{"id":"W4405540085","doi":"10.18438/eblip30611","title":"Promoting Open Access in Israeli Academic Libraries: What Needs to Change?","year":2024,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bar-Ilan University","keywords":"Computer science; World Wide Web; Academic library; Library science; Internet privacy; Political science; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001099484,0.0001341917,0.0001225997,0.0006674674,0.0001712259,0.02803506,0.001963452,0.00008085909,0.0001717717],"category_scores_gemma":[0.001132702,0.0001265625,0.00001851584,0.002745799,0.00001906182,0.8887393,0.001816008,0.0005290802,0.0002945723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870375,"about_ca_system_score_gemma":0.0004890865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001715013,"about_ca_topic_score_gemma":4.428829e-8,"domain_scores_codex":[0.9986147,0.0002537805,0.0004245177,0.0002364976,0.0002384762,0.0002319722],"domain_scores_gemma":[0.9980365,0.001326615,0.0001599628,0.0002636313,0.00003359046,0.000179714],"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":[0.0000646329,0.00002371749,0.0006513159,0.0002812214,0.000006686436,0.000007307355,0.02439704,0.0001255117,0.00001516739,0.658666,0.006464749,0.3092966],"study_design_scores_gemma":[0.0001202236,0.00009272892,0.002676547,0.002427392,0.000004950143,0.00002062944,0.008593405,0.06281076,0.0006597415,0.0004046482,0.9219687,0.0002202599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004701378,0.003597654,0.01011155,0.9657171,0.001148709,0.001247324,0.000001328842,0.0004456258,0.01302939],"genre_scores_gemma":[0.3872939,0.009346929,0.02406113,0.5777327,0.0003136331,0.0004772056,0.00003815893,0.00002439327,0.0007120042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.915504,"threshold_uncertainty_score":0.9729739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0684730837686192,"score_gpt":0.3670390200402619,"score_spread":0.2985659362716427,"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."}}