{"id":"W4220905777","doi":"10.1016/j.cej.2022.135925","title":"Extrusion-free fabrication of zinc-rich powder coatings: Press bonding","year":2022,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Zinc; Extrusion; Materials science; Coating; Metallurgy; Plastics extrusion; Corrosion; Fabrication; Cathodic protection; Powder coating; Chemical engineering; Composite material; Chemistry; Electrochemistry","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":[0.0003230853,0.00008832459,0.0001311713,0.00006702132,0.0001330716,0.00004237615,0.0002935789,0.00003258902,0.0009800632],"category_scores_gemma":[0.000270444,0.00008811111,0.00005921649,0.000136195,0.00001906578,0.0001565104,0.0002535413,0.0002845195,0.000003091437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233795,"about_ca_system_score_gemma":0.00002133002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002919619,"about_ca_topic_score_gemma":1.302159e-8,"domain_scores_codex":[0.9989455,0.00001910049,0.0003196228,0.0001307831,0.0004061981,0.0001788448],"domain_scores_gemma":[0.9994515,0.00005169067,0.0001491009,0.0001723236,0.00009241933,0.00008297674],"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":[0.00001099066,0.000043688,0.00004681852,0.00001437869,4.431625e-7,0.000002947133,0.0001500771,0.002514208,0.9939486,0.0001692712,0.00290512,0.000193429],"study_design_scores_gemma":[0.00029584,0.00003323309,0.00006114451,0.00003278471,0.00001214384,0.000153655,0.00005200865,0.002203935,0.9955084,0.00007568583,0.001460705,0.0001104146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799435,0.000148003,0.01888961,0.00009060674,0.0006395909,0.000062959,0.0000182607,0.00005806866,0.0001493933],"genre_scores_gemma":[0.9956279,0.00000363687,0.004072101,0.00001887848,0.0001481569,0.00001567401,0.000006407223,0.00001565515,0.00009152899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568445,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378328425143416,"score_gpt":0.2282730110869379,"score_spread":0.2144897268355038,"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."}}