{"id":"W4408394172","doi":"10.2172/2514340","title":"Coatings for CSP Lifetime","year":2024,"lang":"en","type":"report","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"Office of Energy Efficiency; Solar Energy Technologies Office; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009967939,0.0007816721,0.0003252479,0.0006816296,0.0005528527,0.00106946,0.000532843,0.001026199,0.006027732],"category_scores_gemma":[0.003207106,0.0004232353,0.0005085733,0.0004989959,0.0004260864,0.001662397,0.0007488925,0.002044646,0.001766011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482897,"about_ca_system_score_gemma":0.0006132427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010599,"about_ca_topic_score_gemma":0.002642383,"domain_scores_codex":[0.998847,0.00008969108,0.00007385368,0.0001875165,0.0006844326,0.0001175208],"domain_scores_gemma":[0.9979331,0.0004125157,0.0003342885,0.0002038238,0.001029241,0.00008698167],"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":[0.0000610213,0.00004959738,0.0008777218,0.0009729601,0.00002578124,0.0001171138,0.000140297,0.001206754,0.9362711,0.004633178,0.003871189,0.05177324],"study_design_scores_gemma":[0.00001441783,0.0003681573,0.003327887,0.0001409929,0.00006444098,0.000511188,0.0001133594,0.004864991,0.9132554,0.001165868,0.07612078,0.00005255558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4620649,0.09782182,0.2689661,0.005244463,0.00451846,0.001065211,0.002261217,0.003253315,0.1548044],"genre_scores_gemma":[0.8807626,0.01699184,0.0781192,0.001204521,0.0002878942,0.0003863992,0.0008691977,0.0006137561,0.02076447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006027732,"threshold_uncertainty_score":0.02016479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0523598459149606,"score_gpt":0.3411700981423506,"score_spread":0.2888102522273899,"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."}}