{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01914938,0.004932683,0.004714284,0.005033123,0.007744536,0.01772209,0.005837622,0.02533329,0.0404407],"category_scores_gemma":[0.07812325,0.001865375,0.003837949,0.002279442,0.005707338,0.009501864,0.003726099,0.02673237,0.02898955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006241345,"about_ca_system_score_gemma":0.008232064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778055,"about_ca_topic_score_gemma":0.005603265,"domain_scores_codex":[0.9809129,0.003517291,0.002502068,0.002034268,0.009845115,0.00118845],"domain_scores_gemma":[0.916588,0.03314642,0.004127502,0.003309833,0.03124183,0.01158642],"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":[0.0000226551,0.00001103198,0.00001578347,0.0001620319,0.00001044159,0.00008362868,0.00001795471,0.00001863604,0.00003137087,0.0003184874,0.9962115,0.003096513],"study_design_scores_gemma":[0.00005537699,0.00002503923,0.0001413807,0.0004181,0.0000236757,0.0001457129,0.00007676553,0.0001191102,0.00006179306,0.0009402173,0.9979703,0.0000226106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001495472,0.0006604595,0.00008773192,0.01928994,0.9790192,0.00002621814,0.00002730653,0.00004979022,0.0008242885],"genre_scores_gemma":[0.000249361,0.0009979135,0.0001257073,0.01478654,0.9770652,0.0000494739,0.00003286886,0.00004537283,0.006647607],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9941624,"threshold_uncertainty_score":0,"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."}}