{"id":"W6962711315","doi":"10.17605/osf.io/fu783","title":"Design","year":2023,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Checklist; Process (computing); Systematic review; Extension (predicate logic)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03502196,0.001316818,0.001763704,0.002164685,0.002757723,0.004218497,0.003075385,0.003428232,0.2825953],"category_scores_gemma":[0.04098422,0.0008055388,0.001406532,0.002089518,0.001521774,0.003432754,0.005124069,0.002487596,0.07480188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005138285,"about_ca_system_score_gemma":0.0191729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974297,"about_ca_topic_score_gemma":0.004428361,"domain_scores_codex":[0.9812219,0.01051903,0.001516791,0.002820316,0.002583171,0.001338894],"domain_scores_gemma":[0.9790589,0.006683752,0.001349326,0.003515618,0.007015232,0.002377186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01574821,0.003014619,0.01194387,0.01965977,0.000304553,0.00111695,0.007749001,0.001858138,0.002266033,0.121674,0.2722534,0.5424114],"study_design_scores_gemma":[0.004082341,0.00356843,0.004028009,0.006562758,0.0002794433,0.0004915928,0.004184535,0.0009581907,0.001129147,0.02953196,0.9450765,0.0001070831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.03820008,0.01243439,0.1687271,0.01835798,0.0108341,0.4043345,0.04043646,0.002367853,0.3043076],"genre_scores_gemma":[0.08312877,0.004018574,0.1661449,0.03329532,0.0008750722,0.5087838,0.01117034,0.0007289727,0.1918544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7174047,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8967834300507341,"score_gpt":0.625951462220815,"score_spread":0.2708319678299191,"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."}}