{"id":"W3006192622","doi":"10.18546/rfa.04.1.01","title":"Editorial: Time for sharing knowledge","year":2020,"lang":"en","type":"editorial","venue":"Research for All","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Galway; Queen's University Belfast; University of Brighton; University of Glasgow","keywords":"Knowledge sharing; Time-sharing; Computer science; Knowledge management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02585779,0.0003549609,0.0007904121,0.0009477636,0.000862308,0.002482713,0.004442606,0.001125245,0.0002865704],"category_scores_gemma":[0.09854184,0.0002837641,0.0005136335,0.001590043,0.0002243078,0.000522171,0.001921275,0.001762922,0.003908801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005662094,"about_ca_system_score_gemma":0.003459636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001304992,"about_ca_topic_score_gemma":0.0001779692,"domain_scores_codex":[0.9868242,0.0005872205,0.0009915483,0.00178643,0.008288448,0.001522113],"domain_scores_gemma":[0.9442981,0.03422299,0.0002688857,0.001370332,0.01907158,0.0007680929],"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":[0.001609343,0.00008109586,6.981305e-7,0.0001429834,0.00007480192,0.000002442116,0.0003752725,0.000002569134,0.0003531912,0.0005877806,0.9951046,0.001665241],"study_design_scores_gemma":[0.0009306899,0.001826717,3.495145e-7,0.00007203288,0.00001345758,1.414728e-7,0.0001716556,0.004905335,0.0001344134,0.04984203,0.9418283,0.000274836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00000575317,0.000287206,0.0009359185,0.003193144,0.981631,0.003173891,0.002528392,0.00007673394,0.008168009],"genre_scores_gemma":[0.0000334806,0.00001993509,0.0003304397,0.000007657385,0.8875152,0.001621632,0.001292182,0.0000985949,0.1090808],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1009128,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400834766516374,"score_gpt":0.565261087498582,"score_spread":0.3251776108469446,"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."}}