{"id":"W6912416360","doi":"10.5281/zenodo.3554005","title":"Islandora Community Update: A Platform for the User, by the User","year":2019,"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":"Island Health","funders":"","keywords":"Workflow; Process (computing); Theme (computing); Session (web analytics); End user; Software; Simple (philosophy); Open source","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":[],"consensus_categories":[],"category_scores_codex":[0.008474343,0.001152166,0.001462831,0.003869148,0.004668791,0.01257186,0.003697737,0.002345422,0.2898852],"category_scores_gemma":[0.02370137,0.001009094,0.001149663,0.00407632,0.001590341,0.01604192,0.01524537,0.004948942,0.1617625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164889,"about_ca_system_score_gemma":0.004997111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00719071,"about_ca_topic_score_gemma":0.03088187,"domain_scores_codex":[0.9972939,0.0006640833,0.0001832041,0.0003304535,0.001210662,0.0003177546],"domain_scores_gemma":[0.9756266,0.004466573,0.0008248543,0.006285862,0.005929732,0.006866425],"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":[0.00006788818,0.00003981201,0.0002916549,0.0001161393,0.000007331343,0.00006800547,0.0007024176,0.00002463573,0.0002816722,0.001185661,0.9463045,0.05091028],"study_design_scores_gemma":[0.00002000574,0.0000165198,0.0005596639,0.00007061179,0.000003637445,0.00006146431,0.0002779487,0.0001167514,0.0001044624,0.0006041714,0.9981364,0.00002818217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008379778,0.004140947,0.09796554,0.03683714,0.02192925,0.003115888,0.05770741,0.2972633,0.4726608],"genre_scores_gemma":[0.02443438,0.002600387,0.1349382,0.009159425,0.008621285,0.00452708,0.05747046,0.08879056,0.6694581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2898852,"threshold_uncertainty_score":0.9697627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.21311064257934,"score_gpt":0.3775665681386254,"score_spread":0.1644559255592854,"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."}}