{"id":"W3125800032","doi":"10.22541/au.158517835.57789217","title":"Versatile Snail-Inspired Superamphiphobic Coatings with Repeatable Adhesion and Recyclability","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Science and Technology Planning Project","keywords":"Materials science; Adhesion; Nanotechnology; Coating; Nanomaterials; Adhesive; Rigidity (electromagnetism); Composite material; Layer (electronics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001560052,0.0004119712,0.0004585974,0.0001078468,0.0002344559,0.00009821787,0.0001860477,0.0003372963,0.0003000445],"category_scores_gemma":[0.0001442394,0.0003724856,0.00007282548,0.0002801782,0.0000782702,0.000275242,0.00006034055,0.0006438681,0.0002994264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590811,"about_ca_system_score_gemma":0.00006827633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182208,"about_ca_topic_score_gemma":0.0005271604,"domain_scores_codex":[0.9984317,0.00006783633,0.0003842908,0.0005326709,0.0002666698,0.0003167789],"domain_scores_gemma":[0.9988269,0.0001950376,0.00008186221,0.00059909,0.00008125265,0.000215924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000397881,0.00002717827,0.0003723627,0.000277213,0.00005325685,0.00001927401,0.0003496133,0.0001356776,0.0003558766,0.000002250005,0.9980267,0.0003408598],"study_design_scores_gemma":[0.0002801482,0.0001648672,0.0009777765,0.0001749085,0.0001363629,0.00003247639,0.000176402,0.0005982039,0.0006393517,0.00004502359,0.996299,0.0004754548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02309904,0.000261613,0.0001029272,0.0001356123,0.0007694305,0.0004442824,0.9741226,0.0005820908,0.0004823863],"genre_scores_gemma":[0.01978904,0.0009183621,0.0009231143,0.00007021832,0.0002130536,0.00006958001,0.9777308,0.00008460134,0.0002012814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003608134,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121919870386846,"score_gpt":0.2144077433353161,"score_spread":0.2022157562966315,"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."}}