{"id":"W4417081624","doi":"10.59350/0sskj-tk321","title":"PKP events recap for Q1 of 2024","year":2024,"lang":"","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Event (particle physics); Window (computing); Finish line","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009920962,0.0002736995,0.0005744576,0.0006020688,0.0001755219,0.002143903,0.003874989,0.0004576654,0.0135598],"category_scores_gemma":[0.006323271,0.0001874422,0.0004786625,0.002418153,0.0001620564,0.003703757,0.0007424439,0.0005988693,0.001239628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006542045,"about_ca_system_score_gemma":0.0006894802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149976,"about_ca_topic_score_gemma":0.00001693676,"domain_scores_codex":[0.9944864,0.0001726934,0.001693777,0.001130308,0.001957604,0.0005592453],"domain_scores_gemma":[0.9939943,0.004222932,0.000267222,0.0007391855,0.0005052047,0.0002711409],"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":[0.00004532376,0.00004076086,0.000981187,0.0001072959,0.00006903512,0.000002649497,0.0005470091,0.00001700652,0.00009864608,0.01740852,0.778192,0.2024905],"study_design_scores_gemma":[0.0003031607,0.0001356799,0.000365326,0.0004848467,0.00007599977,0.000008382166,0.001584085,0.02625765,0.003048857,0.1442755,0.8231581,0.0003023646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07971466,0.03376107,0.117734,0.05478732,0.06426769,0.002745138,0.00101419,0.0002576222,0.6457183],"genre_scores_gemma":[0.5815957,0.0003051707,0.001322568,0.000546294,0.0005095713,0.00002500636,0.000004842112,0.00002306576,0.4156677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5018811,"threshold_uncertainty_score":0.999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189820315750436,"score_gpt":0.4587812720200812,"score_spread":0.3397992404450377,"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."}}