{"id":"W7075334008","doi":"","title":"Remembering and Celebrating Thomas Ervin Schneider","year":2023,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Toronto Metropolitan University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003299432,0.0001709356,0.0003333365,0.0004490129,0.0002149156,0.0001191213,0.0002491787,0.00007334233,0.002751678],"category_scores_gemma":[0.00002439794,0.0002108828,0.00007644192,0.0004896536,0.00009525361,0.0004198139,0.0006003735,0.0001257936,0.02140919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000612256,"about_ca_system_score_gemma":0.000007206545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005200305,"about_ca_topic_score_gemma":0.00003336713,"domain_scores_codex":[0.9986518,0.00001452906,0.0002681854,0.0006153549,0.00003601674,0.0004141034],"domain_scores_gemma":[0.9993402,0.00003785082,0.0001545946,0.0003415284,0.00001993089,0.0001058671],"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":[0.00005164645,0.00004640565,0.8606695,0.0001322843,0.0002368432,0.0002202154,0.003340218,0.000007016859,0.0001125097,0.09797625,0.03483303,0.002374069],"study_design_scores_gemma":[0.0009273239,0.000020035,0.3153993,0.00004135314,0.00001094661,0.00001119783,0.00289157,0.002192175,0.00004895614,0.001065677,0.6769797,0.0004117105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4373413,0.00007810949,0.000251203,0.0002065795,0.0007219402,0.0001141234,0.000073913,0.0001058301,0.561107],"genre_scores_gemma":[0.4775929,0.0001045963,0.000597015,0.0001491993,0.0001123137,0.000001562783,0.000009547402,0.00002525095,0.5214077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6421466,"threshold_uncertainty_score":0.9981599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05132886025837746,"score_gpt":0.1896535979418774,"score_spread":0.1383247376835,"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."}}