{"id":"W4205183458","doi":"10.18438/eblip30025","title":"Essential Academic Journals Tend to Be of Universal Importance, While Many Journals Available on For-Profit Platforms Appear to Be Ancillary","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Library science; Computer science; Limiting; World Wide Web; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01405395,0.0007233474,0.001370716,0.023433,0.003016496,0.01279031,0.001572459,0.00116347,0.03717002],"category_scores_gemma":[0.09953865,0.0006115314,0.0004944359,0.03085546,0.003303436,0.01117394,0.005668556,0.00141969,0.01767354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015881,"about_ca_system_score_gemma":0.008135356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002247494,"about_ca_topic_score_gemma":0.007646345,"domain_scores_codex":[0.9808155,0.00343731,0.002911058,0.001741644,0.01008485,0.001009672],"domain_scores_gemma":[0.8115185,0.03218667,0.04641371,0.01524825,0.06881775,0.02581518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000344777,0.0002138976,0.05999117,0.01550778,0.0003462565,0.00102918,0.009820974,0.0001476719,0.009158162,0.02410036,0.2491167,0.630223],"study_design_scores_gemma":[0.00005448542,0.0001650787,0.1526452,0.004630597,0.0001850741,0.002093084,0.009110955,0.0001079663,0.001962794,0.0092298,0.8197163,0.00009868512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2497497,0.1301345,0.01763532,0.06024291,0.01589698,0.001932406,0.01626594,0.004048622,0.5040937],"genre_scores_gemma":[0.6909798,0.08918641,0.03005776,0.01620485,0.01319085,0.0007419726,0.01004606,0.002393995,0.1471983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9872097,"threshold_uncertainty_score":0.1243461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301146928954061,"score_gpt":0.2747663300284239,"score_spread":0.2317548607388833,"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."}}