{"id":"W6944396184","doi":"10.17863/cam.107031","title":"Report presented to Jisc for article processing charges for Wellcome Trust funded papers managed by the University of Cambridge, 1 October 2022 - 31 December 2023","year":2024,"lang":"en","type":"dataset","venue":"Apollo (University of Cambridge)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Block (permutation group theory); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001225362,0.0007571892,0.001306664,0.0007003001,0.0009971993,0.0000835668,0.001988126,0.0004996747,0.0003123611],"category_scores_gemma":[0.0002612667,0.000851867,0.0009158638,0.001704309,0.0007379444,0.0005259591,0.0009988745,0.0006304051,0.0008890018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780819,"about_ca_system_score_gemma":0.0005868684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007969338,"about_ca_topic_score_gemma":0.004105413,"domain_scores_codex":[0.9956271,0.0001922117,0.0005914895,0.00150328,0.001045238,0.001040687],"domain_scores_gemma":[0.9956937,0.000401254,0.001162,0.001686651,0.0006290471,0.0004273599],"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":[0.001840796,0.0003645508,0.0001511548,0.001759019,0.001136575,0.000226919,0.0002310515,0.00004633815,0.002968657,0.00006293067,0.9909897,0.0002222792],"study_design_scores_gemma":[0.002463898,0.0002546796,0.001156388,0.0003641057,0.002516641,0.00005807956,0.005813919,0.0009137593,0.0005273016,0.000008120126,0.9850653,0.0008578514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03727518,0.000484793,0.0004613638,0.001949602,0.0004591388,0.003777216,0.9539577,0.0001684281,0.001466612],"genre_scores_gemma":[0.008987489,0.0001909849,0.0007868693,0.0001531653,0.0001787186,0.00001317182,0.8082586,0.0002381709,0.1811928],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1797262,"threshold_uncertainty_score":0.9998889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549010319276073,"score_gpt":0.2428107958693592,"score_spread":0.2273206926765985,"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."}}