{"id":"W4229459650","doi":"10.3138/canlivj.5.2-index","title":"Author Index","year":2022,"lang":"en","type":"paratext","venue":"Canadian Liver Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009051782,0.0005749919,0.0006124492,0.002856963,0.001530345,0.0005856639,0.001515385,0.0005362665,0.6722704],"category_scores_gemma":[0.0001032694,0.0006550304,0.0004039161,0.0007495636,0.0001352499,0.0002599104,0.0001214462,0.005914054,0.3380673],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009827391,"about_ca_system_score_gemma":0.01913974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1782155,"about_ca_topic_score_gemma":0.3115619,"domain_scores_codex":[0.9958705,0.0005336218,0.0005827337,0.0005071731,0.0009648016,0.001541115],"domain_scores_gemma":[0.9944363,0.0000523188,0.0005974499,0.0005653632,0.000282069,0.004066559],"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":[0.00001574273,0.00001104218,0.0001057986,0.00001803724,0.0002489862,0.003816638,0.0003224576,0.0003707165,0.000004809623,0.00005248596,0.9930654,0.001967957],"study_design_scores_gemma":[0.0003708157,0.00006250809,0.0009729398,0.00008056287,0.0001043871,0.004835065,0.0002012197,0.00008061096,0.000001657745,0.00004173744,0.9925213,0.0007272346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009711554,0.0208515,0.00003646083,0.001401505,0.0292356,0.000513454,0.0117798,0.00004919232,0.9351614],"genre_scores_gemma":[0.01066209,0.0002439045,0.00007492858,0.001555377,0.005462187,0.00002665536,0.0006149429,0.0005251313,0.9808348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3342032,"threshold_uncertainty_score":0.9997695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896538465921131,"score_gpt":0.2613215175582463,"score_spread":0.232356132899035,"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."}}