{"id":"W6942131068","doi":"10.1371/journal.pone.0289470.s005","title":"Quality assessment score using the adapted Newcastle-Ottawa Scale.","year":2023,"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":false,"ca_institutions":"","funders":"","keywords":"Quality assessment; Quality (philosophy); Risk assessment; Quality assurance; 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":[0.007481208,0.0004524265,0.001369685,0.00410657,0.0006913544,0.001459902,0.001388845,0.0007375073,0.01050332],"category_scores_gemma":[0.02644195,0.0002786753,0.002345682,0.002784214,0.001019532,0.001378272,0.00205514,0.001263113,0.001520963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917348,"about_ca_system_score_gemma":0.002464453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335301,"about_ca_topic_score_gemma":0.03323775,"domain_scores_codex":[0.9933023,0.001161718,0.001966006,0.0005075539,0.002694595,0.000367874],"domain_scores_gemma":[0.979327,0.004535871,0.00416019,0.00107616,0.009940704,0.0009601087],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002621812,0.0005418668,0.6864737,0.007655522,0.002943447,0.000576534,0.003495257,0.00359713,0.005439152,0.004006044,0.0788029,0.2038466],"study_design_scores_gemma":[0.0002679571,0.001482173,0.886317,0.001993751,0.0009249833,0.001319118,0.003904736,0.006022091,0.00382227,0.004101038,0.08943332,0.0004115473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6829453,0.01818475,0.09159954,0.004662243,0.001581418,0.01088999,0.07873631,0.001469166,0.1099312],"genre_scores_gemma":[0.8581648,0.004527103,0.09525029,0.0006518093,0.0001082936,0.006066918,0.01761605,0.0002364327,0.01737823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9925188,"threshold_uncertainty_score":0.03956485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1904314985627995,"score_gpt":0.3352371191912819,"score_spread":0.1448056206284823,"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."}}