{"id":"W2152804921","doi":"","title":"Synergies, OJS, and the Ontario Scholars Portal","year":2008,"lang":"en","type":"article","venue":"Elpub digital library","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University; Université de Montréal","funders":"","keywords":"Context (archaeology); Digital scholarship; Digital library; Resource (disambiguation); World Wide Web; Scholarship; Computer science; Publishing; Scholarly communication; Knowledge management; Library science; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003664744,0.0003059641,0.0003242089,0.004422502,0.01025027,0.01093226,0.001373788,0.001315776,0.03005347],"category_scores_gemma":[0.009299121,0.0005761563,0.0002978707,0.01177718,0.006537125,0.006591211,0.009572396,0.0009742202,0.003892299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05571553,"about_ca_system_score_gemma":0.160861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9036384,"about_ca_topic_score_gemma":0.9498725,"domain_scores_codex":[0.9947404,0.0006773522,0.0001622733,0.0003441042,0.002962613,0.001113256],"domain_scores_gemma":[0.9912492,0.001067386,0.0006469854,0.001104925,0.002177466,0.003754087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001917217,0.00006631274,0.01155512,0.0005097836,0.00002270995,0.0006415858,0.01420286,0.0006189144,0.0008336314,0.5449523,0.2261157,0.2002894],"study_design_scores_gemma":[0.00002391301,0.00001125597,0.005721973,0.00009420339,0.00000747774,0.00006819137,0.004787813,0.0003023578,0.0002378674,0.01282737,0.9758951,0.00002250251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03713171,0.003750814,0.006068481,0.03100695,0.0003433127,0.0002568075,0.003814982,0.001884894,0.915742],"genre_scores_gemma":[0.5045548,0.008446044,0.02053285,0.002744643,0.0003189796,0.0003825008,0.004410384,0.0008590483,0.4577508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9890677,"threshold_uncertainty_score":0.4042464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448621815830494,"score_gpt":0.1663695324639386,"score_spread":0.1418833143056337,"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."}}