{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009975302,0.0007828716,0.0008563644,0.001771406,0.00533409,0.01011417,0.002431287,0.008489962,0.6133105],"category_scores_gemma":[0.05353379,0.0006670735,0.001388024,0.001316494,0.001271956,0.00509789,0.006949305,0.008566362,0.4237911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656202,"about_ca_system_score_gemma":0.0111222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01291598,"about_ca_topic_score_gemma":0.01732334,"domain_scores_codex":[0.9910728,0.001547128,0.000454954,0.0006870088,0.004545184,0.001692909],"domain_scores_gemma":[0.9699192,0.003533737,0.0007399638,0.002329387,0.01639989,0.007077838],"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":[0.00005323063,0.00001488968,0.0001194618,0.00005463757,0.000001929255,0.00005175316,0.00006769468,0.0000175874,0.00004611088,0.003456336,0.9892692,0.006847113],"study_design_scores_gemma":[0.00001868839,0.00002126705,0.0004428711,0.00006463,0.000001722338,0.00003519547,0.0001466089,0.00002304906,0.00005276889,0.001350446,0.9978296,0.00001315093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001340239,0.0009540224,0.003831794,0.09305587,0.05103528,0.001916528,0.02162206,0.004341634,0.8219026],"genre_scores_gemma":[0.01479538,0.0004901527,0.002068787,0.04689692,0.006555364,0.001665413,0.009824047,0.002482051,0.9152219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9898858,"threshold_uncertainty_score":0.5515656,"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."}}