{"id":"W2987058544","doi":"10.1186/s40814-019-0522-6","title":"A website for pilot and feasibility studies: giving your research the best chance of success","year":2019,"lang":"en","type":"editorial","venue":"Pilot and Feasibility Studies","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keele University; University of Manchester; University of Leeds; National Institute for Health and Care Research; University of Oxford; McMaster University; Queen Mary University of London","keywords":"Pilot program; Resource (disambiguation); Pilot trial; Computer science; Engineering management; World Wide Web; Engineering; Medical education; Medicine; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2595592,0.0009140436,0.009518932,0.0004658319,0.001323026,0.0008666321,0.002588607,0.0002678294,0.000074752],"category_scores_gemma":[0.3658002,0.000402615,0.001173495,0.001447595,0.002151951,0.0003703235,0.002209304,0.0009951717,0.00008619442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481545,"about_ca_system_score_gemma":0.000313724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677501,"about_ca_topic_score_gemma":0.002078035,"domain_scores_codex":[0.9644442,0.01293655,0.008958407,0.003605381,0.009173161,0.0008822655],"domain_scores_gemma":[0.7975241,0.1612144,0.00799318,0.009555605,0.02340726,0.0003054761],"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":[0.000541312,0.0004321432,0.07487851,0.007149461,0.002413552,0.000001229682,0.00549743,0.000001566619,0.00002681557,0.0001645656,0.9070442,0.001849244],"study_design_scores_gemma":[0.004486198,0.007900838,0.03468481,0.002758099,0.002906017,0.000005079184,0.08588614,0.0004178083,0.00002868665,0.05325282,0.8059273,0.001746212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3041216,0.3455928,0.0002840121,0.003225669,0.3224668,0.02164629,0.001690447,0.00002547466,0.0009468304],"genre_scores_gemma":[0.6946934,0.0381227,0.001033277,0.0001147149,0.2165879,0.0021056,0.00004326378,0.0001289575,0.04717013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3905718,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9282448557715881,"score_gpt":0.6509281353030024,"score_spread":0.2773167204685857,"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."}}