{"id":"W7132547682","doi":"","title":"Open Access Week 2024","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Exhibition; Community of practice; Academic community; Open access publishing; Project commissioning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00142979,0.001155408,0.0007544808,0.001295031,0.004212667,0.00859487,0.001340894,0.003275983,0.8535309],"category_scores_gemma":[0.004343343,0.0005942961,0.0008630538,0.001248128,0.0009173545,0.003616702,0.003711018,0.002852172,0.7729838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881964,"about_ca_system_score_gemma":0.002895939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760927,"about_ca_topic_score_gemma":0.06301407,"domain_scores_codex":[0.9989845,0.00008474987,0.00002870092,0.0001365655,0.0005334538,0.0002320003],"domain_scores_gemma":[0.9969056,0.0002407936,0.0001037349,0.0003165591,0.00109527,0.001337989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000302416,0.00003297347,0.00003986823,0.00003151126,0.000001371733,0.00001656799,0.00002309611,0.000008342439,0.0001072489,0.0005197829,0.988293,0.010896],"study_design_scores_gemma":[0.00001026502,0.00002258704,0.0005120726,0.00004544616,0.000001375812,0.00001914792,0.00005623628,0.00002264711,0.00008126827,0.000182434,0.9990386,0.000007935394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007354146,0.0006009843,0.0004540279,0.00185013,0.004906232,0.000205764,0.003043275,0.002870421,0.9853338],"genre_scores_gemma":[0.000896914,0.0001861832,0.0001119543,0.0003717487,0.0003146128,0.00005029462,0.001033972,0.0005034155,0.996531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9986591,"threshold_uncertainty_score":0.2089204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600937565664373,"score_gpt":0.4542401656086584,"score_spread":0.2941464090422211,"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."}}