{"id":"W6922919294","doi":"10.1371/journal.pone.0043892.t001","title":"Characteristics of Studies Included in the Meta-analysis.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Scale (ratio); Measure (data warehouse); Data quality","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"],"consensus_categories":[],"category_scores_codex":[0.009247038,0.002569,0.007285058,0.01055389,0.0008146038,0.002392102,0.002800032,0.001799414,0.07242317],"category_scores_gemma":[0.06921282,0.001166572,0.01266524,0.01396126,0.0006499175,0.002136351,0.001609671,0.002989003,0.006738948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002786076,"about_ca_system_score_gemma":0.006321822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195542,"about_ca_topic_score_gemma":0.02176665,"domain_scores_codex":[0.988444,0.002373981,0.005669025,0.00176775,0.001256758,0.0004885216],"domain_scores_gemma":[0.9691358,0.01983307,0.004985349,0.001988861,0.003564758,0.0004920783],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005138027,0.0001353687,0.009647789,0.4951604,0.05319028,0.0002775192,0.0003726058,0.002202462,0.000803146,0.002780301,0.3991075,0.03118462],"study_design_scores_gemma":[0.03933641,0.0007693043,0.0574845,0.1754875,0.1453588,0.001286374,0.0007995331,0.002268511,0.001861622,0.01585863,0.5590162,0.0004724706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002635549,0.04115473,0.002890025,0.0005954135,0.0004528764,0.005283772,0.9441426,0.0003440017,0.002500951],"genre_scores_gemma":[0.06752205,0.04138413,0.01157224,0.00416177,0.0005428948,0.1128228,0.7522027,0.0008488993,0.008942438],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9907529,"threshold_uncertainty_score":0.2422796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.599517719473089,"score_gpt":0.5325532242159019,"score_spread":0.06696449525718706,"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."}}