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001421584,0.00006371015,0.0001294912,0.00003121718,0.00006154159,0.00001763928,0.0001601487,0.00005419999,0.002328743],"category_scores_gemma":[0.00004108528,0.00005205235,0.00004214579,0.00007330056,0.00005413075,0.00005829414,0.00003360784,0.00006908148,0.0005135114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005534714,"about_ca_system_score_gemma":0.00001729673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345001,"about_ca_topic_score_gemma":0.0002378305,"domain_scores_codex":[0.9994645,0.00003157022,0.0001422475,0.0001370368,0.00009791672,0.0001267141],"domain_scores_gemma":[0.9995436,0.00004934217,0.00004730142,0.0002586152,0.00005759099,0.00004357124],"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":[0.00000722194,0.0000398696,0.003590132,0.000005740754,0.000001513766,0.000001714629,0.00027567,5.824484e-7,0.9933241,0.001192609,0.00146838,0.00009243804],"study_design_scores_gemma":[0.0001736084,0.00001351226,0.03744958,0.000004171564,0.000004790961,0.000004613121,0.0000887113,0.00003325549,0.9539356,0.00005461707,0.008165102,0.00007247759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955553,0.00002188987,0.00004017194,0.0002661087,0.0003099623,0.00007200868,0.00002797568,0.00005349587,0.003653018],"genre_scores_gemma":[0.9983281,0.000001040472,0.0008815075,0.0001139852,0.00003105866,0.000003224312,0.000007243004,0.000007562469,0.0006262581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03938857,"threshold_uncertainty_score":0.9985833,"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."}}