{"id":"W6893730094","doi":"10.5281/zenodo.3554006","title":"Islandora 8 and Beyond","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Session (web analytics); Focus (optics); Point (geometry); Front (military); User interface; Interface (matter)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004964391,0.0000549064,0.00006621923,0.00008139596,0.001032516,0.0004030829,0.0002887527,0.00003922388,0.008138374],"category_scores_gemma":[0.0003058474,0.00005867098,0.00001653359,0.0002016333,0.00008140886,0.0001425416,0.0001905455,0.0001031205,0.005540406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288036,"about_ca_system_score_gemma":0.000002213215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431399,"about_ca_topic_score_gemma":4.035085e-7,"domain_scores_codex":[0.999191,0.0001424014,0.00007508657,0.0001769852,0.00020964,0.0002048648],"domain_scores_gemma":[0.9995634,0.00003478297,0.00002349491,0.0001489289,0.0001210964,0.0001083287],"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":[0.000096335,0.0001728453,0.001218858,0.0001493361,0.00009237475,0.00002830212,0.05237518,0.0001007402,0.005261315,0.1320097,0.4067454,0.4017497],"study_design_scores_gemma":[0.0002279494,0.00005447782,0.001162141,0.000008446517,0.000003114216,0.000008803055,0.0008806284,0.00005225915,0.00003935791,0.0003520691,0.9971219,0.0000888568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3245863,0.0001630221,0.009210438,0.001275226,0.0003357184,0.0005110858,0.00006234588,0.001836122,0.6620197],"genre_scores_gemma":[0.9962212,0.00005775296,0.0001560856,0.0001196381,0.0001114984,8.893302e-9,0.00007701126,0.0003330808,0.002923727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6716349,"threshold_uncertainty_score":0.9952339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212418486752819,"score_gpt":0.2487628018794919,"score_spread":0.2266386170119637,"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."}}