{"id":"W7132593107","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; Open access publishing; Project commissioning; Academic community","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":[0.001352771,0.000846404,0.0005219327,0.001222155,0.005126325,0.006559553,0.001483736,0.004303354,0.7881728],"category_scores_gemma":[0.004054166,0.0005381459,0.0007444726,0.001054265,0.001046145,0.003158458,0.003283019,0.00285531,0.6115835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003231345,"about_ca_system_score_gemma":0.003986562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04760382,"about_ca_topic_score_gemma":0.1776301,"domain_scores_codex":[0.998849,0.00009107068,0.00003049857,0.0001283565,0.0005970321,0.0003039728],"domain_scores_gemma":[0.9974743,0.0002242819,0.00008087935,0.0002771319,0.0009581903,0.0009853432],"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":[0.00001972194,0.00002846321,0.00004047772,0.00002090398,0.000001006777,0.00002028262,0.00002404459,0.00000790085,0.00007296782,0.0008549066,0.990549,0.008360339],"study_design_scores_gemma":[0.000008993466,0.00001634,0.0007040406,0.00003595486,0.000001170133,0.00001701114,0.00006444142,0.00002453558,0.00007336387,0.0002250259,0.9988217,0.000007427833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00058948,0.0004749838,0.000247892,0.002140031,0.002365464,0.0001277293,0.002411275,0.001352351,0.9902909],"genre_scores_gemma":[0.001084052,0.0001327432,0.0000708103,0.0004900914,0.0001835512,0.00003713527,0.0006801858,0.0002414822,0.99708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9985163,"threshold_uncertainty_score":0.3021458,"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."}}