{"id":"W6958597600","doi":"10.6084/m9.figshare.26122755","title":"Additional file 1 of Development and usability testing of an online support tool to identify models and frameworks to inform implementation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Usability; Development (topology); Key (lock); User interface","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004598766,0.001096319,0.0008920922,0.003047912,0.001059521,0.00208602,0.002151316,0.001385213,0.8601052],"category_scores_gemma":[0.0751173,0.000660399,0.0007686119,0.003291224,0.0004490902,0.002209576,0.001485715,0.001089896,0.178588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573569,"about_ca_system_score_gemma":0.003092058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009257174,"about_ca_topic_score_gemma":0.01615212,"domain_scores_codex":[0.9982433,0.0006534297,0.0002332706,0.0002217576,0.0005085205,0.000139767],"domain_scores_gemma":[0.8665274,0.1186731,0.001560071,0.003629916,0.008619036,0.000990504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004185653,0.0004183366,0.001038176,0.002561064,0.00002607398,0.00008655345,0.0003331762,0.0009118409,0.000149233,0.001226413,0.9690349,0.02379577],"study_design_scores_gemma":[0.009071975,0.0008980959,0.01748768,0.00421442,0.0002287392,0.0003862049,0.002745942,0.009554577,0.003340138,0.02004445,0.9316759,0.0003520258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00131663,0.00001685796,0.003204883,0.0002870417,0.00008838013,0.001215035,0.9849951,0.001991338,0.006884811],"genre_scores_gemma":[0.03476,0.0001477985,0.07087871,0.001704419,0.0001428333,0.02623793,0.8196611,0.006910108,0.03955698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1398948,"threshold_uncertainty_score":0.1995429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2932988878008374,"score_gpt":0.4486247510315755,"score_spread":0.1553258632307381,"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."}}