{"id":"W3184460986","doi":"10.82308/46361","title":"Designing polymer coatings for aerospace industry","year":2021,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre québécois sur les matériaux fonctionnels; Natural Sciences and Engineering Research Council of Canada; Mitacs; Faculty of Engineering, McGill University; McGill University","keywords":"Aerospace; Business; Engineering; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599648,0.0006724701,0.0002765025,0.0004713078,0.0003165866,0.0006909111,0.0003402854,0.0007366184,0.002220986],"category_scores_gemma":[0.0002673497,0.000395767,0.0003309648,0.0003652018,0.0001676133,0.0008669122,0.0002804625,0.000679275,0.002086428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642491,"about_ca_system_score_gemma":0.0002553526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002392781,"about_ca_topic_score_gemma":0.0004804339,"domain_scores_codex":[0.9998312,0.00001765975,0.000011107,0.00004070135,0.00006731305,0.0000319291],"domain_scores_gemma":[0.9999298,0.00001063845,0.0000156509,0.000006516624,0.00002785605,0.000009535259],"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":[0.00001779109,0.00004678057,0.0002300838,0.0006096356,0.00001470668,0.0001248107,0.00004886495,0.00251266,0.9191377,0.004181649,0.001124518,0.07195094],"study_design_scores_gemma":[0.00003538891,0.0005024388,0.001328066,0.0001509173,0.00005564331,0.0004937989,0.00006745103,0.01228802,0.7853494,0.00313837,0.1965499,0.0000405679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3332424,0.09519726,0.4624716,0.001626765,0.001493146,0.0009258793,0.0004817595,0.001645025,0.1029162],"genre_scores_gemma":[0.5231049,0.05577593,0.3846054,0.0007246544,0.0002453873,0.0005149631,0.0004392917,0.0004547226,0.03413467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002220986,"threshold_uncertainty_score":0.007429957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200657800428988,"score_gpt":0.2501215023311138,"score_spread":0.2181149243268239,"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."}}