{"id":"W3215808258","doi":"10.2196/30308","title":"The Collaborative Metadata Repository (CoMetaR) Web App: Quantitative and Qualitative Usability Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsches Zentrum für Lungenforschung; Bundesministerium für Bildung und Forschung","keywords":"Usability; Computer science; Metadata; World Wide Web; Web usability; System usability scale; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02965845,0.0009445498,0.001160128,0.003372941,0.00184073,0.001520723,0.001089175,0.00113024,0.002372867],"category_scores_gemma":[0.04351601,0.0004348052,0.0009848165,0.00168401,0.001934538,0.001222476,0.002164506,0.000908739,0.0003940958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153258,"about_ca_system_score_gemma":0.002775865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984512,"about_ca_topic_score_gemma":0.003356676,"domain_scores_codex":[0.9826102,0.01104219,0.001346753,0.001138485,0.002864101,0.000998338],"domain_scores_gemma":[0.9441268,0.03974288,0.001728866,0.001361449,0.01192256,0.001117571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003628611,0.0169045,0.1009786,0.01419842,0.0003706787,0.002326872,0.4675394,0.00202389,0.02732844,0.002132607,0.009170111,0.3533978],"study_design_scores_gemma":[0.001847622,0.03858076,0.453057,0.005517435,0.00102232,0.002172835,0.408338,0.01011024,0.03190079,0.003187801,0.0434713,0.0007938899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803441,0.0002603088,0.005256534,0.0001966805,0.00003278656,0.01025844,0.0004768938,0.0001387989,0.00303553],"genre_scores_gemma":[0.922735,0.0004109875,0.03287043,0.0004151036,0.00004211707,0.04060657,0.0005148691,0.0001081561,0.002296707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02965845,"threshold_uncertainty_score":0.1568508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370378238678907,"score_gpt":0.4720590708344927,"score_spread":0.3350212469666021,"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."}}