{"id":"W6939661763","doi":"10.6084/m9.figshare.14913282","title":"Additional file 7 of Validity of observational evidence on putative risk and protective factors: appraisal of 3744 meta-analyses on 57 topics","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Observational study; Table (database); Observational methods in psychology; Measure (data warehouse)","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":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008953415,0.001739637,0.003278519,0.006184737,0.0008511397,0.00268088,0.002361599,0.002193378,0.8599712],"category_scores_gemma":[0.1386479,0.001284694,0.004360537,0.008685846,0.0004940943,0.003641054,0.002062492,0.001357749,0.05820048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001979887,"about_ca_system_score_gemma":0.003557757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00439735,"about_ca_topic_score_gemma":0.01053716,"domain_scores_codex":[0.9940279,0.001824467,0.002079506,0.0008045196,0.0009016596,0.0003619661],"domain_scores_gemma":[0.7799916,0.1947056,0.01182896,0.00446092,0.008109518,0.0009034121],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002612883,0.0001583124,0.004669875,0.2157706,0.002529532,0.0001946292,0.0002579299,0.001380532,0.0003613402,0.002887879,0.7454538,0.02372263],"study_design_scores_gemma":[0.07091197,0.001132115,0.05322428,0.09411998,0.0106155,0.001198267,0.0009915394,0.00453189,0.001422643,0.03620208,0.7251139,0.0005358558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003199652,0.0003368879,0.0005036495,0.0002598081,0.00005563216,0.0004611624,0.9970605,0.0002135299,0.0007888076],"genre_scores_gemma":[0.03874178,0.002495148,0.02044762,0.003223196,0.0006604148,0.03787052,0.871232,0.001843528,0.02348576],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9967215,"threshold_uncertainty_score":0.199734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4120623185910788,"score_gpt":0.3594600168445505,"score_spread":0.05260230174652836,"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."}}