{"id":"W4416537245","doi":"10.31915/nws.2025.22","title":"Adatrepozitórium projekt a Szegedi Tudományegyetemen","year":2025,"lang":"","type":"article","venue":"","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Context (archaeology); General partnership; Quarter (Canadian coin)","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"],"consensus_categories":[],"category_scores_codex":[0.006892852,0.0008615592,0.0005840373,0.001671419,0.003394649,0.01261339,0.00226141,0.002774803,0.05986916],"category_scores_gemma":[0.006031123,0.0004911403,0.0006714979,0.002189435,0.002278255,0.008081279,0.008586017,0.004139905,0.02956219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004039794,"about_ca_system_score_gemma":0.01077113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009397849,"about_ca_topic_score_gemma":0.007677676,"domain_scores_codex":[0.9957454,0.000898761,0.0002446527,0.0008699605,0.001407062,0.0008342211],"domain_scores_gemma":[0.9937977,0.0006269279,0.0002224069,0.0008283566,0.001692905,0.002831649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007616368,0.001050037,0.008401075,0.00106082,0.0000605266,0.001381668,0.02016579,0.001109452,0.01466724,0.1491821,0.2552053,0.5469543],"study_design_scores_gemma":[0.00002871125,0.00009810314,0.002341643,0.0001609744,0.00001509875,0.0002621681,0.004099739,0.0003889342,0.002588685,0.005150195,0.9848365,0.00002916117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1227363,0.01662406,0.07727967,0.07314356,0.00517848,0.001888267,0.004093067,0.007886231,0.6911705],"genre_scores_gemma":[0.2028419,0.009520461,0.05100558,0.00577855,0.0007964761,0.0009019788,0.005673658,0.001999688,0.7214817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9873866,"threshold_uncertainty_score":0.2002823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08519798384900548,"score_gpt":0.3935832882639982,"score_spread":0.3083853044149928,"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."}}