{"id":"W3123867830","doi":"","title":"'If You Could Change One Thing' - What Community-Based Researchers Wish They Could Have Done Differently","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Theme (computing); Context (archaeology); Plan (archaeology); Public relations; Computer science; Data science; Sociology; Psychology; Political science; World Wide Web; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03305065,0.0004216089,0.0006526193,0.001478122,0.022672,0.01151242,0.002418116,0.004717037,0.004633484],"category_scores_gemma":[0.07360279,0.0004077317,0.0006599875,0.002222607,0.02713306,0.008853676,0.006668985,0.00762677,0.001098772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03134587,"about_ca_system_score_gemma":0.06800402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.486294,"about_ca_topic_score_gemma":0.6053789,"domain_scores_codex":[0.9649564,0.01749907,0.0007746228,0.00218205,0.009024686,0.00556314],"domain_scores_gemma":[0.9586242,0.01274792,0.003902911,0.002530004,0.01352762,0.008667292],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008551297,0.0001823242,0.03985267,0.0008336451,0.00007359562,0.0009847914,0.7514673,0.0002113318,0.001882831,0.03901208,0.04096082,0.1244531],"study_design_scores_gemma":[0.00002489802,0.0001014854,0.01562536,0.001012731,0.00005697518,0.0005382675,0.8004031,0.0002358232,0.0007349699,0.01209248,0.1690217,0.0001522523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2647039,0.004579338,0.01241217,0.6306374,0.002134153,0.0005770921,0.0002676141,0.0001881716,0.08450018],"genre_scores_gemma":[0.8805062,0.002814245,0.009041391,0.08226822,0.0001689122,0.0002768465,0.0001020664,0.00008952825,0.02473263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9669493,"threshold_uncertainty_score":0.9669269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6882086742737675,"score_gpt":0.5993027191227923,"score_spread":0.08890595515097521,"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."}}