{"id":"W6921072428","doi":"10.6084/m9.figshare.26122755.v1","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":"Usability and User Interface Design","field":"Computer Science","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":[],"category_scores_codex":[0.00375414,0.001199147,0.0009974098,0.002914867,0.00113577,0.002014611,0.001980618,0.001451568,0.8924031],"category_scores_gemma":[0.07361607,0.0007365394,0.0008138008,0.002866318,0.0004672093,0.002406519,0.001391801,0.001102866,0.2119758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157476,"about_ca_system_score_gemma":0.002891839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009043111,"about_ca_topic_score_gemma":0.01648726,"domain_scores_codex":[0.9984171,0.0005458199,0.0002270871,0.0002155476,0.0004476411,0.0001467011],"domain_scores_gemma":[0.885643,0.09864938,0.001573473,0.003350935,0.009774024,0.001009168],"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":[0.0003898382,0.000336946,0.001016561,0.002484089,0.0000214839,0.00007219608,0.0002635637,0.0005180781,0.0001075264,0.0009369318,0.9725929,0.02125986],"study_design_scores_gemma":[0.008987593,0.0009227274,0.02306311,0.004760287,0.0002183285,0.0004566507,0.002543238,0.005912936,0.002578804,0.01704905,0.9331579,0.0003494108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0009754101,0.00001575115,0.002148476,0.0002213392,0.00007847505,0.001051742,0.9886857,0.001376839,0.005446249],"genre_scores_gemma":[0.03094064,0.0001530949,0.04459824,0.001554822,0.0001461818,0.02835044,0.8437389,0.005814531,0.04470317],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8924031,"threshold_uncertainty_score":0.1534738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298795257717566,"score_gpt":0.357702105194886,"score_spread":0.2278225794231295,"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."}}