{"id":"W3190977264","doi":"10.3390/coatings11080955","title":"Special Issue “Anti-Icing Coatings and Surfaces”","year":2021,"lang":"en","type":"article","venue":"Coatings","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Icing; Materials science; Astrobiology; Environmental science; Nanotechnology; Meteorology; Physics","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":[0.0004150615,0.0001389765,0.0002319986,0.00002164765,0.0002762892,0.0002085458,0.0001312917,0.00007097984,0.003532128],"category_scores_gemma":[0.0004722104,0.000139571,0.00003514584,0.0001813646,0.0001226022,0.0001798746,0.0001308465,0.00011183,0.000461236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003224949,"about_ca_system_score_gemma":0.00007738002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455809,"about_ca_topic_score_gemma":0.00003124019,"domain_scores_codex":[0.9987044,0.00009129546,0.0002783692,0.00041144,0.000248431,0.000266031],"domain_scores_gemma":[0.9992329,0.0001433835,0.00009275989,0.0002457498,0.000177471,0.00010777],"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":[0.000003805665,0.00002255362,0.004118365,0.00002125594,0.000001183466,0.00001368401,0.001875714,0.00003779752,0.9845865,0.0002689884,0.008180731,0.0008694606],"study_design_scores_gemma":[0.0003478657,0.00001737295,0.004946422,0.00003536609,0.00001027321,0.00002901008,0.001263961,0.0004592193,0.9229445,0.0001194197,0.06959257,0.0002340319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830771,0.0001002782,0.0002048319,0.001082076,0.0008017133,0.00008740724,0.00001017918,0.0001030215,0.01453336],"genre_scores_gemma":[0.9917806,0.0000271773,0.003102511,0.0007609129,0.001032934,0.000004539047,0.00000897885,0.00001833817,0.003263999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06164197,"threshold_uncertainty_score":0.9973788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065430801033479,"score_gpt":0.253227449072292,"score_spread":0.2325731410619572,"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."}}