{"id":"W3184857118","doi":"10.1002/pen.25752","title":"Linseed oil derived terpolymer/silica nanocomposite materials for anticorrosive coatings","year":2021,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Corrosion; Nanocomposite; Coating; Chemical engineering; Thermal stability; Polyester; Contact angle; Linseed oil; Composite material; Organic chemistry","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":[0.0005029729,0.0002586344,0.0003553892,0.0001806337,0.0006088808,0.0005239682,0.0003731376,0.00006845062,0.00004349904],"category_scores_gemma":[0.0001945998,0.0002489527,0.00006264786,0.0005126249,0.0002428163,0.0003540427,0.0002195807,0.00007732886,0.00001289546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004370303,"about_ca_system_score_gemma":0.0002019357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082402,"about_ca_topic_score_gemma":0.00000363126,"domain_scores_codex":[0.9977689,0.00002676514,0.0003743201,0.0006759642,0.0004030576,0.0007510359],"domain_scores_gemma":[0.998888,0.000212271,0.0001048724,0.0003384879,0.0001782756,0.0002781492],"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":[0.00001652651,0.00002554604,0.00006286349,0.0000899287,0.000003823674,0.000007940062,0.0004302246,0.00008660609,0.9976683,0.000971844,0.000006706593,0.0006297005],"study_design_scores_gemma":[0.0003682291,0.00004873518,0.0002450369,0.0001213846,0.00002455249,0.00008619575,0.00005430882,0.008310733,0.9901723,0.00000855683,0.0002308826,0.0003291382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98968,0.003406719,0.005114737,0.0002960238,0.001026312,0.00009500403,0.00005928759,0.0001846274,0.0001372986],"genre_scores_gemma":[0.9912919,0.00008014871,0.007847475,0.0002584102,0.0001550562,0.00004733724,0.000007844878,0.00003029266,0.000281487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008224127,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008437435336212705,"score_gpt":0.2241038555259611,"score_spread":0.2156664201897484,"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."}}