{"id":"W4376644402","doi":"10.3390/coatings13050924","title":"Plasma-Deposited Organosilicon Hydrophobic Coatings on Cellulosic Materials for Wet Packaging Applications","year":2023,"lang":"en","type":"article","venue":"Coatings","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plasmionique (Canada); FPInnovations; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Plasmionique; FPInnovations","keywords":"Organosilicon; Coating; Inductively coupled plasma; Food packaging; Materials science; Octamethylcyclotetrasiloxane; Chemical engineering; Contact angle; Polydimethylsiloxane; Organic chemistry; Chemistry; Plasma; Composite material; Polymer chemistry","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087219,0.0002847458,0.0003540528,0.0001897637,0.0006323442,0.0002587083,0.0004343203,0.0001356887,0.0005761197],"category_scores_gemma":[0.0002732373,0.0002785604,0.00008526984,0.0006508917,0.00011944,0.0001520869,0.0001071798,0.0001120215,0.003378463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266415,"about_ca_system_score_gemma":0.00007228334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008672105,"about_ca_topic_score_gemma":0.000006649133,"domain_scores_codex":[0.997658,0.0001012845,0.0005575661,0.0006970518,0.0004324377,0.0005536946],"domain_scores_gemma":[0.9983057,0.0005012921,0.0002493,0.0005701695,0.0002245283,0.0001490012],"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":[0.00003716641,0.00005577959,0.0001473043,0.00007523069,0.000003221189,0.00000164358,0.0006534667,0.0001288463,0.9932916,0.0006708697,0.004772735,0.0001621488],"study_design_scores_gemma":[0.0006289675,0.00008401283,0.0002459165,0.00004612844,0.00002024856,0.000003784232,0.0002256316,0.001696451,0.9909831,0.0002837639,0.005462918,0.0003190839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941649,0.00001140364,0.001456522,0.0008637799,0.0004394916,0.001239407,0.0001948717,0.0009471413,0.0006825037],"genre_scores_gemma":[0.9959233,0.00001095517,0.00081612,0.0006074333,0.0001628423,0.0009044543,0.0002076769,0.00007687794,0.001290273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002802343,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526667201689617,"score_gpt":0.2628753837504276,"score_spread":0.2376087117335314,"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."}}