{"id":"W4386697545","doi":"10.5539/apr.v15n2p98","title":"Exploring Foam Drainage in Fiber-Foam: A Review","year":2023,"lang":"en","type":"review","venue":"Applied Physics Research","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drainage; Materials science; Fiber; Composite material; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694947,0.0009069238,0.001030675,0.002624962,0.000376361,0.0009541542,0.0005949059,0.0009040901,0.004163648],"category_scores_gemma":[0.0004610333,0.0003512283,0.0005624348,0.002790949,0.0003161037,0.001500951,0.0005657999,0.0008911314,0.001799826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811407,"about_ca_system_score_gemma":0.001006857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184541,"about_ca_topic_score_gemma":0.001502779,"domain_scores_codex":[0.999864,0.00001596967,0.00002017586,0.00003266464,0.00005127095,0.00001601429],"domain_scores_gemma":[0.999768,0.0001117025,0.00003601756,0.000007377181,0.00006038316,0.0000164974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006395179,0.0001686677,0.000235205,0.05676713,0.0000977531,0.0002821567,0.0001375531,0.0009174113,0.007482918,0.005660131,0.02174352,0.9064436],"study_design_scores_gemma":[0.000007602936,0.0001671696,0.0006864045,0.004892544,0.0001562077,0.0009861542,0.00008234328,0.000194978,0.002889998,0.001757998,0.9881498,0.00002885685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003741428,0.9978566,0.0002348813,0.0001220551,0.0001430091,0.000006280327,0.00002857157,0.000009673967,0.001224892],"genre_scores_gemma":[0.001067919,0.9978526,0.000292645,0.00007518549,0.00008843973,0.000007527592,0.00003494753,0.000002021153,0.0005788321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004163648,"threshold_uncertainty_score":0.01392883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7013229903759851,"score_gpt":0.5043814499227706,"score_spread":0.1969415404532145,"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."}}