{"id":"W4401982942","doi":"10.15353/acmla.n174.6021","title":"Membership List","year":2024,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Information retrieval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002371268,0.0001124537,0.0002657496,0.0005821701,0.0001994217,0.0003471752,0.0001461099,0.00006204952,0.01084997],"category_scores_gemma":[0.00009827063,0.0001322142,0.00009708155,0.0001793166,0.0001286806,0.0001487861,0.00006237493,0.00009970096,0.001254958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000420962,"about_ca_system_score_gemma":0.00006074336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005668264,"about_ca_topic_score_gemma":0.001449963,"domain_scores_codex":[0.9989963,0.00001479487,0.0003441951,0.000314559,0.00003130998,0.0002988945],"domain_scores_gemma":[0.9993232,0.0002226197,0.0001516517,0.0001260648,0.000005484577,0.0001709256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003441249,0.000004187664,0.008707368,0.00004367053,0.00008199618,0.000002320391,0.001249399,0.00000277492,0.000001082354,0.5755842,0.4138548,0.0004648179],"study_design_scores_gemma":[0.0001254597,0.00001384166,0.003840668,0.00002932197,0.000007580627,4.623881e-7,0.0005500458,0.0002215691,0.00001239016,0.03320722,0.9618482,0.000143221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002832751,0.00586042,0.00002552389,0.02821998,0.001719253,0.0001167291,0.001473836,0.00004534323,0.9597062],"genre_scores_gemma":[0.2281241,0.001177889,0.001170274,0.000839024,0.0002702582,0.000013692,0.00005936897,0.00002706792,0.7683184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5479934,"threshold_uncertainty_score":0.9995227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956347841647985,"score_gpt":0.1659871864713642,"score_spread":0.1464237080548844,"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."}}