{"id":"W6931447089","doi":"10.5281/zenodo.8341885","title":"بيان فانكوفر بشأن التجميعات كبيانات","year":2023,"lang":"ar","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Product (mathematics); The Internet; State (computer science); Field (mathematics)","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","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00164234,0.001256146,0.0009500264,0.002054757,0.001975326,0.006954095,0.0007607515,0.001008649,0.5715075],"category_scores_gemma":[0.01160676,0.0004139636,0.0003930153,0.003218527,0.001509184,0.003281364,0.001573513,0.003640465,0.5591686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003940339,"about_ca_system_score_gemma":0.00616089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623643,"about_ca_topic_score_gemma":0.01477819,"domain_scores_codex":[0.9980689,0.000549329,0.0002892989,0.0002198309,0.0007020721,0.0001705932],"domain_scores_gemma":[0.9873927,0.002274557,0.0005159047,0.0004502295,0.008780946,0.0005857238],"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":[0.00006411941,0.00002371751,0.0002853171,0.0009236415,0.000003798741,0.000171137,0.00294285,0.00004024685,0.0006881345,0.01015803,0.9523638,0.03233533],"study_design_scores_gemma":[0.00001651148,0.0000141997,0.001421429,0.0005434136,0.000003217546,0.000185102,0.003142295,0.00003244862,0.0002364825,0.001012097,0.9933758,0.00001697467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003609078,0.004852087,0.003307377,0.02360888,0.0268162,0.0006629629,0.02396617,0.001385183,0.911792],"genre_scores_gemma":[0.05324261,0.01045933,0.006256583,0.005761617,0.006581632,0.001471087,0.02385192,0.006196242,0.886179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9992393,"threshold_uncertainty_score":0.6111926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783693557967219,"score_gpt":0.3441376691321236,"score_spread":0.1657683133354017,"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."}}