{"id":"W7084134288","doi":"10.6084/m9.figshare.30090913","title":"Extended dataset 2. Characteristics of the studies included","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Table (database); Statistical analysis; Diagnostic test; Mental disease","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008382129,0.0002259458,0.0003741017,0.0000429331,0.000133508,0.00005062882,0.003362335,0.0001897377,0.006507629],"category_scores_gemma":[0.005149188,0.0001564417,0.00008955623,0.0003079977,0.00002158362,0.00007248999,0.005081871,0.0003521484,0.00006661074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002304702,"about_ca_system_score_gemma":0.0002011738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006838256,"about_ca_topic_score_gemma":0.000005393931,"domain_scores_codex":[0.9987557,0.00006976262,0.0003276663,0.0003898145,0.0002535871,0.0002034777],"domain_scores_gemma":[0.9970148,0.0002700909,0.0004300054,0.001994221,0.0002593599,0.0000314989],"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":[9.263717e-7,0.00002309222,2.434217e-7,0.001334303,0.00004971747,0.00001315815,0.00001385247,6.057055e-7,0.000001986822,0.000007649634,0.9981225,0.0004319978],"study_design_scores_gemma":[0.00005959899,0.000008788512,0.0001277577,0.00245175,0.00001740454,0.000005316856,0.000005742095,0.00002607884,0.0002319409,0.0001331499,0.99678,0.000152448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.340295e-7,0.0002895419,9.726294e-7,0.0004764422,0.000270596,0.0001550913,0.9986253,0.00002202913,0.0001599341],"genre_scores_gemma":[0.00001375523,0.00002658594,0.00004649948,0.0004713172,0.0000784698,0.00007393984,0.9987253,8.838178e-7,0.0005632707],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.006441018,"threshold_uncertainty_score":0.9944006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05073432887016583,"score_gpt":0.3021555651578541,"score_spread":0.2514212362876883,"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."}}