{"id":"W7013529690","doi":"","title":"Justify your alpha","year":2018,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"UCB Celltech; National Institutes of Health; Economic and Social Research Council; RWTH Aachen University; Universität Bielefeld; Leids Universitair Medisch Centrum; KU Leuven; Linköpings Universitet; Directorate for Biological Sciences; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Consejo Nacional de Investigaciones Científicas y Técnicas; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Trent University; Flinders University; Technische Universiteit Eindhoven; Universiteit Leiden; Yale University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; Purdue University; Cancer Research UK; Bangor University; Rijksuniversiteit Groningen; Linnéuniversitetet; Keele University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Comunidad de Madrid; Nottingham Trent University; Florida State University; West Virginia University; Tulane University; University of Wisconsin-Madison; University of Oxford; University of Edinburgh; National Institute for Health and Care Research; University of Louisiana at Lafayette; National Science Foundation","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01941254,0.002774791,0.004251192,0.009275245,0.006291243,0.02027068,0.003240891,0.02323009,0.4157288],"category_scores_gemma":[0.3556709,0.001664617,0.003717704,0.005832347,0.004577037,0.006482597,0.005354007,0.02360563,0.5469794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008366223,"about_ca_system_score_gemma":0.01250262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443719,"about_ca_topic_score_gemma":0.007596459,"domain_scores_codex":[0.9574187,0.005057208,0.004201767,0.00236926,0.02651653,0.004436477],"domain_scores_gemma":[0.6967138,0.04273072,0.011495,0.02715712,0.2019854,0.01991786],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003581812,0.000007457953,0.00005993653,0.00004965375,0.000006031069,0.00002390137,0.00001101354,0.00001185589,0.00001957726,0.00100179,0.9922691,0.00650386],"study_design_scores_gemma":[0.00008056901,0.00003451131,0.0006698087,0.0009966713,0.00002669184,0.000120412,0.0002118579,0.0001269615,0.0001393635,0.004509378,0.9930359,0.00004786735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"methods","genre_scores_codex":[0.0004724307,0.002483968,0.001228543,0.2698586,0.5976258,0.000540677,0.002654542,0.002042304,0.1230931],"genre_scores_gemma":[0.008528251,0.003161387,0.004420436,0.2357983,0.1363387,0.002175947,0.003187717,0.003086225,0.603303],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9805875,"threshold_uncertainty_score":0.8333919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208037043112916,"score_gpt":0.5225997573434428,"score_spread":0.3145627142305268,"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."}}