{"id":"W7022263956","doi":"","title":"Rhea Perlman","year":2012,"lang":"en","type":"article","venue":"Trinity College Digital Repository (Trinity College)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001429226,0.001459933,0.001655796,0.001061666,0.001898105,0.0006709129,0.001345832,0.0007293624,0.0003258638],"category_scores_gemma":[0.001271155,0.001545933,0.001050286,0.003441941,0.0008230448,0.005302585,0.0009507996,0.001478549,0.009437759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857005,"about_ca_system_score_gemma":0.00108425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888983,"about_ca_topic_score_gemma":0.00005946221,"domain_scores_codex":[0.9902834,0.0007366585,0.002116719,0.001440805,0.002436075,0.002986309],"domain_scores_gemma":[0.9919163,0.001415567,0.0008705882,0.002479545,0.0008569086,0.002461089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008315805,0.02251169,0.4385062,0.0007841623,0.002256085,0.004029772,0.003326815,0.00008372751,0.009428648,0.1204405,0.3872749,0.003041741],"study_design_scores_gemma":[0.01396788,0.001682143,0.1833518,0.0003149879,0.0006843063,0.006120906,0.006556844,0.0003028175,0.03927964,0.001347492,0.7403513,0.006039852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5915666,0.000450795,0.00003037722,0.00009248812,0.002173723,0.001719009,0.00318678,0.001442822,0.3993374],"genre_scores_gemma":[0.937553,0.0000137584,0.0002886217,0.0001536653,0.001768339,0.0002280553,0.0001488031,0.0003854635,0.05946025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3530764,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227692811969063,"score_gpt":0.2536525669443061,"score_spread":0.2308832857473998,"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."}}