{"id":"W1981454302","doi":"10.1007/s10853-011-6217-x","title":"A low-cost method to produce superhydrophobic polymer surfaces","year":2012,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Redlen Technologies (Canada); Integran (Canada); University of Toronto","funders":"","keywords":"Materials science; Polymer; Contact angle; Polypropylene; Polyethylene; Electroforming; Composite material; Nanocrystalline material; Polytetrafluoroethylene; Template; Nanotechnology","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":["insufficient_payload"],"category_scores_codex":[0.01033073,0.0002355471,0.0004992433,0.0003546967,0.0003345303,0.0004138118,0.00117603,0.00006716255,0.001880359],"category_scores_gemma":[0.0005297162,0.0001745813,0.00008018383,0.0008551349,0.0003334552,0.001783141,0.0002120293,0.0001190658,0.0009076839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885123,"about_ca_system_score_gemma":0.0004128918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006986945,"about_ca_topic_score_gemma":0.000001479281,"domain_scores_codex":[0.9963189,0.0003675624,0.0008802255,0.0003729798,0.001213718,0.0008465535],"domain_scores_gemma":[0.9977759,0.0001211957,0.0004090724,0.0004961418,0.0005158326,0.000681828],"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":[0.00008377936,0.0001562254,0.0003856184,0.0000148798,0.000002781,0.000004280952,0.001345563,0.0002304803,0.9969591,0.0001283246,0.0003581587,0.0003307437],"study_design_scores_gemma":[0.0002275276,0.00008233052,0.004436987,0.00004340406,0.00001440956,0.0001952961,0.0002365091,0.00001610055,0.9930744,0.00002185402,0.001423095,0.0002281532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919935,0.0001780596,0.002766044,0.0007795502,0.003741002,0.0002850562,0.00002230765,0.00003510408,0.0001994109],"genre_scores_gemma":[0.9817106,0.00001194881,0.01708497,0.0004966287,0.0004410251,0.000009151458,4.751306e-7,0.00002067098,0.0002245866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431892,"threshold_uncertainty_score":0.9998702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038949149879738,"score_gpt":0.3147510556861134,"score_spread":0.284361564187316,"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."}}