{"id":"W4353057851","doi":"10.5770/cgj.26.676","title":"Thank You to Our Reviewers in 2022","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Academic Publishing and Open Access","field":"Decision Sciences","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01571088,0.0001389219,0.0003189835,0.003459648,0.0003306681,0.001990556,0.002955973,0.0001289635,0.0003856952],"category_scores_gemma":[0.01936126,0.0001132884,0.0001200471,0.008770648,0.00001185251,0.001055421,0.0001720705,0.0009534884,0.002495821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299325,"about_ca_system_score_gemma":0.001838574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0112066,"about_ca_topic_score_gemma":0.04802738,"domain_scores_codex":[0.9962517,0.0002825684,0.0008492642,0.0003869659,0.00143115,0.0007983735],"domain_scores_gemma":[0.9969923,0.0002390431,0.0002423699,0.0004108394,0.0003554993,0.001759899],"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":[0.000003879295,0.000001779305,0.03620936,0.000001230805,0.000002953566,0.0002733612,0.000377056,0.0002799997,0.000003956336,0.0001326345,0.894142,0.06857176],"study_design_scores_gemma":[0.0001862943,0.00001502126,0.04374854,0.00002506697,0.000004486501,0.0001136696,0.002569983,0.0001652813,0.000002998736,0.006916207,0.9460537,0.0001987677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6553943,0.004928051,0.0006935384,0.2587719,0.02624538,0.0008567346,0.0003005275,0.0001067274,0.05270283],"genre_scores_gemma":[0.9559453,0.001578919,0.0005415572,0.01056929,0.002997619,0.00001744228,0.00001275738,0.00004828117,0.0282888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005511,"threshold_uncertainty_score":0.9990455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09558497990159891,"score_gpt":0.3917977333377269,"score_spread":0.296212753436128,"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."}}