{"id":"W6912710653","doi":"10.5281/zenodo.6570923","title":"Islandora Foundation and the Terrific Twos: An Islandora Community Update","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Dozen; Foundation (evidence); Presentation (obstetrics); Software","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02526589,0.0008620314,0.0007514857,0.006307678,0.003324734,0.009577471,0.003100718,0.00349771,0.05509181],"category_scores_gemma":[0.02856783,0.0006117072,0.0006692663,0.006190212,0.002068012,0.01200151,0.01046485,0.00403859,0.01859848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500073,"about_ca_system_score_gemma":0.02180387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02789876,"about_ca_topic_score_gemma":0.054517,"domain_scores_codex":[0.9927611,0.0007863581,0.0004631414,0.0004588351,0.00449972,0.001030865],"domain_scores_gemma":[0.9501402,0.004571786,0.002096455,0.004603792,0.02053374,0.01805407],"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":[0.00006012384,0.00007201655,0.001163978,0.000229703,0.000007639122,0.0001119115,0.0003405945,0.00003673095,0.0001269731,0.004820956,0.8671898,0.1258395],"study_design_scores_gemma":[0.000003394588,0.00000729434,0.0006299829,0.0001480256,0.000002163738,0.00005655575,0.0001432341,0.00001387242,0.00004114248,0.0002433798,0.9987051,0.000005818179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01924692,0.1104637,0.01546475,0.3412233,0.08893657,0.00060633,0.01635795,0.01447684,0.3932237],"genre_scores_gemma":[0.05679037,0.08286076,0.05691653,0.03664739,0.02825445,0.0009688676,0.04325194,0.009588123,0.6847215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9904225,"threshold_uncertainty_score":0.1843004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121976659795265,"score_gpt":0.3115961467146904,"score_spread":0.1896194869194253,"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."}}