{"id":"W6996741413","doi":"","title":"STUDENT, TEACHER AND PARENT PERSPECTIVES\\nON SENIOR CYCLE EDUCATION. ESRI RESEARCH SERIES NUMBER 94 NOVEMBER 2019","year":2019,"lang":"en","type":"other","venue":"Archive of European Integration (AEI) (University of Pittsburgh)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Diafiltration; Proteogenomics; Fusible alloy; Liquation; Durvalumab","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001082585,0.0005675308,0.0007925404,0.001368663,0.0002484336,0.00007195562,0.001012665,0.0001822328,0.004775137],"category_scores_gemma":[0.0001438982,0.0006286496,0.0002818012,0.0005820029,0.001522414,0.0004839044,0.0008164715,0.0009935589,0.003098289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627452,"about_ca_system_score_gemma":0.0004528531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005360005,"about_ca_topic_score_gemma":0.001371659,"domain_scores_codex":[0.9954137,0.001554749,0.0004126233,0.001097457,0.00102416,0.0004973196],"domain_scores_gemma":[0.9967961,0.0001514528,0.0008817156,0.001154799,0.0007661345,0.0002498289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002870877,0.00118385,0.003676056,0.0001745093,0.0005336369,0.00001990506,0.03293747,0.00001184091,0.004514318,0.01504572,0.9391714,0.002444193],"study_design_scores_gemma":[0.002624617,0.0006732732,0.1915532,0.002218642,0.0004190614,0.00003714155,0.2092722,0.00007374676,0.00006566237,0.002422544,0.5892956,0.001344339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01947446,0.0004448952,0.002398494,0.0002661604,0.0003504431,0.001479791,0.000563136,0.0001642353,0.9748584],"genre_scores_gemma":[0.1447901,0.0009108408,0.002056646,0.00001976863,0.0003908798,0.000002733402,0.0004348875,0.0008435835,0.8505506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3498758,"threshold_uncertainty_score":0.9996165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841792736754452,"score_gpt":0.2943613578043772,"score_spread":0.2759434304368327,"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."}}