{"id":"W1559865168","doi":"10.3233/isu-2012-0650","title":"A comparison of an open access university press with traditional presses: Two years later <sup/>","year":2011,"lang":"en","type":"article","venue":"Information Services & Use","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Ranking (information retrieval); Amazon rainforest; Sampling (signal processing); Significant difference; Library science; Computer science; Statistics; World Wide Web; Information retrieval; Mathematics; Telecommunications; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001143325,0.00006868153,0.0001034488,0.00009079001,0.0000908345,0.0009795408,0.002014112,0.00002647467,0.0001359505],"category_scores_gemma":[0.000002122548,0.0000645138,0.00001178902,0.0002159892,0.00002056446,0.0346565,0.0004309415,0.00007959809,0.00003357238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001686562,"about_ca_system_score_gemma":0.00006718779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764922,"about_ca_topic_score_gemma":0.00009195919,"domain_scores_codex":[0.9993719,0.00005313814,0.0001826063,0.0001003706,0.0001922572,0.00009968985],"domain_scores_gemma":[0.9992272,0.00002416356,0.0002378034,0.0002624251,0.0001742731,0.00007417644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008073531,0.001819852,0.2366837,0.0004503935,0.0002267971,0.000009725018,0.5244092,0.03426628,0.00005659306,0.1663022,0.002731843,0.03223602],"study_design_scores_gemma":[0.00181209,0.0003388801,0.7108291,0.0001071007,0.00002773806,0.0000120188,0.01631712,0.1796148,0.001113335,0.0002184093,0.08921608,0.0003933424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600137,0.00000171863,0.00464303,0.00006175138,0.00007941929,0.0002624043,0.0000113165,0.00007233094,0.03485431],"genre_scores_gemma":[0.987497,0.000002234294,0.01211677,0.0002187491,0.000007930927,0.000003347734,0.00008377776,0.000002744535,0.00006741249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080921,"threshold_uncertainty_score":0.9788452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014529882583985,"score_gpt":0.3277459985406607,"score_spread":0.2262930102822622,"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."}}