{"id":"W3165068300","doi":"10.1177/10497323211015960","title":"What Are Data?","year":2021,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.2578402,0.001536023,0.00424364,0.01235567,0.008092486,0.04303668,0.005103173,0.008055851,0.01983639],"category_scores_gemma":[0.5277621,0.002353926,0.002404004,0.01073707,0.04148131,0.05705613,0.01214387,0.01558756,0.008533137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01522527,"about_ca_system_score_gemma":0.04784273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007228068,"about_ca_topic_score_gemma":0.007562693,"domain_scores_codex":[0.633032,0.2661894,0.02973669,0.0127202,0.05436954,0.003952156],"domain_scores_gemma":[0.3698397,0.4638026,0.02071075,0.06245711,0.0674582,0.01573162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002059399,0.0001507319,0.007864759,0.01367484,0.0004652165,0.0003890629,0.04259212,0.0002634034,0.0008007011,0.4453148,0.1726669,0.3156116],"study_design_scores_gemma":[0.00006021471,0.00003838702,0.001545785,0.01840474,0.0001614801,0.0003233081,0.03665295,0.0004019077,0.0007946541,0.3738506,0.5676558,0.0001102205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003752823,0.02246804,0.06629388,0.8419674,0.01243314,0.001084532,0.003657511,0.0004569771,0.0478857],"genre_scores_gemma":[0.3417687,0.06620648,0.2606124,0.2675437,0.01460906,0.01067372,0.006850118,0.002200874,0.029535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9919075,"threshold_uncertainty_score":0.9152152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9756802608194425,"score_gpt":0.7995023206113255,"score_spread":0.1761779402081169,"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."}}