{"id":"W4408225738","doi":"10.5770/cgj.28.853","title":"Thank You to Our Reviewers in 2024","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108487,0.0001061662,0.0001715789,0.001007154,0.0003638738,0.0007703021,0.0003325927,0.00006099341,0.0005226023],"category_scores_gemma":[0.0005599483,0.0001016191,0.00006911105,0.0002835299,0.00001326801,0.0002604105,0.000023655,0.0007279588,0.00008696732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918875,"about_ca_system_score_gemma":0.0009427973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03102892,"about_ca_topic_score_gemma":0.1743164,"domain_scores_codex":[0.9988943,0.00005813134,0.0003352245,0.0001387994,0.0001389248,0.0004345648],"domain_scores_gemma":[0.9992105,0.00002880476,0.00006513289,0.0001092954,0.0001432492,0.0004430321],"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":[0.000003151241,0.00000330201,0.002777775,0.00002508962,0.000009383174,0.00006042416,0.00416568,0.00001986344,8.460477e-7,0.03033235,0.949654,0.01294814],"study_design_scores_gemma":[0.0001192161,0.000008427691,0.0004889281,0.0001504923,0.00001273303,0.00001688166,0.00547439,0.000009535374,5.444238e-7,0.00170616,0.9918949,0.0001177616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03436308,0.01168572,0.00007718305,0.09030122,0.01634393,0.000313006,0.0001242187,0.00003979637,0.8467518],"genre_scores_gemma":[0.8321487,0.0009577493,0.0002918789,0.01917907,0.008960699,0.00001239892,0.00001077932,0.0000349759,0.1384038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7977856,"threshold_uncertainty_score":0.9754235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573625638695376,"score_gpt":0.2547532666713107,"score_spread":0.2290170102843569,"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."}}