{"id":"W4412419882","doi":"10.23928/foldt.kozl.2025.155.2.113","title":"Gyors klíma- és ásványi porciklus változások az utolsó glaciális során az észak-atlanti térség és Európa vonatkozásában","year":2025,"lang":"hu","type":"article","venue":"Földtani Közlöny","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Physics; Humanities","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002480982,0.001385998,0.001895502,0.001116944,0.002091728,0.0005113197,0.002742178,0.001967365,0.02599609],"category_scores_gemma":[0.0008947519,0.001320171,0.0006912031,0.00257228,0.001977851,0.0007470027,0.0004845896,0.002935264,0.01683697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003870525,"about_ca_system_score_gemma":0.001323226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258989,"about_ca_topic_score_gemma":0.01122643,"domain_scores_codex":[0.989203,0.001648477,0.001772073,0.002399574,0.001309773,0.003667127],"domain_scores_gemma":[0.994174,0.001932093,0.0005324665,0.001914817,0.0004226037,0.001023995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007034677,0.0002795494,0.9342656,0.0005209063,0.0005544451,0.001419611,0.0009954765,0.0003093194,0.00008281695,0.004396762,0.05236151,0.004110553],"study_design_scores_gemma":[0.003626933,0.001008145,0.7041101,0.0005495581,0.0006217825,0.0009031056,0.00188262,0.008204205,0.0008824763,0.007359645,0.2685584,0.00229304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345637,0.02455652,0.0001907002,0.01384347,0.008587126,0.001761217,0.0008155359,0.0005114748,0.2151702],"genre_scores_gemma":[0.9291164,0.002887729,0.0003704363,0.002754494,0.0006801468,0.00002988019,0.00106557,0.00005095215,0.06304442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2301555,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295849284546528,"score_gpt":0.2580449425540886,"score_spread":0.2450864497086233,"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."}}