{"id":"W4394763997","doi":"","title":"IFDH white paper highlights findings from 5 global surveys.","year":2024,"lang":"fr","type":"editorial","venue":"PubMed","topic":"Vitamin K Research Studies","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"White (mutation); White paper; Geography; Biology; Archaeology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003755848,0.001444158,0.001740748,0.0003135257,0.0006482673,0.001491531,0.001573816,0.002261743,0.000816208],"category_scores_gemma":[0.007053648,0.001348702,0.0007616171,0.001357335,0.0008503806,0.0006847993,0.001442615,0.002323077,0.003341798],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005225556,"about_ca_system_score_gemma":0.0003376706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005027885,"about_ca_topic_score_gemma":0.006115335,"domain_scores_codex":[0.987312,0.002002324,0.00118253,0.002452635,0.003563722,0.00348679],"domain_scores_gemma":[0.9932261,0.003661329,0.0002576654,0.001228471,0.0006715215,0.0009549107],"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":[0.000194598,0.0001911144,0.003907829,0.0006032396,0.001626753,0.0003900095,0.00100911,0.000002323115,0.000006989841,0.00026271,0.9353927,0.05641262],"study_design_scores_gemma":[0.001028056,0.00006752735,0.2370587,0.0004490423,0.0006244068,0.000002961342,0.00008196277,0.000007809271,0.00005144781,0.00181812,0.7578248,0.0009851786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003731656,0.02299044,0.00002301448,0.01877722,0.9243178,0.002371545,0.01090362,0.0004871396,0.01639752],"genre_scores_gemma":[0.02591578,0.001951225,0.000126931,0.0001529393,0.8709367,0.003720742,0.00200927,0.0003021227,0.09488429],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2331509,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091138710043496,"score_gpt":0.273578444659304,"score_spread":0.252667057558869,"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."}}