{"id":"W2517998284","doi":"10.1038/srep31574","title":"Photo Initiated Chemical Vapour Deposition To Increase Polymer Hydrophobicity","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Agriculture and Agri-Food Canada; Universitaire Stichting; Polytechnique Montréal","keywords":"Contact angle; High-density polyethylene; Polyethylene; Materials science; Polyethylene terephthalate; Deposition (geology); Polymer; Tube (container); Coating; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002627886,0.0001289834,0.0001319173,0.00001659576,0.000251686,0.000125159,0.0001083997,0.00006040791,0.0009503249],"category_scores_gemma":[0.0000643368,0.00003772485,0.00007151048,0.0003057934,0.00006922228,0.0001483802,0.00009292481,0.00003332497,0.0002221122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004873025,"about_ca_system_score_gemma":0.0000143083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007600266,"about_ca_topic_score_gemma":0.0001291053,"domain_scores_codex":[0.9985233,0.00003820005,0.0002502177,0.0005616255,0.0003080507,0.0003186265],"domain_scores_gemma":[0.9994178,0.00004151341,0.00009343796,0.0001280961,0.0000710228,0.0002481359],"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":[0.0000304916,0.00009325814,0.006412232,0.00000100425,0.000007349729,0.0002188142,0.00001476901,2.938241e-7,0.9790868,0.000001776162,0.003065575,0.01106759],"study_design_scores_gemma":[0.00008180876,0.00005467868,0.005093988,0.00004008345,0.00001024185,0.0001468974,0.00001145651,0.000006937399,0.9853495,0.0002509985,0.008793333,0.0001600748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968516,0.00005751068,0.000003080314,0.0005815647,0.0007863448,0.0002040388,0.00003212583,0.00008717638,0.001396519],"genre_scores_gemma":[0.9963303,0.000002491495,0.00004132037,0.0001403237,0.00005021288,0.00002307709,0.00006151809,0.000001028924,0.0033497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090752,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163448291155167,"score_gpt":0.2104519272047792,"score_spread":0.1888174442932275,"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."}}