{"id":"W6939440122","doi":"10.6084/m9.figshare.1311696.v1","title":"Unduly Dull: The Misuse of Content Management Systems","year":2015,"lang":"en","type":"other","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Management system; Information system; Content management; Content analysis; Management information systems","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01339348,0.0006143589,0.0004716552,0.003160524,0.005456425,0.01461867,0.001895102,0.002263364,0.01925184],"category_scores_gemma":[0.04390178,0.0005051837,0.0003726651,0.003346891,0.005169583,0.01610031,0.007186711,0.00236043,0.009291164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005674639,"about_ca_system_score_gemma":0.005932874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308073,"about_ca_topic_score_gemma":0.05336453,"domain_scores_codex":[0.9861676,0.005432344,0.0006377467,0.0006310415,0.006516919,0.0006143307],"domain_scores_gemma":[0.961485,0.01828204,0.002138106,0.007017361,0.009098109,0.00197937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285923,0.0001429695,0.007092102,0.0009880282,0.00003849665,0.001058411,0.06968506,0.0002233205,0.006090279,0.02986226,0.2418609,0.6426296],"study_design_scores_gemma":[0.0000232822,0.00007827279,0.005639278,0.0007542602,0.0000297655,0.0008026569,0.01751671,0.0009909372,0.002884426,0.007229519,0.9639516,0.00009915749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1584619,0.01310488,0.05814036,0.06893386,0.003136179,0.0005950414,0.001431669,0.02732439,0.6688717],"genre_scores_gemma":[0.5062222,0.008310411,0.04485661,0.01836704,0.001443001,0.0003571811,0.001893493,0.01318937,0.4053607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0308073,"threshold_uncertainty_score":0.07083231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09404349806397164,"score_gpt":0.2755424736884862,"score_spread":0.1814989756245145,"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."}}