{"id":"W6987192040","doi":"","title":"Solid state metathesis synthesis for ZnO-based
\\nmaterials towards applications in light-emitting
\\ndiodes and ultra-violet-sensing devices","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"ZnO doping and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Proteogenomics; Fusible alloy; Hyporeflexia; Diafiltration","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002657508,0.0006989189,0.001277268,0.001904109,0.002612256,0.000709425,0.001502501,0.0007606481,0.00007446239],"category_scores_gemma":[0.000741812,0.0007525649,0.0003389104,0.001148788,0.0006628943,0.0008167509,0.0002430182,0.0006016653,0.0000464063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009362603,"about_ca_system_score_gemma":0.001729832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007313812,"about_ca_topic_score_gemma":0.004958672,"domain_scores_codex":[0.9935153,0.001845534,0.0006542453,0.001666493,0.001111375,0.001207028],"domain_scores_gemma":[0.9952362,0.001473644,0.0005909191,0.0008336309,0.001441472,0.0004241246],"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":[0.01880784,0.0004950825,0.0004179702,0.003373807,0.0005191668,0.0006380394,0.006811529,0.0003225001,0.9609693,0.000492398,0.002365306,0.004787036],"study_design_scores_gemma":[0.001780877,0.0004292771,0.0003365646,0.0009179131,0.0004927291,0.00000751307,0.009275722,0.00023516,0.9185762,0.0002330283,0.06669811,0.001016936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787199,0.000167066,0.0002837098,0.0001278156,0.005578573,0.002074403,0.0003680896,0.0002550742,0.01242536],"genre_scores_gemma":[0.9641712,0.0004104332,0.002858614,0.00001634398,0.00564585,0.0000195781,0.0003446011,0.0001800319,0.0263534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06433281,"threshold_uncertainty_score":0.9994925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326938023614179,"score_gpt":0.2918971850013837,"score_spread":0.2592033826399658,"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."}}