{"id":"W6960767979","doi":"10.1371/journal.pone.0284469.t007","title":"Summary for study quality scores by NOQAS scale.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rasch model; Observational study; Psychometrics; Scale (ratio); Quality (philosophy); Inter-rater reliability; Item response theory; Reliability (semiconductor)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04374223,0.001512292,0.004675927,0.01528092,0.001671602,0.00417605,0.004048133,0.002412252,0.3612941],"category_scores_gemma":[0.2127563,0.0008605997,0.006441632,0.01688038,0.0009000714,0.004761152,0.005060793,0.004748937,0.05548147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189004,"about_ca_system_score_gemma":0.01002669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006611577,"about_ca_topic_score_gemma":0.01047001,"domain_scores_codex":[0.9301142,0.02196889,0.02743657,0.004862087,0.01363492,0.0019833],"domain_scores_gemma":[0.847912,0.06521002,0.02902207,0.007506772,0.04504191,0.005307195],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00169404,0.0001540611,0.01298339,0.02401238,0.001062601,0.00006987375,0.0004021231,0.0004615333,0.0001357433,0.003979951,0.8646727,0.09037174],"study_design_scores_gemma":[0.003877899,0.0005900097,0.1313099,0.02617935,0.001065918,0.0003534425,0.0009948129,0.001445428,0.0002281531,0.01208931,0.8215603,0.0003054161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002797813,0.005681711,0.006685349,0.006600641,0.004712394,0.01839632,0.9317949,0.001176371,0.02215444],"genre_scores_gemma":[0.07244413,0.00744148,0.05323143,0.01594593,0.003912035,0.2590631,0.5527063,0.00196403,0.03329153],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9562578,"threshold_uncertainty_score":0.9110364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09200296260345667,"score_gpt":0.2931070929771005,"score_spread":0.2011041303736438,"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."}}