{"id":"W6940069794","doi":"10.6084/m9.figshare.8292278","title":"BIDS & the TIER Protocol: Community-based standards for project management","year":2019,"lang":"en","type":"other","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Project management; Project manager; Project management triangle; Key (lock); Tier 1 network","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.03453293,0.0008017802,0.0006566418,0.002429355,0.003674006,0.01041675,0.003263237,0.007878992,0.1618145],"category_scores_gemma":[0.07685745,0.0008043361,0.0005940928,0.002730131,0.002474565,0.006518709,0.007518209,0.007315915,0.1417029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004540466,"about_ca_system_score_gemma":0.0150699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517984,"about_ca_topic_score_gemma":0.03546195,"domain_scores_codex":[0.9785993,0.007793012,0.002679416,0.0005632574,0.008838719,0.001526343],"domain_scores_gemma":[0.9472437,0.01503787,0.002675342,0.004967624,0.02439011,0.005685464],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005190403,0.00003095644,0.0001588543,0.0000836375,0.00000308982,0.00005356374,0.0002596322,0.0001560164,0.0003877869,0.02810461,0.9406766,0.03003321],"study_design_scores_gemma":[0.0000251937,0.00001479975,0.0004769161,0.0001793435,0.000001922459,0.00004790603,0.0002163884,0.0003999532,0.0003132389,0.009013605,0.989272,0.00003879852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001844779,0.001950642,0.119606,0.07647543,0.01402446,0.004652028,0.01235211,0.0125218,0.7565728],"genre_scores_gemma":[0.01309227,0.001650277,0.05006343,0.02092372,0.001916846,0.006319697,0.01583396,0.006166843,0.884033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9967368,"threshold_uncertainty_score":0.5413233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08390021729087695,"score_gpt":0.3582848880381628,"score_spread":0.2743846707472858,"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."}}