{"id":"W1973797305","doi":"10.1016/j.msea.2006.01.087","title":"Sol–gel alumina environmental barrier coatings for SiC grit","year":2006,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grit; Materials science; Sol-gel; Chemical engineering; Nanotechnology; Psychology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001146191,0.0002504,0.0003079846,0.0001195426,0.0003422552,0.0003877763,0.0003414566,0.00006629893,0.0003681014],"category_scores_gemma":[0.0001938433,0.0002346324,0.0000288429,0.00009361703,0.0003904938,0.0005504107,0.000153949,0.00003381356,0.00006138568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012026,"about_ca_system_score_gemma":0.00004605739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008306319,"about_ca_topic_score_gemma":0.000001943019,"domain_scores_codex":[0.9979714,0.0000166209,0.0003739142,0.0005625624,0.0003919364,0.0006835943],"domain_scores_gemma":[0.9993743,0.00008657669,0.0001067908,0.0002750234,0.00003750946,0.0001197412],"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":[0.00001564284,0.00001599362,0.00001973671,0.00006255168,9.226661e-7,0.000002078257,0.00008836926,0.0003751081,0.9984466,0.0007110962,0.00008288553,0.0001790555],"study_design_scores_gemma":[0.0002479967,0.00005025192,0.0008975681,0.0000331197,0.00001235782,0.00002425259,0.00004665455,0.0006795424,0.9948068,0.0004708298,0.00242003,0.0003106455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946096,0.0000643669,0.003511908,0.00007103695,0.0009488403,0.0003203399,0.0002051232,0.0001689622,0.00009985484],"genre_scores_gemma":[0.9857664,0.000008274039,0.01349721,0.00005863486,0.0003174715,0.0001318579,0.00001073393,0.00003665371,0.0001727392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009985301,"threshold_uncertainty_score":0.9568033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004723913239830525,"score_gpt":0.1878248377386817,"score_spread":0.1831009244988512,"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."}}