{"id":"W6942128330","doi":"10.1371/journal.pone.0291166.s003","title":"Fidelity observation checklist.","year":2024,"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":"","funders":"","keywords":"Cognition; Dementia; Fidelity; Physical activity; Quality of life (healthcare); Cognitive decline","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":[0.01597521,0.001146531,0.001707965,0.002770013,0.001575469,0.001737039,0.002846054,0.001056723,0.1025927],"category_scores_gemma":[0.05919793,0.000742705,0.001698316,0.001574178,0.0006095759,0.001973295,0.003462188,0.002004463,0.01359263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295293,"about_ca_system_score_gemma":0.007126215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00894554,"about_ca_topic_score_gemma":0.01699681,"domain_scores_codex":[0.9870716,0.005678219,0.003133562,0.0009664315,0.002445129,0.0007050713],"domain_scores_gemma":[0.9606189,0.01608223,0.004271913,0.003714385,0.01408719,0.001225552],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001791937,0.001655592,0.02762547,0.006381429,0.0001571282,0.0002861688,0.008547508,0.00130674,0.000861979,0.00410184,0.3156856,0.6315987],"study_design_scores_gemma":[0.001780285,0.00215657,0.1001308,0.008315563,0.0002625895,0.0005892721,0.01264618,0.004329806,0.001861049,0.007043278,0.8604196,0.0004649596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.1610237,0.004750325,0.1178146,0.007011914,0.002994539,0.1823003,0.2598039,0.007914627,0.2563862],"genre_scores_gemma":[0.2710125,0.004428864,0.2090023,0.002792634,0.0003704168,0.3818921,0.0529755,0.001495668,0.07603007],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9840248,"threshold_uncertainty_score":0.3432069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441352665685853,"score_gpt":0.246210443144165,"score_spread":0.2017969164873064,"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."}}