{"id":"W1846467806","doi":"10.22230/src.2012v3n4a62","title":"From Crud to Cream: Imagining a Rich Scholarly Repository Interface","year":2013,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Canadian Armed Forces; University of Guelph; University of Alberta","funders":"","keywords":"Computer science; Interface (matter); Rubric; Process (computing); Acronym; Point (geometry); Card sorting; Sorting; Human–computer interaction; Data science; World Wide Web; Task (project management); Sociology; Engineering; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01288761,0.000815725,0.0005610393,0.002060673,0.002577744,0.01148292,0.002508722,0.002846374,0.009842864],"category_scores_gemma":[0.02599667,0.0008344417,0.000865268,0.0008794902,0.006390621,0.02062466,0.01269028,0.002514746,0.00256805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409235,"about_ca_system_score_gemma":0.001558641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094952,"about_ca_topic_score_gemma":0.001205715,"domain_scores_codex":[0.9918876,0.006182856,0.0002986356,0.0004856788,0.0008439051,0.0003012575],"domain_scores_gemma":[0.9860063,0.01033194,0.0002879229,0.001587756,0.0009713839,0.0008147493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001027184,0.0004304148,0.004952268,0.001473727,0.00006322933,0.001875947,0.1639779,0.008489276,0.04215217,0.5453991,0.02126253,0.2088962],"study_design_scores_gemma":[0.000387055,0.000713565,0.001680068,0.001151948,0.0001348141,0.002511567,0.07339559,0.05219785,0.0325416,0.2507948,0.5841424,0.0003488357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1211417,0.0007764254,0.7919571,0.01382266,0.0004280911,0.0004885635,0.000261615,0.003632623,0.06749122],"genre_scores_gemma":[0.3687178,0.0005651799,0.6110806,0.002047828,0.00009344784,0.0005110925,0.000266166,0.001013701,0.01570421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9885171,"threshold_uncertainty_score":0.06815702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2178441670455694,"score_gpt":0.4683773175561711,"score_spread":0.2505331505106017,"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."}}