{"id":"W4220784849","doi":"10.1007/s10459-022-10106-w","title":"Journal standards","year":2022,"lang":"en","type":"editorial","venue":"Advances in Health Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Publication; Meaning (existential); Academic standards; Point (geometry); Medical education; Library science; Higher education; Medicine; Psychology; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02098487,0.002293276,0.003730235,0.01247979,0.005303568,0.02155812,0.005615039,0.02399677,0.2609723],"category_scores_gemma":[0.1464831,0.001980139,0.003425895,0.004653579,0.003392715,0.005747371,0.005534545,0.01667031,0.2365468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006052664,"about_ca_system_score_gemma":0.01290516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784243,"about_ca_topic_score_gemma":0.007545919,"domain_scores_codex":[0.9695475,0.004427644,0.003387981,0.001947214,0.01867379,0.002015953],"domain_scores_gemma":[0.8525597,0.02289383,0.008470172,0.008049947,0.09275804,0.0152683],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000721113,0.000007930172,0.000008454787,0.0001194737,0.000002276124,0.00001286294,0.000006449551,0.000006833399,0.00001415125,0.0004225168,0.9927801,0.006611833],"study_design_scores_gemma":[0.00002563914,0.000007211685,0.00009089369,0.0004332966,0.00000598471,0.00003524356,0.00002241953,0.00002944713,0.00002292378,0.001436745,0.997881,0.000009124992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004605931,0.003376227,0.0006248586,0.1151767,0.8174848,0.0004007364,0.0004609664,0.0005490497,0.06188069],"genre_scores_gemma":[0.0008699402,0.005324401,0.001201287,0.1137484,0.5957994,0.0008907719,0.001222063,0.0004727483,0.280471],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9790151,"threshold_uncertainty_score":0.8730393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188485400645147,"score_gpt":0.4631836532068978,"score_spread":0.4512987992004464,"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."}}